Insights From Dayflow: A Historical Streamflow Reanalysis Dataset for the Conterminous United States

Ghimire, Ganesh R.; Hansen, Carly; Gangrade, Sudershan; Kao, Shih‐Chieh; Thornton, Peter E.; Singh, Debjani

doi:10.1029/2022WR032312

Insights From Dayflow: A Historical Streamflow Reanalysis Dataset for the Conterminous United States

Journal Article · Mon Jan 30 00:00:00 EST 2023 · Water Resources Research

DOI:https://doi.org/10.1029/2022WR032312· OSTI ID:1922544

^[1]; ^[1]; ^[1]; ^[1]; ^[1]; ^[1]

Environmental Sciences Division Oak Ridge National Laboratory Oak Ridge TN USA

Abstract

Reconstructed historical streamflow time series can supplement limited streamflow gauge observations. However, there are common challenges of typical modeling approaches: process‐based hydrologic models can be data/computation‐intensive, and statistics‐based models can be region/stream‐specific. Here we present a nationally scalable modeling framework integrating the simulated runoff from the Variable Infiltration Capacity (VIC) model with the Routing Application for Parallel computatIon of Discharge (RAPID) routing model leveraging high‐performance computing. We demonstrate an efficient method of assimilating streamflow at US Geological Survey (USGS) streamflow monitoring sites using a simple hierarchical approach in the VIC‐RAPID framework. The result is a reconstructed 36‐year (1980–2015) daily and monthly streamflow dataset (Dayflow) at ∼2.7 million NHDPlusV2 stream reaches in the conterminous US (CONUS). We perform a comprehensive evaluation at 7,526 USGS sites and characterize their error statistics. The results demonstrate that 49% of the USGS sites demonstrate Kling–Gupta Efficiency (KGE) > 0.5 and 58% of the sites show percentage bias within ±20% for the daily naturalized streamflow. Streamflow data assimilation across CONUS shows an overall improvement over naturalized streamflow, notably in the western semiarid‐to‐arid regions. Comparison to other national and global streamflow reanalysis datasets such as the National Water Model and Global Reach‐scale A priori Discharge Estimates for SWOT demonstrates improved KGE, reduced bias, and directions for Dayflow improvements. Investigations of error statistics with key hydrologic, hydroclimatic, and geomorphologic basin characteristics reveal region‐specific patterns which may help improve future framework applications. Overall, Dayflow may enable a better understanding of hydrologic conditions in a changing environment, especially in locations currently not represented by streamflow monitoring networks.

View Journal Article

Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: USDOE; USDOE Office of Energy Efficiency and Renewable Energy (EERE); USDOE Office of Science (SC), Biological and Environmental Research (BER)

Grant/Contract Number:: AC05-00OR22725

OSTI ID:: 1922544

Alternate ID(s):: OSTI ID: 1923182
OSTI ID: 1923933

Journal Information:: Water Resources Research, Journal Name: Water Resources Research Journal Issue: 2 Vol. 59; ISSN 0043-1397

Publisher:: American Geophysical Union (AGU)Copyright Statement

Country of Publication:: United States

Language:: English

References (90)

