National Library of Energy BETA

Sample records for time series datastreams

  1. ARM - Instrument Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    DatastreamsAerosols

  2. ARM - Instrument Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    DatastreamsCloud Properties

  3. ARM - Instrument Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    DatastreamsRadiometric

  4. ARM - Instrument Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    DatastreamsSurface Properties

  5. ARM - Datastreams - marinemet

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Datastream : MARINEMET ARM-standard Meteorological Instrumentation, Marine ... ( time ) Air temperature standard deviation, from the TRH sensor in a ...

  6. ARM - Datastreams - moltsedassndclass0

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmoltsedassndclass0 Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MOLTSEDASSNDCLASS0 Model Output Loc. Time Ser. (MOLTS): EDAS meteor. analy., basic soundings, params, stations Active Dates 1997.05.31 - 1999.09.27 Measurement Categories Atmospheric State Originating Instrument Model Output Location Time Series (MOLTS) Measurements The

  7. Time Series Database

    Energy Science and Technology Software Center (OSTI)

    2007-11-02

    TSDB is a Python module for storing large volumes of time series data. TSDB stores data in binary files indexed by a timestamp. Aggregation functions (such as rate, sum, avg, etc.) can be performed on the data, but data is never discarded. TSDB is presently best suited for SNMP data but new data types are easily added.

  8. ARM - Datastreams - moltsedassfcclass0

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmoltsedassfcclass0 Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MOLTSEDASSFCCLASS0 Model Output Loc. Time Ser. (MOLTS): EDAS meteor. analy., basic surface, params, stations Active Dates 1997.06.01 - 1999.09.27 Measurement Categories Atmospheric State, Cloud Properties, Radiometric, Surface Properties Originating Instrument Model Output

  9. ARM - Datastreams - moltsedassfcclass1

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmoltsedassfcclass1 Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MOLTSEDASSFCCLASS1 Model Output Loc. Time Ser. (MOLTS): EDAS meteor. analy., enhanced surface, params, stations Active Dates 1997.06.01 - 2013.07.31 Measurement Categories Atmospheric State, Cloud Properties, Radiometric, Surface Properties Originating Instrument Model Output

  10. ARM - Datastreams - moltsedassndclass1

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmoltsedassndclass1 Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MOLTSEDASSNDCLASS1 Model Output Loc. Time Ser. (MOLTS): EDAS meteor. analy., enhances soundings, params, stations Active Dates 1997.06.01 - 2013.07.31 Measurement Categories Atmospheric State, Cloud Properties, Radiometric, Surface Properties Originating Instrument Model

  11. ARM - Datastreams - tlcv

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamstlcv Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : TLCV Time-lapse cloud video (TLCV): qual. sky images, typ. ea 4-8 sec, Quicktime movies Active Dates 1997.09.15 - 2001.09.14 Measurement Categories Cloud Properties Originating Instrument Time-Lapsed Cloud Video (TLCV) Measurements The measurements below provided by this product are those considered

  12. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    StreamsSpecial Sensor MicrowaveImager Documentation SSMI Instrument External Datastream Descriptions ARM Data Discovery Browse Data Comments? We would love to hear from you Send...

  13. ARM - Datastreams - swats

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Example swats Archive Data Plot Example swats Archive Data Plot Datastream : SWATS Soil Water and Temperature Profiling System (SWATS): soil temp & water profiles Active Dates ...

  14. ARM - Datastreams - stamp

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastream : STAMP Soil Temperature and Moisture Profiles Active Dates 2016.02.22 - 2016.06.02 Measurement Categories Surface Properties Originating Instrument Soil Temperature and ...

  15. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Reference Network Documentation NOAACRN Instrument External Datastream Descriptions ARM Data Discovery Browse Data Comments? We would love to hear from you Send us a note below or...

  16. ARM - Datastreams - snodep

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Example snodep Archive Data Plot Example snodep Archive Data Plot Datastream : SNODEP Snow depth Active Dates 2001.04.01 - 2003.10.25 Measurement Categories Atmospheric State...

  17. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Demonstration Network GPS Documentation WPDNGPS Instrument External Datastream ... Send us a note below or call us at 1-888-ARM-DATA. Send Wind Profiler Demonstration ...

  18. ARM - Datastreams - 50rwptempcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Example 50rwptempcon Archive Data Plot Example 50rwptempcon Archive Data Plot Datastream : 50RWPTEMPCON 50-MHz Radar Wind ProfilerRASS (RWP50): consensus temperature data ...

  19. ARM - Datastreams - 915rwpwindcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Example 915rwpwindcon Archive Data Plot Example 915rwpwindcon Archive Data Plot Datastream : 915RWPWINDCON 915-MHz Radar Wind ProfilerRASS (RWP915): wind consensus data ...

  20. ARM - Datastreams - 60nwssurf

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Datastream : 60NWSSURF National Weather Service (NWS) surface meteorology data: 60-minute averages Active Dates 1993.07.01 - 1996.06.30 Measurement Categories...

  1. ARM - Datastreams - xsacrhsrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Datastream : XSACRHSRHI X-Band Scanning ARM Cloud Radar (XSACR) Hemispherical Sky RHI Scans (6 horizon-to-horizon scans at 30-degree azimuth intervals) Active Dates...

  2. ARM - Datastreams - pgsiso

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamspgsiso Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Error occurred. No datastream found.

  3. ARM - Datastreams - gms5

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    below or call us at 1-888-ARM-DATA. Send Datastream : GMS5 GMS-5: visible 1.25-km res., IR 5-km resolution Active Dates 1996.10.11 - 2003.02.16 Measurement Categories Radiometric...

  4. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    StreamsOzone Monitoring Instrument Documentation OMI Instrument External Datastream ... Send us a note below or call us at 1-888-ARM-DATA. Send Ozone Monitoring Instrument (OMI) ...

  5. ARM - Datastreams - bsrn

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : BSRN Baseline Solar Radiation Network (BSRN): solar irradiances Active Dates ...

  6. ARM - Datastreams - sirs

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Example sirs Archive Data Plot Example sirs Archive Data Plot Datastream : SIRS Solar and Infrared Radiation Station (SIRS): ...

  7. ARM - Datastreams - tdmahyg

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : TDMAHYG Tandem Differential Mobility Analyzer: hygroscopic growth rates Active Dates 2005.10.07 -...

  8. ARM - Datastreams - tdmasize

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : TDMASIZE Tandem Differential Mobility Analyzer: size-resolved concentrations Active Dates 2005.10.07 -...

  9. ARM - Datastreams - 30ebbr

    Office of Scientific and Technical Information (OSTI)

    Archive Data Plot Datastream : 30EBBR Energy Balance Bowen Ratio (EBBR) station: surf. heat flux and related data, 30-min Active Dates 1993.07.04 - 2016.02.07 Measurement...

  10. ARM - Datastreams - mwrp

    Office of Scientific and Technical Information (OSTI)

    1-888-ARM-DATA. Send Datastream : MWRP Microwave Radiometer data (MWR Profiles - QME), water vapor, temp, cloud liquid water, precip water retrievals Active Dates 2004.02.19 -...

  11. ARM - Datastreams - tsicldmask

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    note below or call us at 1-888-ARM-DATA. Send Datastream : TSICLDMASK Total Sky Imager (TSI): cloud decision images, PNG format Active Dates 2000.07.02 - 2016.01.04 Measurement...

  12. ARM - Datastreams - dl

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsdl Documentation Data Quality Plots Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Error occurred. No datastream found.

  13. ARM - Datastreams - kazrspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskazrspec Documentation Data Quality Plots Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Error occurred. No datastream found.

  14. ARM - Datastreams - pgsaux

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamspgsaux Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Error occurred. No datastream found.

  15. ARM - Datastreams - 60ksumeso

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 60KSUMESO Kansas Mesonet (High Plains Climate Center): surface met. & radiation data, 60-min Active...

  16. ARM - Datastreams - 06wpdnmmts

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 06WPDNMMTS Wind Profiler Demo Network (WPDN): 6-min wind moments Active Dates ...

  17. ARM - Datastreams - 50rwpwindcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send Example 50rwpwindcon Archive Data Plot Example 50rwpwindcon Archive Data Plot Datastream : 50RWPWINDCON 50-MHz Radar Wind ProfilerRASS (RWP50): consensus wind data Active ...

  18. ARM - Datastreams - 1290rwpprecipcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290RWPPRECIPCON 1290-MHz Radar Wind Profiler, precipitation consensus data Active Dates 2014.03.05 - ...

  19. ARM - Datastreams - 1290rwpprecipspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290RWPPRECIPSPEC 1290-MHz Radar Wind Profiler, precipitation spectra data Active Dates 2014.03.05 - 2015.12.01 ...

  20. ARM - Datastreams - acars

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ACARS ARINC ACARS: wind and temperature data from commercial aircraft (ARINC Communications, Addressing, and ...

  1. ARM - Datastreams - 915rwpprecipmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915RWPPRECIPMOM 915-MHz Radar Wind Profiler, precipitation moments data Active Dates 1998.11.18 - 2016.06.02 ...

  2. ARM - Datastreams - 60wpdnrass

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 60WPDNRASS Wind Profiler Demo Network (WPDN): RASS virtual temperature data, ...

  3. ARM - Datastreams - 06fslwpdnrass

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 06FSLWPDNRASS Wind Profiler Demo Network (WPDN): 6-min RASS data Active Dates ...

  4. ARM - Datastreams - 915rwpprecipspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915RWPPRECIPSPEC 915-MHz Radar Wind Profiler, precipitation spectra data Active Dates 1998.11.18 - 2016.06.02 ...

  5. ARM - Datastreams - 60fslwpdnmet

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 60FSLWPDNMET Wind Profiler Demo Network (WPDN): meteorology data, 60-min Active ...

  6. ARM - Datastreams - 06fslwpdnmet

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 06FSLWPDNMET Wind Profiler Demo Network (WPDN): 6-min meteorological data ...

  7. ARM - Datastreams - 915rwpprecipcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915RWPPRECIPCON 915-MHz Radar Wind Profiler, precipitation consensus data Active Dates 1998.10.05 - 2016.06.02 ...

  8. ARM - Datastreams - 60wpdnsurf

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 60WPDNSURF Wind Profiler Demo Network (WPDN): surface meterology data, 60-min ...

  9. ARM - Datastreams - 915issrwpwindcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915ISSRWPWINDCON Derived: wind data from the 915RWP (consensus) and sonde, at altitude Active Dates 1997.01.01 ...

  10. ARM - Datastreams - 915rwplowindcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    915rwplowindcon Archive Data Plot Datastream : 915RWPLOWINDCON 915-MHz Radar Wind ProfilerRASS (RWP915): low power, consensus wind data Active Dates 1997.04.01 - 2004.05.30

  11. ARM - Datastreams - 1290rwpprecipmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290RWPPRECIPMOM 1290-MHz Radar Wind Profiler, precipitation moments data Active Dates 2014.03.05 - 2015.12.01 ...

  12. ARM - Datastreams - 915rwphiwindcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    915rwphiwindcon Archive Data Plot Datastream : 915RWPHIWINDCON 915-MHz Radar Wind ProfilerRASS (RWP915): high power, wind consensus data Active Dates 1997.04.01 - 2004.03.31

  13. ARM - Datastreams - 915rwpwindmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915RWPWINDMOM 915-MHz Radar Wind ProfilerRASS (RWP915): wind moments Active ...

  14. ARM - Datastreams - 1290rwpwindcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290RWPWINDCON 1290-MHz Radar Wind ProfilerRASS (RWP1290): wind consensus data Active Dates 2007.03.19 - ...

  15. ARM - Datastreams - 915rwptempcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Archive Data Plot Datastream : 915RWPTEMPCON 915-MHz Radar Wind ProfilerRASS (RWP915): temperature consensus data Active Dates 1997.04.01 - 2015.08.13 Measurement Categories ...

  16. ARM - Datastreams - 60wpdnwnds

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 60WPDNWNDS Wind Profiler Demo Network (WPDN): 60-minute consensus average wind ...

  17. ARM - Datastreams - 60fslwpdnrass

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 60FSLWPDNRASS Wind Profiler Demo Network (WPDN): RASS data, 60-min Active Dates ...

  18. ARM - Datastreams - avhrrdar

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRRDAR AVHRR images for Darwin from BOM Active Dates 2003.05.01 - 2009.06.05 Measurement Categories Cloud Properties...

  19. ARM - Datastreams - ncepgfsdarsfc

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    us at 1-888-ARM-DATA. Send Datastream : NCEPGFSDARSFC NCEP GFS: surface variables at Darwin Active Dates 2002.09.01 - 2010.07.26 Measurement Categories Atmospheric State, Cloud...

  20. ARM - Datastreams - ncepgfsdarflx

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    call us at 1-888-ARM-DATA. Send Datastream : NCEPGFSDARFLX NCEP GFS: flux variables at Darwin Active Dates 2002.09.01 - 2010.07.26 Measurement Categories Atmospheric State, Cloud...

  1. ARM - Datastreams - surflog

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    us at 1-888-ARM-DATA. Send Datastream : SURFLOG Surface vegetation information from SGP Meta Data System (MDS) Active Dates 1995.10.24 - 2002.04.25 Measurement Categories Surface...

  2. ARM - Datastreams - rp

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    1-888-ARM-DATA. Send Datastream : RP Roll (rotation around the bow-to-stern axis) and Pitch (vertical motion of the bow) for a boat or ship afloat Active Dates 2012.11.02 -...

  3. ARM - Datastreams - dlppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLPPI Doppler Lidar - Plan Position Indicator Active Dates 2010.10.28 - 2016.01.06 Measurement...

  4. ARM - Datastreams - dlcal1

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLCAL1 Doppler Lidar - calibration scan 1 Active Dates 2010.10.30 - 2015.07.22 Measurement...

  5. ARM - Datastreams - dlrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLRHI Doppler LIDAR Range-Height Indicator scan Active Dates 2011.07.21 - 2015.08.24 Measurement...

  6. ARM - Datastreams - dlcal2

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLCAL2 Doppler Lidar - calibration scan 2 Active Dates 2010.10.21 - 2016.01.06 Measurement...

  7. ARM - Datastreams - dlusr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLUSR Doppler Lidar -- ? user information ? Active Dates 2012.07.09 - 2013.07.03 Measurement...

  8. ARM - Datastreams - dlrhi2

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLRHI2 Doppler Lidar - Patrial Range-Height-Indicator scan Active Dates 2010.10.21 - 2010.11.21...

  9. ARM - Datastreams - dlfpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : DLFPT Doppler Lidar - Fixed Pointing mode Active Dates 2010.10.21 - 2016.01.06 Measurement...

  10. ARM - Datastreams - 50rwptemp

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    1-888-ARM-DATA. Send Datastream : 50RWPTEMP 50-MHz Radar Wind ProfilerRASS (RWP50): virtual temperature profile data Active Dates 1997.05.19 - 2001.03.31 Measurement Categories...

  11. ARM - Datastreams - 1sprptcm

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreams1sprptcm Documentation Data Quality Plots Citation DOI: 10.5439/1095575 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1SPRPTCM Portable Radiation Package: Orientation Data, 1 second resolution Active Dates 2012.11.02 - 2013.01.08 Originating Instrument Portable Radiation Package (PRP) Measurements Only measurements considered scientifically relevant are

  12. ARM - Datastreams - 5sprpgps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreams5sprpgps Documentation Data Quality Plots Citation DOI: 10.5439/1095576 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 5SPRPGPS Portable Radiation Package: Position and Heading Data with 5 second resolution Active Dates 2012.11.02 - 2013.09.25 Originating Instrument Portable Radiation Package (PRP) Measurements Only measurements considered scientifically

  13. ARM - Datastreams - 02wsipartradiance

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreams02wsipartradiance Documentation Data Quality Plots Citation DOI: 10.5439/1025026 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 02WSIPARTRADIANCE WSI: calibrated red or clear images and house keeping data, 2-min intervals Active Dates 2000.02.17 - 2000.04.10 Originating Instrument Whole Sky Imager (WSI) Measurements The measurements below provided by this

  14. ARM - Datastreams - aosnanosmps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaosnanosmps Documentation Data Quality Plots Citation DOI: 10.5439/1242975 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Error occurred. No datastream found.

