Integrating field observations and process-based modeling to predict watershed water quality under environmental perturbations

Chen, Xingyuan; Lee, Raymond M.; Dwivedi, Dipankar; Son, Kyongho; Fang, Yilin; Zhang, Xuesong; Graham, Emily B.; Stegen, James C.; Fisher, Joshua B.; Moulton, John D.; Scheibe, Timothy D.

doi:10.1016/j.jhydrol.2020.125762

Integrating field observations and process-based modeling to predict watershed water quality under environmental perturbations

Journal Article · Sun Nov 15 00:00:00 EST 2020 · Journal of Hydrology

DOI:https://doi.org/10.1016/j.jhydrol.2020.125762· OSTI ID:1842780

Chen, Xingyuan ^[1]; Lee, Raymond M. ^[1]; Dwivedi, Dipankar ^[2]; Son, Kyongho ^[1]; Fang, Yilin ^[1]; ^[1]; ^[1]; ^[1]; Fisher, Joshua B. ^[3]; Moulton, John D. ^[4]; ^[1]

Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Lab. (JPL)
Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

Watersheds play a critical role in supplying water resources needed for human use and ecosystem health. Understanding and predicting how, when, and where changes in the quantity and quality of water resources occur under different environmental stresses including extreme events is crucial for sustainable management of water resources under a changing environment. However, few studies have attempted to quantify or identify the factors and process interactions controlling the impact of extreme events across water-shed systems. Only few large-scale studies include coordinated monitoring and modeling efforts, which limits our ability to assess the large-scale impact of extreme events on water supply and quality. Methods are lacking to propagate uncertainty in process understanding through an integrated hydro-biogeochemical model framework and evaluate its importance, thus failing to take full advantage of the information potentially available through transformative advances in characterization technologies from high-resolution mass spectrometry to airborne and satellite-based remote sensing. There are consequent risks to our nations water security and to human and ecosystem health that may become exacerbated with the increasing frequency of extreme events that is projected for the coming decades. This paper reviews the current status of watershed science for both water quantity and quality and identifies critical gaps in our current knowledge and modeling capability in addressing the emergent needs in predicting watershed hydrologic and biogeochemical responses (i.e., water quantity and quality) under natural and anthropogenic perturbations. We highlight the need to (1) understand how environmental perturbations including extreme events like floods and droughts propagate through watershed systems and assess their short- and long-term impacts on watershed biogeochemistry, water quality and their recovery pathways; (2) develop and improve a watershed water quality model that reflects the state of scientific understanding gained from observations; and (3) construct a data-model fusion system for watershed characterization, process identification, and mechanistic model parameterization. A large base of modeling, monitoring and data capabilities have been built by various federal government agencies given the relevance of water to their critical missions. An emerging need is to build an integrated national capability for watershed water availability and quality that can address water-related missions across multiple federal agencies.

View Accepted Manuscript (DOE)

Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Biological and Environmental Research (BER)

Grant/Contract Number:: AC02-05CH11231; AC05-76RL01830

OSTI ID:: 1842780

Report Number(s):: PNNL-SA--148272

Journal Information:: Journal of Hydrology, Journal Name: Journal of Hydrology Vol. 602; ISSN 0022-1694

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

References (294)