A unified approach for process‐based hydrologic modeling: 2. Model implementation and case studies Clark, Martyn P.; Nijssen, Bart; Lundquist, Jessica D. Water Resources Research, Vol. 51, Issue 4 https://doi.org/10.1002/2015WR017200	journal	April 2015
Recent tree die-off has little effect on streamflow in contrast to expected increases from historical studies: MUTED STREAMFLOW RESPONSES TO TREE DIE-OFF Biederman, Joel A.; Somor, Andrew J.; Harpold, Adrian A. Water Resources Research, Vol. 51, Issue 12 https://doi.org/10.1002/2015WR017401	journal	December 2015
Global projections of river flood risk in a warmer world: RIVER FLOOD RISK IN A WARMER WORLD Alfieri, Lorenzo; Bisselink, Berny; Dottori, Francesco Earth's Future, Vol. 5, Issue 2 https://doi.org/10.1002/2016EF000485	journal	February 2017
Towards seamless large-domain parameter estimation for hydrologic models: LARGE-DOMAIN MODEL PARAMETERS Mizukami, Naoki; Clark, Martyn P.; Newman, Andrew J. Water Resources Research, Vol. 53, Issue 9 https://doi.org/10.1002/2017WR020401	journal	September 2017
Hyper-resolution global hydrological modelling: what is next?: “Everywhere and locally relevant” Bierkens, Marc F. P.; Bell, Victoria A.; Burek, Peter Hydrological Processes, Vol. 29, Issue 2 https://doi.org/10.1002/hyp.10391	journal	December 2014
The future of distributed models: Model calibration and uncertainty prediction Beven, Keith; Binley, Andrew Hydrological Processes, Vol. 6, Issue 3 https://doi.org/10.1002/hyp.3360060305	journal	July 1992
Prediction in ungauged basins: a grand challenge for theoretical hydrology Sivapalan, Murugesu Hydrological Processes, Vol. 17, Issue 15 https://doi.org/10.1002/hyp.5155	journal	January 2003
Large-scale river flow archives: importance, current status and future needs Hannah, David M.; Demuth, Siegfried; van Lanen, Henny A. J. Hydrological Processes, Vol. 25, Issue 7 https://doi.org/10.1002/hyp.7794	journal	March 2011
Global river hydrography and network routing: baseline data and new approaches to study the world's large river systems: GLOBAL RIVER HYDROGRAPHY AND NETWORK ROUTING Lehner, Bernhard; Grill, Günther Hydrological Processes, Vol. 27, Issue 15 https://doi.org/10.1002/hyp.9740	journal	April 2013
Effects of projected climate change on energy supply and demand in the Pacific Northwest and Washington State Hamlet, Alan F.; Lee, Se-Yeun; Mickelson, Kristian E. B. Climatic Change, Vol. 102, Issue 1-2 https://doi.org/10.1007/s10584-010-9857-y	journal	May 2010
River flow forecasting through conceptual models part I — A discussion of principles Nash, J. E.; Sutcliffe, J. V. Journal of Hydrology, Vol. 10, Issue 3 https://doi.org/10.1016/0022-1694(70)90255-6	journal	April 1970
Dual state–parameter estimation of hydrological models using ensemble Kalman filter Moradkhani, Hamid; Sorooshian, Soroosh; Gupta, Hoshin V. Advances in Water Resources, Vol. 28, Issue 2 https://doi.org/10.1016/j.advwatres.2004.09.002	journal	February 2005
Enhancing hydrologic data assimilation by evolutionary Particle Filter and Markov Chain Monte Carlo Abbaszadeh, Peyman; Moradkhani, Hamid; Yan, Hongxiang Advances in Water Resources, Vol. 111 https://doi.org/10.1016/j.advwatres.2017.11.011	journal	January 2018
Projecting changes in annual hydropower generation using regional runoff data: An assessment of the United States federal hydropower plants Kao, Shih-Chieh; Sale, Michael J.; Ashfaq, Moetasim Energy, Vol. 80 https://doi.org/10.1016/j.energy.2014.11.066	journal	February 2015
Ensemble flood risk assessment in Europe under high end climate scenarios Alfieri, Lorenzo; Feyen, Luc; Dottori, Francesco Global Environmental Change, Vol. 35 https://doi.org/10.1016/j.gloenvcha.2015.09.004	journal	November 2015
Regional hydrologic response to climate change in the conterminous United States using high-resolution hydroclimate simulations Naz, Bibi S.; Kao, Shih-Chieh; Ashfaq, Moetasim Global and Planetary Change, Vol. 143 https://doi.org/10.1016/j.gloplacha.2016.06.003	journal	August 2016