  15. ARM - Datastreams - wsacrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamswsacrspeccmaskcopol Documentation Data Quality Plots Citation DOI: 10.5439/1150288 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : WSACRSPECCMASKCOPOL W-Band Scanning ARM Cloud Radar, filtered spectral data, co-polarized mode

  16. ARM - Datastreams - wsacrspeccmaskxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamswsacrspeccmaskxpol Documentation Data Quality Plots Citation DOI: 10.5439/1150289 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : WSACRSPECCMASKXPOL W-Band Scanning ARM Cloud Radar, filtered spectral data, cross-polarized mode

  17. ARM - Datastreams - xsacrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsxsacrspeccmaskcopol Documentation Data Quality Plots Citation DOI: 10.5439/1150301 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : XSACRSPECCMASKCOPOL X-Band Scanning ARM Cloud Radar, filtered spectral data, co-polarized mode

  18. ARM - Datastreams - xsacrspeccmaskxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsxsacrspeccmaskxpol Documentation Data Quality Plots Citation DOI: 10.5439/1150302 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : XSACRSPECCMASKXPOL X-Band Scanning ARM Cloud Radar, filtered spectral data, cross-polarized mode

  19. ARM - Datastreams - aostap

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  1. ARM - Datastreams - aoscaps

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    Datastreamsrainwb Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : RAINWB Weighing Bucket Rain Gauge Active Dates 2011.10.03 - 2016.06.03 Measurement Categories Atmospheric State Originating Instrument Rain Gauge (RAIN) Measurements Only measurements considered scientifically relevant are shown below by default. Show all measurements Measurement Units Variable Altitude

  13. ARM - Datastreams - sashemfr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssashemfr Documentation Data Quality Plots Citation DOI: 10.5439/1150261 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SASHEMFR Pixels from SASHe corresponding to MFR radiometer wavelengths Active Dates 2012.03.23 - 2016.09.02 Measurement Categories Radiometric Originating Instrument Shortwave Array Spectroradiometer-Hemispheric (SASHE) Measurements Only

  14. ARM - Datastreams - sashenir

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssashenir Documentation Data Quality Plots Citation DOI: 10.5439/1150262 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SASHENIR Shortwave Array Spectroradiometer-Hemispheric, Near-InfraRed channel Active Dates 2012.03.23 - 2016.09.02 Measurement Categories Radiometric Originating Instrument Shortwave Array Spectroradiometer-Hemispheric (SASHE) Measurements

  15. ARM - Datastreams - sashevis

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssashevis Documentation Data Quality Plots Citation DOI: 10.5439/1150263 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SASHEVIS Shortwave Array Spectroradiometer-Hemispheric, VISible channel Active Dates 2012.03.23 - 2016.09.02 Measurement Categories Radiometric Originating Instrument Shortwave Array Spectroradiometer-Hemispheric (SASHE) Measurements Only

  16. ARM - Datastreams - surthref

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssurthref Documentation Data Quality Plots Citation DOI: 10.5439/1025285 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SURTHREF Surface Temperature and Humidity Reference system for sondes Active Dates 2005.07.28 - 2014.09.15 Measurement Categories Atmospheric State Originating Instrument Surface Temperature and Humidity Reference System for Sondes

  17. ARM - Datastreams - thwaps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsthwaps Documentation Data Quality Plots Citation DOI: 10.5439/1025304 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Example thwaps Archive Data Plot Example thwaps Archive Data Plot Datastream : THWAPS Temperature, humidity, winds and pressure system (THWAPS): meterological data Active Dates 1999.09.21 - 2016.01.25 Measurement Categories Atmospheric State Originating

  18. ARM - Datastreams - tsiskycover

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamstsiskycover Documentation Data Quality Plots Citation DOI: 10.5439/1025308 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Example tsiskycover Archive Data Plot Example tsiskycover Archive Data Plot Datastream : TSISKYCOVER Total Sky Imager (TSI): fractional sky coverage Active Dates 2000.07.02 - 2016.09.03 Measurement Categories Cloud Properties Originating Instrument

  19. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    CenterExternal Data Streams External Data Center Order Data Description of External Data Streams Data Viewers and Plots (selected data sets) XDC Documentation ARM External Datastream Descriptions List by Instrument Category Aerosols TDMADAP: Aerosol Properties derived from TDMA Measurements Atmospheric Carbon FLUXNET: FluxNet: Network of Regional CO2 and Energy Flux Tower Networks Atmospheric Profiling ACARS: Aircraft Communications Addressing and Reporting System GOESWATER: Water Profiles from

  20. ARM - Datastreams - 05okm

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    5okm Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 05OKM Oklahoma Mesonet (OKM): 5-min averages, meteorological data from 111 stations Active Dates 1994.01.01 - 2016.08.30 Measurement Categories Atmospheric State, Radiometric Originating Instrument Oklahoma Mesonet (OKM) Description These data can only be distributed to ARM scientists. ARM scientists

  1. ARM - Datastreams - 915issrwptempcon

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    issrwptempcon Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915ISSRWPTEMPCON Derived: temperature data from the 915RWP (consensus) and sonde, at altitude Active Dates 1997.01.01 - 2001.01.24 Originating Instrument 915RWP Derived Data with Sonde at Altitude (ISSRWP) Measurements The measurements below provided by this product are those considered

  2. ARM - Datastreams - 915rwphiwindmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    rwphiwindmom Documentation Data Quality Plots Citation DOI: 10.5439/1025124 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915RWPHIWINDMOM 915-MHz Radar Wind Profiler/RASS (RWP915): high power, wind moments data Active Dates 1997.05

  3. ARM - Datastreams - 915rwplowindmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    rwplowindmom Documentation Data Quality Plots Citation DOI: 10.5439/1025126 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 915RWPLOWINDMOM 915-MHz Radar Wind Profiler/RASS (RWP915): low power, wind moments data Active Dates 1997.04

  4. ARM - Datastreams - aosacsmcal

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaosacsmcal Documentation Data Quality Plots Citation DOI: 10.5439/1095579 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AOSACSMCAL AOS: aerosol chemical speciation monitor, calibration data Active Dates 2010.11.20 - 2012.04.30 Originating Instrument Aerosol Chemical Speciation Monitor (ACSM) Measurements Only measurements considered scientifically

  5. ARM - Datastreams - aosghgaux

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaosghgaux Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AOSGHGAUX AOS: Greenhouse Gas Monitor Auxiliary Data Active Dates 2015.04.22 - 2016.09.02 Originating Instrument Greenhouse Gas Monitor (GHG) Measurements Only measurements considered scientifically relevant are shown below by default. Show all measurements Measurement Units Variable Altitude above mean

  6. ARM - Datastreams - assistengineer

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsassistengineer Documentation Data Quality Plots Citation DOI: 10.5439/1095591 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ASSISTENGINEER Atmospheric Sounder Spectrometer for Infrared Spectral Technology (ASSIST): engineering data Active Dates 2012.12.07 - 2016.09.02 Originating Instrument Atmospheric Sounder Spectrometer for Infrared Spectral Technology

  7. ARM - Datastreams - gndmfr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsgndmfr Documentation Data Quality Plots Citation DOI: 10.5439/1025190 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GNDMFR Ground-oriented multifilter radiometer (MFR): upwelling radiances Active Dates 1997.10.26 - 1998.09.30 Originating Instrument Ground Multifilter Radiometer (GNDMFR) Measurements The measurements below provided by this product are

  8. ARM - Datastreams - gps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsgps Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GPS Global Positioning System: location of Ice Station SHEBA during the experimental period Active Dates 1997.10.17 - 1998.10.04 Originating Instrument Global Positioning System (GPS) Measurements The measurements below provided by this product are those considered scientifically relevant. Measurement

  9. ARM - Datastreams - mfrsraux

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmfrsraux Documentation Data Quality Plots Citation DOI: 10.5439/1025226 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MFRSRAUX Auxiliary data for the ARM Multi-Filter Rotating Shadowband Radiometer (MFRSR) Active Dates 2010.11.03 - 2016.09.02 Originating Instrument Multifilter Rotating Shadowband Radiometer (MFRSR) Measurements Only measurements

  10. ARM - Datastreams - mmcrpow

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmmcrpow Documentation Data Quality Plots Citation DOI: 10.5439/1025233 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MMCRPOW Millimeter Wavelength Cloud Radar (MMCR): transmitted RF power Active Dates 1996.11.07 - 2006.08.12 Originating Instrument Millimeter Wavelength Cloud Radar (MMCR) Measurements The measurements below provided by this product are

  11. ARM - Datastreams - mmcrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmmcrspeccmaskcopol Documentation Data Quality Plots Citation DOI: 10.5439/1025236 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MMCRSPECCMASKCOPOL Millimeter Wave Cloud Radar (MMCR), filtered spectral data, co-polarized mode Active Dates 2008.04.21 - 2010.08.02 Originating Instrument Millimeter Wavelength Cloud Radar (MMCR) Measurements The measurements

  12. ARM - Datastreams - mmcrspeccmaskpr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmmcrspeccmaskpr Documentation Data Quality Plots Citation DOI: 10.5439/1025238 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MMCRSPECCMASKPR Millimeter Wave Cloud Radar (MMCR), filtered spectral data, precipitation mode Active Dates 2008.04.21 - 2011.02.27 Originating Instrument Millimeter Wavelength Cloud Radar (MMCR) Measurements The measurements below

  13. ARM - Datastreams - mmcrspeccmaskxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmmcrspeccmaskxpol Documentation Data Quality Plots Citation DOI: 10.5439/1025239 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MMCRSPECCMASKXPOL Millimeter Wave Cloud Radar (MMCR), filtered spectral data, cross-polarized mode Active Dates 2008.04.21 - 2010.08.02 Originating Instrument Millimeter Wavelength Cloud Radar (MMCR) Measurements The measurements

  14. ARM - Datastreams - mmcrspecmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmmcrspecmom Documentation Data Quality Plots Citation DOI: 10.5439/1025241 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MMCRSPECMOM Millimeter Wave Cloud Radar (MMCR), spectral data Active Dates 2003.09.09 - 2011.03.28 Originating Instrument Millimeter Wavelength Cloud Radar (MMCR) Measurements The measurements below provided by this product are those

  15. ARM - Datastreams - mwrhfcal150

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmwrhfcal150 Documentation Data Quality Plots Citation DOI: 10.5439/1150245 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MWRHFCAL150 Microwave Radiometer: High Frequency, calibration data for 150GHz channel Active Dates 2008.09.15 - 2016.08.30 Originating Instrument Microwave Radiometer - High Frequency (MWRHF) Measurements Only measurements considered

  16. ARM - Datastreams - mwrhfcal90

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmwrhfcal90 Documentation Data Quality Plots Citation DOI: 10.5439/1150246 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MWRHFCAL90 Microwave Radiometer: High Frequency, calibration data for 90GHz channel Active Dates 2008.09.15 - 2016.09.02 Originating Instrument Microwave Radiometer - High Frequency (MWRHF) Measurements Only measurements considered

  17. ARM - Datastreams - mwrtip

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmwrtip Documentation Data Quality Plots Citation DOI: 10.5439/1025255 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : MWRTIP Microwave Water Radiometer (MWR): airmasses, brightness temperatures (TIP mode) Active Dates 1993.07.21 - 2016.09.02 Originating Instrument Microwave Radiometer (MWR) Measurements Only measurements considered scientifically relevant

  18. ARM - Datastreams - noaaaosfitrh

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsnoaaaosfitrh Documentation XDC documentation Data Quality Plots Citation DOI: 10.5439/1025261 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : NOAAAOSFITRH Aerosol Observing System (AOS): fitted relative humidity, mentor-QC applied Active Dates 1998.11.02 - 2011.12.31 Originating Instrument Aerosol Observing System (AOS) Measurements The measurements below

  19. ARM - Datastreams - omi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsomi Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : OMI Ozone Monitoring Instrument Active Dates 2004.10.01 - 2016.06.30 Measurement Categories Aerosols, Atmospheric State, Surface Properties Originating Instrument Ozone Monitoring Instrument (OMI) Measurements The measurements below provided by this product are those considered

  20. ARM - Datastreams - prpgps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsprpgps Documentation Data Quality Plots Citation DOI: 10.5439/1150255 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : PRPGPS Portable Radiation Package: Position and Heading Data Active Dates 2012.11.03 - 2015.02.11 Originating Instrument Portable Radiation Package (PRP) Measurements Only measurements considered scientifically relevant are shown below by

  1. ARM - Datastreams - rllog

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsrllog Documentation Data Quality Plots Citation DOI: 10.5439/1025266 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : RLLOG Raman Lidar: instrument log data (alignment tweaks, etc) Active Dates 1999.12.02 - 2016.09.02 Originating Instrument Raman Lidar (RL) Measurements Only measurements considered scientifically relevant are shown below by default. Show all

  2. ARM - Datastreams - sodarspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssodarspec Documentation Data Quality Plots Citation DOI: 10.5439/1150266 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SODARSPEC Mini Sound Detection and Ranging (SODAR), spectral data Active Dates 2012.08.21 - 2013.06.15 Originating Instrument Mini Sound Detection and Ranging (SODAR) Measurements Only measurements considered scientifically relevant are

  3. ARM - Datastreams - sodarwindave

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssodarwindave Documentation Data Quality Plots Citation DOI: 10.5439/1150267 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SODARWINDAVE ABLE: minisodar (mini - sound det. & ranging) wind profiles, 100-200 m, avg Active Dates 1997.04.01 - 2004.03.3

  4. ARM - Datastreams - sodarwindraw

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssodarwindraw Documentation Data Quality Plots Citation DOI: 10.5439/1150268 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SODARWINDRAW ABLE: minisodar (mini - sound det. & ranging) wind profiles, 100-200 m, raw data Active Dates 1997.04.01 - 2004.04.0

  5. ARM - Datastreams - soil

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssoil Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SOIL ABLE: soil temperature, moisture, heat flow, 30-min avg Active Dates 1999.05.23 - 2004.04.01 Originating Instrument Soil Measurement from the SGP (SOIL) Measurements The measurements below provided by this product are those considered scientifically relevant. Measurement Variable Locations Southern

  6. ARM - Datastreams - swacrrrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsswacrrrhi Documentation Data Quality Plots Citation DOI: 10.5439/1025293 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SWACRRRHI S-WACR Range-unambiguous Range-Height Indicator scan Active Dates 2009.10.23 - 2009.11.30

  7. ARM - Datastreams - swacrvrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsswacrvrhi Documentation Data Quality Plots Citation DOI: 10.5439/1025298 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SWACRVRHI S-WACR Velocity-unambiguous Range-Height Indicator scan Active Dates 2009.10.05 - 2009.11.09

  8. ARM - Datastreams - toms

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamstoms Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : TOMS Total Ozone Mapping Experiment Spectrometer Active Dates 1996.07.22 - 2005.12.14 Measurement Categories Aerosols, Atmospheric State, Surface Properties Originating Instrument Total Ozone Mapping Spectrometer (TOMS) Measurements The measurements below provided by this product are those

  9. Statistical criteria for characterizing irradiance time series.

    SciTech Connect (OSTI)

    Stein, Joshua S.; Ellis, Abraham; Hansen, Clifford W.

    2010-10-01

    We propose and examine several statistical criteria for characterizing time series of solar irradiance. Time series of irradiance are used in analyses that seek to quantify the performance of photovoltaic (PV) power systems over time. Time series of irradiance are either measured or are simulated using models. Simulations of irradiance are often calibrated to or generated from statistics for observed irradiance and simulations are validated by comparing the simulation output to the observed irradiance. Criteria used in this comparison should derive from the context of the analyses in which the simulated irradiance is to be used. We examine three statistics that characterize time series and their use as criteria for comparing time series. We demonstrate these statistics using observed irradiance data recorded in August 2007 in Las Vegas, Nevada, and in June 2009 in Albuquerque, New Mexico.

  10. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    name timeoffsets (changed to timeoffset) Acronyms MOLTS Model Output Location Time Series NAC North American Continent NCEP National Centers for Environmental Prediction NSA...

  11. ARM - Datastreams - sirs60s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SIRS60S Solar and Infrared Radiation Station (SIRS): 60-sec data Active Dates ...

  12. ARM - Datastreams - sonicwind2d

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    We would love to hear from you Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SONICWIND2D Horizontal wind speed and direction from ultrasonic wind sensor ...

  13. ARM - Datastreams - skyrad60s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skyrad60s Archive Data Plot Example skyrad60s Archive Data Plot Datastream : SKYRAD60S Sky radiation sensor: 60-second downwelling irradiances Active Dates 1996.10.09 -...