TOPMODEL: A critique Beven, Keith Hydrological Processes, Vol. 11, Issue 9 https://doi.org/10.1002/(SICI)1099-1085(199707)11:9<1069::AID-HYP545>3.0.CO;2-O	journal	July 1997
Application of ensemble-based data assimilation techniques for aquifer characterization using tracer data at Hanford 300 area: Tracer Data Assimilation at Hanford 300 Area Chen, Xingyuan; Hammond, Glenn E.; Murray, Chris J. Water Resources Research, Vol. 49, Issue 10 https://doi.org/10.1002/2012WR013285	journal	October 2013
Evaluating the performance of parallel subsurface simulators: An illustrative example with PFLOTRAN: Evaluating the Parallel Performance of Pflotran Hammond, G. E.; Lichtner, P. C.; Mills, R. T. Water Resources Research, Vol. 50, Issue 1 https://doi.org/10.1002/2012WR013483	journal	January 2014
Seasonal variation in total water storage in California inferred from GPS observations of vertical land motion: Argus et al.: California Water from GPS Argus, Donald F.; Fu, Yuning; Landerer, Felix W. Geophysical Research Letters, Vol. 41, Issue 6 https://doi.org/10.1002/2014GL059570	journal	March 2014
What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in Earth and Environmental systems models: A Critical Look at Sensitivity Analysis Razavi, Saman; Gupta, Hoshin V. Water Resources Research, Vol. 51, Issue 5 https://doi.org/10.1002/2014WR016527	journal	May 2015
A hybrid‐3D hillslope hydrological model for use in E arth system models Hazenberg, P.; Fang, Y.; Broxton, P. Water Resources Research, Vol. 51, Issue 10 https://doi.org/10.1002/2014WR016842	journal	October 2015
Open science in practice: Learning integrated modeling of coupled surface-subsurface flow processes from scratch: Reusable Simulation of Hydrologic Models Yu, Xuan; Duffy, Christopher J.; Rousseau, Alain N. Earth and Space Science, Vol. 3, Issue 5 https://doi.org/10.1002/2015EA000155	journal	May 2016
Catchment coevolution: A useful framework for improving predictions of hydrological change? Troch, Peter A.; Lahmers, Tim; Meira, Antonio Water Resources Research, Vol. 51, Issue 7 https://doi.org/10.1002/2015WR017032	journal	July 2015
Reliability, return periods, and risk under nonstationarity: RELIABILITY, RETURN PERIODS, NONSTATIONARITY Read, Laura K.; Vogel, Richard M. Water Resources Research, Vol. 51, Issue 8 https://doi.org/10.1002/2015WR017089	journal	August 2015
A unified approach for process‐based hydrologic modeling: 1. Modeling concept Clark, Martyn P.; Nijssen, Bart; Lundquist, Jessica D. Water Resources Research, Vol. 51, Issue 4 https://doi.org/10.1002/2015WR017198	journal	April 2015
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
River corridor science: Hydrologic exchange and ecological consequences from bedforms to basins: RIVER CORRIDORS FROM BEDFORMS TO BASINS Harvey, Jud; Gooseff, Michael Water Resources Research, Vol. 51, Issue 9 https://doi.org/10.1002/2015WR017617	journal	September 2015
A critical evaluation of the Miller and Miller similar media theory for application to natural soils: A CRITICAL EVALUATION OF MILLER-MILLER SIMILAR MEDIA THEORY Sadeghi, Morteza; Ghahraman, Bijan; Warrick, Arthur W. Water Resources Research, Vol. 52, Issue 5 https://doi.org/10.1002/2015WR017929	journal	May 2016
Testing the hybrid-3-D hillslope hydrological model in a controlled environment: CONTROLLED TESTING OF THE h3D HILLSLOPE MODEL Hazenberg, P.; Broxton, P.; Gochis, D. Water Resources Research, Vol. 52, Issue 2 https://doi.org/10.1002/2015WR018106	journal	February 2016
Understanding watershed hydrogeochemistry: 1. Development of RT-Flux-PIHM: DEVELOPMENT OF RT-FLUX-PIHM Bao, Chen; Li, Li; Shi, Yuning Water Resources Research, Vol. 53, Issue 3 https://doi.org/10.1002/2016WR018934	journal	March 2017
A new process sensitivity index to identify important system processes under process model and parametric uncertainty: MULTIMODEL PROCESS SENSITIVITY ANALYSIS Dai, Heng; Ye, Ming; Walker, Anthony P. Water Resources Research, Vol. 53, Issue 4 https://doi.org/10.1002/2016WR019715	journal	April 2017
A geostatistics-informed hierarchical sensitivity analysis method for complex groundwater flow and transport modeling: GEOSTATISTICAL SENSITIVITY ANALYSIS Dai, Heng; Chen, Xingyuan; Ye, Ming Water Resources Research, Vol. 53, Issue 5 https://doi.org/10.1002/2016WR019756	journal	May 2017
Are our dynamic water quality models too complex? A comparison of a new parsimonious phosphorus model, SimplyP, and INCA-P: OVER-COMPLEXITY IN WATER QUALITY MODELS Jackson-Blake, L. A.; Sample, J. E.; Wade, A. J. Water Resources Research, Vol. 53, Issue 7 https://doi.org/10.1002/2016WR020132	journal	July 2017
The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources: THE FUTURE OF EVAPOTRANSPIRATION Fisher, Joshua B.; Melton, Forrest; Middleton, Elizabeth Water Resources Research, Vol. 53, Issue 4 https://doi.org/10.1002/2016WR020175	journal	April 2017
Predicting Hydrologic Function With Aquatic Gene Fragments Good, S. P.; URycki, D. R.; Crump, B. C. Water Resources Research, Vol. 54, Issue 3 https://doi.org/10.1002/2017WR021974	journal	March 2018
Nitrogen cycling and export in California chaparral: the role of climate in shaping ecosystem responses to fire Hanan, Erin J.; Tague, Christina Naomi; Schimel, Joshua P. Ecological Monographs, Vol. 87, Issue 1 https://doi.org/10.1002/ecm.1234	journal	December 2016
Carbon dynamics of river corridors and the effects of human alterations Wohl, Ellen; Hall, Robert O.; Lininger, Katherine B. Ecological Monographs, Vol. 87, Issue 3 https://doi.org/10.1002/ecm.1261	journal	June 2017
Topographic structure from motion: a new development in photogrammetric measurement: TOPOGRAPHIC STRUCTURE FROM MOTION Fonstad, Mark A.; Dietrich, James T.; Courville, Brittany C. Earth Surface Processes and Landforms, Vol. 38, Issue 4 https://doi.org/10.1002/esp.3366	journal	January 2013
Disturbance hydrology: challenges and opportunities: Invited Commentary Ebel, Brian A.; Mirus, Benjamin B. Hydrological Processes, Vol. 28, Issue 19 https://doi.org/10.1002/hyp.10256	journal	June 2014
Estimating the water holding capacity of the critical zone using near-surface geophysics Flinchum, Brady A.; Holbrook, W. Steven; Grana, Dario Hydrological Processes, Vol. 32, Issue 22 https://doi.org/10.1002/hyp.13260	journal	September 2018
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
Scale issues in hydrological modelling: A review Blöschl, G.; Sivapalan, M. Hydrological Processes, Vol. 9, Issue 3-4 https://doi.org/10.1002/hyp.3360090305	journal	April 1995
The fine structure of water-quality dynamics: the(high-frequency) wave of the future Kirchner, James W.; Feng, Xiahong; Neal, Colin Hydrological Processes, Vol. 18, Issue 7 https://doi.org/10.1002/hyp.5537	journal	April 2004
Dominant processes concept in hydrology: moving forward Sivakumar, Bellie Hydrological Processes, Vol. 18, Issue 12 https://doi.org/10.1002/hyp.5606	journal	August 2004
Effect of bedrock permeability on subsurface stormflow and the water balance of a trenched hillslope at the Panola Mountain Research Watershed, Georgia, USA Tromp-van Meerveld, H. J.; Peters, N. E.; McDonnell, J. J. Hydrological Processes, Vol. 21, Issue 6 https://doi.org/10.1002/hyp.6265	journal	January 2007
Reconciling theory with observations: elements of a diagnostic approach to model evaluation Gupta, Hoshin V.; Wagener, Thorsten; Liu, Yuqiong Hydrological Processes, Vol. 22, Issue 18 https://doi.org/10.1002/hyp.6989	journal	August 2008
Bedrock infiltration and mountain block recharge accounting using chloride mass balance Aishlin, Pam; McNamara, James P. Hydrological Processes, Vol. 25, Issue 12 https://doi.org/10.1002/hyp.7950	journal	January 2011
Towards closing the watershed nitrogen budget: Spatial and temporal scaling of denitrification: SCALING DENITRIFICATION Duncan, Jonathan M.; Groffman, Peter M.; Band, Lawrence E. Journal of Geophysical Research: Biogeosciences, Vol. 118, Issue 3 https://doi.org/10.1002/jgrg.20090	journal	July 2013
Hydrologic ecosystem services: linking ecohydrologic processes to human well‐being in water research and watershed management Brauman, Kate A. WIREs Water, Vol. 2, Issue 4 https://doi.org/10.1002/wat2.1081	journal	March 2015
Advancing our predictive understanding of river corridor exchange Ward, Adam S.; Packman, Aaron I. Wiley Interdisciplinary Reviews: Water, Vol. 6, Issue 1 https://doi.org/10.1002/wat2.1327	journal	October 2018
A strategy for improved computational efficiency of the method of anchored distributions: EFFICIENT APPROXIMATION FOR MODEL INVERSION Over, Matthew William; Yang, Yarong; Chen, Xingyuan Water Resources Research, Vol. 49, Issue 6 https://doi.org/10.1002/wrcr.20182	journal	June 2013
Estimating Escherichia coli loads in streams based on various physical, chemical, and biological factors : Estimating Dwivedi, Dipankar; Mohanty, Binayak P.; Lesikar, Bruce J. Water Resources Research, Vol. 49, Issue 5 https://doi.org/10.1002/wrcr.20265	journal	May 2013
Nitrogen transformation processes in the Elbe River: Distinguishing between assimilation and denitrification by means of stable isotope ratios in nitrate Deutsch, Barbara; Voss, Maren; Fischer, Helmut Aquatic Sciences, Vol. 71, Issue 2 https://doi.org/10.1007/s00027-009-9147-9	journal	May 2009
Intersatellite laser ranging instrument for the GRACE follow-on mission Sheard, B. S.; Heinzel, G.; Danzmann, K. Journal of Geodesy, Vol. 86, Issue 12 https://doi.org/10.1007/s00190-012-0566-3	journal	May 2012
Dominant processes concept, model simplification and classification framework in catchment hydrology Sivakumar, Bellie Stochastic Environmental Research and Risk Assessment, Vol. 22, Issue 6 https://doi.org/10.1007/s00477-007-0183-5	journal	August 2007
Hierarchical sensitivity analysis for simulating barrier island geomorphologic responses to future storms and sea-level rise Dai, Heng; Ye, Ming; Hu, Bill X. Theoretical and Applied Climatology, Vol. 136, Issue 3-4 https://doi.org/10.1007/s00704-018-2700-5	journal	November 2018
Tracing the Sources of Exported Nitrate in the Turkey Lakes Watershed Using 15 N/ 14 N and 18 O/ 16 O isotopic ratios Spoelstra, John; Schiff, Sherry L.; Elgood, Richard J. Ecosystems, Vol. 4, Issue 6 https://doi.org/10.1007/s10021-001-0027-y	journal	September 2001