A global streamflow reanalysis for 1980–2018 Alfieri, Lorenzo; Lorini, Valerio; Hirpa, Feyera A. Journal of Hydrology X, Vol. 6 https://doi.org/10.1016/j.hydroa.2019.100049	journal	January 2020
Real-time streamflow forecasting: AI vs. Hydrologic insights Krajewski, Witold F.; Ghimire, Ganesh R.; Demir, Ibrahim Journal of Hydrology X, Vol. 13 https://doi.org/10.1016/j.hydroa.2021.100110	journal	December 2021
A reservoir operation scheme for global river routing models Hanasaki, Naota; Kanae, Shinjiro; Oki, Taikan Journal of Hydrology, Vol. 327, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2005.11.011	journal	July 2006
Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling Gupta, Hoshin V.; Kling, Harald; Yilmaz, Koray K. Journal of Hydrology, Vol. 377, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2009.08.003	journal	October 2009
Large-scale water cycle perturbation due to irrigation pumping in the US High Plains: A synthesis of observed streamflow changes Kustu, M. Deniz; Fan, Ying; Robock, Alan Journal of Hydrology, Vol. 390, Issue 3-4 https://doi.org/10.1016/j.jhydrol.2010.06.045	journal	September 2010
Effects of climate change on streamflow extremes and implications for reservoir inflow in the United States Naz, Bibi S.; Kao, Shih-Chieh; Ashfaq, Moetasim Journal of Hydrology, Vol. 556 https://doi.org/10.1016/j.jhydrol.2017.11.027	journal	January 2018
Atlantic Ocean Sea Surface Temperatures and Southeast United States streamflow variability: Associations with the recent multi-decadal decline Sadeghi, Sahar; Tootle, Glenn; Elliott, Emily Journal of Hydrology, Vol. 576 https://doi.org/10.1016/j.jhydrol.2019.06.051	journal	September 2019
Low streamflow trends at human-impacted and reference basins in the United States Dudley, R. W.; Hirsch, R. M.; Archfield, S. A. Journal of Hydrology, Vol. 580 https://doi.org/10.1016/j.jhydrol.2019.124254	journal	January 2020
Change points in annual peak streamflows: Method comparisons and historical change points in the United States Ryberg, Karen R.; Hodgkins, Glenn A.; Dudley, Robert W. Journal of Hydrology, Vol. 583 https://doi.org/10.1016/j.jhydrol.2019.124307	journal	April 2020
Relating hydroclimatic change to streamflow, baseflow, and hydrologic partitioning in the Upper Rio Grande Basin, 1980 to 2015 Rumsey, Christine A.; Miller, Matthew P.; Sexstone, Graham A. Journal of Hydrology, Vol. 584 https://doi.org/10.1016/j.jhydrol.2020.124715	journal	May 2020
Bayesian recursive parameter estimation for hydrologic models Thiemann, M.; Trosset, M.; Gupta, H. Water Resources Research, Vol. 37, Issue 10 https://doi.org/10.1029/2000WR900405	journal	October 2001
The Shuttle Radar Topography Mission Farr, Tom G.; Rosen, Paul A.; Caro, Edward Reviews of Geophysics, Vol. 45, Issue 2 https://doi.org/10.1029/2005RG000183	journal	January 2007
Monte Carlo sensitivity analysis of land surface parameters using the Variable Infiltration Capacity model Demaria, Eleonora M.; Nijssen, Bart; Wagener, Thorsten Journal of Geophysical Research, Vol. 112, Issue D11 https://doi.org/10.1029/2006JD007534	journal	January 2007
Uncertainty in hydrologic modeling: Toward an integrated data assimilation framework: HYDROLOGIC DATA ASSIMILATION Liu, Yuqiong; Gupta, Hoshin V. Water Resources Research, Vol. 43, Issue 7 https://doi.org/10.1029/2006WR005756	journal	July 2007
Use of a standardized runoff index for characterizing hydrologic drought Shukla, Shraddhanand; Wood, Andrew W. Geophysical Research Letters, Vol. 35, Issue 2 https://doi.org/10.1029/2007GL032487	journal	January 2008
Increased groundwater to stream discharge from permafrost thawing in the Yukon River basin: Potential impacts on lateral export of carbon and nitrogen Walvoord, Michelle A.; Striegl, Robert G. Geophysical Research Letters, Vol. 34, Issue 12 https://doi.org/10.1029/2007gl030216	journal	January 2007
