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Title: The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data

Journal Article · · Scientific Data
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The FLUXNET2015 dataset provides ecosystem-scale data on CO2, water, and energy exchange between the biosphere and the atmosphere, and other meteorological and biological measurements, from 212 sites around the globe (over 1500 site-years, up to and including year 2014). These sites, independently managed and operated, voluntarily contributed their data to create global datasets. Data were quality controlled and processed using uniform methods, to improve consistency and intercomparability across sites. The dataset is already being used in a number of applications, including ecophysiology studies, remote sensing studies, and development of ecosystem and Earth system models. FLUXNET2015 includes derived-data products, such as gap-filled time series, ecosystem respiration and photosynthetic uptake estimates, estimation of uncertainties, and metadata about the measurements, presented for the first time in this paper. In addition, 206 of these sites are for the first time distributed under a Creative Commons (CC-BY 4.0) license. This paper details this enhanced dataset and the processing methods, now made available as open-source codes, making the dataset more accessible, transparent, and reproducible.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Contributing Organization:
FLUXNET2015 Dataset Collaboration
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1756347
Journal Information:
Scientific Data, Vol. 7, Issue 1; ISSN 2052-4463
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

References (226)

FLUXNET2015 US-NR1 Niwot Ridge Forest (LTER NWT1) dataset January 2015
FLUXNET2015 US-Ne2 Mead - irrigated maize-soybean rotation site dataset January 2015
FLUXNET2015 US-Ne3 Mead - rainfed maize-soybean rotation site dataset January 2015
FLUXNET2015 US-MMS Morgan Monroe State Forest dataset January 2015
FLUXNET2015 US-Ne1 Mead - irrigated continuous maize site dataset January 2015
FLUXNET2015 US-Me4 Metolius-old aged ponderosa pine dataset January 2015
FLUXNET2015 US-Me5 Metolius-first young aged pine dataset January 2015
FLUXNET2015 US-Me3 Metolius-second young aged pine dataset January 2015
FLUXNET2015 US-PFa Park Falls/WLEF dataset January 2015
FLUXNET2015 AU-Dry Dry River dataset January 2016
FLUXNET2015 US-Los Lost Creek dataset January 2015
FLUXNET2015 AU-Emr Emerald dataset January 2016
FLUXNET2015 US-LWW Little Washita Watershed dataset January 2015
FLUXNET2015 AU-Cpr Calperum dataset January 2016
FLUXNET2015 AU-Cum Cumberland Plains dataset January 2016
FLUXNET2015 AU-Ade Adelaide River dataset January 2016
FLUXNET2015 US-IB2 Fermi National Accelerator Laboratory- Batavia (Prairie site) dataset January 2015
FLUXNET2015 AU-ASM Alice Springs dataset January 2016
FLUXNET2015 US-Ivo Ivotuk dataset January 2015
FLUXNET2015 AR-SLu San Luis dataset January 2016
FLUXNET2015 US-Goo Goodwin Creek dataset January 2015
ICOS Ecosystem Instructions for Use the ICOS BADM text January 2017
FLUXNET2015 AR-Vir Virasoro dataset January 2016
FLUXNET2015 US-Ha1 Harvard Forest EMS Tower (HFR1) dataset January 2015
FLUXNET2015 CN-HaM Haibei Alpine Tibet site dataset January 2016
Drought Influences the Accuracy of Simulated Ecosystem Fluxes: A Model-Data Meta-analysis for Mediterranean Oak Woodlands journal February 2013
Compensatory water effects link yearly global land CO2 sink changes to temperature journal January 2017
FLUXNET2015 AU-Gin Gingin dataset January 2016
FLUXNET2015 US-Me1 Metolius - Eyerly burn dataset January 2015
FLUXNET2015 US-Me2 Metolius mature ponderosa pine dataset January 2015
Evaluating the convergence between eddy-covariance and biometric methods for assessing carbon budgets of forests journal December 2016
An introduction to the Australian and New Zealand flux tower network – OzFlux journal January 2016