Biogeochemical Hot Spots and Hot Moments at the Interface of Terrestrial and Aquatic Ecosystems McClain, Michael E.; Boyer, Elizabeth W.; Dent, C. Lisa Ecosystems, Vol. 6, Issue 4 https://doi.org/10.1007/s10021-003-0161-9	journal	June 2003
Reflections on a Vision for Integrated Research and Monitoring After 15 Years Murdoch, Peter S.; McHale, Michael; Baron, Jill Aquatic Geochemistry, Vol. 20, Issue 2-3 https://doi.org/10.1007/s10498-013-9222-7	journal	April 2014
In the path of the Hurricane: impact of Hurricane Irene and Tropical Storm Lee on watershed hydrology and biogeochemistry from North Carolina to Maine, USA Vidon, Philippe; Karwan, Diana L.; Andres, A. Scott Biogeochemistry, Vol. 141, Issue 3 https://doi.org/10.1007/s10533-018-0423-4	journal	February 2018
Two decades of tropical cyclone impacts on North Carolina’s estuarine carbon, nutrient and phytoplankton dynamics: implications for biogeochemical cycling and water quality in a stormier world Paerl, Hans W.; Crosswell, Joseph R.; Van Dam, Bryce Biogeochemistry, Vol. 141, Issue 3 https://doi.org/10.1007/s10533-018-0438-x	journal	March 2018
Watershed ‘chemical cocktails’: forming novel elemental combinations in Anthropocene fresh waters Kaushal, Sujay S.; Gold, Arthur J.; Bernal, Susana Biogeochemistry, Vol. 141, Issue 3 https://doi.org/10.1007/s10533-018-0502-6	journal	October 2018
Diverse water quality responses to extreme climate events: an introduction Kaushal, Sujay S.; Gold, Arthur J.; Bernal, Susana Biogeochemistry, Vol. 141, Issue 3 https://doi.org/10.1007/s10533-018-0527-x	journal	November 2018
Reactive transport codes for subsurface environmental simulation Steefel, C. I.; Appelo, C. A. J.; Arora, B. Computational Geosciences, Vol. 19, Issue 3 https://doi.org/10.1007/s10596-014-9443-x	journal	September 2014
Understanding predictive information criteria for Bayesian models Gelman, Andrew; Hwang, Jessica; Vehtari, Aki Statistics and Computing, Vol. 24, Issue 6 https://doi.org/10.1007/s11222-013-9416-2	journal	August 2013
Ground Water-Surface Water Interface (GWSWI) Modeling: Recent Advances and Future Challenges Bobba, A. Ghosh Water Resources Management, Vol. 26, Issue 14 https://doi.org/10.1007/s11269-012-0134-x	journal	September 2012
Groundwater and Surface Water Interaction at the Regional-scale – A Review with Focus on Regional Integrated Models Barthel, Roland; Banzhaf, Stefan Water Resources Management, Vol. 30, Issue 1 https://doi.org/10.1007/s11269-015-1163-z	journal	November 2015
Impact of the Linked Surface Water-Soil Water-Groundwater System on Transport of E. coli in the Subsurface Dwivedi, Dipankar; Mohanty, Binayak P.; Lesikar, Bruce J. Water, Air, & Soil Pollution, Vol. 227, Issue 9 https://doi.org/10.1007/s11270-016-3053-2	journal	August 2016
Isotopes for improved management of nitrate pollution in aqueous resources: review of surface water field studies Nestler, Angelika; Berglund, Michael; Accoe, Frederik Environmental Science and Pollution Research, Vol. 18, Issue 4 https://doi.org/10.1007/s11356-010-0422-z	journal	January 2011
Describing data formats of geographical models Hu, Di; Ma, Shaosong; Guo, Fei Environmental Earth Sciences, Vol. 74, Issue 10 https://doi.org/10.1007/s12665-015-4737-4	journal	September 2015
A loosely coupled GIS and hydrogeological modeling framework Alcaraz, Mar; Vázquez-Suñé, Enric; Velasco, Violeta Environmental Earth Sciences, Vol. 76, Issue 11 https://doi.org/10.1007/s12665-017-6709-3	journal	May 2017
Effects of spatial variability and scale with implications to hydrologic modeling Wood, Eric F.; Sivapalan, M.; Beven, Keith Journal of Hydrology, Vol. 102, Issue 1-4 https://doi.org/10.1016/0022-1694(88)90090-X	journal	September 1988
The potential for satellite-based monitoring of groundwater storage changes using GRACE: the High Plains aquifer, Central US Rodell, M.; Famiglietti, J. S. Journal of Hydrology, Vol. 263, Issue 1-4 https://doi.org/10.1016/S0022-1694(02)00060-4	journal	June 2002
Numerical simulation of unsaturated flow along preferential pathways: implications for the use of mass balance calculations for isotope storm hydrograph separation Van der Hoven, S. J.; Solomon, D. K.; Moline, G. R. Journal of Hydrology, Vol. 268, Issue 1-4 https://doi.org/10.1016/S0022-1694(02)00178-6	journal	November 2002
Virtual experiments: a new approach for improving process conceptualization in hillslope hydrology Weiler, Markus; McDonnell, Jeff Journal of Hydrology, Vol. 285, Issue 1-4 https://doi.org/10.1016/S0022-1694(03)00271-3	journal	January 2004
Runoff generation processes estimated from hydrological observations on a steep forested hillslope with a thin soil layer Tani, Makoto Journal of Hydrology, Vol. 200, Issue 1-4 https://doi.org/10.1016/S0022-1694(97)00018-8	journal	December 1997
MODIS snow-cover products Hall, Dorothy K.; Riggs, George A.; Salomonson, Vincent V. Remote Sensing of Environment, Vol. 83, Issue 1-2 https://doi.org/10.1016/S0034-4257(02)00095-0	journal	November 2002
Natural 15N abundances of inorganic nitrogen in soil treated with fertilizer and compost under changing soil moisture regimes Choi, Woo-Jung; Ro, Hee-Myong; Lee, Sang-Mo Soil Biology and Biochemistry, Vol. 35, Issue 10 https://doi.org/10.1016/S0038-0717(03)00199-8	journal	October 2003
δ15N as an integrator of the nitrogen cycle Robinson, David Trends in Ecology & Evolution, Vol. 16, Issue 3 https://doi.org/10.1016/S0169-5347(00)02098-X	journal	March 2001
Costs and limits of phenotypic plasticity DeWitt, Thomas J.; Sih, Andrew; Wilson, David Sloan Trends in Ecology & Evolution, Vol. 13, Issue 2 https://doi.org/10.1016/S0169-5347(97)01274-3	journal	February 1998
A unifying framework for watershed thermodynamics: balance equations for mass, momentum, energy and entropy, and the second law of thermodynamics Reggiani, Paolo; Sivapalan, Murugesu; Majid Hassanizadeh, S. Advances in Water Resources, Vol. 22, Issue 4 https://doi.org/10.1016/S0309-1708(98)00012-8	journal	October 1998
Scaling of flow and transport behavior in heterogeneous groundwater systems Scheibe, Timothy; Yabusaki, Steven Advances in Water Resources, Vol. 22, Issue 3 https://doi.org/10.1016/S0309-1708(98)00014-1	journal	November 1998
A unifying framework for watershed thermodynamics: constitutive relationships Reggiani, Paolo; Hassanizadeh, S. Majid; Sivapalan, Murugesu Advances in Water Resources, Vol. 23, Issue 1 https://doi.org/10.1016/S0309-1708(99)00005-6	journal	September 1999
The role of scaling laws in upscaling Wood, Brian D. Advances in Water Resources, Vol. 32, Issue 5 https://doi.org/10.1016/j.advwatres.2008.08.015	journal	May 2009
Understanding, management and modelling of urban hydrology and its consequences for receiving waters: A state of the art Fletcher, T. D.; Andrieu, H.; Hamel, P. Advances in Water Resources, Vol. 51 https://doi.org/10.1016/j.advwatres.2012.09.001	journal	January 2013
Fluorescence characterization of dissolved organic matter in an urban river and its complexation with Hg(II) Fu, Pingqing; Wu, Fengchang; Liu, Congqiang Applied Geochemistry, Vol. 22, Issue 8 https://doi.org/10.1016/j.apgeochem.2007.03.041	journal	August 2007
A Review on Hydrological Models Devia, Gayathri K.; Ganasri, B. P.; Dwarakish, G. S. Aquatic Procedia, Vol. 4 https://doi.org/10.1016/j.aqpro.2015.02.126	journal	January 2015
Observation and integrated Earth-system science: A roadmap for 2016–2025 Simmons, Adrian; Fellous, Jean-Louis; Ramaswamy, Venkatachalam Advances in Space Research, Vol. 57, Issue 10 https://doi.org/10.1016/j.asr.2016.03.008	journal	May 2016
Applications of stable water and carbon isotopes in watershed research: Weathering, carbon cycling, and water balances Schulte, Peter; van Geldern, Robert; Freitag, Heiko Earth-Science Reviews, Vol. 109, Issue 1-2 https://doi.org/10.1016/j.earscirev.2011.07.003	journal	November 2011
MIKE SHE modeling of ecohydrological processes: Merits, applications, and challenges Ma, Liang; He, Chunguang; Bian, Hongfeng Ecological Engineering, Vol. 96 https://doi.org/10.1016/j.ecoleng.2016.01.008	journal	November 2016
Using a spatially-distributed hydrologic biogeochemistry model with a nitrogen transport module to study the spatial variation of carbon processes in a Critical Zone Observatory Shi, Yuning; Eissenstat, David M.; He, Yuting Ecological Modelling, Vol. 380 https://doi.org/10.1016/j.ecolmodel.2018.04.007	journal	July 2018
Exploring vulnerability of coastal habitats to sea level rise through global sensitivity and uncertainty analyses Chu-Agor, M. L.; Muñoz-Carpena, R.; Kiker, G. Environmental Modelling & Software, Vol. 26, Issue 5 https://doi.org/10.1016/j.envsoft.2010.12.003	journal	May 2011
A parallelization framework for calibration of hydrological models Rouholahnejad, E.; Abbaspour, K. C.; Vejdani, M. Environmental Modelling & Software, Vol. 31 https://doi.org/10.1016/j.envsoft.2011.12.001	journal	May 2012
HydroDesktop: Web services-based software for hydrologic data discovery, download, visualization, and analysis Ames, Daniel P.; Horsburgh, Jeffery S.; Cao, Yang Environmental Modelling & Software, Vol. 37 https://doi.org/10.1016/j.envsoft.2012.03.013	journal	November 2012
Parallelization of a hydrological model using the message passing interface Wu, Yiping; Li, Tiejian; Sun, Liqun Environmental Modelling & Software, Vol. 43 https://doi.org/10.1016/j.envsoft.2013.02.002	journal	May 2013
Using a parallelized MCMC algorithm in R to identify appropriate likelihood functions for SWAT Joseph, J. F.; Guillaume, J. H. A. Environmental Modelling & Software, Vol. 46 https://doi.org/10.1016/j.envsoft.2013.03.012	journal	August 2013
Efficient multi-objective calibration of a computationally intensive hydrologic model with parallel computing software in Python Zhang, Xuesong; Beeson, Peter; Link, Robert Environmental Modelling & Software, Vol. 46 https://doi.org/10.1016/j.envsoft.2013.03.013	journal	August 2013
Parallel flow routing in SWMM 5 Burger, G.; Sitzenfrei, R.; Kleidorfer, M. Environmental Modelling & Software, Vol. 53 https://doi.org/10.1016/j.envsoft.2013.11.002	journal	March 2014