  14. ARM - Datastreams - 15okm

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    5okm Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 15OKM Oklahoma Mesonet (OKM): 15-min averages, meteorological data from 111 stations Active Dates 1970.01.01 - 2016.08.30 Measurement Categories Surface Properties Originating Instrument Oklahoma Mesonet (OKM) Description These data can only be distributed to ARM scientists. ARM scientists who obtain

  15. ARM - Datastreams - 30okm

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    okm Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 30OKM Oklahoma Mesonet (OKM): meteorological data from 111 stations, 30-min avg Active Dates 1998.01.01 - 2016.08.30 Measurement Categories Surface Properties Originating Instrument Oklahoma Mesonet (OKM) Description These data can only be distributed to ARM scientists. ARM scientists who obtain these

  16. ARM - Datastreams - ruc60

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsruc60 Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : RUC60 Rapid Update Cycle (RUC) model: output, 60 km grid covering Southern Great Plains Active Dates 1996.05.08 - 1998.04.23 Measurement Categories Atmospheric State Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The measurements below provided by this product are

  17. ARM - Datastreams - wacr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamswacr Documentation Data Quality Plots Citation DOI: 10.5439/1025317 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Example wacr Archive Data Plot Example wacr Archive Data Plot Datastream : WACR W-band (95 GHz) ARM Cloud Radar Active Dates 2005.06.22 - 2015.12.02 Measurement Categories Cloud Properties Originating Instrument W-Band (95 GHz) ARM Cloud Radar (WACR)

  18. ARM - Datastreams - 1290bsrwpspeclolowprecip

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    bsrwpspeclolowprecip Documentation Data Quality Plots Citation DOI: 10.5439/1256317 DOI: 10.5439/1274210 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290BSRWPSPECLOLOWPRECIP Spectra from 1290-MHz Beam-Steered Radar Wind Profiler (BSRWP) operating in low-low precipitation mode Active Dates 2013.05.18 - 2015.11.25 Originating Instrument Radar Wind Profiler (RWP)

  19. ARM - Datastreams - 1290bsrwpspeclolowwind

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    bsrwpspeclolowwind Documentation Data Quality Plots Citation DOI: 10.5439/1256318 DOI: 10.5439/1274213 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290BSRWPSPECLOLOWWIND Spectra from 1290-MHz Beam-Steered Radar Wind Profiler (BSRWP) operating in low-low wind mode Active Dates 2013.05.18 - 2015.02.12 Originating Instrument Radar Wind Profiler (RWP) Measurements

  20. ARM - Datastreams - 1290bsrwpspeclowprecip

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    bsrwpspeclowprecip Documentation Data Quality Plots Citation DOI: 10.5439/1256319 DOI: 10.5439/1274212 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290BSRWPSPECLOWPRECIP Spectra from 1290-MHz Beam-Steered Radar Wind Profiler (BSRWP) operating in low precipitation mode Active Dates 2013.05.18 - 2015.02.12 Originating Instrument Radar Wind Profiler (RWP)

  1. ARM - Datastreams - 1290bsrwpspeclowwind

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    bsrwpspeclowwind Documentation Data Quality Plots Citation DOI: 10.5439/1256320 DOI: 10.5439/1274214 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 1290BSRWPSPECLOWWIND Spectra from 1290-MHz Beam-Steered Radar Wind Profiler (BSRWP) operating in low wind mode Active Dates 2013.05.18 - 2015.02.12 Originating Instrument Radar Wind Profiler (RWP) Measurements Only

  2. ARM - Datastreams - 15ebbr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    5ebbr Documentation Data Quality Plots Citation DOI: 10.5439/1025337 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : 15EBBR Energy Balance Bowen Ratio(EBBR) station: 15-min surf. met&soil data for heat flux Active Dates 1993.07.04 - 2016.09.02 Originating Instrument Energy Balance Bowen Ratio Station (EBBR) Measurements Only measurements considered scientifically

  3. ARM - Datastreams - 915rwptempspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  4. ARM - Datastreams - 915rwpwindspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  5. ARM - Datastreams - aoshumidograph

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaoshumidograph Documentation XDC documentation Data Quality Plots Citation DOI: 10.5439/1140199 DOI: 10.5439/1258772 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AOSHUMIDOGRAPH Settings and system measurements related to the PNNL-designed humidograph for the AOS Active Dates 2012.06.05 - 2016.09.02 Originating Instrument Aerosol Observing System (AOS)

  6. ARM - Datastreams - kazraux

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskazraux Documentation Data Quality Plots Citation DOI: 10.5439/1025211 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : KAZRAUX Ka ARM Zenith Radar (KAZR): auxiliary data Active Dates 2011.01.18 - 2016.09.02 Originating Instrument Ka ARM Zenith Radar (KAZR) Measurements Only measurements considered scientifically relevant are shown below by default. Show all

  7. ARM - Datastreams - mwacraux

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  8. ARM - Datastreams - rl

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  9. ARM - Datastreams - wacrreflmask

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamswacrreflmask Documentation Data Quality Plots Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : WACRREFLMASK W-band (95 GHz) ARM Cloud Radar: ???????? Active Dates 2006.03.24 - 2008.04.29 Originating Instrument W-Band (95 GHz) ARM Cloud Radar (WACR) Measurements The measurements below provided by this product are those considered scientifically relevant. Measurement Variable Locations Southern Great Plains SGP C1 Browse Data

  10. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    StreamsBalloon-Borne Sounding System Documentation SONDE Instrument External Datastream Descriptions ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Balloon-Borne Sounding System (SONDE) Information updated on August 14, GMT, 8:09 pm GMT General Data Description The Integrated Sounding System, developed by NCAR and NOAA, consisted of a transportable container with a RWP, RASS, and a navigation aid balloon-borne

  11. Integrated method for chaotic time series analysis

    DOE Patents [OSTI]

    Hively, Lee M.; Ng, Esmond G.

    1998-01-01

    Methods and apparatus for automatically detecting differences between similar but different states in a nonlinear process monitor nonlinear data. Steps include: acquiring the data; digitizing the data; obtaining nonlinear measures of the data via chaotic time series analysis; obtaining time serial trends in the nonlinear measures; and determining by comparison whether differences between similar but different states are indicated.

  12. Integrated method for chaotic time series analysis

    DOE Patents [OSTI]

    Hively, L.M.; Ng, E.G.

    1998-09-29

    Methods and apparatus for automatically detecting differences between similar but different states in a nonlinear process monitor nonlinear data are disclosed. Steps include: acquiring the data; digitizing the data; obtaining nonlinear measures of the data via chaotic time series analysis; obtaining time serial trends in the nonlinear measures; and determining by comparison whether differences between similar but different states are indicated. 8 figs.

  13. ARM - DOI Guidance for ARM Facility Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    The format may depend on the journal or publication requirements, but at a minimum, ARM encourages users to include ARM datastream DOIs with temporal and geospatial information and ...

  14. ARM - Datastreams - avhrr14gacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    gacman Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR14GACMAN Global Area Coverage 4-km resolution files for Manus

  15. ARM - Datastreams - avhrr14gacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  16. ARM - Datastreams - avhrr14lacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    lacman Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR14LACMAN AVHRR (NOAA 14), 1-km res., local area coverage of Manus

  17. ARM - Datastreams - avhrr14lacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  18. ARM - Datastreams - avhrr15gacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  19. ARM - Datastreams - avhrr15gacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  20. ARM - Datastreams - avhrr16gacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  1. ARM - Datastreams - avhrr16gacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  2. ARM - Datastreams - avhrr16lacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    lacman Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR16LACMAN AVHRR (NOAA 16), 1-km res., local area coverage of Manus

  3. ARM - Datastreams - avhrr16lacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    lacnau Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR16LACNAU AVHRR (NOAA 16), 1-km res., local area coverage of Nauru

  4. ARM - Datastreams - avhrr17lacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    lacman Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR17LACMAN AVHRR (NOAA 17), 1-km res., local area coverage of Manus from Kwajalein, provided by Aeromet Active Dates 2002.09.16

  5. ARM - Datastreams - avhrr17lacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  6. ARM - Datastreams - goes7ir

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ir Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GOES7IR GOES-7: infrared, channels 7, 10, 12

  7. ARM - Datastreams - goes7rad

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    rad Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GOES7RAD GOES-7: radiance, channels 7, 10, 12

  8. ARM - Datastreams - goes7vis

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    vis Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GOES7VIS GOES-7: visible channel

  9. ARM - Datastreams - goes8composite

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    composite Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GOES8COMPOSITE GOES-8: composite images

  10. ARM - Datastreams - goes8compositesmall

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    compositesmall Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GOES8COMPOSITESMALL GOES-8: composite images, small

  11. ARM - Datastreams - goes8hovmuller

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hovmuller Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GOES8HOVMULLER GOES-8: images, Hovmuller diagram Active Dates 1994.12.01 - 2001.12.01

  12. ARM - Datastreams - smet60s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssmet60s Documentation Data Quality Plots Citation DOI: 10.5439/1025282 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Error occurred. No datastream found.

  13. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... The remaining passbands are constructed with DF-xxx series integrated ... The passbands on the UVMFRSR are constructed with DF-xxx series integrated ...

  14. ARM - Datastreams - allruc20hybr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hybr Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ALLRUC20HYBR Rapid Update Cycle (RUC) model: hybrid analysis data, 20-km resolution Active Dates 2002.05.15 - 2002.10.16 Measurement Categories Atmospheric State, Cloud Properties, Radiometric, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The measurements

  15. ARM - Datastreams - allruc20isob

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    isob Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ALLRUC20ISOB Rapid Update Cycle (RUC) model: isobaric main analysis data, 20-km resolution Active Dates 2002.05.15 - 2002.10.16 Measurement Categories Atmospheric State, Cloud Properties, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The measurements below

  16. ARM - Datastreams - allruc40hybr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hybr Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ALLRUC40HYBR Rapid Update Cycle (RUC) model: hybrid analyisis data, 40 km resolution Active Dates 1998.12.05 - 2002.04.16 Measurement Categories Atmospheric State, Cloud Properties, Radiometric, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The measurements

  17. ARM - Datastreams - allruc40isob

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    isob Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ALLRUC40ISOB Rapid Update Cycle (RUC) model: isobaric main analysis data, 40-km resolution Active Dates 1998.04.20 - 2002.04.16 Measurement Categories Atmospheric State, Cloud Properties, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The measurements below

  18. ARM - Datastreams - aosccn1col

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    col Documentation XDC documentation Data Quality Plots Citation DOI: 10.5439/1256093 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AOSCCN1COL AOS: Cloud Condensation Nuclei Counter Active Dates 2014.01.25 - 2016.09.02 Measurement Categories Aerosols, Cloud Properties Originating Instrument Cloud Condensation Nuclei Particle Counter (CCN) Measurements Only

  19. ARM - Datastreams - avhrr12lacman

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    lacman Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR12LACMAN AVHRR (NOAA 12), 1-km res., local area coverage of Manus from Kwajalein, provided by Aeromet Active Dates 2002.04.19 - 2002.09.07

  20. ARM - Datastreams - avhrr12lacnau

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    lacnau Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AVHRR12LACNAU AVHRR (NOAA 12),1-km res., local area coverage of Nauru from Kwajalein, provided by Aeromet Active Dates 2002.04.16 - 2002.09.10

  1. ARM - Datastreams - isssonde10s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsisssonde10s Documentation XDC documentation Data Quality Plots Citation DOI: 10.5439/1046192 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : ISSSONDE10S Integrated Sounding System (ISS): meteorological data vertical profile, 10-s resolution Active Dates 1996.03.01 - 2002.05.14 Measurement Categories Atmospheric State Originating Instrument Integrated

  2. ARM - Datastreams - nwsupa1s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsnwsupa1s Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : NWSUPA1S NWS profiles with 1-second resolution Active Dates 2006.11.13 - 2016.06.30 Measurement Categories Atmospheric State Originating Instrument National Weather Service Upper Air Measurements (NWSUPA) Measurements The measurements below provided by this product are those considered

  3. ARM - Datastreams - nwsupa6s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsnwsupa6s Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : NWSUPA6S NWS profiles with 6-second resolution Active Dates 1996.03.31 - 2012.05.31 Measurement Categories Atmospheric State Originating Instrument National Weather Service Upper Air Measurements (NWSUPA) Measurements The measurements below provided by this product are those considered

  4. ARM - Datastreams - ruc20hybr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hybr Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : RUC20HYBR Rapid Update Cycle (RUC) model: daily hybrid analysis data, 20 km resolution Active Dates 2002.04.18 - 2012.05.01 Measurement Categories Atmospheric State, Cloud Properties, Radiometric, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The

  5. ARM - Datastreams - ruc20isob

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    isob Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : RUC20ISOB Rapid Update Cycle (RUC) model: daily isobaric analysis data, 20 km resolution Active Dates 2002.04.18 - 2012.05.01 Measurement Categories Atmospheric State, Cloud Properties, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The measurements below

  6. ARM - Datastreams - aeri01engineer

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaeri01engineer Documentation Data Quality Plots Citation DOI: 10.5439/1025140 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : AERI01ENGINEER Atmospheric Emitted Radiance Interferometer (AERI) 01: engineering data Active Dates 1995.07.22 - 2014.03.12 Originating Instrument Atmospheric Emitted Radiance Interferometer (AERI) Measurements Only measurements

  7. ARM - Datastreams - brs20s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  8. ARM - Datastreams - gms5hovmuller

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsgms5hovmuller Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GMS5HOVMULLER GMS-5: hovmuller diagram Active Dates 1996.10.01 - 2001.08.01 Originating Instrument Geostationary Meteorological Satellite (GMS) Measurements The measurements below provided by this product are those considered scientifically relevant. Measurement Variable Locations

  9. ARM - Datastreams - gndrad20s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsgndrad20s Documentation Data Quality Plots Citation DOI: 10.5439/1025191 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : GNDRAD20S Ground radiation sensor: 20-second upwelling radiation data Active Dates 1996.10.09 - 2016.09.02 Originating Instrument Ground Radiometers on Stand for Upwelling Radiation (GNDRAD) Measurements Only measurements considered

  10. ARM - Datastreams - mwr3ctip

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  11. ARM - Datastreams - aossmps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... ( time ) Sheath flow lmin sheathflow ( time ) Status flag (0normal scan, 1 xxx, 2xxx) unitless statusflag ( time ) Time offset from midnight time ( time ) Time offset ...

  12. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Satellite (MTSAT) series fulfills two functions: a meteorological function by the Japan Meteorological Agency and an aviation control function by for the Civil Aviation...

  13. ARM - Datastreams - aosccn100

    Office of Scientific and Technical Information (OSTI)

    um sizebin ( sizebin ) Droplet bin bounds sizebinbounds ( sizebin, bound ) Time offset from midnight time ( time ) Time cell bounds timebounds ( time, bound ) Time offset...

  14. ARM - Datastreams - mwr3c

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  15. ARM - Datastreams - synruc20isob

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssynruc20isob Documentation XDC documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SYNRUC20ISOB Rapid Update Cycle (RUC) model: isobaric output, 20 km grid, averaged to 40 km Active Dates 2002.04.18 - 2012.05.01 Measurement Categories Atmospheric State, Cloud Properties, Surface Properties Originating Instrument Rapid Update Cycle Model Data (RUC) Measurements The

  16. ARM - Datastreams - twrcam40m

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamstwrcam40m Documentation Data Quality Plots Citation DOI: 10.5439/1025312 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : TWRCAM40M Forty Meter Tower: video camera Active Dates 2001.06.20 - 2016.09.01 Measurement Categories Surface Properties Originating Instrument Tower Camera (TWRCAM) Measurements The measurements below provided by this product are those

  17. ARM - Datastreams - sirs20s

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamssirs20s Documentation Data Quality Plots Citation DOI: 10.5439/1025278 [ What is this? ] Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Datastream : SIRS20S Solar and Infrared Radiation Station (SIRS): 20-sec data Active Dates 1998.12.08 - 2016.09.03 Originating Instrument Solar and Infrared Radiation Station (SIRS) Measurements Only measurements considered scientifically relevant are

  18. ARM - Datastreams - sondewnpn

    Office of Scientific and Technical Information (OSTI)

    % rh ( time ) Atmospheric temperature Dry Bulb Temperature C tdry ( time ) Time offset from midnight seconds since 2003-07-07 00:00:00 0:00 time ( time ) Time offset from...

  19. ARM - Datastreams - aosco

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time ) Time offset from basetime timeoffset ( time ) Valve position for mass flow controller 1 unitless valvepositionMFC1 ( time ) Valve position mass flow controller 2 ...

  20. ARM - Datastreams - aosso2

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... ( time ) Time offset from basetime timeoffset ( time ) Valve position for mass flow controller 1 unitless valvepositionMFC1 ( time ) Valve position mass flow controller 2 ...

  1. ARM - Datastreams - iapmfr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    by GPS, time in the form hhmmss. unitless gpstimeutc ( time ) Speed over ground ms groundspeed ( time ) Detector Temperature C headtemp ( time ) Second detector...

  2. ARM - Datastreams - rad

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Resistance Kohms downlonghemispcaseresist ( time ) Downwelling Pyrgeometer Dome Thermistor Resistance kohm downlonghemispdomeresist ( time ) Downwelling Longwave...

  3. ARM - Datastreams - 50rwpwindmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    MHz sampr ( time ) Individual spectrum integration time s sitime ( time ) Signal to noise ratio dB*100 snr ( time, rangegate ) Average time per average spectra. Also known as...

  4. ARM - Datastreams - swacrvpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  5. ARM - Datastreams - swacrfpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  6. ARM - Datastreams - swacrvad

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  7. ARM - Datastreams - swacrhsrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  8. ARM - Datastreams - swacrblrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  9. ARM - Datastreams - swacrppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  10. ARM - Datastreams - swacrcwrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  11. ARM - Datastreams - mwacr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( height ) North latitude degreeN lat ( time ) East longitude degreeE lon ( time ) Radar Doppler Mean Doppler velocity ms meandopplervelocity ( time, height ) Receiver...

  12. ARM - Datastreams - swacrcal

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    time ) Rate of pedestal motion in the elevation degreessec Elevationscanrate ( time ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, rangegates )...

  13. ARM - Datastreams - rain

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    0:00 basetime Record with error unitless errorlatch ( time ) Frequency average, sensor 1 Hz frequency1 ( time ) Frequency average, sensor 2 Hz frequency2 ( time ) Frequency...

  14. ARM - Datastreams - 50rwpwindspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Oblique FFT bandwidth ms oband ( time ) Number of pulse code bits count pcbits ( time ) Pulse length ns plen ( time ) Pulse repetition frequency kHz prf ( time ) Height index...

  15. ARM - Datastreams - xsaprsur

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    polarization Differential reflectivity (ZDR) dB differentialreflectivity ( time, range ) Radar Doppler Doppler spectrum width meterspersecond dopplerspectrumwidth ( time,...

  16. ARM - Datastreams - xsaprrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    polarization Differential reflectivity (ZDR) dB differentialreflectivity ( time, range ) Radar Doppler Doppler spectrum width meterspersecond dopplerspectrumwidth ( time,...

  17. ARM - Datastreams - xsaprppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    polarization Differential reflectivity (ZDR) dB differentialreflectivity ( time, range ) Radar Doppler Doppler spectrum width meterspersecond dopplerspectrumwidth ( time,...

  18. ARM - Datastreams - xsaprvpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    polarization Differential reflectivity (ZDR) dB differentialreflectivity ( time, range ) Radar Doppler Doppler spectrum width meterspersecond dopplerspectrumwidth ( time,...