Macroscale hydrologic modeling of ecologically relevant flow metrics: MODELING ECOLOGICAL STREAM FLOW METRICS Wenger, Seth J.; Luce, Charles H.; Hamlet, Alan F. Water Resources Research, Vol. 46, Issue 9 https://doi.org/10.1029/2009WR008839	journal	September 2010
The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements Niu, Guo-Yue; Yang, Zong-Liang; Mitchell, Kenneth E. Journal of Geophysical Research, Vol. 116, Issue D12 https://doi.org/10.1029/2010JD015139	journal	January 2011
Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth's terrestrial water: OPINION Wood, Eric F.; Roundy, Joshua K.; Troy, Tara J. Water Resources Research, Vol. 47, Issue 5 https://doi.org/10.1029/2010WR010090	journal	May 2011
Spatial-temporal variations of evapotranspiration and runoff/precipitation ratios responding to the changing climate in the Pacific Northwest during 1921-2006 Liu, Mingliang; Adam, Jennifer C.; Hamlet, Alan F. Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 2 https://doi.org/10.1029/2012JD018400	journal	January 2013
The Quest for Model Uncertainty Quantification: A Hybrid Ensemble and Variational Data Assimilation Framework Abbaszadeh, Peyman; Moradkhani, Hamid; Daescu, Dacian N. Water Resources Research, Vol. 55, Issue 3 https://doi.org/10.1029/2018WR023629	journal	March 2019
Streamflow in the Columbia River Basin: Quantifying Changes Over the Period 1951‐2008 and Determining the Drivers of Those Changes Forbes, Whitney L.; Mao, Jiafu; Ricciuto, Daniel M. Water Resources Research, Vol. 55, Issue 8 https://doi.org/10.1029/2018WR024256	journal	August 2019
Diagnostic Evaluation of Large‐Domain Hydrologic Models Calibrated Across the Contiguous United States Rakovec, Oldrich; Mizukami, Naoki; Kumar, Rohini Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 24 https://doi.org/10.1029/2019JD030767	journal	December 2019
MERIT Hydro: A high‐resolution global hydrography map based on latest topography datasets Yamazaki, Dai; Ikeshima, Daiki; Sosa, Jeison Water Resources Research https://doi.org/10.1029/2019WR024873	journal	May 2019
Global Reconstruction of Naturalized River Flows at 2.94 Million Reaches Lin, Peirong; Pan, Ming; Beck, Hylke E. Water Resources Research, Vol. 55, Issue 8 https://doi.org/10.1029/2019WR025287	journal	August 2019
A Vector‐Based River Routing Model for Earth System Models: Parallelization and Global Applications Mizukami, Naoki; Clark, Martyn P.; Gharari, Shervan Journal of Advances in Modeling Earth Systems, Vol. 13, Issue 6 https://doi.org/10.1029/2020MS002434	journal	June 2021
Regional Patterns and Physical Controls of Streamflow Generation Across the Conterminous United States Wu, Shuyue; Zhao, Jianshi; Wang, Hao Water Resources Research, Vol. 57, Issue 6 https://doi.org/10.1029/2020WR028086	journal	June 2021
Combined Modeling of US Fluvial, Pluvial, and Coastal Flood Hazard Under Current and Future Climates Bates, Paul D.; Quinn, Niall; Sampson, Christopher Water Resources Research, Vol. 57, Issue 2 https://doi.org/10.1029/2020WR028673	journal	February 2021
A simple hydrologically based model of land surface water and energy fluxes for general circulation models Liang, Xu; Lettenmaier, Dennis P.; Wood, Eric F. Journal of Geophysical Research, Vol. 99, Issue D7 https://doi.org/10.1029/94jd00483	journal	January 1994
Organic carbon decomposition rates controlled by water retention time across inland waters Catalán, Núria; Marcé, Rafael; Kothawala, Dolly N. Nature Geoscience, Vol. 9, Issue 7 https://doi.org/10.1038/ngeo2720	journal	May 2016
Gridded daily weather data for North America with comprehensive uncertainty quantification Thornton, Peter E.; Shrestha, Rupesh; Thornton, Michele Scientific Data, Vol. 8, Issue 1 https://doi.org/10.1038/s41597-021-00973-0	journal	July 2021
On The Subject Of A Flood Propagation Computation Method (Musklngum Method) Cunge, J. A. Journal of Hydraulic Research, Vol. 7, Issue 2 https://doi.org/10.1080/00221686909500264	journal	January 1969