State of the art in modelling of phosphorus in aquatic systems: Review, criticisms and commentary Robson, Barbara J. Environmental Modelling & Software, Vol. 61 https://doi.org/10.1016/j.envsoft.2014.01.012	journal	November 2014
A tightly coupled GIS and distributed hydrologic modeling framework Bhatt, Gopal; Kumar, Mukesh; Duffy, Christopher J. Environmental Modelling & Software, Vol. 62 https://doi.org/10.1016/j.envsoft.2014.08.003	journal	December 2014
A seamlessly coupled GIS and distributed groundwater flow model Wang, Lei; Jackson, Christopher R.; Pachocka, Magdalena Environmental Modelling & Software, Vol. 82 https://doi.org/10.1016/j.envsoft.2016.04.007	journal	August 2016
A python framework for environmental model uncertainty analysis White, Jeremy T.; Fienen, Michael N.; Doherty, John E. Environmental Modelling & Software, Vol. 85 https://doi.org/10.1016/j.envsoft.2016.08.017	journal	November 2016
Development of a system for automated setup of a physically-based, spatially-distributed hydrological model for catchments in Great Britain Lewis, Elizabeth; Birkinshaw, Stephen; Kilsby, Chris Environmental Modelling & Software, Vol. 108 https://doi.org/10.1016/j.envsoft.2018.07.006	journal	October 2018
Automated retrieval, preprocessing, and visualization of gridded hydrometeorology data products for spatial-temporal exploratory analysis and intercomparison Phuong, Jimmy; Bandaragoda, Christina; Istanbulluoglu, Erkan Environmental Modelling & Software, Vol. 116 https://doi.org/10.1016/j.envsoft.2019.01.007	journal	June 2019
A data model to manage data for water resources systems modeling Abdallah, Adel M.; Rosenberg, David E. Environmental Modelling & Software, Vol. 115 https://doi.org/10.1016/j.envsoft.2019.02.005	journal	May 2019
Enabling Collaborative Numerical Modeling in Earth Sciences using Knowledge Infrastructure Bandaragoda, C.; Castronova, A.; Istanbulluoglu, E. Environmental Modelling & Software, Vol. 120 https://doi.org/10.1016/j.envsoft.2019.03.020	journal	October 2019
Scale dependence of mineral dissolution rates within single pores and fractures Li, Li; Steefel, Carl I.; Yang, Li Geochimica et Cosmochimica Acta, Vol. 72, Issue 2 https://doi.org/10.1016/j.gca.2007.10.027	journal	January 2008
Exploiting causal functional relationships in Bayesian network modelling for personalised healthcare Velikova, Marina; van Scheltinga, Josien Terwisscha; Lucas, Peter J. F. International Journal of Approximate Reasoning, Vol. 55, Issue 1 https://doi.org/10.1016/j.ijar.2013.03.016	journal	January 2014
Numerical simulation of organic carbon, nitrate, and nitrogen isotope behavior during denitrification in a riparian zone Chen, David J. Z.; MacQuarrie, Kerry T. B. Journal of Hydrology, Vol. 293, Issue 1-4 https://doi.org/10.1016/j.jhydrol.2004.02.002	journal	June 2004
A manifesto for the equifinality thesis Beven, Keith Journal of Hydrology, Vol. 320, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2005.07.007	journal	March 2006
Determination of groundwater flow-through regimes of shallow lakes and wetlands from numerical analysis of stable isotope and chloride tracer distribution patterns Turner, Jeffrey V.; Townley, Lloyd R. Journal of Hydrology, Vol. 320, Issue 3-4 https://doi.org/10.1016/j.jhydrol.2005.07.050	journal	April 2006
A review and evaluation of catchment transit time modeling McGuire, Kevin J.; McDonnell, Jeffrey J. Journal of Hydrology, Vol. 330, Issue 3-4 https://doi.org/10.1016/j.jhydrol.2006.04.020	journal	November 2006
Connectivity at the hillslope scale: Identifying interactions between storm size, bedrock permeability, slope angle and soil depth Hopp, L.; McDonnell, J. J. Journal of Hydrology, Vol. 376, Issue 3-4 https://doi.org/10.1016/j.jhydrol.2009.07.047	journal	October 2009
Nitrate isotopes unveil distinct seasonal N-sources and the critical role of crop residues in groundwater contamination Savard, Martine M.; Somers, George; Smirnoff, Anna Journal of Hydrology, Vol. 381, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2009.11.033	journal	February 2010
Hillslope threshold response to rainfall: (1) A field based forensic approach Graham, Chris B.; Woods, Ross A.; McDonnell, Jeffrey J. Journal of Hydrology, Vol. 393, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2009.12.015	journal	October 2010
On the biases affecting water ages inferred from isotopic data Cornaton, F. J.; Park, Y. -J.; Deleersnijder, E. Journal of Hydrology, Vol. 410, Issue 3-4 https://doi.org/10.1016/j.jhydrol.2011.09.024	journal	November 2011
Hydrograph separation using stable isotopes: Review and evaluation Klaus, J.; McDonnell, J. J. Journal of Hydrology, Vol. 505 https://doi.org/10.1016/j.jhydrol.2013.09.006	journal	November 2013
Catchment-scale stream temperature response to land disturbance by wildfire governed by surface–subsurface energy exchange and atmospheric controls Wagner, Michael J.; Bladon, Kevin D.; Silins, Uldis Journal of Hydrology, Vol. 517 https://doi.org/10.1016/j.jhydrol.2014.05.006	journal	September 2014
Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications Song, Xiaomeng; Zhang, Jianyun; Zhan, Chesheng Journal of Hydrology, Vol. 523 https://doi.org/10.1016/j.jhydrol.2015.02.013	journal	April 2015
An overview of current applications, challenges, and future trends in distributed process-based models in hydrology Fatichi, Simone; Vivoni, Enrique R.; Ogden, Fred L. Journal of Hydrology, Vol. 537 https://doi.org/10.1016/j.jhydrol.2016.03.026	journal	June 2016
Hillslope hydrograph separation: The effects of variable isotopic signatures and hydrodynamic mixing in macroporous soil Dusek, Jaromir; Vogel, Tomas Journal of Hydrology, Vol. 563 https://doi.org/10.1016/j.jhydrol.2018.05.054	journal	August 2018
Numerical modelling of stable isotope (2H and 18O) transport in a hydro-geothermal system: Model development and implementation to the Guide Basin, China Jiang, Zhenjiao; Xu, Tianfu; Mallants, Dirk Journal of Hydrology, Vol. 569 https://doi.org/10.1016/j.jhydrol.2018.11.065	journal	February 2019
A framework for conceptualizing groundwater-surface water interactions and identifying potential impacts on water quality, water quantity, and ecosystems Conant, Brewster; Robinson, Clare E.; Hinton, Marc J. Journal of Hydrology, Vol. 574 https://doi.org/10.1016/j.jhydrol.2019.04.050	journal	July 2019
Hydrologic shortcomings of conventional urban stormwater management and opportunities for reform Burns, Matthew J.; Fletcher, Tim D.; Walsh, Christopher J. Landscape and Urban Planning, Vol. 105, Issue 3 https://doi.org/10.1016/j.landurbplan.2011.12.012	journal	April 2012
Impact of Intra-meander Hyporheic Flow on Nitrogen Cycling Dwivedi, Dipankar; Steefel, I. Carl; Arora, Bhavna Procedia Earth and Planetary Science, Vol. 17 https://doi.org/10.1016/j.proeps.2016.12.102	journal	January 2017
Effect of remote sensing spatial resolution on interpreting tower-based flux observations Li, Fuqin; Kustas, William P.; Anderson, Martha C. Remote Sensing of Environment, Vol. 112, Issue 2 https://doi.org/10.1016/j.rse.2006.11.032	journal	February 2008
Temporal dynamics of PSR-based soil moisture across spatial scales in an agricultural landscape during SMEX02: A wavelet approach Das, Narendra N.; Mohanty, Binayak P. Remote Sensing of Environment, Vol. 112, Issue 2 https://doi.org/10.1016/j.rse.2007.05.007	journal	February 2008
Downscaling land surface temperatures at regional scales with random forest regression Hutengs, Christopher; Vohland, Michael Remote Sensing of Environment, Vol. 178 https://doi.org/10.1016/j.rse.2016.03.006	journal	June 2016
The Airborne Snow Observatory: Fusion of scanning lidar, imaging spectrometer, and physically-based modeling for mapping snow water equivalent and snow albedo Painter, Thomas H.; Berisford, Daniel F.; Boardman, Joseph W. Remote Sensing of Environment, Vol. 184 https://doi.org/10.1016/j.rse.2016.06.018	journal	October 2016
Phosphate oxygen isotopes within aquatic ecosystems: Global data synthesis and future research priorities Davies, Ceri L.; Surridge, Ben W. J.; Gooddy, Daren C. Science of The Total Environment, Vol. 496 https://doi.org/10.1016/j.scitotenv.2014.07.057	journal	October 2014
An integrated Markov chain Monte Carlo algorithm for upscaling hydrological and geochemical parameters from column to field scale Arora, Bhavna; Mohanty, Binayak P.; McGuire, Jennifer T. Science of The Total Environment, Vol. 512-513 https://doi.org/10.1016/j.scitotenv.2015.01.048	journal	April 2015
Improving SWAT for simulating water and carbon fluxes of forest ecosystems Yang, Qichun; Zhang, Xuesong Science of The Total Environment, Vol. 569-570 https://doi.org/10.1016/j.scitotenv.2016.06.238	journal	November 2016
The oxygen isotopic composition of phosphate in river water and its potential sources in the Upper River Taw catchment, UK Granger, Steven J.; Heaton, Tim H. E.; Pfahler, Verena Science of The Total Environment, Vol. 574 https://doi.org/10.1016/j.scitotenv.2016.09.007	journal	January 2017
Assessing the use of δ18O in phosphate as a tracer for catchment phosphorus sources Tonderski, Karin; Andersson, Lotta; Lindström, Göran Science of The Total Environment, Vol. 607-608 https://doi.org/10.1016/j.scitotenv.2017.06.167	journal	December 2017
Isotopic composition of nitrogen species in groundwater under agricultural areas: A review Nikolenko, Olha; Jurado, Anna; Borges, Alberto V. Science of The Total Environment, Vol. 621 https://doi.org/10.1016/j.scitotenv.2017.10.086	journal	April 2018
Multi 'omics comparison reveals metabolome biochemistry, not microbiome composition or gene expression, corresponds to elevated biogeochemical function in the hyporheic zone Graham, Emily B.; Crump, Alex R.; Kennedy, David W. Science of The Total Environment, Vol. 642 https://doi.org/10.1016/j.scitotenv.2018.05.256	journal	November 2018
Subsurface biogeochemistry is a missing link between ecology and hydrology in dam-impacted river corridors Graham, Emily B.; Stegen, James C.; Huang, Maoyi Science of The Total Environment, Vol. 657 https://doi.org/10.1016/j.scitotenv.2018.11.414	journal	March 2019