The Energy Balance Closure Problem: an Overview journal September 2008
On the relationship between ecosystem-scale hyperspectral reflectance and CO2 exchange in European mountain grasslands journal January 2015
The storage term in eddy flux calculations journal February 2006
FLUXNET2015 US-SRC Santa Rita Creosote dataset January 2015
FLUXNET2015 US-Wkg Walnut Gulch Kendall Grasslands dataset January 2015
FLUXNET2015 US-Whs Walnut Gulch Lucky Hills Shrub dataset January 2015
FLUXNET2015 US-WCr Willow Creek dataset January 2015
FLUXNET2015 US-SRM Santa Rita Mesquite dataset January 2015
Estimating nocturnal ecosystem respiration from the vertical turbulent flux and change in storage of CO2 journal November 2009
Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset: UPDATED HIGH-RESOLUTION GRIDS OF MONTHLY CLIMATIC OBSERVATIONS journal May 2013
Climate and vegetation controls on the surface water balance: Synthesis of evapotranspiration measured across a global network of flux towers: CLIMATE AND VEGETATION CONTROLS ON SURFACE WATER BALANCE journal June 2012
Comprehensive comparison of gap-filling techniques for eddy covariance net carbon fluxes journal December 2007
FLUXNET2015 CN-Cng Changling dataset January 2016
FLUXNET2015 AU-Wom Wombat dataset January 2016
FLUXNET2015 AU-Ync Jaxa dataset January 2016
FLUXNET2015 AU-TTE Ti Tree East dataset January 2016
FLUXNET2015 AU-Whr Whroo dataset January 2016
FLUXNET2015 AU-Rob Robson Creek, Queensland, Australia dataset January 2016
FLUXNET2015 AU-Stp Sturt Plains dataset January 2016
FLUXNET2015 AU-RDF Red Dirt Melon Farm, Northern Territory dataset January 2016
FLUXNET2015 AU-Rig Riggs Creek dataset January 2016
FLUXNET2015 AU-GWW Great Western Woodlands, Western Australia, Australia dataset January 2016
Biotic and climatic controls on interannual variability in carbon fluxes across terrestrial ecosystems journal June 2015
Eddy Covariance book January 2012
The ERA-Interim reanalysis: configuration and performance of the data assimilation system journal April 2011
How eddy covariance flux measurements have contributed to our understanding of Global Change Biology journal September 2019
FLUXNET2015 DE-Spw Spreewald dataset January 2016
Overview of ChinaFLUX and evaluation of its eddy covariance measurement journal April 2006
FLUXNET2015 GH-Ank Ankasa
  • Valentini, Riccardo; Nicolini, Giacomo; Stefani, Paolo
  • FluxNet; Euro Mediterranean Center for Climate Change - Viterbo; University of Tuscia - Vietrbo https://doi.org/10.18140/flx/1440229
dataset January 2016
FLUXNET2015 US-Tw1 Twitchell Wetland West Pond dataset January 2015
FLUXNET2015 US-Tw2 Twitchell Corn dataset January 2015
Filling the gaps in meteorological continuous data measured at FLUXNET sites with ERA-Interim reanalysis journal January 2015
FLUXNET2015 FI-Let Lettosuo dataset January 2016
FLUXNET2015 US-Twt Twitchell Island dataset January 2015
FLUXNET2015 FI-Lom Lompolojankka dataset January 2016
FLUXNET2015 ES-LgS Laguna Seca dataset January 2016
FLUXNET2015 ES-Ln2 Lanjaron-Salvage logging dataset January 2016
FLUXNET2015 US-Myb Mayberry Wetland dataset January 2015
FLUXNET2015 GL-ZaF Zackenberg Fen dataset January 2016
FLUXNET2015 US-ORv Olentangy River Wetland Research Park dataset January 2015
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm journal September 2005
FLUXNET2015 GL-ZaH Zackenberg Heath dataset January 2016
FLUXNET2015 DE-Zrk Zarnekow dataset January 2016
FLUXNET2015 GL-NuF Nuuk Fen dataset January 2016
FLUXNET2015 US-UMd UMBS Disturbance dataset January 2015
Uncertainty in eddy covariance measurements and its application to physiological models journal July 2005
FLUXNET2015 DE-SfN Schechenfilz Nord dataset January 2016
FLUXNET2015 DE-RuS Selhausen Juelich dataset January 2016
FLUXNET2015 DE-Seh Selhausen dataset January 2016
FLUXNET2015 DE-Lkb Lackenberg dataset January 2016
FLUXNET2015 DE-RuR Rollesbroich dataset January 2016