  19. ARM - Datastreams - aoscpcf

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Dilution slope unitless dilutionslope Dilution flow valve position unitless dilutionvalveposition ( time ) Flow read sccm flowread ( time ) Flow setpoint sccm ...

  20. ARM - Datastreams - wsacrcwrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    range ) targetscanrateforsweep degrees per second scanrate ( time ) Signal-to-noise ratio, horizontal channel dB signaltonoiseratiocopolarh ( time, range )...

  1. ARM - Datastreams - kasacrslr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    range ) targetscanrateforsweep degrees per second scanrate ( time ) Signal-to-noise ratio, horizontal channel dB signaltonoiseratiocopolarh ( time, range )...

  2. ARM - Datastreams - wsacrslr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    range ) targetscanrateforsweep degrees per second scanrate ( time ) Signal-to-noise ratio, horizontal channel dB signaltonoiseratiocopolarh ( time, range )...

  3. ARM - Datastreams - wsacrblrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    range ) targetscanrateforsweep degrees per second scanrate ( time ) Signal-to-noise ratio, horizontal channel dB signaltonoiseratiocopolarh ( time, range )...

  4. ARM - Datastreams - wsacrcrraster

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    range ) targetscanrateforsweep degrees per second scanrate ( time ) Signal-to-noise ratio, horizontal channel dB signaltonoiseratiocopolarh ( time, range )...

  5. ARM - Datastreams - wsacrvpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    range ) targetscanrateforsweep degrees per second scanrate ( time ) Signal-to-noise ratio, horizontal channel dB signaltonoiseratiocopolarh ( time, range )...

  6. ARM - Datastreams - prprad

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    pyrgeometer degC downlonghemispcasetemp ( time ) Downwelling pyrgeometer dome thermistor temperature, pyrgeometer degC downlonghemispdometemp ( time ) Standard...

  7. ARM - Datastreams - kazrpr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    snrcopol ( time, range ) Signal-to-noise ratio, cross-polar dB snrxpol ( time, range ) Radar Doppler Spectral width ms spectralwidth ( time, range ) Sweep number count sweep (...

  8. ARM - Datastreams - mmcrmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time ) Receiver Cal Check Level dB CalCheckLevel ( mode ) Receiver Cal Check Time Stamp s CalCheckTime ( mode ) Circular Depolarization Ratio dB CircularDepolarizationRatio (...

  9. ARM - Datastreams - wsacrrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  10. ARM - Datastreams - wsacrppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  11. ARM - Datastreams - kasacrppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  12. ARM - Datastreams - xsacrcwrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width meters...

  13. ARM - Datastreams - xsacrppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  14. ARM - Datastreams - wsacrcrrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  15. ARM - Datastreams - xsacrslr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  16. ARM - Datastreams - xsacrrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  17. ARM - Datastreams - xsacrblrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  18. ARM - Datastreams - kasacrrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  19. ARM - Datastreams - xsacrzppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  20. ARM - Datastreams - wsacrcrcal

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  1. ARM - Datastreams - xsacrvpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  2. ARM - Datastreams - xsacrcrraster

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    skypowercopol ( time ) Sky power, cross-polar dBm skypowerxpol ( time ) Signal-to-noise-ratio dB snr ( time, range ) Cloud particle size distribution Spectrum width ms...

  3. ARM - Datastreams - vdisdrops

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time ) Base time in Epoch seconds since 1970-1-1 0:00:00 0:00 basetime Hydrometeor Geometry Individual drop height as measured by camera A mm dropheighta ( time ) Hydrometeor...

  4. ARM - Datastreams - nav

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    latitude degreeN lat ( time ) East longitude degreeE lon ( time ) Surface condition Pitch: bow up positive degrees pitch ( time ) Pitch angular rate, bow up positive degreesec...

  5. ARM - Datastreams - mwacrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    field unitless locatormask ( time, range ) East longitude degreeE lon ( time ) Ship pitch, axis starboard-to-port, positive is bow up degree pitch ( time ) Range (center of...

  6. ARM - Datastreams - tps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    m alt Base time in Epoch seconds since 1970-1-1 0:00:00 0:00 basetime Checksum unitless crc ( time, stringlen5 ) Fault indicator unitless faultind ( time ) Instrument...

  7. ARM - Datastreams - kasacrawrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon Longitude degreeseast longitude Radar Doppler Mean Doppler velocity meters per second meandopplervelocity ( time, range...

  8. ARM - Datastreams - xsacrawrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon Longitude degreeseast longitude Radar Doppler Mean Doppler velocity meters per second meandopplervelocity ( time, range...

  9. ARM - Datastreams - kazrspeccmaskgexpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) Signal-to-noise ratio dB signaltonoiseratio ( time, range ) Radar Doppler Spectra 10 * log(signal power in milliwatts) spectra ( numspectra,...

  10. ARM - Datastreams - wacrspeccmaskxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Units Variable Locator Mask for Spectra unitless LocatorMask ( time, heights ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, heights ) Calculated...

  11. ARM - Datastreams - wacrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Units Variable Locator Mask for Spectra unitless LocatorMask ( time, heights ) Radar Doppler Mean Doppler Velocity ms MeanDopplerVelocity ( time, heights ) Calculated...

  12. ARM - Datastreams - wsacrawrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon Longitude degreeseast longitude Radar Doppler Mean Doppler velocity meters per second meandopplervelocity ( time, range...

  13. ARM - Datastreams - prpfrsr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time ) Shortwave broadband total downwelling irradiance No-shadow record, mean signal from the broadband channel when no shadow is detected mV signalbroadband ( time )...

  14. ARM - Datastreams - aosghg

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    East longitude degreeE lon Value indicates state of the rotary valco valve (range 1 to 8) unitless mpvalveposition ( time ) Arbitrary status. unitless outletvalve ( time ) ...

  15. ARM - Datastreams - aosccn100

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    are larger than 10um count CCNoverflow ( time ) CCN Proportional valve voltage V CCNproportionalvalvevoltage ( time ) AOS CCN sample saturation setpoint value reported by ...

  16. ARM - Datastreams - aosccn200

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... second column count CCNoverflow2 ( time ) CCN Proportional valve voltage, first column V CCNproportionalvalvevoltage1 ( time ) CCN Proportional valve voltage, second column ...

  17. ARM - Datastreams - noaaaosccn100

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    CCN OPC laser current mA CCNlasercurrent ( time ) CCN Proportional valve voltage V CCNproportionalvalvevoltage ( time ) AOS CCN sample saturation setpoint value reported by ...

  18. ARM - Datastreams - aosccn

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Measurement Units Variable First stage monitor voltage V (DC) CCNFirstStageMonitorVoltage ( time ) AOS CCN sample pressure hPa CCNPsample ( time ) CCN Proportional valve voltage ...

  19. ARM - Datastreams - aoscpcu

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ccmin dilutionflowsetpoint ( time ) Valve position, open or closed. Value of 1open, 0closed, -1error unitless dilutionvalveposition ( time ) Flow setpoint sccm ...

  20. ARM - Datastreams - sodar

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Variable Altitude above mean sea level m alt Backscatter, as total intensity of received signal, filtered and range-normalized unitless backscatter ( time, height ) Base time in...

  1. ARM - Datastreams - twr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    qcvaporpressuremean ( time, height ) Quality check results on field: Wind direction vector mean unitless qcwdirvecmean ( time, height ) Quality check results on field: Wind...

  2. ARM - Datastreams - assistsummary

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... setting degC abbsetpoint ( time ) Ambient blackbody temperature at apex of cavity degC abbthermistorapex ( time ) Ambient blackbody temperature at bottom of cone degC ...

  3. ARM - Datastreams - gvr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... of noise diode degC tempnoisediode ( time ) Physical temperature of thermoelectric cooling plate degC tempthermoelectriccoolingplate ( time ) Temperature of the warm ...

  4. ARM - Datastreams - sws

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    qctime ( time ) Quality check results on field: Calibrated spectrum unitless qczenspeccalib ( time, wavelength ) Shutter state (0:open, 1: closed) none shutterclosed (...

  5. ARM - Datastreams - saszevis

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    temperature degC chillertemperature ( time ) Spectrometer internal clock ticks for Si VIS spectrometer s clockticks ( time ) Collector internal dew point deg C collectordewpoint ...

  6. ARM - Datastreams - sashevishisun

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    temperature degC chillertemperature ( time ) Spectrometer internal clock ticks for Si VIS spectrometer s clockticks ( time ) Collector internal dew point deg C collectordewpoint ...

  7. ARM - Datastreams - mfraaf

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    sentences that must be received before clock adjustment. unitless gpsready ( time ) ...rationfactorfilter6 Number of times the clock has been changed since the program started ...

  8. ARM - Datastreams - sashenirlowsun

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    degC chillertemperature ( time ) Spectrometer internal clock ticks for InGaAs NIR spectrometer s clockticks ( time ) Collector internal dew point deg C ...

  9. ARM - Datastreams - saszenir

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    degC chillertemperature ( time ) Spectrometer internal clock ticks for InGaAs NIR spectrometer s clockticks ( time ) Collector internal dew point deg C ...

  10. ARM - Datastreams - sashenirhisun

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    degC chillertemperature ( time ) Spectrometer internal clock ticks for InGaAs NIR spectrometer s clockticks ( time ) Collector internal dew point deg C ...

  11. ARM - Datastreams - saszefilterbands

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    degC chillertemperature ( time ) Spectrometer internal clock ticks for InGaAs NIR spectrometer s clockticksnir ( time ) Spectrometer internal clock ticks for Si VIS ...

  12. ARM - Datastreams - sashevislowsun

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    temperature degC chillertemperature ( time ) Spectrometer internal clock ticks for Si VIS spectrometer s clockticks ( time ) Collector internal dew point deg C collectordewpoint ...

  13. ARM - Datastreams - kazrspeccmaskgecopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    port up deg roll ( time ) Signal-to-noise ratio dB signaltonoiseratio ( time, range ) Radar Doppler Spectra 10 lg(re 1 mW) spectra ( numspectra, speclength ) Radar Doppler...

  14. ARM - Datastreams - 30ebbr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    0:00:00 0:00 basetime Bowen ratio unitless bowenratio ( time ) Soil heat flow 1, corrected for soil moisture Wm2 corrsoilheatflow1 ( time ) Soil heat flow 2, ...

  15. ARM - Datastreams - amc

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    interval V battvoltmin ( time ) Average bulk soil electrical conductivity sensor 1 dSm ec1 ( time ) Average bulk soil electrical conductivity sensor 1 dSm ec1avg ( ...

  16. ARM - Datastreams - sebs

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    0:00:00 0:00 basetime Battery voltage V batteryvoltage ( time ) Soil heat flow 1, corrected for soil moisture Wm2 corrsoilheatflow1 ( time ) Soil heat flow 2, ...

  17. ARM - Datastreams - mwrlos

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Base time in Epoch seconds since 1970-1-1 0:00:00 0:00 basetime 23.8 GHz Blackbody signal count bb23 ( time ) 31.4 GHz Blackbody signal counts bb31 ( time ) 23.8 GHz...

  18. ARM - Datastreams - kazrspeccmaskhicopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( range, bound ) Ship roll, axis along ship length, positive is port up deg roll ( time ) Radar Doppler Spectra 10 * log(signal power in milliwatts) spectra ( numspectra,...

  19. ARM - Datastreams - kazrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    positive for motion away from the instrument ms meandopplervelocity ( time, range ) Radar Doppler Mean doppler velocity, co-polarization ms meandopplervelocitycopol (...

  20. ARM - Datastreams - wsacrhsrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon longitude degreeE longitude Radar Doppler Radial mean Doppler velocity, positive for motion away from the instrument...

  1. ARM - Datastreams - kazrge

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    positive for motion away from the instrument ms meandopplervelocity ( time, range ) Radar Doppler Mean doppler velocity, co-polarization ms meandopplervelocitycopol (...

  2. ARM - Datastreams - kasacrzppi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon longitude degreeseast longitude Radar Doppler Radial mean Doppler velocity, positive for motion away from the instrument...

  3. ARM - Datastreams - kazrmd

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    positive for motion away from the instrument ms meandopplervelocity ( time, range ) Radar Doppler Mean doppler velocity, co-polarization ms meandopplervelocitycopol (...

  4. ARM - Datastreams - kasacrvpt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon longitude degreeE longitude Radar Doppler Radial mean Doppler velocity, positive for motion away from the instrument...

  5. ARM - Datastreams - kasacrhsrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ( time, range ) East longitude degreeE lon longitude degreeE longitude Radar Doppler Radial mean Doppler velocity, positive for motion away from the instrument...

  6. ARM - Datastreams - mplpolfs

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    measurements Measurement Units Variable Altitude above mean sea level m alt Background signal, copol data countus backgroundsignalcopol ( time ) Background signal, cross pol...

  7. ARM - Datastreams - aeriengineer

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Measurement Units Variable Ambient blackbody temperature - apex K ABBapexTemp ( time ) Decimal representation of percentage weighting of ambient blackbody apex temperature unitless ...

  8. ARM - Datastreams - irt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    on field: Internal Reference Infra-Red Temperature unitless qcrefirtemp ( time ) Quality check results on field: Surface infra-red temperature unitless qcsfcirtemp ( ...

  9. ARM - Datastreams - hsrl

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... cross section per unit volume 1m raobbetam ( caltime, range ) Radiosonde station ID unitless raobstation ( caltime, sondenamelength ) Radiosonde launch time raobtime ( ...

  10. ARM - Datastreams - 50rwptempmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    rwptempmom Documentation Data Quality Plots ARM Data Discovery Browse Data Comments? We ... Radar Doppler Spectral width ms; 100*%, see comment specw ( time, height ) Acoustic ...

  11. ARM - Datastreams - mwrp

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    equilibriumLevelPres ( time ) Frequency gHz frequency ( frequency ) Height meters above ground level height ( height ) Zenith-pointing infrared temperature at 10um K...

  12. ARM - Datastreams - rphtilt

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    basetime North latitude degreeN lat East longitude degreeE lon Surface condition Pitch angle reported by tilt table degrees pitch ( time ) Surface condition Roll angle...

  13. ARM - Datastreams - 50rwptempspec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    considered scientifically relevant are shown below by default. Show all measurements Measurement Units Variable Altitude above mean sea level m alt Base time in Epoch seconds...

  14. ARM - Datastreams - pgs

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    latitude degreeN lat East longitude degreeE lon Multi-port valve position indicates state of the rotary valco valve (range 1 to 8) unitless mpvalveposition ( time ) Outlet DAC ...

  15. ARM - Datastreams - 915rwptempmom

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  20. Multifractal analysis of time series generated by discrete Ito equations

    SciTech Connect (OSTI)

    Telesca, Luciano; Czechowski, Zbigniew; Lovallo, Michele

    2015-06-15

    In this study, we show that discrete Ito equations with short-tail Gaussian marginal distribution function generate multifractal time series. The multifractality is due to the nonlinear correlations, which are hidden in Markov processes and are generated by the interrelation between the drift and the multiplicative stochastic forces in the Ito equation. A link between the range of the generalized Hurst exponents and the mean of the squares of all averaged net forces is suggested.

  1. STUDIES IN ASTRONOMICAL TIME SERIES ANALYSIS. VI. BAYESIAN BLOCK REPRESENTATIONS

    SciTech Connect (OSTI)

    Scargle, Jeffrey D.; Norris, Jay P.; Jackson, Brad; Chiang, James

    2013-02-20

    This paper addresses the problem of detecting and characterizing local variability in time series and other forms of sequential data. The goal is to identify and characterize statistically significant variations, at the same time suppressing the inevitable corrupting observational errors. We present a simple nonparametric modeling technique and an algorithm implementing it-an improved and generalized version of Bayesian Blocks-that finds the optimal segmentation of the data in the observation interval. The structure of the algorithm allows it to be used in either a real-time trigger mode, or a retrospective mode. Maximum likelihood or marginal posterior functions to measure model fitness are presented for events, binned counts, and measurements at arbitrary times with known error distributions. Problems addressed include those connected with data gaps, variable exposure, extension to piecewise linear and piecewise exponential representations, multivariate time series data, analysis of variance, data on the circle, other data modes, and dispersed data. Simulations provide evidence that the detection efficiency for weak signals is close to a theoretical asymptotic limit derived by Arias-Castro et al. In the spirit of Reproducible Research all of the code and data necessary to reproduce all of the figures in this paper are included as supplementary material.

  2. Chaotic time series analysis in economics: Balance and perspectives

    SciTech Connect (OSTI)

    Faggini, Marisa

    2014-12-15

    The aim of the paper is not to review the large body of work concerning nonlinear time series analysis in economics, about which much has been written, but rather to focus on the new techniques developed to detect chaotic behaviours in economic data. More specifically, our attention will be devoted to reviewing some of these techniques and their application to economic and financial data in order to understand why chaos theory, after a period of growing interest, appears now not to be such an interesting and promising research area.

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  4. Time series power flow analysis for distribution connected PV generation.