15N tracing models with a Monte Carlo optimization procedure provide new insights on gross N transformations in soils Rütting, Tobias; Müller, Christoph Soil Biology and Biochemistry, Vol. 39, Issue 9 https://doi.org/10.1016/j.soilbio.2007.04.006	journal	September 2007
Do we need to understand microbial communities to predict ecosystem function? A comparison of statistical models of nitrogen cycling processes Graham, Emily B.; Wieder, William R.; Leff, Jonathan W. Soil Biology and Biochemistry, Vol. 68 https://doi.org/10.1016/j.soilbio.2013.08.023	journal	January 2014
A distinct urban biogeochemistry? Kaye, J.; Groffman, P.; Grimm, N. Trends in Ecology & Evolution, Vol. 21, Issue 4 https://doi.org/10.1016/j.tree.2005.12.006	journal	April 2006
A dynamic framework for water security Srinivasan, V.; Konar, M.; Sivapalan, M. Water Security, Vol. 1 https://doi.org/10.1016/j.wasec.2017.03.001	journal	July 2017
Nitrogen sources and cycling revealed by dual isotopes of nitrate in a complex urbanized environment Archana, Anand; Thibodeau, Benoit; Geeraert, Naomi Water Research, Vol. 142 https://doi.org/10.1016/j.watres.2018.06.004	journal	October 2018
High Resolution Monitoring Above and Below the Groundwater Table Uncovers Small-Scale Hydrochemical Gradients Gassen, N.; Griebler, C.; Werban, U. Environmental Science & Technology, Vol. 51, Issue 23 https://doi.org/10.1021/acs.est.7b03087	journal	November 2017
Identification of Phosphorus Sources in a Watershed Using a Phosphate Oxygen Isoscape Approach Ishida, Takuya; Uehara, Yoshitoshi; Iwata, Tomoya Environmental Science & Technology, Vol. 53, Issue 9 https://doi.org/10.1021/acs.est.8b05837	journal	April 2019
Unprocessed Atmospheric Nitrate in Waters of the Northern Forest Region in the U.S. and Canada Sebestyen, Stephen D.; Ross, Donald S.; Shanley, James B. Environmental Science & Technology, Vol. 53, Issue 7 https://doi.org/10.1021/acs.est.9b01276	journal	March 2019
Carbon Limitation Leads to Thermodynamic Regulation of Aerobic Metabolism Garayburu-Caruso, Vanessa A.; Stegen, James C.; Song, Hyun-Seob Environmental Science & Technology Letters, Vol. 7, Issue 7 https://doi.org/10.1021/acs.estlett.0c00258	journal	May 2020
Primary Consumer Stable Nitrogen Isotopes as Indicators of Nutrient Source Vander Zanden, M. Jake; Vadeboncoeur, Yvonne; Diebel, Matthew W. Environmental Science & Technology, Vol. 39, Issue 19 https://doi.org/10.1021/es050606t	journal	September 2005
Tracking Nonpoint Source Nitrogen Pollution in Human-Impacted Watersheds Kaushal, Sujay S.; Groffman, Peter M.; Band, Lawrence E. Environmental Science & Technology, Vol. 45, Issue 19 https://doi.org/10.1021/es200779e	journal	September 2011
Evaluation of the Current State of Distributed Watershed Nutrient Water Quality Modeling Wellen, Christopher; Kamran-Disfani, Ahmad-Reza; Arhonditsis, George B. Environmental Science & Technology, Vol. 49, Issue 6 https://doi.org/10.1021/es5049557	journal	February 2015
Using Oxygen Isotopes of Phosphate To Trace Phosphorus Sources and Cycling in Lake Erie Elsbury, Katy E.; Paytan, Adina; Ostrom, Nathaniel E. Environmental Science & Technology, Vol. 43, Issue 9 https://doi.org/10.1021/es8034126	journal	May 2009
Analysis and mapping of field-scale soil moisture variability using high-resolution, ground-based data during the Southern Great Plains 1997 (SGP97) Hydrology Experiment Mohanty, B. P.; Skaggs, T. H.; Famiglietti, J. S. Water Resources Research, Vol. 36, Issue 4 https://doi.org/10.1029/1999WR900360	journal	April 2000
The role of bedrock topography on subsurface storm flow: THE ROLE OF BEDROCK TOPOGRAPHY ON SUBSURFACE STORM FLOW Freer, Jim; McDonnell, J. J.; Beven, K. J. Water Resources Research, Vol. 38, Issue 12 https://doi.org/10.1029/2001WR000872	journal	December 2002
On the dialog between experimentalist and modeler in catchment hydrology: Use of soft data for multicriteria model calibration: SOFT DATA Seibert, Jan; McDonnell, Jeffrey J. Water Resources Research, Vol. 38, Issue 11 https://doi.org/10.1029/2001WR000978	journal	November 2002
Hillslope-storage Boussinesq model for subsurface flow and variable source areas along complex hillslopes: 1. Formulation and characteristic response: HILLSLOPE-STORAGE BOUSSINESQ MODEL, 1 Troch, Peter A.; Paniconi, Claudio; Emiel van Loon, E. Water Resources Research, Vol. 39, Issue 11 https://doi.org/10.1029/2002WR001728	journal	November 2003
Quantifying the relative contributions of riparian and hillslope zones to catchment runoff: SMALL CATCHMENT RUNOFF SOURCES McGlynn, Brian L.; McDonnell, Jeffrey J. Water Resources Research, Vol. 39, Issue 11 https://doi.org/10.1029/2003WR002091	journal	November 2003
Maximum likelihood Bayesian averaging of spatial variability models in unsaturated fractured tuff: MAXIMUM LIKELIHOOD BAYESIAN MODEL AVERAGING Ye, Ming; Neuman, Shlomo P.; Meyer, Philip D. Water Resources Research, Vol. 40, Issue 5 https://doi.org/10.1029/2003WR002557	journal	May 2004
Threshold relations in subsurface stormflow: 1. A 147-storm analysis of the Panola hillslope: SUBSURFACE FLOW RELATIONS, 1 Tromp-van Meerveld, H. J.; McDonnell, J. J. Water Resources Research, Vol. 42, Issue 2 https://doi.org/10.1029/2004WR003778	journal	February 2006
Threshold relations in subsurface stormflow: 2. The fill and spill hypothesis: THRESHOLD FLOW RELATIONS, 2 Tromp-van Meerveld, H. J.; McDonnell, J. J. Water Resources Research, Vol. 42, Issue 2 https://doi.org/10.1029/2004WR003800	journal	February 2006
Phosphate oxygen isotope ratios as a tracer for sources and cycling of phosphate in North San Francisco Bay, California McLaughlin, Karen; Kendall, Carol; Silva, Steven R. Journal of Geophysical Research, Vol. 111, Issue G3 https://doi.org/10.1029/2005JG000079	journal	January 2006
Hydrologic and topographic controls on storm-event exports of dissolved organic carbon (DOC) and nitrate across catchment scales: HYDROLOGIC AND TOPOGRAPHIC CONTROLS ON DOC Inamdar, Shreeram P.; Mitchell, Myron J. Water Resources Research, Vol. 42, Issue 3 https://doi.org/10.1029/2005WR004212	journal	March 2006
Water flow processes in weathered granitic bedrock and their effects on runoff generation in a small headwater catchment: WATER FLOW PROCESSES IN WEATHERED BEDROCK Kosugi, Ken'ichirou; Katsura, Shin'ya; Katsuyama, Masanori Water Resources Research, Vol. 42, Issue 2 https://doi.org/10.1029/2005WR004275	journal	February 2006
Getting the right answers for the right reasons: Linking measurements, analyses, and models to advance the science of hydrology: GETTING THE RIGHT ANSWERS FOR THE RIGHT REASONS Kirchner, James W. Water Resources Research, Vol. 42, Issue 3 https://doi.org/10.1029/2005WR004362	journal	March 2006
Relating transient storage to channel complexity in streams of varying land use in Jackson Hole, Wyoming: TRANSIENT STORAGE AND CHANNEL COMPLEXITY Gooseff, Michael N.; Hall, Robert O.; Tank, Jennifer L. Water Resources Research, Vol. 43, Issue 1 https://doi.org/10.1029/2005WR004626	journal	January 2007
Moving beyond heterogeneity and process complexity: A new vision for watershed hydrology: OPINION McDonnell, J. J.; Sivapalan, M.; Vaché, K. Water Resources Research, Vol. 43, Issue 7 https://doi.org/10.1029/2006WR005467	journal	July 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
Capturing the influence of groundwater dynamics on land surface processes using an integrated, distributed watershed model: INFLUENCE OF GROUNDWATER DYNAMICS ON LAND Kollet, Stefan J.; Maxwell, Reed M. Water Resources Research, Vol. 44, Issue 2 https://doi.org/10.1029/2007WR006004	journal	February 2008
Nitrate reduction in streambed sediments: Effects of flow and biogeochemical kinetics: NITRATE ATTENUATION DURING GROUNDWATER DISCHARGE Gu, Chuanhui; Hornberger, George M.; Mills, Aaron L. Water Resources Research, Vol. 43, Issue 12 https://doi.org/10.1029/2007WR006027	journal	December 2007
A spatial regularization approach to parameter estimation for a distributed watershed model: REGULARIZATION FOR A PARAMETER ESTIMATION Pokhrel, P.; Gupta, H. V.; Wagener, T. Water Resources Research, Vol. 44, Issue 12 https://doi.org/10.1029/2007WR006615	journal	December 2008
Observations and stochastic modeling of soil moisture control on evapotranspiration in a Californian oak savanna: SOIL MOISTURE CONTROL ON ET Chen, Xingyuan; Rubin, Yoram; Ma, Siyan Water Resources Research, Vol. 44, Issue 8 https://doi.org/10.1029/2007WR006646	journal	August 2008
Framework for Understanding Structural Errors (FUSE): A modular framework to diagnose differences between hydrological models: DIFFERENCES BETWEEN HYDROLOGICAL MODELS Clark, Martyn P.; Slater, Andrew G.; Rupp, David E. Water Resources Research, Vol. 44, Issue 12 https://doi.org/10.1029/2007WR006735	journal	August 2008
Predicting export of dissolved organic carbon from forested catchments in glaciated landscapes with shallow soils: A SIMPLE BUT ROBUST DOC EXPORT MODEL Creed, I. F.; Beall, F. D.; Clair, T. A. Global Biogeochemical Cycles, Vol. 22, Issue 4 https://doi.org/10.1029/2008GB003294	journal	December 2008
Multiscale parameter regionalization of a grid-based hydrologic model at the mesoscale: MULTISCALE PARAMETER REGIONALIZATION Samaniego, Luis; Kumar, Rohini; Attinger, Sabine Water Resources Research, Vol. 46, Issue 5 https://doi.org/10.1029/2008WR007327	journal	May 2010
A Bayesian approach for inverse modeling, data assimilation, and conditional simulation of spatial random fields Rubin, Yoram; Chen, Xingyuan; Murakami, Haruko Water Resources Research, Vol. 46, Issue 10 https://doi.org/10.1029/2009WR008799	journal	October 2010
Groundwater uptake by woody vegetation in a semiarid oak savanna Miller, Gretchen R.; Chen, Xingyuan; Rubin, Yoram Water Resources Research, Vol. 46, Issue 10 https://doi.org/10.1029/2009WR008902	journal	October 2010
The future of hydrology: An evolving science for a changing world: OPINION Wagener, Thorsten; Sivapalan, Murugesu; Troch, Peter A. Water Resources Research, Vol. 46, Issue 5 https://doi.org/10.1029/2009WR008906	journal	May 2010
Functional model of water balance variability at the catchment scale: 1. Evidence of hydrologic similarity and space-time symmetry: SPACE-TIME SYMMETRY OF WATER VARIABILITY Sivapalan, Murugesu; Yaeger, Mary A.; Harman, Ciaran J. Water Resources Research, Vol. 47, Issue 2 https://doi.org/10.1029/2010WR009568	journal	February 2011