FLUXNET2015 CN-Sw2 Siziwang Grazed (SZWG) dataset January 2016
FLUXNET2015 DE-Akm Anklam dataset January 2016
FLUXNET2015 CN-Du3 Duolun Degraded Meadow dataset January 2016
FLUXNET2015 CN-Ha2 Haibei Shrubland dataset January 2016
FLUXNET2015 SJ-Adv Adventdalen dataset January 2016
FLUXNET2015 AT-Neu Neustift dataset January 2016
FLUXNET2015 SJ-Blv Bayelva, Spitsbergen
  • Boike, Julia; Westermann, Sebastian; Lüers, Johannes
  • FluxNet; University of Oslo, Department of Geosciences, 0316 OSLO, Norway; Universität Bayreuth, Department of Earth Sciences, 95440 Bayreuth, Germany; Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Periglacial Research Unit, 14473 Potsdam, Germany https://doi.org/10.18140/flx/1440242
dataset January 2016
FLUXNET2015 MY-PSO Pasoh Forest Reserve (PSO) dataset January 2016
FLUXNET2015 BE-Bra Brasschaat dataset January 2016
FLUXNET2015 BE-Lon Lonzee dataset January 2016
FLUXNET2015 AU-Lox Loxton dataset January 2016
FLUXNET2015 AU-Tum Tumbarumba dataset January 2016
FLUXNET2015 AU-Wac Wallaby Creek
  • Beringer, Jason; Hutley, Lindsay; McGuire, David
  • FluxNet; Monash University; University of California Davis; Charles Darwin University; University of Alaska Fairbanks; University of Melbourne https://doi.org/10.18140/flx/1440127
dataset January 2016
FLUXNET2015 AU-Fog Fogg Dam dataset January 2016
FLUXNET2015 AU-How Howard Springs dataset January 2016
FLUXNET2015 SN-Dhr Dahra dataset January 2016
FLUXNET2015 AU-DaS Daly River Cleared dataset January 2016
FLUXNET2015 AU-DaP Daly River Savanna dataset January 2016
FLUXNET2015 IT-CA1 Castel d'Asso1 dataset January 2016
FLUXNET2015 IT-CA2 Castel d'Asso2 dataset January 2016
FLUXNET2015 US-Tw3 Twitchell Alfalfa dataset January 2015
A data-driven analysis of energy balance closure across FLUXNET research sites: The role of landscape scale heterogeneity journal April 2013
AmeriFlux Network aids global synthesis journal July 2007
FLUXNET2015 JP-MBF Moshiri Birch Forest Site dataset January 2016
FLUXNET2015 JP-SMF Seto Mixed Forest Site dataset January 2016
FLUXNET2015 US-GBT GLEES Brooklyn Tower dataset January 2015
FLUXNET2015 IT-SR2 San Rossore 2 dataset January 2016
FLUXNET2015 US-Sta Saratoga dataset January 2015
FLUXNET2015 IT-Tor Torgnon dataset January 2016
FLUXNET2015 IT-Isp Ispra ABC-IS dataset January 2016
FLUXNET2015 US-Prr Poker Flat Research Range Black Spruce Forest dataset January 2015
FLUXNET2015 IT-La2 Lavarone2 dataset January 2016
FLUXNET2015 IT-CA3 Castel d'Asso 3 dataset January 2016
FLUXNET2015 CA-TPD Ontario - Turkey Point Mature Deciduous dataset January 2015
FLUXNET2015 IT-Cp2 Castelporziano 2 dataset January 2016
FLUXNET2015 CG-Tch Tchizalamou dataset January 2016
FLUXNET2015 CZ-BK1 Bily Kriz forest dataset January 2016
FLUXNET2015 CN-Du2 Duolun_grassland (D01) dataset January 2016
FLUXNET2015 CN-Qia Qianyanzhou dataset January 2016
Nighttime Flux Correction book November 2011
Widespread inhibition of daytime ecosystem respiration journal February 2019
Quantifying the effect of forest age in annual net forest carbon balance journal December 2018
FLUXNET2015 DE-Hai Hainich dataset January 2016
FLUXNET2015 DE-Kli Klingenberg dataset January 2016
FLUXNET2015 DE-Geb Gebesee dataset January 2016
FLUXNET2015 DE-Gri Grillenburg dataset January 2016
FLUXNET2015 CZ-BK2 Bily Kriz grassland dataset January 2016
Cross-site evaluation of eddy covariance GPP and RE decomposition techniques journal June 2008
FLUXNET2015 CZ-wet Trebon (CZECHWET) dataset January 2016
Warm spring reduced carbon cycle impact of the 2012 US summer drought journal April 2016
FLUXNET2015 CH-Cha Chamau dataset January 2016
FLUXNET2015 CH-Dav Davos dataset January 2016
FLUXNET2015 BE-Vie Vielsalm
  • De Ligne, Anne; Manise, Tanguy; Heinesch, Bernard
  • FluxNet; University of Liege - Gembloux Agro-Bio Tech; University catholic of Louvain-la-Neuve https://doi.org/10.18140/flx/1440130
dataset January 2016