Global land cover classification at 1 km spatial resolution using a classification tree approach Hansen, M. C.; Defries, R. S.; Townshend, J. R. G. International Journal of Remote Sensing, Vol. 21, Issue 6-7 https://doi.org/10.1080/014311600210209	journal	January 2000
Evaluating model performance: towards a non-parametric variant of the Kling-Gupta efficiency Pool, Sandra; Vis, Marc; Seibert, Jan Hydrological Sciences Journal, Vol. 63, Issue 13-14 https://doi.org/10.1080/02626667.2018.1552002	journal	October 2018
Twenty-three unsolved problems in hydrology (UPH) – a community perspective Blöschl, Günter; Bierkens, Marc F. P.; Chambel, Antonio Hydrological Sciences Journal, Vol. 64, Issue 10 https://doi.org/10.1080/02626667.2019.1620507	journal	July 2019
Regional scale hydrology: I. Formulation of the VIC-2L model coupled to a routing model Lohmann, D.; Raschke, E.; Nijssen, B. Hydrological Sciences Journal, Vol. 43, Issue 1 https://doi.org/10.1080/02626669809492107	journal	February 1998
Climate change, riverine flood risk and adaptation for the conterminous United States Wobus, Cameron; Porter, Jeremy; Lorie, Mark Environmental Research Letters, Vol. 16, Issue 9 https://doi.org/10.1088/1748-9326/ac1bd7	journal	August 2021
A High-Resolution National-Scale Hydrologic Forecast System from a Global Ensemble Land Surface Model Snow, Alan D.; Christensen, Scott D.; Swain, Nathan R. JAWRA Journal of the American Water Resources Association, Vol. 52, Issue 4 https://doi.org/10.1111/1752-1688.12434	journal	June 2016
Continental-Scale River Flow Modeling of the Mississippi River Basin Using High-Resolution NHD Plus Dataset Tavakoly, Ahmad A.; Snow, Alan D.; David, Cédric H. JAWRA Journal of the American Water Resources Association, Vol. 53, Issue 2 https://doi.org/10.1111/1752-1688.12456	journal	September 2016
Towards Real-Time Continental Scale Streamflow Simulation in Continuous and Discrete Space Salas, Fernando R.; Somos-Valenzuela, Marcelo A.; Dugger, Aubrey JAWRA Journal of the American Water Resources Association, Vol. 54, Issue 1 https://doi.org/10.1111/1752-1688.12586	journal	October 2017
A Power Law Model for River Flow Velocity in Iowa Basins Ghimire, Ganesh Raj; Krajewski, Witold F.; Mantilla, Ricardo JAWRA Journal of the American Water Resources Association, Vol. 54, Issue 5 https://doi.org/10.1111/1752-1688.12665	journal	June 2018
Assessing Retrospective National Water Model Streamflow with Respect to Droughts and Low Flows in the Colorado River Basin Hansen, Carly; Shafiei Shiva, Javad; McDonald, Spencer JAWRA Journal of the American Water Resources Association, Vol. 55, Issue 4 https://doi.org/10.1111/1752-1688.12784	journal	July 2019
Performance of the National Water Model in Iowa Using Independent Observations Rojas, Marcela; Quintero, Felipe; Krajewski, Witold F. JAWRA Journal of the American Water Resources Association, Vol. 56, Issue 4 https://doi.org/10.1111/1752-1688.12820	journal	December 2019
Effects of Groundwater‐Surface Water Exchange Mechanism in the National Water Model over the Northern High Plains Aquifer, USA Jachens, Elizabeth R.; Hutcheson, Holly; Thomas, Matthew B. JAWRA Journal of the American Water Resources Association, Vol. 57, Issue 2 https://doi.org/10.1111/1752-1688.12869	journal	July 2020
Evaluating Baseflow Simulation in the National Water Model: A Case Study in the Northern High Plains Region, USA Karki, Ritesh; Krienert, Joseph M.; Hong, Minki JAWRA Journal of the American Water Resources Association, Vol. 57, Issue 2 https://doi.org/10.1111/1752-1688.12911	journal	March 2021
Machine Learning Assisted Reservoir Operation Model for Long‐Term Water Management Simulation Gangrade, Sudershan; Lu, Dan; Kao, Shih‐Chieh JAWRA Journal of the American Water Resources Association, Vol. 58, Issue 6 https://doi.org/10.1111/1752-1688.13060	journal	September 2022