Elements of a flexible approach for conceptual hydrological modeling: 1. Motivation and theoretical development: FLEXIBLE FRAMEWORK FOR HYDROLOGICAL MODELING, 1 Fenicia, Fabrizio; Kavetski, Dmitri; Savenije, Hubert H. G. Water Resources Research, Vol. 47, Issue 11 https://doi.org/10.1029/2010WR010174	journal	November 2011
Fluorescence characteristics and sources of dissolved organic matter for stream water during storm events in a forested mid-Atlantic watershed Inamdar, Shreeram; Singh, Shatrughan; Dutta, Sudarshan Journal of Geophysical Research, Vol. 116, Issue G3 https://doi.org/10.1029/2011JG001735	journal	January 2011
Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products: UPSCALING SOIL MOISTURE Crow, Wade T.; Berg, Aaron A.; Cosh, Michael H. Reviews of Geophysics, Vol. 50, Issue 2 https://doi.org/10.1029/2011RG000372	journal	April 2012
Three-dimensional Bayesian geostatistical aquifer characterization at the Hanford 300 Area using tracer test data: INVERSION OF TRACER DATA USING MAD Chen, Xingyuan; Murakami, Haruko; Hahn, Melanie S. Water Resources Research, Vol. 48, Issue 6 https://doi.org/10.1029/2011WR010675	journal	June 2012
A blueprint for process-based modeling of uncertain hydrological systems: STOCHASTIC PROCESS-BASED MODELING Montanari, Alberto; Koutsoyiannis, Demetris Water Resources Research, Vol. 48, Issue 9 https://doi.org/10.1029/2011WR011412	journal	September 2012
Rain, rock moisture dynamics, and the rapid response of perched groundwater in weathered, fractured argillite underlying a steep hillslope: MOISTURE DYNAMICS AND GROUNDWATER IN WEATHERED ROCK Salve, Rohit; Rempe, Daniella M.; Dietrich, William E. Water Resources Research, Vol. 48, Issue 11 https://doi.org/10.1029/2012WR012583	journal	November 2012
Regionalization of Groundwater Residence Time Using Metamodeling Starn, J. J.; Belitz, K. Water Resources Research, Vol. 54, Issue 9 https://doi.org/10.1029/2017WR021531	journal	September 2018
Stream Runoff and Nitrate Recovery Times After Forest Disturbance in the USA and Japan Oda, Tomoki; Green, Mark B.; Urakawa, Rieko Water Resources Research, Vol. 54, Issue 9 https://doi.org/10.1029/2017WR021986	journal	September 2018
Could Machine Learning Break the Convection Parameterization Deadlock? Gentine, P.; Pritchard, M.; Rasp, S. Geophysical Research Letters, Vol. 45, Issue 11 https://doi.org/10.1029/2018GL078202	journal	June 2018
Discovering State‐Parameter Mappings in Subsurface Models Using Generative Adversarial Networks Sun, Alexander Y. Geophysical Research Letters, Vol. 45, Issue 20 https://doi.org/10.1029/2018GL080404	journal	October 2018
Investigating Microtopographic and Soil Controls on a Mountainous Meadow Plant Community Using High‐Resolution Remote Sensing and Surface Geophysical Data Falco, Nicola; Wainwright, Haruko; Dafflon, Baptiste Journal of Geophysical Research: Biogeosciences, Vol. 124, Issue 6 https://doi.org/10.1029/2018JG004394	journal	June 2019
Drought Conditions Maximize the Impact of High‐Frequency Flow Variations on Thermal Regimes and Biogeochemical Function in the Hyporheic Zone Song, Xuehang; Chen, Xingyuan; Stegen, James Water Resources Research, Vol. 54, Issue 10 https://doi.org/10.1029/2018WR022586	journal	October 2018
A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists Shen, Chaopeng Water Resources Research, Vol. 54, Issue 11 https://doi.org/10.1029/2018WR022643	journal	November 2018
Revisiting the Basis of Sensitivity Analysis for Dynamical Earth System Models Gupta, Hoshin V.; Razavi, Saman Water Resources Research, Vol. 54, Issue 11 https://doi.org/10.1029/2018WR022668	journal	November 2018
Modeling the Effects of Turbulence on Hyporheic Exchange and Local‐to‐Global Nutrient Processing in Streams Grant, Stanley B.; Gomez‐Velez, Jesus D.; Ghisalberti, Marco Water Resources Research, Vol. 54, Issue 9 https://doi.org/10.1029/2018WR023078	journal	September 2018
Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch? Sun, Alexander Y.; Scanlon, Bridget R.; Zhang, Zizhan Water Resources Research, Vol. 55, Issue 2 https://doi.org/10.1029/2018WR023333	journal	February 2019
ECOSTRESS: NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station Fisher, Joshua B.; Lee, Brian; Purdy, Adam J. Water Resources Research, Vol. 56, Issue 4 https://doi.org/10.1029/2019WR026058	journal	April 2020
Stochastic modeling of macrodispersion for solute transport in a heterogeneous unsaturated porous formation Russo, David Water Resources Research, Vol. 29, Issue 2 https://doi.org/10.1029/92WR01957	journal	February 1993
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
A distributed hydrology-vegetation model for complex terrain Wigmosta, Mark S.; Vail, Lance W.; Lettenmaier, Dennis P. Water Resources Research, Vol. 30, Issue 6 https://doi.org/10.1029/94WR00436	journal	June 1994
Generalized model for N ₂ and N ₂ O production from nitrification and denitrification Parton, W. J.; Mosier, A. R.; Ojima, D. S. Global Biogeochemical Cycles, Vol. 10, Issue 3 https://doi.org/10.1029/96GB01455	journal	September 1996
Multiscaling properties of spatial rainfall and river flow distributions Gupta, Vijay K.; Waymire, Ed Journal of Geophysical Research, Vol. 95, Issue D3 https://doi.org/10.1029/JD095iD03p01999	journal	January 1990
Macropores and water flow in soils Beven, Keith; Germann, Peter Water Resources Research, Vol. 18, Issue 5 https://doi.org/10.1029/WR018i005p01311	journal	October 1982
Stochastic and deterministic assembly processes in subsurface microbial communities Stegen, James C.; Lin, Xueju; Konopka, Allan E. The ISME Journal, Vol. 6, Issue 9 https://doi.org/10.1038/ismej.2012.22	journal	March 2012
Relationships between protein-encoding gene abundance and corresponding process are commonly assumed yet rarely observed Rocca, Jennifer D.; Hall, Edward K.; Lennon, Jay T. The ISME Journal, Vol. 9, Issue 8 https://doi.org/10.1038/ismej.2014.252	journal	December 2014
KBase: The United States Department of Energy Systems Biology Knowledgebase Arkin, Adam P.; Cottingham, Robert W.; Henry, Christopher S. Nature Biotechnology, Vol. 36, Issue 7 https://doi.org/10.1038/nbt.4163	journal	July 2018
Groundwater–surface water mixing shifts ecological assembly processes and stimulates organic carbon turnover Stegen, James C.; Fredrickson, James K.; Wilkins, Michael J. Nature Communications, Vol. 7, Issue 1 https://doi.org/10.1038/ncomms11237	journal	April 2016
Global perturbation of organic carbon cycling by river damming Maavara, Taylor; Lauerwald, Ronny; Regnier, Pierre Nature Communications, Vol. 8, Issue 1 https://doi.org/10.1038/ncomms15347	journal	May 2017
Atmospheric circulation as a source of uncertainty in climate change projections Shepherd, Theodore G. Nature Geoscience, Vol. 7, Issue 10 https://doi.org/10.1038/ngeo2253	journal	September 2014
Thermodynamically controlled preservation of organic carbon in floodplains Boye, Kristin; Noël, Vincent; Tfaily, Malak M. Nature Geoscience, Vol. 10, Issue 6 https://doi.org/10.1038/ngeo2940	journal	May 2017
Effects of agricultural land use on the composition of fluvial dissolved organic matter Wilson, Henry F.; Xenopoulos, Marguerite A. Nature Geoscience, Vol. 2, Issue 1 https://doi.org/10.1038/ngeo391	journal	December 2008
Influences of organic carbon speciation on hyporheic corridor biogeochemistry and microbial ecology Stegen, James C.; Johnson, Tim; Fredrickson, James K. Nature Communications, Vol. 9, Issue 1 https://doi.org/10.1038/s41467-018-02922-9	journal	February 2018
Understanding how microbiomes influence the systems they inhabit Hall, Ed K.; Bernhardt, Emily S.; Bier, Raven L. Nature Microbiology, Vol. 3, Issue 9 https://doi.org/10.1038/s41564-018-0201-z	journal	August 2018
Deep learning and process understanding for data-driven Earth system science Reichstein, Markus; Camps-Valls, Gustau; Stevens, Bjorn Nature, Vol. 566, Issue 7743 https://doi.org/10.1038/s41586-019-0912-1	journal	February 2019
Water sustainability and watershed storage McDonnell, J. J.; Evaristo, J.; Bladon, K. D. Nature Sustainability, Vol. 1, Issue 8 https://doi.org/10.1038/s41893-018-0099-8	journal	August 2018
The FAIR Guiding Principles for scientific data management and stewardship Wilkinson, Mark D.; Dumontier, Michel; Aalbersberg, IJsbrand Jan Scientific Data, Vol. 3, Issue 1 https://doi.org/10.1038/sdata.2016.18	journal	March 2016
Assessing data availability and research reproducibility in hydrology and water resources Stagge, James H.; Rosenberg, David E.; Abdallah, Adel M. Scientific Data, Vol. 6, Issue 1 https://doi.org/10.1038/sdata.2019.30	journal	February 2019
Coupled biogeochemical and hydrological responses of streams and rivers to drought: Drought stream biogeochemistry and hydrology Dahm, Clifford N.; Baker, Michelle A.; Moore, Douglas I. Freshwater Biology, Vol. 48, Issue 7 https://doi.org/10.1046/j.1365-2427.2003.01082.x	journal	June 2003
ANSWERS-2000: Runoff and Sediment Transport Model Bouraoui, Faycal; Dillaha, Theo A. Journal of Environmental Engineering, Vol. 122, Issue 6 https://doi.org/10.1061/(ASCE)0733-9372(1996)122:6(493)	journal	June 1996
Artificial Neural Networks in Hydrology. II: Hydrologic Applications No authors listed Journal of Hydrologic Engineering, Vol. 5, Issue 2, p. 124-137 https://doi.org/10.1061/(ASCE)1084-0699(2000)5:2(124)	journal	April 2000
Water Resources Systems Analysis: A Bright Past and a Challenging but Promising Future Rosenberg, David E.; Madani, Kaveh Journal of Water Resources Planning and Management, Vol. 140, Issue 4 https://doi.org/10.1061/(ASCE)WR.1943-5452.0000414	journal	April 2014
Runoff Synthesis Using Landsat and SCS Model Ragan, Robert M.; Jackson, Thomas J. Journal of the Hydraulics Division, Vol. 106, Issue 5 https://doi.org/10.1061/JYCEAJ.0005416	journal	May 1980
Physical Theory for Capillary Flow Phenomena Miller, E. E.; Miller, R. D. Journal of Applied Physics, Vol. 27, Issue 4 https://doi.org/10.1063/1.1722370	journal	April 1956
Capillary Conduction of Liquids Through Porous Mediums Richards, L. A. Physics, Vol. 1, Issue 5 https://doi.org/10.1063/1.1745010	journal	November 1931