    SciTech Connect (OSTI)

    Broderick, Robert Joseph; Quiroz, Jimmy Edward; Ellis, Abraham; Reno, Matthew J.; Smith, Jeff; Dugan, Roger

    2013-01-01

    Distributed photovoltaic (PV) projects must go through an interconnection study process before connecting to the distribution grid. These studies are intended to identify the likely impacts and mitigation alternatives. In the majority of the cases, system impacts can be ruled out or mitigation can be identified without an involved study, through a screening process or a simple supplemental review study. For some proposed projects, expensive and time-consuming interconnection studies are required. The challenges to performing the studies are twofold. First, every study scenario is potentially unique, as the studies are often highly specific to the amount of PV generation capacity that varies greatly from feeder to feeder and is often unevenly distributed along the same feeder. This can cause location-specific impacts and mitigations. The second challenge is the inherent variability in PV power output which can interact with feeder operation in complex ways, by affecting the operation of voltage regulation and protection devices. The typical simulation tools and methods in use today for distribution system planning are often not adequate to accurately assess these potential impacts. This report demonstrates how quasi-static time series (QSTS) simulation and high time-resolution data can be used to assess the potential impacts in a more comprehensive manner. The QSTS simulations are applied to a set of sample feeders with high PV deployment to illustrate the usefulness of the approach. The report describes methods that can help determine how PV affects distribution system operations. The simulation results are focused on enhancing the understanding of the underlying technical issues. The examples also highlight the steps needed to perform QSTS simulation and describe the data needed to drive the simulations. The goal of this report is to make the methodology of time series power flow analysis readily accessible to utilities and others responsible for evaluating

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    Line of Sight (MWRLOS) datastream. Although this was originally intended to be a straightforward update of the code, it became more complicated due to the following factors: * a...

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  9. Use of Long Time-series ACRF Measurements to Improve Data Quality...

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  10. Possible bias in tree-ring time series due to mortality (Journal...

    Office of Scientific and Technical Information (OSTI)

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  6. Real-time Series Resistance Monitoring in PV Systems; NREL (National Renewable Energy Laboratory)

    SciTech Connect (OSTI)

    Deceglie, M. G.; Silverman, T. J.; Marion, B.; Kurtz, S. R.

    2015-06-14

    We apply the physical principles of a familiar method, suns-Voc, to a new application: the real-time detection of series resistance changes in modules and systems operating outside. The real-time series resistance (RTSR) method that we describe avoids the need for collecting IV curves or constructing full series-resistance-free IV curves. RTSR is most readily deployable at the module level on apply the physical principles of a familiar method, suns-Voc, to a new application: the real-time detection of series resistance changes in modules and systems operating outside. The real-time series resistance (RTSR) method that we describe avoids the need for collecting IV curves or constructing full series-resistance-free IV curves. RTSR is most readily deployable at the module level on micro-inverters or module-integrated electronics, but it can also be extended to full strings. Automated detection of series resistance increases can provide early warnings of some of the most common reliability issues, which also pose fire risks, including broken ribbons, broken solder bonds, and contact problems in the junction or combiner box. We describe the method in detail and describe a sample application to data collected from modules operating in the field.

  7. The application of complex network time series analysis in turbulent heated jets

    SciTech Connect (OSTI)

    Charakopoulos, A. K.; Karakasidis, T. E. Liakopoulos, A.; Papanicolaou, P. N.

    2014-06-15

    In the present study, we applied the methodology of the complex network-based time series analysis to experimental temperature time series from a vertical turbulent heated jet. More specifically, we approach the hydrodynamic problem of discriminating time series corresponding to various regions relative to the jet axis, i.e., time series corresponding to regions that are close to the jet axis from time series originating at regions with a different dynamical regime based on the constructed network properties. Applying the transformation phase space method (k nearest neighbors) and also the visibility algorithm, we transformed time series into networks and evaluated the topological properties of the networks such as degree distribution, average path length, diameter, modularity, and clustering coefficient. The results show that the complex network approach allows distinguishing, identifying, and exploring in detail various dynamical regions of the jet flow, and associate it to the corresponding physical behavior. In addition, in order to reject the hypothesis that the studied networks originate from a stochastic process, we generated random network and we compared their statistical properties with that originating from the experimental data. As far as the efficiency of the two methods for network construction is concerned, we conclude that both methodologies lead to network properties that present almost the same qualitative behavior and allow us to reveal the underlying system dynamics.

  8. Climate signal detection using wavelet transform: How to make a time series sing

    SciTech Connect (OSTI)

    Lau, K.M.; Weng, H.

    1995-12-01

    In this paper, the application of the wavelet transform (WT) to climate time series analyses is introduced. A tutorial description of the basic concept of WT, compared with similar concepts used in music, is also provided. Using an analogy between WT representation of a time series and a music score, the authors illustrate the importance of local versus global information in the time-frequency localization of climate signals. Examples of WT applied to climate data analysis are demonstrated using analytic signals as well as real climate time series. Results of WT applied to two climate time series-that is, a proxy paleoclimate time series with a 2.5-Myr deep-sea sediment record of {gamma}{sup 18}O and a 140-yr monthly record of Northern Hemisphere surface temperature-are presented. The former shows the presence of a 40-kyr and a 100-kyr oscillation and an abrupt transition in the oscillation regime at 0.7 Myr before the present, consistent with previous studies. The latter possesses a myriad of oscillatory modes f rom interannual (2-5 yr), interdecadal (10-12 yr, 20-25 yr, and 40-60 yr), and century ({approximately}180 yr) scales at different periods of the data record. In spite of the large difference in timescales, common features in time-frequency characteristics of these two time series have been identified. These features suggest that the variations of the earth`s climate are consistent with those exhibited by a nonlinear dynamical system under external forcings. 32 refs., 9 figs.

  9. Characterizing system dynamics with a weighted and directed network constructed from time series data

    SciTech Connect (OSTI)

    Sun, Xiaoran; School of Mathematics and Statistics, The University of Western Australia, Crawley WA 6009 ; Small, Michael; Zhao, Yi; Xue, Xiaoping

    2014-06-15

    In this work, we propose a novel method to transform a time series into a weighted and directed network. For a given time series, we first generate a set of segments via a sliding window, and then use a doubly symbolic scheme to characterize every windowed segment by combining absolute amplitude information with an ordinal pattern characterization. Based on this construction, a network can be directly constructed from the given time series: segments corresponding to different symbol-pairs are mapped to network nodes and the temporal succession between nodes is represented by directed links. With this conversion, dynamics underlying the time series has been encoded into the network structure. We illustrate the potential of our networks with a well-studied dynamical model as a benchmark example. Results show that network measures for characterizing global properties can detect the dynamical transitions in the underlying system. Moreover, we employ a random walk algorithm to sample loops in our networks, and find that time series with different dynamics exhibits distinct cycle structure. That is, the relative prevalence of loops with different lengths can be used to identify the underlying dynamics.

  10. Time Series Evaluation of Radiation Portal Monitor Data for Point Source Detection

    SciTech Connect (OSTI)

    Robinson, Sean M.; Bender, Sarah E.; Flumerfelt, Eric L.; Lopresti, Charles A.; Woodring, Mitchell L.

    2009-12-08

    The time series of data from a Radiation Portal Monitor (RPM) system are evaluated for the presence of point sources by isolating the contribution of anomalous radiation. Energy-windowed background spectra taken from the RPM are compared with the observed spectra at each time step during a vehicle drive-through. The total signal is turned into a spectral distance index using this method. This provides a time series with reduced systematic fluctuations due to background attenuation by the vehicle, and allows for point source detection by time-series analyses. The anomalous time series is reanalyzed by using a wavelet filter function of similar size to the expected source profile. A number of real drive-through data sets taken at a U.S. port of entry are analyzed in this way. A set of isotopes are injected into the data set, and the resultant benign and injected data sets are analyzed with gross-counting, spectral-ratio, and time-based algorithms. Spectral and time methods together offer a significant increase to detection performance.

  11. TIME SERIES MODELS OF THREE SETS OF RXTE OBSERVATIONS OF 4U 1543-47

    SciTech Connect (OSTI)

    Koen, C.

    2013-03-01

    The X-ray nova 4U 1543-47 was in a different physical state (low/hard, high/soft, and very high) during the acquisition of each of the three time series analyzed in this paper. Standard time series models of the autoregressive moving average (ARMA) family are fitted to these series. The low/hard data can be adequately modeled by a simple low-order model with fixed coefficients, once the slowly varying mean count rate has been accounted for. The high/soft series requires a higher order model, or an ARMA model with variable coefficients. The very high state is characterized by a succession of 'dips', with roughly equal depths. These seem to appear independently of one another. The underlying stochastic series can again be modeled by an ARMA form, or roughly as the sum of an ARMA series and white noise. The structuring of each model in terms of short-lived aperiodic and 'quasi-periodic' components is discussed.

  12. Dynamic driving cycle analyses using electric vehicle time-series data

    SciTech Connect (OSTI)

    Staackmann, M.; Liaw, B.Y.; Yun, D.Y.Y.

    1997-12-31

    Dynamic analyses of time-series data collected from real-world driving-cycle field testing of electric vehicles is providing evidence that certain driving-cycle conditions can significantly impact vehicle performance. In addition, vehicle performance results derived from time-series data show relationships that help to characterize driving cycles. Such findings confirm the advantages of time-series data over statistical data, in allowing correlation of vehicle performance characteristics with driving cycles. The driving-cycle vehicle performance analyses were performed using time-series data collected at the Electric and Hybrid Vehicle (EHV) National Data Center (NDC). A total of 71 EHVs are registered in the NDC and over 4,000 trips files have already been uploaded into the NDC database, as of may 1997. Numerous EHVs on multiple trips have been analyzed over the past two years. This paper presents the results of time-series data collected and analyzed for two specific vehicles of the overall program, to illustrate the value of time-series data. The data were analyzed to establish criteria for defining different driving cycles for the day-to-day trips made by vehicles in the program. The authors examined specific parameters such as average vehicle speed, number of stops during a trip, average distance traveled between stops, vehicle acceleration, and average DC kWh consumed per kilometer. Correlation among various parameters is presented in relationship to three driving cycles (highway, suburban, and urban), along with suggested ranges of parametric values defining the regimes of the different cycles.

  13. ARM: Millimeter Wave Cloud Radar (MMCR), replaces mmcrcal and mmcrmoments datastreams following C-40 processor upgrade of 2003.09.09

    DOE Data Explorer [Office of Scientific and Technical Information (OSTI)]

    Karen Johnson; Nitin Bharadwaj

    1990-01-01

    Millimeter Wave Cloud Radar (MMCR), replaces mmcrcal and mmcrmoments datastreams following C-40 processor upgrade of 2003.09.09

  14. Transportation Energy Futures Series: Vehicle Technology Deployment Pathways: An Examination of Timing and Investment Constraints

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    LIGHT-DUTY VEHICLES Vehicle Technology Deployment Pathways: An Examination of Timing and Investment Constraints TRANSPORTATION ENERGY FUTURES SERIES: Vehicle Technology Deployment Pathways: An Examination of Timing and Investment Constraints A Study Sponsored by U.S. Department of Energy Office of Energy Efficiency and Renewable Energy March 2013 Prepared by ARGONNE NATIONAL LABORATORY Argonne, IL 60439 managed by U Chicago Argonne, LLC for the U.S. DEPARTMENT OF ENERGY under contract

  15. Identification of periods of clear sky irradiance in time series of GHI measurements

    DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)

    Reno, Matthew J.; Hansen, Clifford W.

    2016-01-18

    In this study, we present a simple algorithm for identifying periods of time with broadband global horizontal irradiance (GHI) similar to that occurring during clear sky conditions from a time series of GHI measurements. Other available methods to identify these periods do so by identifying periods with clear sky conditions using additional measurements, such as direct or diffuse irradiance. Our algorithm compares characteristics of the time series of measured GHI with the output of a clear sky model without requiring additional measurements. We validate our algorithm using data from several locations by comparing our results with those obtained from amore » clear sky detection algorithm, and with satellite and ground-based sky imagery.« less

  16. Wavelet-based surrogate time series for multiscale simulation of heterogeneous catalysis

    DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)

    Savara, Aditya Ashi; Daw, C. Stuart; Xiong, Qingang; Gur, Sourav; Danielson, Thomas L.; Hin, Celine N.; Pannala, Sreekanth; Frantziskonis, George N.

    2016-01-28

    We propose a wavelet-based scheme that encodes the essential dynamics of discrete microscale surface reactions in a form that can be coupled with continuum macroscale flow simulations with high computational efficiency. This makes it possible to simulate the dynamic behavior of reactor-scale heterogeneous catalysis without requiring detailed concurrent simulations at both the surface and continuum scales using different models. Our scheme is based on the application of wavelet-based surrogate time series that encodes the essential temporal and/or spatial fine-scale dynamics at the catalyst surface. The encoded dynamics are then used to generate statistically equivalent, randomized surrogate time series, which canmore » be linked to the continuum scale simulation. As a result, we illustrate an application of this approach using two different kinetic Monte Carlo simulations with different characteristic behaviors typical for heterogeneous chemical reactions.« less

  17. Data Tools & Models - Time Series - U.S. Energy Information Administration

    Gasoline and Diesel Fuel Update (EIA)

    (EIA) The following is a list of EIA's principle data series that span time. Alternative Fuels Alternative transportation fuels (atf) and alternative fueled vehicles (AFV) Historical data on alternative fueled vehicles in use and alternate transportation fuel consumption. Data on the following items: 1) the number of alternative fueled vehicles (AFVs) supplied each year; i.e., new AFVs and conventionally fueled vehicles converted to operate on an alternate fuel; 2) for a limited set of fleet

  18. Time Series Evaluation of Radiation Portal Monitor Data for Point Source Discrimination.

    SciTech Connect (OSTI)

    Robinson, Sean M.; Bender, Sarah E.; Flumerfelt, Eric L.; Lopresti, Charles A.; Woodring, Mitchell L.

    2009-07-20

    A novel algorithm approach to evaluating data from PVT-based Radiation Portal Monitor (RPM) systems is established. Time series of data from RPMs are evaluated for the presence of sources of interest by comparing the background to the vehicle spectrum at each successive time step, isolating the contribution of anomalous radiation. At each time in the data sequence, a spectral distance index is calculated using this method. This method may dramatically reduce systematic fluctuations due to background attenuation by a vehicle (the so-called shadow shielding effect), and allow for time-series matched filtering for discrimination of compact anomalous sources. This is attempted by using a wavelet filter function of similar size to the expected source profile on the output of the spectral distance method. Performance of this method is shown by analysis (injection studies) of a number of real drive-through data sets taken at a U.S. port of entry. Spectra from isotopes of interest are injected into the data set, and the resultant benign and injected data sets are analyzed with gross-counting, spectral distance, and spatial algorithms. The combination of spectral and spatial analysis methods showed a significant increase to detection performance.

  19. Transportation Energy Futures Series. Vehicle Technology Deployment Pathways. An Examination of Timing and Investment Constraints

    SciTech Connect (OSTI)

    Plotkin, Steve; Stephens, Thomas; McManus, Walter

    2013-03-01

    Scenarios of new vehicle technology deployment serve various purposes; some will seek to establish plausibility. This report proposes two reality checks for scenarios: (1) implications of manufacturing constraints on timing of vehicle deployment and (2) investment decisions required to bring new vehicle technologies to market. An estimated timeline of 12 to more than 22 years from initial market introduction to saturation is supported by historical examples and based on the product development process. Researchers also consider the series of investment decisions to develop and build the vehicles and their associated fueling infrastructure. A proposed decision tree analysis structure could be used to systematically examine investors' decisions and the potential outcomes, including consideration of cash flow and return on investment. This method requires data or assumptions about capital cost, variable cost, revenue, timing, and probability of success/failure, and would result in a detailed consideration of the value proposition of large investments and long lead times. This is one of a series of reports produced as a result of the Transportation Energy Futures (TEF) project, a Department of Energy-sponsored multi-agency effort to pinpoint underexplored strategies for abating GHGs and reducing petroleum dependence related to transportation.

  20. Transportation Energy Futures Series: Vehicle Technology Deployment Pathways: An Examination of Timing and Investment Constraints

    SciTech Connect (OSTI)

    Plotkin, S.; Stephens, T.; McManus, W.

    2013-03-01

    Scenarios of new vehicle technology deployment serve various purposes; some will seek to establish plausibility. This report proposes two reality checks for scenarios: (1) implications of manufacturing constraints on timing of vehicle deployment and (2) investment decisions required to bring new vehicle technologies to market. An estimated timeline of 12 to more than 22 years from initial market introduction to saturation is supported by historical examples and based on the product development process. Researchers also consider the series of investment decisions to develop and build the vehicles and their associated fueling infrastructure. A proposed decision tree analysis structure could be used to systematically examine investors' decisions and the potential outcomes, including consideration of cash flow and return on investment. This method requires data or assumptions about capital cost, variable cost, revenue, timing, and probability of success/failure, and would result in a detailed consideration of the value proposition of large investments and long lead times. This is one of a series of reports produced as a result of the Transportation Energy Futures (TEF) project, a Department of Energy-sponsored multi-agency effort to pinpoint underexplored strategies for abating GHGs and reducing petroleum dependence related to transportation.

  1. Interpretation of engine cycle-to-cycle variation by chaotic time series analysis

    SciTech Connect (OSTI)

    Daw, C.S.; Kahl, W.K.

    1990-01-01

    In this paper we summarize preliminary results from applying a new mathematical technique -- chaotic time series analysis (CTSA) -- to cylinder pressure data from a spark-ignition (SI) four-stroke engine fueled with both methanol and iso-octane. Our objective is to look for the presence of deterministic chaos'' dynamics in peak pressure variations and to investigate the potential usefulness of CTSA as a diagnostic tool. Our results suggest that sequential peak cylinder pressures exhibit some characteristic features of deterministic chaos and that CTSA can extract previously unrecognized information from such data. 18 refs., 11 figs., 2 tabs.