Digital Hydrologic Networks Supporting Applications Related to Spatially Referenced Regression Modeling1: Digital Hydrologic Networks Supporting Applications Related to Spatially Referenced Regression Modeling Brakebill, J. W.; Wolock, D. M.; Terziotti, S. E. JAWRA Journal of the American Water Resources Association, Vol. 47, Issue 5 https://doi.org/10.1111/j.1752-1688.2011.00578.x	journal	August 2011
A Conterminous United States Multilayer Soil Characteristics Dataset for Regional Climate and Hydrology Modeling Miller, Douglas A.; White, Richard A. Earth Interactions, Vol. 2, Issue 1 https://doi.org/10.1175/1087-3562(1998)002<0002:cusms>2.0.co;2	journal	January 1998
River Network Routing on the NHDPlus Dataset David, Cédric H.; Maidment, David R.; Niu, Guo-Yue Journal of Hydrometeorology, Vol. 12, Issue 5 https://doi.org/10.1175/2011JHM1345.1	journal	October 2011
Development of a Unified Land Model for Prediction of Surface Hydrology and Land–Atmosphere Interactions Livneh, Ben; Restrepo, Pedro J.; Lettenmaier, Dennis P. Journal of Hydrometeorology, Vol. 12, Issue 6 https://doi.org/10.1175/2011JHM1361.1	journal	December 2011
North American Regional Reanalysis Mesinger, Fedor; DiMego, Geoff; Kalnay, Eugenia Bulletin of the American Meteorological Society, Vol. 87, Issue 3 https://doi.org/10.1175/BAMS-87-3-343	journal	March 2006
MSWEP V2 Global 3-Hourly 0.1° Precipitation: Methodology and Quantitative Assessment Beck, Hylke E.; Wood, Eric F.; Pan, Ming Bulletin of the American Meteorological Society, Vol. 100, Issue 3 https://doi.org/10.1175/BAMS-D-17-0138.1	journal	March 2019
Twentieth-Century Trends in Runoff, Evapotranspiration, and Soil Moisture in the Western United States Hamlet, Alan F.; Mote, Philip W.; Clark, Martyn P. Journal of Climate, Vol. 20, Issue 8 https://doi.org/10.1175/JCLI4051.1	journal	April 2007
Comparing Large-Scale Hydrological Model Predictions with Observed Streamflow in the Pacific Northwest: Effects of Climate and Groundwater* Safeeq, Mohammad; Mauger, Guillaume S.; Grant, Gordon E. Journal of Hydrometeorology, Vol. 15, Issue 6 https://doi.org/10.1175/JHM-D-13-0198.1	journal	December 2014
Global Maps of Streamflow Characteristics Based on Observations from Several Thousand Catchments Beck, Hylke E.; de Roo, Ad; van Dijk, Albert I. J. M. Journal of Hydrometeorology, Vol. 16, Issue 4 https://doi.org/10.1175/JHM-D-14-0155.1	journal	August 2015
Streamflow Forecasting without Models Krajewski, Witold F.; Ghimire, Ganesh R.; Quintero, Felipe Journal of Hydrometeorology, Vol. 21, Issue 8 https://doi.org/10.1175/JHM-D-19-0292.1	journal	August 2020
Production of Temporally Consistent Gridded Precipitation and Temperature Fields for the Continental United States Hamlet, Alan F.; Lettenmaier, Dennis P. Journal of Hydrometeorology, Vol. 6, Issue 3 https://doi.org/10.1175/JHM420.1	journal	June 2005
A Recent Increase in Western U.S. Streamflow Variability and Persistence Pagano, Thomas; Garen, David Journal of Hydrometeorology, Vol. 6, Issue 2 https://doi.org/10.1175/jhm410.1	journal	April 2005
GAGES: A stream gage database for evaluating natural and altered flow conditions in the conterminous United States Falcone, James A.; Carlisle, Daren M.; Wolock, David M. Ecology, Vol. 91, Issue 2 https://doi.org/10.1890/09-0889.1	journal	February 2010
Retrospective analysis of fish community change during a half-century of landuse and streamflow changes Gido, Keith B.; Dodds, Walter K.; Eberle, Mark E. Journal of the North American Benthological Society, Vol. 29, Issue 3 https://doi.org/10.1899/09-116.1	journal	September 2010
Insights on Streamflow Predictability Across Scales Using Horizontal Visibility Graph Based Networks Ghimire, Ganesh R.; Jadidoleslam, Navid; Krajewski, Witold F. Frontiers in Water, Vol. 2 https://doi.org/10.3389/frwa.2020.00017	journal	July 2020