Fractal River Basins: Chance and Self‐Organization Rodriguez‐Iturbe, Ignacio; Rinaldo, Andrea; Levy, Ohad Physics Today, Vol. 51, Issue 7 https://doi.org/10.1063/1.882305	journal	July 1998
On the fate of anthropogenic nitrogen Schlesinger, W. H. Proceedings of the National Academy of Sciences, Vol. 106, Issue 1 https://doi.org/10.1073/pnas.0810193105	journal	December 2008
Isotopic signals of summer denitrification in a northern hardwood forested catchment Wexler, Sarah K.; Goodale, Christine L.; McGuire, Kevin J. Proceedings of the National Academy of Sciences, Vol. 111, Issue 46 https://doi.org/10.1073/pnas.1404321111	journal	November 2014
Isotopic overprinting of nitrification on denitrification as a ubiquitous and unifying feature of environmental nitrogen cycling Granger, Julie; Wankel, Scott D. Proceedings of the National Academy of Sciences, Vol. 113, Issue 42 https://doi.org/10.1073/pnas.1601383113	journal	October 2016
Dynamic process connectivity explains ecohydrologic responses to rainfall pulses and drought Goodwell, Allison E.; Kumar, Praveen; Fellows, Aaron W. Proceedings of the National Academy of Sciences, Vol. 115, Issue 37 https://doi.org/10.1073/pnas.1800236115	journal	August 2018
Scaling net primary production to a MODIS footprint in support of Earth observing system product validation Turner, D. P.; Ollinger, S.; Smith, M. -l. International Journal of Remote Sensing, Vol. 25, Issue 10 https://doi.org/10.1080/0143116031000150013	journal	May 2004
A physically based, variable contributing area model of basin hydrology / Un modèle à base physique de zone d'appel variable de l'hydrologie du bassin versant Beven, K. J.; Kirkby, M. J. Hydrological Sciences Bulletin, Vol. 24, Issue 1 https://doi.org/10.1080/02626667909491834	journal	March 1979
Remote sensing applications to hydrology: introduction Ritchie, J. C.; Rango, A. Hydrological Sciences Journal, Vol. 41, Issue 4 https://doi.org/10.1080/02626669609491518	journal	August 1996
An artificial neural network approach to rainfall-runoff modelling Dawson, Christian W.; Wilby, Robert Hydrological Sciences Journal, Vol. 43, Issue 1 https://doi.org/10.1080/02626669809492102	journal	February 1998
Addressing the urban stream disturbance regime Hawley, R. J.; Vietz, G. J. Freshwater Science, Vol. 35, Issue 1 https://doi.org/10.1086/684647	journal	March 2016
Mid- and long-term effects of wildfire and debris flows on stream ecosystem metabolism Tuckett, Quenton M.; Koetsier, Peter Freshwater Science, Vol. 35, Issue 2 https://doi.org/10.1086/686151	journal	June 2016
KEGG: Kyoto Encyclopedia of Genes and Genomes Kanehisa, Minoru; Goto, Susumu Nucleic Acids Research, Vol. 28, Issue 1, p. 27-30 https://doi.org/10.1093/nar/28.1.27	journal	January 2000
MetaCyc: a multiorganism database of metabolic pathways and enzymes Caspi, R. Nucleic Acids Research, Vol. 34, Issue 90001 https://doi.org/10.1093/nar/gkj128	journal	January 2006
Coupled equations for mass and momentum balance in a stream network: theoretical derivation and computational experiments Reggiani, Paolo; Sivapalan, Murugesu; Hassanizadeh, S. M. Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, Vol. 457, Issue 2005 https://doi.org/10.1098/rspa.2000.0661	journal	January 2001
Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission Kerr, Y. H.; Waldteufel, P.; Wigneron, J. -P. IEEE Transactions on Geoscience and Remote Sensing, Vol. 39, Issue 8 https://doi.org/10.1109/36.942551	journal	January 2001
The Surface Water and Ocean Topography Mission: Observing Terrestrial Surface Water and Oceanic Submesoscale Eddies Durand, Michael; Fu, Lee-Lueng; Lettenmaier, Dennis P. Proceedings of the IEEE, Vol. 98, Issue 5 https://doi.org/10.1109/JPROC.2010.2043031	journal	May 2010
The Soil Moisture Active Passive (SMAP) Mission Entekhabi, Dara; Njoku, Eni G.; O'Neill, Peggy E. Proceedings of the IEEE, Vol. 98, Issue 5 https://doi.org/10.1109/JPROC.2010.2043918	journal	May 2010
Spatial Downscaling of SMAP Soil Moisture Using MODIS Land Surface Temperature and NDVI During SMAPVEX15 Colliander, Andreas; Fisher, Joshua B.; Halverson, Gregory IEEE Geoscience and Remote Sensing Letters, Vol. 14, Issue 11 https://doi.org/10.1109/LGRS.2017.2753203	journal	November 2017
A progressive morphological filter for removing nonground measurements from airborne LIDAR data No authors listed IEEE Transactions on Geoscience and Remote Sensing, Vol. 41, Issue 4 https://doi.org/10.1109/TGRS.2003.810682	journal	April 2003
Bacterial diversity along a 2600 km river continuum: River bacterioplankton diversity Savio, Domenico; Sinclair, Lucas; Ijaz, Umer Z. Environmental Microbiology, Vol. 17, Issue 12 https://doi.org/10.1111/1462-2920.12886	journal	June 2015
HydroShare: Sharing Diverse Environmental Data Types and Models as Social Objects with Application to the Hydrology Domain Horsburgh, Jeffery S.; Morsy, Mohamed M.; Castronova, Anthony M. JAWRA Journal of the American Water Resources Association, Vol. 52, Issue 4 https://doi.org/10.1111/1752-1688.12363	journal	October 2015
Open Water Data in Space and Time Maidment, David R. JAWRA Journal of the American Water Resources Association, Vol. 52, Issue 4 https://doi.org/10.1111/1752-1688.12436	journal	July 2016
Featured Collection Introduction: Open Water Data Initiative Bales, Jerad JAWRA Journal of the American Water Resources Association, Vol. 52, Issue 4 https://doi.org/10.1111/1752-1688.12439	journal	August 2016
Big Data, Computing, and Water Resources Hazards Uddameri, Venkatesh JAWRA Journal of the American Water Resources Association, Vol. 54, Issue 4 https://doi.org/10.1111/1752-1688.12663	journal	June 2018
How Hydrologic Connectivity Regulates Water Quality in River Corridors Harvey, Jud; Gomez‐Velez, Jesus; Schmadel, Noah JAWRA Journal of the American Water Resources Association, Vol. 55, Issue 2 https://doi.org/10.1111/1752-1688.12691	journal	October 2018
Riverine invertebrate assemblages are degraded more by catchment urbanisation than by riparian deforestation Walsh, Christopher J.; Waller, Kylie A.; Gehling, Janelle Freshwater Biology, Vol. 52, Issue 3 https://doi.org/10.1111/j.1365-2427.2006.01706.x	journal	March 2007
Managing the impacts of nutrient enrichment on river systems: dealing with complex uncertainties in risk analyses: Uncertainties in river nutrient risk analyses Page, T.; Heathwaite, A. L.; Moss, B. Freshwater Biology, Vol. 57 https://doi.org/10.1111/j.1365-2427.2012.02756.x	journal	March 2012
Assembly history dictates ecosystem functioning: evidence from wood decomposer communities: Carbon dynamics and fungal community assembly Fukami, Tadashi; Dickie, Ian A.; Paula Wilkie, J. Ecology Letters, Vol. 13, Issue 6 https://doi.org/10.1111/j.1461-0248.2010.01465.x	journal	April 2010
Catchment Classification and Hydrologic Similarity Wagener, Thorsten; Sivapalan, Murugesu; Troch, Peter Geography Compass, Vol. 1, Issue 4 https://doi.org/10.1111/j.1749-8198.2007.00039.x	journal	July 2007
Nationwide Assessment of Urban Runoff Impact on Receiving Water Quality Heaney, James P.; Huber, Wayne C. Journal of the American Water Resources Association, Vol. 20, Issue 1 https://doi.org/10.1111/j.1752-1688.1984.tb04639.x	journal	February 1984
Large area Hydrologic Modeling and Assessment part i: Model Development Arnold, J. G.; Srinivasan, R.; Muttiah, R. S. Journal of the American Water Resources Association, Vol. 34, Issue 1 https://doi.org/10.1111/j.1752-1688.1998.tb05961.x	journal	February 1998
Hydrologic Connectivity and the Contribution of Stream Headwaters to Ecological Integrity at Regional Scales1: Hydrologic Connectivity and the Contribution of Stream Headwaters to Ecological Integrity at Regional Scales Freeman, Mary C.; Pringle, Catherine M.; Jackson, C. Rhett JAWRA Journal of the American Water Resources Association, Vol. 43, Issue 1 https://doi.org/10.1111/j.1752-1688.2007.00002.x	journal	January 2007
Scaling in Surface Hydrology: Progress and Challenges Gentine, Pierre; Troy, Tara J.; Lintner, Benjamin R. Journal of Contemporary Water Research & Education, Vol. 147, Issue 1 https://doi.org/10.1111/j.1936-704X.2012.03105.x	journal	March 2012
Connections between groundwater flow and transpiration partitioning Maxwell, R. M.; Condon, L. E. Science, Vol. 353, Issue 6297 https://doi.org/10.1126/science.aaf7891	journal	July 2016
Hydrologic and geomorphic controls on suspended particulate organic matter concentration and transport in Ichawaynochaway Creek, Georgia, USA [Hydrologic and geomorphic controls on suspended particulate organic matter concentration and transport in Ichawaynochaway Creek, Georgia, USA] Golladay, Stephen W.; Watt, Kevin; Entrekin, Sally Fundamental and Applied Limnology, Vol. 149, Issue 4 https://doi.org/10.1127/archiv-hydrobiol/149/2000/655	journal	November 2000
A New Rate Law Describing Microbial Respiration Jin, Q.; Bethke, C. M. Applied and Environmental Microbiology, Vol. 69, Issue 4 https://doi.org/10.1128/AEM.69.4.2340-2348.2003	journal	April 2003
Patterns and Processes of Microbial Community Assembly Nemergut, D. R.; Schmidt, S. K.; Fukami, T. Microbiology and Molecular Biology Reviews, Vol. 77, Issue 3 https://doi.org/10.1128/MMBR.00051-12	journal	September 2013
Stable nitrogen isotopes as indicators of anthropogenic activities in small freshwater systems Lake, James L.; McKinney, Richard A.; Osterman, Frank A. Canadian Journal of Fisheries and Aquatic Sciences, Vol. 58, Issue 5 https://doi.org/10.1139/f01-038	journal	May 2001
Using stable isotopes to monitor watershed influences on aquatic trophodynamics Fry, Brian Canadian Journal of Fisheries and Aquatic Sciences, Vol. 56, Issue 11 https://doi.org/10.1139/f99-152	journal	November 1999
Scaling of Soil Moisture: A Hydrologic Perspective Western, Andrew W.; Grayson, Rodger B.; Blöschl, Günter Annual Review of Earth and Planetary Sciences, Vol. 30, Issue 1 https://doi.org/10.1146/annurev.earth.30.091201.140434	journal	May 2002
The Functional Significance of the Hyporheic zone in Streams and Rivers Boulton, Andrew J.; Findlay, Stuart; Marmonier, Pierre Annual Review of Ecology and Systematics, Vol. 29, Issue 1 https://doi.org/10.1146/annurev.ecolsys.29.1.59	journal	November 1998