  2. Precursory signatures of protein folding/unfolding: From time series correlation analysis to atomistic mechanisms

    SciTech Connect (OSTI)

    Hsu, P. J.; Lai, S. K., E-mail: sklai@coll.phy.ncu.edu.tw [Complex Liquids Laboratory, Department of Physics, National Central University, Chungli 320 Taiwan (China); Molecular Science and Technology Program, Taiwan International Graduate Program, Academia Sinica, Taipei 115, Taiwan (China); Cheong, S. A. [Division of Physics and Applied Physics, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, Singapore 637371 (Singapore)

    2014-05-28

    Folded conformations of proteins in thermodynamically stable states have long lifetimes. Before it folds into a stable conformation, or after unfolding from a stable conformation, the protein will generally stray from one random conformation to another leading thus to rapid fluctuations. Brief structural changes therefore occur before folding and unfolding events. These short-lived movements are easily overlooked in studies of folding/unfolding for they represent momentary excursions of the protein to explore conformations in the neighborhood of the stable conformation. The present study looks for precursory signatures of protein folding/unfolding within these rapid fluctuations through a combination of three techniques: (1) ultrafast shape recognition, (2) time series segmentation, and (3) time series correlation analysis. The first procedure measures the differences between statistical distance distributions of atoms in different conformations by calculating shape similarity indices from molecular dynamics simulation trajectories. The second procedure is used to discover the times at which the protein makes transitions from one conformation to another. Finally, we employ the third technique to exploit spatial fingerprints of the stable conformations; this procedure is to map out the sequences of changes preceding the actual folding and unfolding events, since strongly correlated atoms in different conformations are different due to bond and steric constraints. The aforementioned high-frequency fluctuations are therefore characterized by distinct correlational and structural changes that are associated with rate-limiting precursors that translate into brief segments. Guided by these technical procedures, we choose a model system, a fragment of the protein transthyretin, for identifying in this system not only the precursory signatures of transitions associated with ? helix and ? hairpin, but also the important role played by weaker correlations in such protein

  3. Analysis and synthesis of the variability of irradiance and PV power time series with the wavelet transform

    SciTech Connect (OSTI)

    Perpinan, O.; Lorenzo, E.

    2011-01-15

    The irradiance fluctuations and the subsequent variability of the power output of a PV system are analysed with some mathematical tools based on the wavelet transform. It can be shown that the irradiance and power time series are nonstationary process whose behaviour resembles that of a long memory process. Besides, the long memory spectral exponent {alpha} is a useful indicator of the fluctuation level of a irradiance time series. On the other side, a time series of global irradiance on the horizontal plane can be simulated by means of the wavestrapping technique on the clearness index and the fluctuation behaviour of this simulated time series correctly resembles the original series. Moreover, a time series of global irradiance on the inclined plane can be simulated with the wavestrapping procedure applied over a signal previously detrended by a partial reconstruction with a wavelet multiresolution analysis, and, once again, the fluctuation behaviour of this simulated time series is correct. This procedure is a suitable tool for the simulation of irradiance incident over a group of distant PV plants. Finally, a wavelet variance analysis and the long memory spectral exponent show that a PV plant behaves as a low-pass filter. (author)

  4. Genome-wide Selective Sweeps in Natural Bacterial Populations Revealed by Time-series Metagenomics

    SciTech Connect (OSTI)

    Chan, Leong-Keat; Bendall, Matthew L.; Malfatti, Stephanie; Schwientek, Patrick; Tremblay, Julien; Schackwitz, Wendy; Martin, Joel; Pati, Amrita; Bushnell, Brian; Foster, Brian; Kang, Dongwan; Tringe, Susannah G.; Bertilsson, Stefan; Moran, Mary Ann; Shade, Ashley; Newton, Ryan J.; Stevens, Sarah; McMcahon, Katherine D.; Mamlstrom, Rex R.

    2014-05-12

    Multiple evolutionary models have been proposed to explain the formation of genetically and ecologically distinct bacterial groups. Time-series metagenomics enables direct observation of evolutionary processes in natural populations, and if applied over a sufficiently long time frame, this approach could capture events such as gene-specific or genome-wide selective sweeps. Direct observations of either process could help resolve how distinct groups form in natural microbial assemblages. Here, from a three-year metagenomic study of a freshwater lake, we explore changes in single nucleotide polymorphism (SNP) frequencies and patterns of gene gain and loss in populations of Chlorobiaceae and Methylophilaceae. SNP analyses revealed substantial genetic heterogeneity within these populations, although the degree of heterogeneity varied considerably among closely related, co-occurring Methylophilaceae populations. SNP allele frequencies, as well as the relative abundance of certain genes, changed dramatically over time in each population. Interestingly, SNP diversity was purged at nearly every genome position in one of the Chlorobiaceae populations over the course of three years, while at the same time multiple genes either swept through or were swept from this population. These patterns were consistent with a genome-wide selective sweep, a process predicted by the ecotype model? of diversification, but not previously observed in natural populations.

  5. Experimental nonlinear dynamical studies in cesium magneto-optical trap using time-series analysis

    SciTech Connect (OSTI)

    Anwar, M. Islam, R.; Faisal, M.; Sikandar, M.; Ahmed, M.

    2015-03-30

    A magneto-optical trap of neutral atoms is essentially a dissipative quantum system. The fast thermal atoms continuously dissipate their energy to the environment via spontaneous emissions during the cooling. The atoms are, therefore, strongly coupled with the vacuum reservoir and the laser field. The vacuum fluctuations as well as the field fluctuations are imparted to the atoms as random photon recoils. Consequently, the external and internal dynamics of atoms becomes stochastic. In this paper, we have investigated the stochastic dynamics of the atoms in a magneto-optical trap during the loading process. The time series analysis of the fluorescence signal shows that the dynamics of the atoms evolves, like all dissipative systems, from deterministic to the chaotic regime. The subsequent disappearance and revival of chaos was attributed to chaos synchronization between spatially different atoms in the magneto-optical trap.

  6. Convergence of statistical moments of particle density time series in scrape-off layer plasmas

    SciTech Connect (OSTI)

    Kube, R. Garcia, O. E.

    2015-01-15

    Particle density fluctuations in the scrape-off layer of magnetically confined plasmas, as measured by gas-puff imaging or Langmuir probes, are modeled as the realization of a stochastic process in which a superposition of pulses with a fixed shape, an exponential distribution of waiting times, and amplitudes represents the radial motion of blob-like structures. With an analytic formulation of the process at hand, we derive expressions for the mean squared error on estimators of sample mean and sample variance as a function of sample length, sampling frequency, and the parameters of the stochastic process. Employing that the probability distribution function of a particularly relevant stochastic process is given by the gamma distribution, we derive estimators for sample skewness and kurtosis and expressions for the mean squared error on these estimators. Numerically, generated synthetic time series are used to verify the proposed estimators, the sample length dependency of their mean squared errors, and their performance. We find that estimators for sample skewness and kurtosis based on the gamma distribution are more precise and more accurate than common estimators based on the method of moments.

  7. THE EARLIEST NEAR-INFRARED TIME-SERIES SPECTROSCOPY OF A TYPE Ia SUPERNOVA

    SciTech Connect (OSTI)

    Hsiao, E. Y.; Phillips, M. M.; Morrell, N.; Contreras, C.; Roth, M.; Marion, G. H.; Kirshner, R. P.; Burns, C. R.; Freedman, W. L.; Persson, S. E.; Winge, C.; Gerardy, C. L.; Hoeflich, P.; Im, M.; Jeon, Y.; Pignata, G.; Stanishev, V.; and others

    2013-04-01

    We present ten medium-resolution, high signal-to-noise ratio near-infrared (NIR) spectra of SN 2011fe from SpeX on the NASA Infrared Telescope Facility (IRTF) and Gemini Near-Infrared Spectrograph (GNIRS) on Gemini North, obtained as part of the Carnegie Supernova Project. This data set constitutes the earliest time-series NIR spectroscopy of a Type Ia supernova (SN Ia), with the first spectrum obtained at 2.58 days past the explosion and covering -14.6 to +17.3 days relative to B-band maximum. C I {lambda}1.0693 {mu}m is detected in SN 2011fe with increasing strength up to maximum light. The delay in the onset of the NIR C I line demonstrates its potential to be an effective tracer of unprocessed material. For the first time in a SN Ia, the early rapid decline of the Mg II {lambda}1.0927 {mu}m velocity was observed, and the subsequent velocity is remarkably constant. The Mg II velocity during this constant phase locates the inner edge of carbon burning and probes the conditions under which the transition from deflagration to detonation occurs. We show that the Mg II velocity does not correlate with the optical light-curve decline rate {Delta}m{sub 15}(B). The prominent break at {approx}1.5 {mu}m is the main source of concern for NIR k-correction calculations. We demonstrate here that the feature has a uniform time evolution among SNe Ia, with the flux ratio across the break strongly correlated with {Delta}m{sub 15}(B). The predictability of the strength and the onset of this feature suggests that the associated k-correction uncertainties can be minimized with improved spectral templates.

  8. Real-Time Series Resistance Monitoring in PV Systems Without the Need for I-V Curves

    SciTech Connect (OSTI)

    Deceglie, Michael G.; Silverman, Timothy J.; Marion, Bill; Kurtz, Sarah R.

    2015-10-01

    We apply the physical principles of a familiar method, suns-Voc, to a new application: the real-time detection of series resistance changes in modules and systems operating outside. The real-time series resistance (RTSR) method that we describe avoids the need for collecting I-V curves or constructing full series resistance-free I-V curves. RTSR is most readily deployable at the module level on microinverters or module-integrated electronics, but it can also be extended to full strings. We found that automated detection of series resistance increases can provide early warnings of some of the most common reliability issues, which also pose fire risks, including broken ribbons, broken solder bonds, and contact problems in the junction or combiner box. We also describe the method in detail and describe a sample application to data collected from modules operating in the field.

  9. Correcting incompatible DN values and geometric errors in nighttime lights time series images

    SciTech Connect (OSTI)

    Zhao, Naizhuo; Zhou, Yuyu; Samson, Eric

    2015-04-01

    The Defense Meteorological Satellite Programs Operational Linescan System (DMSP-OLS) nighttime lights imagery has proven to be a powerful remote sensing tool to monitor urbanization and assess socioeconomic activities at large scales. However, the existence of incompatible digital number (DN) values and geometric errors severely limit application of nighttime light image data on multi-year quantitative research. In this study we extend and improve previous studies on inter-calibrating nighttime lights image data to obtain more compatible and reliable nighttime lights time series (NLT) image data for China and the United States (US) through four steps: inter-calibration, geometric correction, steady increase adjustment, and population data correction. We then use gross domestic product (GDP) data to test the processed NLT image data indirectly and find that sum light (summed DN value of pixels in a nighttime light image) maintains apparent increase trends with relatively large GDP growth rates but does not increase or decrease with relatively small GDP growth rates. As nighttime light is a sensitive indicator for economic activity, the temporally consistent trends between sum light and GDP growth rate imply that brightness of nighttime lights on the ground is correctly represented by the processed NLT image data. Finally, through analyzing the corrected NLT image data from 1992 to 2008, we find that China experienced apparent nighttime lights development in 1992-1997 and 2001-2008 respectively and the US suffered from nighttime lights decay in large areas after 2001.

  10. Spatial time-series: Pollution pattern recognition under irregular interventions. Master`s thesis

    SciTech Connect (OSTI)

    Wright, S.A.

    1995-03-01

    The Fernald Environmental Restoration Management Corporation (FERMCO) has noted the introduction of arsenic contamination to groundwater around the area of the groundwater recovery system, which captures uranium contaminated groundwater. The introduction of arsenic occurs during high levels of pumping and is particularly sensitive to the western two of the five pumps. Auto-Regressive Moving Average (ARMA) and Spatial-Temporal ARMA (STARMA) empirical analyses are used to model the level of arsenic contamination found through time. The intervention of varied levels of pumping is modeled with a transfer function using analytic techniques to create a causal intervention transfer function input series to give physical meaning to the impulse response weights found. Spatial weights employed in the STARMA modeling are also created using analytic, causal methods. Results suggest a physical interpretation of the relationship between a particular level of pumping and the amount of arsenic to be found at the site in the temporal case, while including the effect of the pumping on a site of interest`s neighbors in the spatial-temporal case. Models presented may be employed in the forecasting of arsenic levels at monitoring well sites due to a given change in the operation level of the groundwater recovery system.

  11. A Scientific Data Processing Framework for Time Series NetCDF Data

    SciTech Connect (OSTI)

    Gaustad, Krista L.; Shippert, Timothy R.; Ermold, Brian D.; Beus, Sherman J.; Daily, Jeffrey A.; Borsholm, Atle; Fox, Kevin M.

    2014-10-01

    ARM Data Integrator (ADI) is a framework to streamline the development of scientific algorithms that analyze time-series NetCDF data, and to improve the content and consistency of the output data products produced by these algorithms. ADI achieves these goals by automating the process of retrieving and preparing data for analysis, supporting the definition of output data products through a graphical interface, and providing a modular, flexible software development architecture. The input data, preprocessing, and output data specifications are defined through a graphical interface and stored in a database. ADI also includes a workflow for data integration, a library of software modules to support the workflow, and a source code generator that produces C, IDL and Python templates. Data preparation support includes automated retrieval of data from input files, merging the retrieved data into appropriately sized chunks, and transformation of the data onto a common coordinate system grid. Through the graphical interface, users can view the details of both their data products and those in the ARM catalog. The variable and attribute definitions of the existing data products can be used to build new output data products. In addition, the rules that make up the ARM archives data standards are laid on top of the view of the new data product providing the user with a visual cue indicating where their output violates an archive standard. The necessary configurations are stored in a database that is accessed by the ADI libraries. This paper discusses the ADI framework, its supporting components, and how ADI can significantly decrease the time and cost of implementing scientific algorithms while improving the ability of scientists to disseminate their results.

  12. Measurements of time average series resonance effect in capacitively coupled radio frequency discharge plasma

    SciTech Connect (OSTI)

    Bora, B.; Bhuyan, H.; Favre, M.; Wyndham, E.; Chuaqui, H.; Kakati, M.

    2011-10-15

    Self-excited plasma series resonance is observed in low pressure capacitvely coupled radio frequency discharges as high-frequency oscillations superimposed on the normal radio frequency current. This high-frequency contribution to the radio frequency current is generated by a series resonance between the capacitive sheath and the inductive and resistive bulk plasma. In this report, we present an experimental method to measure the plasma series resonance in a capacitively coupled radio frequency argon plasma by modifying the homogeneous discharge model. The homogeneous discharge model is modified by introducing a correction factor to the plasma resistance. Plasma parameters are also calculated by considering the plasma series resonances effect. Experimental measurements show that the self-excitation of the plasma series resonance, which arises in capacitive discharge due to the nonlinear interaction of plasma bulk and sheath, significantly enhances both the Ohmic and stochastic heating. The experimentally measured total dissipation, which is the sum of the Ohmic and stochastic heating, is found to increase significantly with decreasing pressure.

  13. Parametric time series analysis of cold and hot spells in daily temperature: An application in Southern Italy

    SciTech Connect (OSTI)

    Macchiato, M. ); Serio, C. ); Lapenna, V. ); Rotonda, L.La. )

    1993-07-01

    The statistical analysis of cold air temperatures (cold spells) and hot air temperatures (hot spells) is discussed. Air temperature time series observed at 50 stations in southern Italy are investigated. The deterministic and stochastic components of the time series are identified and described by a dynamic-stochastic model that is periodic in the deterministic part (the annual cycle) and Markovian (first-order autoregressive) in the stochastic part. The annual cycle is described by only a few Fourier coefficients. Based on the model fitted to the data, the theoretical probability of cold (hot) spells is computed and compared to that estimated from the observed data. Spatial patterns of identified that make it possible to extrapolate the probability of cold (hot) spells at locations where no direct observations are available. 19 refs., 13 figs., 2 tabs.

  14. Multivariate Spatio-Temporal Clustering of Times-Series Data: An Approach for Diagnosing Cloud Properties and Understandin...