The FLUXCOM ensemble of global land-atmosphere energy fluxes journal May 2019
Inter-annual variability of net and gross ecosystem carbon fluxes: A review journal February 2018
FLUXNET2015 CN-Din Dinghushan dataset January 2016
FLUXNET2015 CN-Cha Changbaishan dataset January 2016
FLUXNET2015 CN-Dan Dangxiong dataset January 2016
FLUXNET2015 CH-Oe1 Oensingen grassland dataset January 2016
FLUXNET2015 CH-Oe2 Oensingen crop dataset January 2016
FLUXNET2015 CH-Fru Früebüel dataset January 2016
FLUXNET2015 CH-Lae Laegern dataset January 2016
FLUXNET2015 CA-Oas Saskatchewan - Western Boreal, Mature Aspen dataset January 2015
FLUXNET2015 FR-Pue Puechabon dataset January 2016
FLUXNET2015 GF-Guy Guyaflux (French Guiana) dataset January 2016
FLUXNET2015 CA-NS6 UCI-1989 burn site dataset January 2015
FLUXNET2015 FR-Gri Grignon dataset January 2016
FLUXNET2015 CA-NS7 UCI-1998 burn site dataset January 2015
FLUXNET2015 FR-LBr Le Bray dataset January 2016
FLUXNET2015 FI-Sod Sodankyla dataset January 2016
FLUXNET2015 CA-NS5 UCI-1981 burn site dataset January 2015
FLUXNET2015 FR-Fon Fontainebleau-Barbeau dataset January 2016
Findings through the AsiaFlux network and a view toward the future journal April 2005
Observational Data Patterns for Time Series Data Quality Assessment conference October 2014
FLUXNET2015 IT-Cpz Castelporziano dataset January 2016
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms journal January 2016
FLUXNET2015 CA-SF3 Saskatchewan - Western Boreal, forest burned in 1998 dataset January 2015
FLUXNET2015 IT-Lav Lavarone dataset January 2016
FLUXNET2015 IT-BCi Borgo Cioffi dataset January 2016
FLUXNET2015 CA-SF1 Saskatchewan - Western Boreal, forest burned in 1977 dataset January 2015
FLUXNET2015 IT-Col Collelongo dataset January 2016
FLUXNET2015 BR-Sa1 Santarem-Km67-Primary Forest dataset January 2015
FLUXNET2015 DK-Eng Enghave dataset January 2016
FLUXNET2015 BR-Sa3 Santarem-Km83-Logged Forest dataset January 2015
FLUXNET2015 DK-Fou Foulum dataset January 2016
FLUXNET2015 DE-Obe Oberbärenburg dataset January 2016
FLUXNET2015 DE-Tha Tharandt dataset January 2016
FLUXNET2015 DE-Lnf Leinefelde dataset January 2016
FLUXNET2015 CA-NS3 UCI-1964 burn site dataset January 2015
FLUXNET2015 FI-Jok Jokioinen dataset January 2016
FLUXNET2015 CA-NS4 UCI-1964 burn site wet dataset January 2015
FLUXNET2015 CA-NS1 UCI-1850 burn site dataset January 2015
FLUXNET2015 ES-LJu Llano de los Juanes dataset January 2016
FLUXNET2015 CA-NS2 UCI-1930 burn site dataset January 2015
FLUXNET2015 FI-Hyy Hyytiala dataset January 2016
FLUXNET2015 CA-Gro Ontario - Groundhog River, Boreal Mixedwood Forest dataset January 2015
FLUXNET2015 DK-Sor Soroe dataset January 2016
FLUXNET2015 CA-Man Manitoba - Northern Old Black Spruce (former BOREAS Northern Study Area) dataset January 2015
FLUXNET2015 ES-Amo Amoladeras
  • Poveda, Francisco Domingo; Ballesteros, Ana López; Cañete, Erique Pérez Sánchez
  • FluxNet; Estación Experimental de Zona Áridas (EEZA, CSIC) https://doi.org/10.18140/flx/1440156
dataset January 2016
FLUXNET2015 SD-Dem Demokeya dataset January 2016
FLUXNET2015 US-ARM ARM Southern Great Plains site- Lamont dataset January 2015
FLUXNET2015 RU-Ha1 Hakasia steppe dataset January 2016
FLUXNET2015 RU-Cok Chokurdakh dataset January 2016
FLUXNET2015 RU-Fyo Fyodorovskoye dataset January 2016
FLUXNET2015 PA-SPn Sardinilla Plantation dataset January 2016
FLUXNET2015 RU-Che Cherski dataset January 2016
Impact of CO 2 storage flux sampling uncertainty on net ecosystem exchange measured by eddy covariance journal January 2018
Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation journal January 2006
Fluxes all of the time? A primer on the temporal representativeness of FLUXNET: FLUXES ALL OF THE TIME? journal February 2017
FLUXNET2015 US-GLE GLEES dataset January 2015
River flow forecasting through conceptual models part I — A discussion of principles journal April 1970
FLUXNET2015 US-Atq Atqasuk dataset January 2015