MCD15A2H MODIS/Terra+Aqua Leaf Area Index/FPAR 8-day L4 Global 500m SIN Grid V006 Myneni, Ranga; Knyazikhin, Yuri; Park, Taejin NASA EOSDIS Land Processes DAAC https://doi.org/10.5067/MODIS/MCD15A2H.006	dataset	January 2015
GloFAS-ERA5 operational global river discharge reanalysis 1979–present Harrigan, Shaun; Zsoter, Ervin; Alfieri, Lorenzo Earth System Science Data, Vol. 12, Issue 3 https://doi.org/10.5194/essd-12-2043-2020	journal	January 2020
The multiscale routing model mRM v1.0: simple river routing at resolutions from 1 to 50 km Thober, Stephan; Cuntz, Matthias; Kelbling, Matthias Geoscientific Model Development, Vol. 12, Issue 6 https://doi.org/10.5194/gmd-12-2501-2019	journal	January 2019
Evaluating a reservoir parametrization in the vector-based global routing model mizuRoute (v2.0.1) for Earth system model coupling Vanderkelen, Inne; Gharari, Shervan; Mizukami, Naoki Geoscientific Model Development, Vol. 15, Issue 10 https://doi.org/10.5194/gmd-15-4163-2022	journal	June 2022
mizuRoute version 1: a river network routing tool for a continental domain water resources applications Mizukami, Naoki; Clark, Martyn P.; Sampson, Kevin Geoscientific Model Development, Vol. 9, Issue 6 https://doi.org/10.5194/gmd-9-2223-2016	journal	January 2016
Deriving a global river network map and its sub-grid topographic characteristics from a fine-resolution flow direction map Yamazaki, D.; Oki, T.; Kanae, S. Hydrology and Earth System Sciences, Vol. 13, Issue 11 https://doi.org/10.5194/hess-13-2241-2009	journal	January 2009
Global-scale analysis of river flow alterations due to water withdrawals and reservoirs Döll, P.; Fiedler, K.; Zhang, J. Hydrology and Earth System Sciences, Vol. 13, Issue 12 https://doi.org/10.5194/hess-13-2413-2009	journal	January 2009
A large-scale, high-resolution hydrological model parameter data set for climate change impact assessment for the conterminous US Oubeidillah, A. A.; Kao, S. -C.; Ashfaq, M. Hydrology and Earth System Sciences, Vol. 18, Issue 1 https://doi.org/10.5194/hess-18-67-2014	journal	January 2014
Development of a large-sample watershed-scale hydrometeorological data set for the contiguous USA: data set characteristics and assessment of regional variability in hydrologic model performance Newman, A. J.; Clark, M. P.; Sampson, K. Hydrology and Earth System Sciences, Vol. 19, Issue 1 https://doi.org/10.5194/hess-19-209-2015	journal	January 2015
Assessing the performance of global hydrological models for capturing peak river flows in the Amazon basin Towner, Jamie; Cloke, Hannah L.; Zsoter, Ervin Hydrology and Earth System Sciences, Vol. 23, Issue 7 https://doi.org/10.5194/hess-23-3057-2019	journal	July 2019
Technical note: Inherent benchmark or not? Comparing Nash–Sutcliffe and Kling–Gupta efficiency scores Knoben, Wouter J. M.; Freer, Jim E.; Woods, Ross A. Hydrology and Earth System Sciences, Vol. 23, Issue 10 https://doi.org/10.5194/hess-23-4323-2019	journal	January 2019
Comparison of generalized non-data-driven lake and reservoir routing models for global-scale hydrologic forecasting of reservoir outflow at diurnal time steps Gutenson, Joseph L.; Tavakoly, Ahmad A.; Wahl, Mark D. Hydrology and Earth System Sciences, Vol. 24, Issue 5 https://doi.org/10.5194/hess-24-2711-2020	journal	May 2020
Which rainfall score is more informative about the performance in river discharge simulation? A comprehensive assessment on 1318 basins over Europe Camici, Stefania; Massari, Christian; Ciabatta, Luca Hydrology and Earth System Sciences, Vol. 24, Issue 10 https://doi.org/10.5194/hess-24-4869-2020	journal	January 2020

Similar Records

Dayflow: CONUS Daily Streamflow Reanalysis, Version 1 (V1)

Dataset · Mon Feb 28 23:00:00 EST 2022 · OSTI ID:1847639

Related Subjects

54 ENVIRONMENTAL SCIENCES
Dayflow
GRADES
RAPID
VIC
national water model
streamflow reanalysis

Insights From Dayflow: A Historical Streamflow Reanalysis Dataset for the Conterminous United States

Citation Formats

References (90)

Similar Records

Related Subjects