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Multivariate Spatio-Temporal Clustering of Times-Series Data: An Approach for Diagnosing Cloud Properties and Understanding ARM Site Representativeness F. M. Hoffman and W. W. Hargrove Oak Ridge National Laboratory Oakridge, Tennessee A. D. Del Genio National Aeronautics and Space Administration Goddard Institute for Space Studies Columbia University, New York Multivariate Clustering A multivariate statistical clustering technique-based on the iterative k-means algorithm of Hartigan (Hartigan

  15. Sediment transport time measured with U-Series isotopes: Resultsfrom ODP North Atlantic Drill Site 984

    SciTech Connect (OSTI)

    DePaolo, Donald J.; Maher, Kate; Christensen, John N.; McManus,Jerry

    2006-06-05

    High precision uranium isotope measurements of marineclastic sediments are used to measure the transport and storage time ofsediment from source to site of deposition. The approach is demonstratedon fine-grained, late Pleistocene deep-sea sediments from Ocean DrillingProgram Site 984A on the Bjorn Drift in the North Atlantic. The sedimentsare siliciclastic with up to 30 percent carbonate, and dated by sigma 18Oof benthic foraminifera. Nd and Sr isotopes indicate that provenance hasoscillated between a proximal source during the last three interglacialperiods volcanic rocks from Iceland and a distal continental sourceduring glacial periods. An unexpected finding is that the 234U/238Uratios of the silicate portion of the sediment, isolated by leaching withhydrochloric acid, are significantly less than the secular equilibriumvalue and show large and systematic variations that are correlated withglacial cycles and sediment provenance. The 234U depletions are inferredto be due to alpha-recoil loss of234Th, and are used to calculate"comminution ages" of the sediment -- the time elapsed between thegeneration of the small (<_ 50 mu-m) sediment grains in the sourceareas by comminution of bedrock, and the time of deposition on theseafloor. Transport times, the difference between comminution ages anddepositional ages, vary from less than 10 ky to about 300 to 400 ky forthe Site 984A sediments. Long transport times may reflect prior storagein soils, on continental shelves, or elsewhere on the seafloor. Transporttime may also be a measure of bottom current strength. During the mostrecent interglacial periods the detritus from distal continental sourcesis diluted with sediment from Iceland that is rapidly transported to thesite of deposition. The comminution age approach could be used to dateQuaternary non-marine sediments, soils, and atmospheric dust, and may beenhanced by concomitant measurement of 226Ra/230Th, 230Th/234U, andcosmogenic nuclides.

  16. Identification of mixing effects in stratified chilled-water storage tanks by analysis of time series temperature data

    SciTech Connect (OSTI)

    Caldwell, J.S.; Bahnfleth, W.P.

    1998-12-31

    Several one-dimensional models of mixing in stratified chilled-water thermal energy storage tanks have been proposed. In the simplest models, mixing is assumed to be uniform throughout the tank. Other models permit spatial variation of mixing intensity. Published models were developed by adjusting model parameters to achieve qualitative agreement with measured profiles. The literature does not describe quantitative criteria for evaluating the performance of mixing models. This paper describes a method that can be used to determine the relative spatial distribution of mixing effects directly from experimental data. It also illustrates a method for quantitative comparison of experimental and modeled temperature profiles. The mixing calculation procedure may be applied to instantaneous spatial temperature data if temperature sensor spacing is sufficiently small. When sensors are widely spaced, time series data taken at individual sensors provide better accuracy. A criterion for maximum sensor spacing is proposed. The application of these procedures to time series charge-cycle operating data from a full-scale chilled-water thermal storage system serving a large medical center is described. Results of this analysis indicate that mixing is localized near the inlet diffuser and that one-dimensional flow with streamwise conduction predominates in most of the tank.

  17. Time series association learning

    DOE Patents [OSTI]

    Papcun, George J.

    1995-01-01

    An acoustic input is recognized from inferred articulatory movements output by a learned relationship between training acoustic waveforms and articulatory movements. The inferred movements are compared with template patterns prepared from training movements when the relationship was learned to regenerate an acoustic recognition. In a preferred embodiment, the acoustic articulatory relationships are learned by a neural network. Subsequent input acoustic patterns then generate the inferred articulatory movements for use with the templates. Articulatory movement data may be supplemented with characteristic acoustic information, e.g. relative power and high frequency data, to improve template recognition.

  18. X Time Series

    Energy Savers [EERE]

    ... agricultural tractors, combines, commercial airports, point sources, and heavy duty truck idling 2012 With Eagle Ford Emission Inventory WRF v3.2 CAMx 5.40 Local 2012 San ...

  19. Prediction of global solar irradiance based on time series analysis: Application to solar thermal power plants energy production planning

    SciTech Connect (OSTI)

    Martin, Luis; Marchante, Ruth; Cony, Marco; Zarzalejo, Luis F.; Polo, Jesus; Navarro, Ana

    2010-10-15

    Due to strong increase of solar power generation, the predictions of incoming solar energy are acquiring more importance. Photovoltaic and solar thermal are the main sources of electricity generation from solar energy. In the case of solar thermal energy plants with storage energy system, its management and operation need reliable predictions of solar irradiance with the same temporal resolution as the temporal capacity of the back-up system. These plants can work like a conventional power plant and compete in the energy stock market avoiding intermittence in electricity production. This work presents a comparisons of statistical models based on time series applied to predict half daily values of global solar irradiance with a temporal horizon of 3 days. Half daily values consist of accumulated hourly global solar irradiance from solar raise to solar noon and from noon until dawn for each day. The dataset of ground solar radiation used belongs to stations of Spanish National Weather Service (AEMet). The models tested are autoregressive, neural networks and fuzzy logic models. Due to the fact that half daily solar irradiance time series is non-stationary, it has been necessary to transform it to two new stationary variables (clearness index and lost component) which are used as input of the predictive models. Improvement in terms of RMSD of the models essayed is compared against the model based on persistence. The validation process shows that all models essayed improve persistence. The best approach to forecast half daily values of solar irradiance is neural network models with lost component as input, except Lerida station where models based on clearness index have less uncertainty because this magnitude has a linear behaviour and it is easier to simulate by models. (author)

  20. A Bayesian method for characterizing distributed micro-releases: II. inference under model uncertainty with short time-series data.

    SciTech Connect (OSTI)

    Marzouk, Youssef; Fast P. (Lawrence Livermore National Laboratory, Livermore, CA); Kraus, M.; Ray, J. P.

    2006-01-01

    Terrorist attacks using an aerosolized pathogen preparation have gained credibility as a national security concern after the anthrax attacks of 2001. The ability to characterize such attacks, i.e., to estimate the number of people infected, the time of infection, and the average dose received, is important when planning a medical response. We address this question of characterization by formulating a Bayesian inverse problem predicated on a short time-series of diagnosed patients exhibiting symptoms. To be of relevance to response planning, we limit ourselves to 3-5 days of data. In tests performed with anthrax as the pathogen, we find that these data are usually sufficient, especially if the model of the outbreak used in the inverse problem is an accurate one. In some cases the scarcity of data may initially support outbreak characterizations at odds with the true one, but with sufficient data the correct inferences are recovered; in other words, the inverse problem posed and its solution methodology are consistent. We also explore the effect of model error-situations for which the model used in the inverse problem is only a partially accurate representation of the outbreak; here, the model predictions and the observations differ by more than a random noise. We find that while there is a consistent discrepancy between the inferred and the true characterizations, they are also close enough to be of relevance when planning a response.

  1. ARM - Measurement - Extreme event time

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    govMeasurementsExtreme event time ARM Data Discovery Browse Data Comments? We would love to hear from you! Send us a note below or call us at 1-888-ARM-DATA. Send Measurement : Extreme event time The time of extreme meteorological events such as min/max temperature and wind gusts. Categories Atmospheric State Instruments The above measurement is considered scientifically relevant for the following instruments. Refer to the datastream (netcdf) file headers of each instrument for a list of all

  2. Time-series product and substance flow analyses of end-of-life electrical and electronic equipment in China

    SciTech Connect (OSTI)

    Habuer, Nakatani, Jun; Moriguchi, Yuichi

    2014-02-15

    Highlights: We estimate the possession and obsolescence of household appliances (HAs) in China. Over 4.85.1 billion units of major HAs will be discarded in the next 20 years. We calculate the amounts of substances contained in end-of-life (EoL) TV sets. Less common metals will tend to decrease in content in generation of EoL TV sets. Precious metals will tend to increase in content in EoL TV sets in 20152030. - Abstract: Given the amounts of end-of-life electrical and electronic equipment (EoL-EEE) being generated and their contents of both harmful and valuable materials, the EoL-EEE issue should be regarded not only as an emerging environmental problem but also as a resource management strategy in China. At present, in order to provide the basis for managing EoL-EEE at both product and substance levels in China, it is necessary to carry out a quantitative analysis on EoL-EEE and to determine how much of it will be generated and how much materials and substances it contains. In this study, the possession and obsolescence amounts of five types of household appliance (HA) including television (TV) sets and the amounts of substances contained in EoL TV sets were estimated using time-series product flow analysis (PFA) and substance flow analysis (SFA). The results of PFA indicated that the total possession amounts of those five types of HAs will exceed 3.1 billion units in 2030, which will be two times higher than those in 2010. In addition, it was estimated that cumulatively over 4.85.1 billion units of these five types of EoL HA would be obsoleted between 20102030. The results of SFA on TV sets indicated that the generated amounts of most of the less common metals and a part of common metals such as copper (Cu) would tend to decrease, whereas those of other common metals such as iron (Fe) as well as precious metals would tend to increase in EoL TV sets in 20152030. The results of this study provide a quantitative basis for helping decision makers

  3. Analysis of High Precision GPS Time Series and Strain Rates for the Geothermal Play Fairway Analysis of Washington State Prospects Project

    SciTech Connect (OSTI)

    Michael Swyer

    2015-02-22

    Global Positioning System (GPS) time series from the National Science Foundation (NSF) Earthscope’s Plate Boundary Observatory (PBO) and Central Washington University’s Pacific Northwest Geodetic Array (PANGA). GPS station velocities were used to infer strain rates using the ‘splines in tension’ method. Strain rates were derived separately for subduction zone locking at depth and block rotation near the surface within crustal block boundaries.

  4. Analysis of High Precision GPS Time Series and Strain Rates for the Geothermal Play Fairway Analysis of Washington State Prospects Project

    DOE Data Explorer [Office of Scientific and Technical Information (OSTI)]

    Michael Swyer

    2015-02-22

    Global Positioning System (GPS) time series from the National Science Foundation (NSF) Earthscopes Plate Boundary Observatory (PBO) and Central Washington Universitys Pacific Northwest Geodetic Array (PANGA). GPS station velocities were used to infer strain rates using the splines in tension method. Strain rates were derived separately for subduction zone locking at depth and block rotation near the surface within crustal block boundaries.

  5. Time-series analysis of ion and isotope geochemistry of selected springs of the Nevada Test Site, Nye County, Nevada

    SciTech Connect (OSTI)

    Lyles, B.F.; Edkins, J.; Jacobson, R.L.; Hess, J.W.

    1990-11-01

    The temporal variations of ion and isotope geochemistry were observed at six selected springs on the Nevada Test Site, Nye County, Nevada and included: Cane, Whiterock, Captain Jack, Topopah, Tippipah, and Oak Springs. The sites were monitored from 1980 to 1982 and the following parameters were measured: temperature, pH, electrical conductance, discharge, cations (Ca{sup 2+}, Mg{sup 2+}. Na{sup +}, K{sup +}), anions Cl{sup {minus}}, SO{sub 4}{sup 2{minus}}. HCO{sub 3}{sup {minus}}, silica, stable isotopes ({delta}{sup 18}O, {delta}D, {delta}{sup 13}C), and radioactive isotopes ({sup 3}H, {sup 14}C). A more detailed study was continued from 1982 to 1988 at Cane and Whiterock Springs. Field microloggers were installed at these sites in 1985 to measure the high frequency response of temperature, electrical conductance, and discharge to local precipitation. Stage fluctuations near the discharge point dissolve minerals/salts as groundwater inundates the mineralized zone immediately above the equilibrium water table. This phenomena was most noticeable at Whiterock Spring and lagged the discharge response by several hours. Stable isotope analysis of precipitation and groundwater suggests a 1.5 to 2 month travel time for meteoric water to migrate from the recharge area to the discharge point. Groundwater age determinations suggest a mean age of approximately 30 years at Whiterock Spring and possibly older at Cane Spring. However, the short travel time and geochemical integrity of recharge pulses suggest that the waters are poorly mixed along the flow paths. 25 refs., 25 figs., 24 tabs.

  6. A combined method to estimate parameters of the thalamocortical model from a heavily noise-corrupted time series of action potential

    SciTech Connect (OSTI)

    Wang, Ruofan; Wang, Jiang; Deng, Bin Liu, Chen; Wei, Xile; Tsang, K. M.; Chan, W. L.

    2014-03-15

    A combined method composing of the unscented Kalman filter (UKF) and the synchronization-based method is proposed for estimating electrophysiological variables and parameters of a thalamocortical (TC) neuron model, which is commonly used for studying Parkinson's disease for its relay role of connecting the basal ganglia and the cortex. In this work, we take into account the condition when only the time series of action potential with heavy noise are available. Numerical results demonstrate that not only this method can estimate model parameters from the extracted time series of action potential successfully but also the effect of its estimation is much better than the only use of the UKF or synchronization-based method, with a higher accuracy and a better robustness against noise, especially under the severe noise conditions. Considering the rather important role of TC neuron in the normal and pathological brain functions, the exploration of the method to estimate the critical parameters could have important implications for the study of its nonlinear dynamics and further treatment of Parkinson's disease.

  7. VisIO: enabling interactive visualization of ultra-scale, time-series data via high-bandwidth distributed I/O systems

    SciTech Connect (OSTI)

    Mitchell, Christopher J; Ahrens, James P; Wang, Jun

    2010-10-15

    Petascale simulations compute at resolutions ranging into billions of cells and write terabytes of data for visualization and analysis. Interactive visuaUzation of this time series is a desired step before starting a new run. The I/O subsystem and associated network often are a significant impediment to interactive visualization of time-varying data; as they are not configured or provisioned to provide necessary I/O read rates. In this paper, we propose a new I/O library for visualization applications: VisIO. Visualization applications commonly use N-to-N reads within their parallel enabled readers which provides an incentive for a shared-nothing approach to I/O, similar to other data-intensive approaches such as Hadoop. However, unlike other data-intensive applications, visualization requires: (1) interactive performance for large data volumes, (2) compatibility with MPI and POSIX file system semantics for compatibility with existing infrastructure, and (3) use of existing file formats and their stipulated data partitioning rules. VisIO, provides a mechanism for using a non-POSIX distributed file system to provide linear scaling of 110 bandwidth. In addition, we introduce a novel scheduling algorithm that helps to co-locate visualization processes on nodes with the requested data. Testing using VisIO integrated into Para View was conducted using the Hadoop Distributed File System (HDFS) on TACC's Longhorn cluster. A representative dataset, VPIC, across 128 nodes showed a 64.4% read performance improvement compared to the provided Lustre installation. Also tested, was a dataset representing a global ocean salinity simulation that showed a 51.4% improvement in read performance over Lustre when using our VisIO system. VisIO, provides powerful high-performance I/O services to visualization applications, allowing for interactive performance with ultra-scale, time-series data.

  8. Seminar Series

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Seminar Series Seminar Series The IS&T seminars on various information science and technology topics are held every Wednesday from 3-4 PM at the CNLS Conference Room unless otherwise noted. Contact Institute Director Stephan Eidenbenz (505) 667-3742 Email Professional Staff Assistant Nickole Aguilar Garcia (505) 665-3048 Email To schedule a speaker please contact the Nickole Garcia. To subscribe to the IS&T seminar announcements please use the Program Announcement tool什(Use win domain

  9. TIME-SERIES PHOTOMETRY OF GLOBULAR CLUSTERS: M62 (NGC 6266), THE MOST RR LYRAE-RICH GLOBULAR CLUSTER IN THE GALAXY?

    SciTech Connect (OSTI)

    Contreras, R.; Catelan, M.; Smith, H. A.; Kuehn, C. A.; Pritzl, B. J.; Borissova, J.

    2010-12-15

    We present new time-series CCD photometry, in the B and V bands, for the moderately metal-rich ([Fe/H] {approx_equal} -1.3) Galactic globular cluster M62 (NGC 6266). The present data set is the largest obtained so far for this cluster and consists of 168 images per filter, obtained with the Warsaw 1.3 m telescope at the Las Campanas Observatory and the 1.3 m telescope of the Cerro Tololo Inter-American Observatory, in two separate runs over the time span of 3 months. The procedure adopted to detect the variable stars was the optimal image subtraction method (ISIS v2.2), as implemented by Alard. The photometry was performed using both ISIS and Stetson's DAOPHOT/ALLFRAME package. We have identified 245 variable stars in the cluster fields that have been analyzed so far, of which 179 are new discoveries. Of these variables, 133 are fundamental mode RR Lyrae stars (RRab), 76 are first overtone (RRc) pulsators, 4 are type II Cepheids, 25 are long-period variables (LPVs), 1 is an eclipsing binary, and 6 are not yet well classified. Such a large number of RR Lyrae stars places M62 among the top two most RR Lyrae-rich (in the sense of total number of RR Lyrae stars present) globular clusters known in the Galaxy, second only to M3 (NGC 5272) with a total of 230 known RR Lyrae stars. Since this study covers most but not all of the cluster area, it is not unlikely that M62 is in fact the most RR Lyrae-rich globular cluster in the Galaxy. In like vein, thanks to the time coverage of our data sets, we were also able to detect the largest sample of LPVs known so far in a Galactic globular cluster. We analyze a variety of Oosterhoff type indicators for the cluster, including mean periods, period distribution, Bailey diagrams, and Fourier decomposition parameters (as well as the physical parameters derived therefrom). All of these indicators clearly show that M62 is an Oosterhoff type I system. This is in good agreement with the moderately high metallicity of the cluster, in spite

  10. Time series monitoring of water quality and microalgal diversity in a tropical bay under intense anthropogenic interference (SW coast of the Bay of Bengal, India)

    SciTech Connect (OSTI)

    Shaik, Aziz ur Rahman; Biswas, Haimanti; Reddy, N.P.C.; Srinivasa Rao, V.; Bharathi, M.D.; Subbaiah, Ch.V.