FLUXNET2015 US-Blo Blodgett Forest dataset January 2015
FLUXNET2015 ZM-Mon Mongu dataset January 2016
FLUXNET2015 IT-Ro2 Roccarespampani 2 dataset January 2016
FLUXNET2015 IT-SRo San Rossore dataset January 2016
FLUXNET2015 CA-TP3 Ontario - Turkey Point 1974 Plantation White Pine dataset January 2015
FLUXNET2015 IT-Ren Renon dataset January 2016
Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation: SEPARATION OF NEE INTO GPP AND RECO journal January 2010
FLUXNET2015 CA-TP4 Ontario - Turkey Point 1939 Plantation White Pine dataset January 2015
FLUXNET2015 IT-Ro1 Roccarespampani 1 dataset January 2016
FLUXNET2015 IT-Noe Arca di Noe - Le Prigionette dataset January 2016
FLUXNET2015 CA-TP2 Ontario - Turkey Point 1989 Plantation White Pine dataset January 2015
FLUXNET2015 IT-PT1 Parco Ticino forest dataset January 2016
FLUXNET2015 IT-MBo Monte Bondone dataset January 2016
Direct advection measurements do not help to solve the night-time CO2 closure problem: Evidence from three different forests journal May 2010
Use of change-point detection for friction–velocity threshold evaluation in eddy-covariance studies journal April 2013
FLUXNET2015 PA-SPs Sardinilla-Pasture dataset January 2016
The AmeriFlux network: A coalition of the willing journal February 2018
FLUXNET2015 NL-Hor Horstermeer dataset January 2016
FLUXNET2015 US-Wi2 Intermediate red pine (IRP) dataset January 2015
FLUXNET2015 NL-Loo Loobos dataset January 2016
FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities journal November 2001
A New Data Set to Keep a Sharper Eye on Land-Air Exchanges journal April 2017
AmeriFlux CA-NS1 UCI-1850 burn site dataset January 2005
AmeriFlux CA-NS2 UCI-1930 burn site dataset January 2005
AmeriFlux CA-NS3 UCI-1964 burn site dataset January 2005
AmeriFlux CA-NS5 UCI-1981 burn site dataset January 2005
AmeriFlux CA-NS6 UCI-1989 burn site dataset January 2005
AmeriFlux US-Atq Atqasuk dataset January 1999
AmeriFlux US-Ivo Ivotuk dataset January 2003
AmeriFlux US-SRC Santa Rita Creosote dataset January 2008
A multimodal browser for the World-Wide Web text January 2018

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Direct measurements of carbon exchange at forest disturbance sites: a review of results with the eddy covariance method journal August 2019
Evidence for large carbon sink and long residence time in semiarid forests based on 15 year flux and inventory records journal December 2019
Eddy Covariance vs. Biometric Based Estimates of Net Primary Productivity of Pedunculate Oak (Quercus robur L.) Forest in Croatia during Ten Years journal December 2018
Ecosystem Carbon Use Efficiency Is Insensitive to Nitrogen Addition in an Alpine Meadow journal August 2018
Respiration in wood: integrating across tissues, functions and scales journal October 2019
Thinning Can Reduce Losses in Carbon Use Efficiency and Carbon Stocks in Managed Forests Under Warmer Climate journal October 2018
Linking drought legacy effects across scales: From leaves to tree rings to ecosystems journal May 2019
Forest carbon allocation modelling under climate change text January 2019
TR eSpire – a biophysical TR ee Stem respiration model journal October 2019
Isotope ratio laser spectroscopy to disentangle xylem-transported from locally respired CO2 in stem CO2 efflux journal February 2019
Ecosystem functioning is enveloped by hydrometeorological variability journal August 2017
Remotely Monitoring Ecosystem Water Use Efficiency of Grassland and Cropland in China’s Arid and Semi-Arid Regions with MODIS Data journal June 2017
Forest biomass, productivity and carbon cycling along a rainfall gradient in West Africa journal September 2017
Biometric and Eddy Covariance Methods for Examining the Carbon Balance of a Larix principis-rupprechtii Forest in the Qinling Mountains, China journal January 2018
Ecosystem physio-phenology revealed using circular statistics journal August 2020


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