    2015-11-15

    In recent decades, material fluxes to coastal waters from various land based anthropogenic activities have significantly been enhanced around the globe which can considerably impact the coastal water quality and ecosystem health. Hence, there is a critical need to understand the links between anthropogenic activities in watersheds and its health. Kakinada Bay is situated at the SW part of the Bay of Bengal, near to the second largest mangrove cover in India with several fertilizer industries along its bank and could be highly vulnerable to different types of pollutants. However, virtually, no data is available so far reporting its physicochemical status and microalgal diversity at this bay. In order to fill this gap, we conducted three time series observations at a fixed station during January, December and June 2012, at this bay measuring more than 15 physical, chemical and biological parameters in every 3 h over a period of 36 h in both surface (0 m) and subsurface (4.5 m) waters. Our results clearly depict a strong seasonality between three sampling months; however, any abnormal values of nutrients, biological oxygen demand or dissolved oxygen level was not observed. A Skeletonema costatum bloom was observed in December which was probably influenced by low saline, high turbid and high Si input through the river discharge. Otherwise, smaller diatoms like Thalassiosira decipiens, Thalassiothrix frauenfeldii, and Thalassionema nitzschioides dominated the bay. It is likely that the material loading can be high at the point sources due to intense anthropogenic activities, however, gets diluted with biological, chemical and physical processes in the offshore waters. - Highlights: • No signature of enormous nutrient loading was observed over the diel cycle • Dissolved oxygen and BOD concentrations did not show any exceptional trend • Diatoms dominated more than 90% of the total phytoplankton communities • A Skeletonema Costatum (a centric diatom) bloom was

  11. Soil Series

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    0 Soil Series and Phase D Bae D Da rn Fa D FuB D LuB ~ 09 _ Pk _ TrB _ TuE DUo _ vee D VeD o o * '='1 ~*.1* **..oC'" ~) OJ rI.:) o.Q 600 1200 Soils n O~:-* ilL 10., 1800 O~ c? ~ 0 ~ O~ Community _ Loblolly Pine D Mixed Pine/Hardwood o Upland Hardwood D Bottomland Hardwood _ Water a Bottomland HardwoodlPine o Monitoringwells .._.' *** TES Plants (1) :l!.-.~I ... 0 TES Plants (2) :='.Y-r::.: ~ Streams ){" ~ Rails . :1'\;:'/ Utility ROW ""If WasteSItes III NPDES outfalls CZI

  12. Series A.

    Office of Legacy Management (LM)

    clue to 2-n t3 ;rsence of copper and tin which is used a6 a coat over the ... (8) (9) (101 -2- Hot dip in alloy of 47% copper, 53% tin - temperature, 7CWC - time, ...

  13. Time

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    3 4 5 6 7 8 9 10 Time with respect to the BNB Trigger Time [µs] 0.9 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 Fractional Flash Count per 0.15 µs with respect to Cosmic Background Measured Cosmic Rate (Beam-Off) BNB Trigger Data (Beam-On) [4.51E18 POT]

  14. Time

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    10 15 20 Time with respect to the NuMI Trigger Time [µs] 0.9 1.0 1.1 1.2 1.3 1.4 1.5 Fractional Flash Count per 0.5 µs with respect to Cosmic Background Measured Cosmic Rate (Beam-Off) NuMI Trigger Data (Beam-On) [4.83E18 POT]

  15. Six-week time series of eddy covariance CO2 flux at Mammoth Mountain, California: performance evaluation and role of meteorological forcing

    SciTech Connect (OSTI)

    Lewicki, Jennifer; Lewicki, J.L.; Fischer, M.L.; Hilley, G.E.

    2007-10-15

    CO{sub 2} and heat fluxes were measured over a six-week period (09/08/2006 to 10/24/2006) by the eddy covariance (EC) technique at the Horseshoe Lake tree kill (HLTK), Mammoth Mountain, CA, a site with complex terrain and high, spatially heterogeneous CO{sub 2} emission rates. EC CO{sub 2} fluxes ranged from 218 to 3500 g m{sup -2} d{sup -1} (mean = 1346 g m{sup -2} d{sup -1}). Using footprint modeling, EC CO{sub 2} fluxes were compared to CO{sub 2} fluxes measured by the chamber method on a grid repeatedly over a 10-day period. Half-hour EC CO{sub 2} fluxes were moderately correlated (R{sup 2} = 0.42) with chamber fluxes, whereas average-daily EC CO{sub 2} fluxes were well correlated (R{sup 2} = 0.70) with chamber measurements. Average daily EC CO{sub 2} fluxes were correlated with both average daily wind speed and atmospheric pressure; relationships were similar to those observed between chamber CO{sub 2} fluxes and the atmospheric parameters over a comparable time period. Energy balance closure was assessed by statistical regression of EC energy fluxes (sensible and latent heat) against available energy (net radiation, less soil heat flux). While incomplete (R{sup 2} = 0.77 for 1:1 line), the degree of energy balance closure fell within the range observed in many investigations conducted in contrasting ecosystems and climates. Results indicate that despite complexities presented by the HLTK, EC can be reliably used to monitor background variations in volcanic CO{sub 2} fluxes associated with meteorological forcing, and presumably changes related to deeply derived processes such as volcanic activity.

  16. Focus Series | Department of Energy

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    Focus Series Focus Series On-Bill Financing Brings Lenders and Homeowners on Board Photo of a man, woman, and small child standing in front of a house. Read how Clean Energy Works' partnership with a nonprofit community development financial institution resulted in an unprecedented number of upgrades in a short period of time. July 2014 Energy Advisors Help Homeowners Go the Extra Mile Advertisement for the Denver Energy Challenge, with a female smiling at the camera -- with something wrong with

  17. Method for determination of .sup.18 O/.sup.16 O and .sup.2 H/.sup.1 H ratios and .sup.3 H (tritium) concentrations of xylem waters and subsurface waters using time series sampling

    DOE Patents [OSTI]

    Smith, Brian; Menchaca, Leticia

    1999-01-01

    A method for determination of .sup.18 O/.sup.16 O and .sup.2 H/.sup.1 H ratios and .sup.3 H concentrations of xylem and subsurface waters using time series sampling, insulating sampling chambers, and combined .sup.18 O/.sup.16 O, .sup.2 H/.sup.1 H and .sup.3 H concentration data on transpired water. The method involves collecting water samples transpired from living plants and correcting the measured isotopic compositions of oxygen (.sup.18 O/.sup.16 O) and hydrogen (.sup.2 H/.sup.1 H and/or .sup.3 H concentrations) to account for evaporative isotopic fractionation in the leafy material of the plant.

  18. ARM - Datastreams - xsaprhsrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Radar Doppler dopplerspectralwidth Radar polarization dpphaseshift Radar Doppler meandopplervelocity Radar reflectivity reflectivity Radar reflectivity reflectivitycorr...

  19. ARM - Datastreams - wacrspecmom

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    by this product are those considered scientifically relevant. Measurement Variable Radar Doppler raw Locations Southern Great Plains SGP C1 Browse Data Central Facility,...

  20. ARM - Datastreams - xsaprvad

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Radar Doppler dopplerspectralwidth Radar polarization dpphaseshift Radar Doppler meandopplervelocity Radar reflectivity reflectivity Radar reflectivity reflectivitycorr...

  1. ARM - Datastreams - kazrspeccmaskmdxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    of radar sample volume) m range ( range ) Range cell bounds rangebounds ( range, bound ) Radar Doppler Spectra 10 * log(signal power in milliwatts) spectra ( numspectra,...

  2. ARM - Datastreams - csaprsec

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Radar polarization diffreflectivity Radar polarization diffreflectivityunf Radar Doppler dopplerspectralwidth Radar Doppler dopplerspectralwidthunf Radar...

  3. ARM - Datastreams - mmcrspectra

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    by this product are those considered scientifically relevant. Measurement Variable Radar Doppler Spectra Locations Southern Great Plains SGP C1 Browse Data Central Facility,...

  4. ARM - Datastreams - csaprrhi

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Radar polarization diffreflectivity Radar polarization diffreflectivityunf Radar Doppler dopplerspectralwidth Radar Doppler dopplerspectralwidthunf Radar...

  5. ARM - Datastreams - swacrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    by this product are those considered scientifically relevant. Measurement Variable Radar Doppler MeanDopplerVelocity Radar reflectivity Reflectivity Radar Doppler SpectralWidth...

  6. ARM - Datastreams - kazrspeccmaskmdcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    of radar sample volume) m range ( range ) Range cell bounds rangebounds ( range, bound ) Radar Doppler Spectra 10 * log(signal power in milliwatts) spectra ( numspectra,...

  7. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Names Measurement Description 1. the 10-minute 3-D gridded product description: < The radar samples the reflectivity, Doppler velocity, differential reflectivity, specific...

  8. ARM - Datastreams - swacrspeccmaskxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    by this product are those considered scientifically relevant. Measurement Variable Radar Doppler MeanDopplerVelocity Radar reflectivity Reflectivity Radar Doppler SpectralWidth...

  9. ARM - Datastreams - mettwr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmettwr Documentation Data Quality Plots Citation DOI: 10.54391046207 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear...

  10. ARM - Datastreams - mplpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  11. ARM - Datastreams - kasacrspeccmaskxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspeccmaskxpol Documentation Data Quality Plots Citation DOI: 10.54391095598 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would...

  12. ARM - Datastreams - kasacrspeccmaskcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspeccmaskcopol Documentation Data Quality Plots Citation DOI: 10.54391095597 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would...

  13. ARM - Datastreams - mmcrcal

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmmcrcal Documentation Data Quality Plots Citation DOI: 10.54391025227 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear...

  14. ARM - Datastreams - nfov

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsnfov Documentation Data Quality Plots Citation DOI: 10.54391025256 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear...

  15. ARM - Datastreams - mplps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsmplps Documentation Data Quality Plots Citation DOI: 10.54391025247 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear...

  16. ARM - Datastreams - mmcrmoments

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  17. ARM - Datastreams - mmcrspeccmaskbl

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  18. ARM - Datastreams - nimfr

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsnimfr Documentation Data Quality Plots Citation DOI: 10.54391025258 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear...

  19. ARM - Datastreams - navgps

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsnavgps Documentation Data Quality Plots Citation DOI: 10.54391150248 What is this? Generate Citation ARM Data Discovery Browse Data Comments? We would love to hear...

  20. ARM - Datastreams - mmcrspeccmaskci

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  1. ARM - Datastreams - kazrspeccmaskcixpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  2. ARM - Datastreams - kazrspeccmaskcicopol

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  3. ARM - Datastreams - mmcrspeccmaskge

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  4. ARM - Datastreams - org

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  5. ARM - Datastreams - mettiptwr

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  6. ARM - Datastreams - kazrspeccmaskblxpol

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  7. ARM - Datastreams - kazrspeccmaskblcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

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  8. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    flux corrected for storage" Fh Wm2 "Sensible heat flux, rotated ... FLUXNET NOTIFICATION Contacts Richard Wagener (631) 344-5886 wagener@bnl.gov David Cook Science Sponsor (630) ...

  9. ARM - Datastreams - aosnox

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    from NOx TEI (this varies as the PreR valve switches, so questionable) SLPM noxflow ( ... from NOy TEI (this varies as the PreR valve switches, so questionable) SLPM noyflow ( ...

  10. ARM - Datastreams - precnet

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Measurement Variable Precipitation precipamt Locations Southern Great Plains SGP A1 Browse Data Whitewater, KS (ABLE) retired retired Originating instrument has been...

  11. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    archive at http:madis.noaa.gov. Data Availability at the ARM Archive: nsaacarsX1.a1: 9221998 to 5312008 sgpacarsX1.a1: 9221998 to 5312008 twpacarsX1.a1: 9221998...

  12. ARM - Datastreams - pars2

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Atlantic ENA C1 Browse Data Graciosa Island, Azores, Portugal ARM Mobile Facility ACX S1 Browse Data ACX Supplemental Facility 1 MAG S1 Browse Data MAG Supplemental Facility 1...

  13. ARM - Datastreams - allmaps60

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    1994.07.07 Measurement Categories Atmospheric State Originating Instrument Mesoscale Analysis and Prediction System (MAPS) Measurements The measurements below provided by this...

  14. ARM - Datastreams - maps60

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    1994.10.15 Measurement Categories Atmospheric State Originating Instrument Mesoscale Analysis and Prediction System (MAPS) Measurements The measurements below provided by this...

  15. ARM - Datastreams - met

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... field: PWS instantaneous present weather code unitless qcpwspwcodeinst ... Data Browse Plots Shouxian, Anhui, China retired MAO M1 Browse Data Browse Plots Manacapuru, Amazonas, ...

  16. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Security. MTI's primary objective is to demonstrate advanced multispectral and thermal imaging, image processing, and associated technologies that could be used in future...

  17. ARM - Datastreams - noaaradbrw

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    broadband total downwelling irradiance downshorthemispnearIR Shortwave broadband direct downwelling irradiance shortdirectnormal Shortwave broadband total downwelling...

  18. ARM - Datastreams - rss

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Variable Shortwave spectral diffuse downwelling irradiance diffuse Shortwave spectral direct normal irradiance directnormal Shortwave spectral total downwelling irradiance...

  19. ARM - Datastreams - aafco

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaafco Documentation Data Quality Plots Citation DOI: 10.5439/1244084

  20. ARM - Datastreams - aafo3

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaafo3 Documentation Data Quality Plots Citation DOI: 10.5439/1252462

  1. ARM - Datastreams - aafuhsas

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamsaafuhsas Documentation Data Quality Plots Citation DOI: 10.5439/1244083

  2. ARM - Datastreams - kasacrspecvptcopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspecvptcopol Documentation Data Quality Plots Citation DOI: 10.5439/1253191

  3. ARM - Datastreams - kasacrspecvptcross

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspecvptcross Documentation Data Quality Plots Citation DOI: 10.5439/1253726

  4. ARM - Datastreams - kasacrspecvpthrccopol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspecvpthrccopol Documentation Data Quality Plots Citation DOI: 10.5439/1253732

  5. ARM - Datastreams - kasacrspecvpthrccross

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspecvpthrccross Documentation Data Quality Plots Citation DOI: 10.5439/1253737

  6. ARM - Datastreams - kasacrspecvpthrcxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspecvpthrcxpol Documentation Data Quality Plots Citation DOI: 10.5439/1253735

  7. ARM - Datastreams - kasacrspecvptxpol

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Datastreamskasacrspecvptxpol Documentation Data Quality Plots Citation DOI: 10.5439/1253723

  8. ARM - Datastreams - ecmwfflx

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    and others) retired PGH X1 Browse Data External Data (satellites and others) retired PVC X1 Browse Data External Data (satellites and others) retired PYE X1 Browse Data...

  9. ARM - Datastreams - ecmwfvar

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    and others) retired PGH X1 Browse Data External Data (satellites and others) retired PVC X1 Browse Data External Data (satellites and others) retired PYE X1 Browse Data...

  10. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    hemispheric irradiance, pyranometer, Wm2 Downwelling shortwave hemispheric Near-IR (695nm) irradiance, pyranometer, Wm2 Downwelling shortwave diffuse hemispheric...

  11. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    System (MAPS) refers to previous development versions of the RUC (Rapdi Updated Cycle). This version of MAPS was based on a grid cell of 60 km. Expand All Collapse All...

  12. ARM - Datastreams - 1290bsrwpprecipavg

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... results on field: Transmit power level setting. unitless qctransmitpowerlevelsetting ( mode ) Quality check results on field: Vertical velocity. unitless ...

  13. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... GR HAIL RA RAIN DZ DRIZZLE SN SNOW SG SNOW GRAINS GS SMALL HAIL &OR SNOW PELLETS PE ICE PELLETS IC CRYSTALS FG+ HEAVY FOG (FG & LE.25 MILES) FG FOG BR MIST UP UNKNOWN ...

  14. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Rain, categorical, freezing, from RUC model Precipitation caticepellets Ice, pellets, categorical, from RUC model Precipitation catrain Rain, categorical, from RUC model ...

  15. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    of Alaska TWP Tropical Western Pacific Citable References Parsons, D., W. Dabberdt, H. Cole, T. Hock, C. Martin, A.-L. Barrett, E. Miller, M. Spowart, M. Howard, W. Ecklund, D....

  16. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... DAR Darwin, Australia ECMWF European Centre for Medium Range Forecasting FKB Black Forest, Germany GRIB GRIdded Binary MAN Manus, Papua New Guinea NAU Nauru, Republic of Nauru NIM ...

  17. ARM XDC Datastreams

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ... Site ID Begin Date SGP-E13: ARM CF Lamont, OK SG01 2003-02-12 NSA-C1: Barrow, Alaska SG27 2003-02-12 NSA-C2: Atqasuk, Alaska ATQK 2007-07-15 TWP-C1: Manus Island, Papua New Guinea ...

  18. ARM - Datastreams - noaaaos

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    ) Backscattered radiation Aerosol backwards-hemispheric light scattering coefficient, Ref. Humidograph nephelometer blue channel, 1 um particle diameter 1Mm...

  19. ARM - Datastreams - usdaradaux

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Measurement Categories Atmospheric State Originating Instrument US Department of Agriculture (USDA) Radiation Monitoring Data (USDARAD) Measurements The measurements below...

  20. ARM - Datastreams - usdarad

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Measurement Categories Radiometric Originating Instrument US Department of Agriculture (USDA) Radiation Monitoring Data (USDARAD) Measurements The measurements below...