Streams in the Urban Landscape Paul, Michael J.; Meyer, Judy L. Annual Review of Ecology and Systematics, Vol. 32, Issue 1 https://doi.org/10.1146/annurev.ecolsys.32.081501.114040	journal	November 2001
Interactions Between Biogeochemistry and Hydrologic Systems Lohse, Kathleen A.; Brooks, Paul D.; McIntosh, Jennifer C. Annual Review of Environment and Resources, Vol. 34, Issue 1 https://doi.org/10.1146/annurev.environ.33.031207.111141	journal	November 2009
RHESSys: Regional Hydro-Ecologic Simulation System—An Object-Oriented Approach to Spatially Distributed Modeling of Carbon, Water, and Nutrient Cycling Tague, C. L.; Band, L. E. Earth Interactions, Vol. 8, Issue 19 https://doi.org/10.1175/1087-3562(2004)8<1:RRHSSO>2.0.CO;2	journal	December 2004
The Tropical Rainfall Measuring Mission (TRMM) Sensor Package Kummerow, Christian; Barnes, William; Kozu, Toshiaki Journal of Atmospheric and Oceanic Technology, Vol. 15, Issue 3 https://doi.org/10.1175/1520-0426(1998)015<0809:TTRMMT>2.0.CO;2	journal	June 1998
FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities Baldocchi, Dennis; Falge, Eva; Gu, Lianhong Bulletin of the American Meteorological Society, Vol. 82, Issue 11 https://doi.org/10.1175/1520-0477(2001)082<2415:FANTTS>2.3.CO;2	journal	November 2001
A Brief History of Hydrology* Bras, Rafael L. Bulletin of the American Meteorological Society, Vol. 80, Issue 6 https://doi.org/10.1175/1520-0477-80.6.1151	journal	June 1999
THE CLOUDSAT MISSION AND THE A-TRAIN: A New Dimension of Space-Based Observations of Clouds and Precipitation Stephens, Graeme L.; Vane, Deborah G.; Boain, Ronald J. Bulletin of the American Meteorological Society, Vol. 83, Issue 12 https://doi.org/10.1175/BAMS-83-12-1771	journal	December 2002
Development of a Coupled Land Surface Hydrologic Model and Evaluation at a Critical Zone Observatory Shi, Yuning; Davis, Kenneth J.; Duffy, Christopher J. Journal of Hydrometeorology, Vol. 14, Issue 5 https://doi.org/10.1175/JHM-D-12-0145.1	journal	October 2013
How Does Availability of Meteorological Forcing Data Impact Physically Based Snowpack Simulations? Raleigh, Mark S.; Livneh, Ben; Lapo, Karl Journal of Hydrometeorology, Vol. 17, Issue 1 https://doi.org/10.1175/JHM-D-14-0235.1	journal	January 2016
Benchmarking NLDAS-2 Soil Moisture and Evapotranspiration to Separate Uncertainty Contributions Nearing, Grey S.; Mocko, David M.; Peters-Lidard, Christa D. Journal of Hydrometeorology, Vol. 17, Issue 3 https://doi.org/10.1175/JHM-D-15-0063.1	journal	March 2016
Spatial Characterization of Flood Magnitudes over the Drainage Network of the Delaware River Basin Lu, Ping; Smith, James A.; Lin, Ning Journal of Hydrometeorology, Vol. 18, Issue 4 https://doi.org/10.1175/JHM-D-16-0071.1	journal	March 2017
Benchmarking and Process Diagnostics of Land Models Nearing, Grey S.; Ruddell, Benjamin L.; Clark, Martyn P. Journal of Hydrometeorology, Vol. 19, Issue 11 https://doi.org/10.1175/JHM-D-17-0209.1	journal	November 2018
Hydrological modelling using artificial neural networks Dawson, C. W.; Wilby, R. L. Progress in Physical Geography: Earth and Environment, Vol. 25, Issue 1 https://doi.org/10.1177/030913330102500104	journal	March 2001
BiGG: a Biochemical Genetic and Genomic knowledgebase of large scale metabolic reconstructions Schellenberger, Jan; Park, Junyoung O.; Conrad, Tom M. BMC Bioinformatics, Vol. 11, Issue 1 https://doi.org/10.1186/1471-2105-11-213	journal	January 2010
Linking hydrology and biogeochemistry in complex landscapes Burt, T. P.; Pinay, G. Progress in Physical Geography: Earth and Environment, Vol. 29, Issue 3 https://doi.org/10.1191/0309133305pp450ra	journal	September 2005
The Soil and Water Assessment Tool: Historical Development, Applications, and Future Research Directions No authors listed Transactions of the ASABE, Vol. 50, Issue 4 https://doi.org/10.13031/2013.23637	journal	January 2007
WARMF: Model Use, Calibration, and Validation No authors listed Transactions of the ASABE, Vol. 55, Issue 4 https://doi.org/10.13031/2013.42249	journal	January 2012
Distinct Optical Chemistry of Dissolved Organic Matter in Urban Pond Ecosystems McEnroe, Nicola A.; Williams, Clayton J.; Xenopoulos, Marguerite A. PLoS ONE, Vol. 8, Issue 11 https://doi.org/10.1371/journal.pone.0080334	journal	November 2013
The Regional Hydrologic Extremes Assessment System: A software framework for hydrologic modeling and data assimilation Andreadis, Konstantinos M.; Das, Narendra; Stampoulis, Dimitrios PLOS ONE, Vol. 12, Issue 5 https://doi.org/10.1371/journal.pone.0176506	journal	May 2017
A review of hydrological/water-quality models Gao, Liangliang; Li, Daoliang Frontiers of Agricultural Science and Engineering, Vol. 1, Issue 4 https://doi.org/10.15302/J-FASE-2014041	journal	January 2014
Spatial Heterogeneity of Stream Water Nutrient Concentrations over Successional time Dent, C. Lisa; Grimm, Nancy B. Ecology, Vol. 80, Issue 7 https://doi.org/10.1890/0012-9658(1999)080[2283:SHOSWN]2.0.CO;2	journal	October 1999
Hydrological and biogeochemical controls on watershed dissolved organic matter transport: pulse-shunt concept Raymond, Peter A.; Saiers, James E.; Sobczak, William V. Ecology, Vol. 97, Issue 1 https://doi.org/10.1890/14-1684.1	journal	January 2016
Dynamic interactions of ecohydrological and biogeochemical processes in water-limited systems Wang, Lixin; Manzoni, Stefano; Ravi, Sujith Ecosphere, Vol. 6, Issue 8 https://doi.org/10.1890/ES15-00122.1	journal	August 2015
N retention and transformation in urban streams Grimm, Nancy B.; Sheibley, Richard W.; Crenshaw, Chelsea L. Journal of the North American Benthological Society, Vol. 24, Issue 3 https://doi.org/10.1899/04-027.1	journal	September 2005
The urban stream syndrome: current knowledge and the search for a cure Walsh, Christopher J.; Roy, Allison H.; Feminella, Jack W. Journal of the North American Benthological Society, Vol. 24, Issue 3 https://doi.org/10.1899/04-028.1	journal	September 2005
Stream discharge and floodplain connections affect seston quality and stable isotopic signatures in a coastal plain stream Atkinson, Carla L.; Golladay, Stephen W.; Opsahl, Stephen P. Journal of the North American Benthological Society, Vol. 28, Issue 2 https://doi.org/10.1899/08-102.1	journal	June 2009
Spatial and temporal variation in the ecological stoichiometry of aquatic organisms in an urban catchment Tsoi, Wing Y.; Hadwen, Wade L.; Fellows, Christine S. Journal of the North American Benthological Society, Vol. 30, Issue 2 https://doi.org/10.1899/10-085.1	journal	June 2011
The East River, Colorado, Watershed: A Mountainous Community Testbed for Improving Predictive Understanding of Multiscale Hydrological–Biogeochemical Dynamics Hubbard, Susan S.; Williams, Kenneth Hurst; Agarwal, Deb Vadose Zone Journal, Vol. 17, Issue 1 https://doi.org/10.2136/vzj2018.03.0061	journal	January 2018
Urban water management in cities: historical, current and future regimes Brown, R. R.; Keath, N.; Wong, T. H. F. Water Science and Technology, Vol. 59, Issue 5 https://doi.org/10.2166/wst.2009.029	journal	March 2009
Watershed Modeling and its Applications: A State-of-the-Art Review Daniel, Edsel B. The Open Hydrology Journal, Vol. 5, Issue 1 https://doi.org/10.2174/1874378101105010026	journal	April 2011
Consequences of Fluctuating Discharge for Lotic Communities Blinn, W.; Shannon, Joseph P.; Stevens, Lawrence E. Journal of the North American Benthological Society, Vol. 14, Issue 2 https://doi.org/10.2307/1467776	journal	June 1995
Process Studies in Hillslope Hydrology Jones, Anthony; Anderson, M. G.; Burt, T. P. Transactions of the Institute of British Geographers, Vol. 18, Issue 2 https://doi.org/10.2307/622370	journal	January 1993
Discerning Microbially Mediated Processes During Redox Transitions in Flooded Soils Using Carbon and Energy Balances Boye, Kristin; Herrmann, Anke M.; Schaefer, Michael V. Frontiers in Environmental Science, Vol. 6 https://doi.org/10.3389/fenvs.2018.00015	journal	May 2018
Microbes as Engines of Ecosystem Function: When Does Community Structure Enhance Predictions of Ecosystem Processes? Graham, Emily B.; Knelman, Joseph E.; Schindlbacher, Andreas Frontiers in Microbiology, Vol. 7 https://doi.org/10.3389/fmicb.2016.00214	journal	February 2016
Bacterial Biogeography across the Amazon River-Ocean Continuum Doherty, Mary; Yager, Patricia L.; Moran, Mary Ann Frontiers in Microbiology, Vol. 8 https://doi.org/10.3389/fmicb.2017.00882	journal	May 2017
Effects of Urbanization on Rural Drinking Water Quality in Beijing, China Zhang, Lan; Gao, Shenghua; Wei, Binggan Sustainability, Vol. 9, Issue 4 https://doi.org/10.3390/su9040461	journal	March 2017
Watershed Hydrology: Scientific Advances and Environmental Assessments Yu, Xuan; Duffy, Christopher Water, Vol. 10, Issue 3 https://doi.org/10.3390/w10030288	journal	March 2018
Quantifying the Performances of the Semi-Distributed Hydrologic Model in Parallel Computing—A Case Study Kim, JungJin; Ryu, Jae Water, Vol. 11, Issue 4 https://doi.org/10.3390/w11040823	journal	April 2019
Synchrony and seasonality in bacterioplankton communities of two temperate rivers Crump, Byron C.; Hobbie, John E. Limnology and Oceanography, Vol. 50, Issue 6 https://doi.org/10.4319/lo.2005.50.6.1718	journal	November 2005
Unraveling the role of land use and microbial activity in shaping dissolved organic matter characteristics in stream ecosystems Williams, Clayton J.; Yamashita, Youhei; Wilson, Henry F. Limnology and Oceanography, Vol. 55, Issue 3 https://doi.org/10.4319/lo.2010.55.3.1159	journal	March 2010
Biogeochemical cycling at the aquatic–terrestrial interface is linked to parafluvial hyporheic zone inundation history Goldman, Amy E.; Graham, Emily B.; Crump, Alex R. Biogeosciences, Vol. 14, Issue 18 https://doi.org/10.5194/bg-14-4229-2017	journal	January 2017
Coupling a three-dimensional subsurface flow and transport model with a land surface model to simulate stream–aquifer–land interactions (CP v1.0) Bisht, Gautam; Huang, Maoyi; Zhou, Tian Geoscientific Model Development, Vol. 10, Issue 12 https://doi.org/10.5194/gmd-10-4539-2017	journal	January 2017
The Variable Infiltration Capacity model version 5 (VIC-5): infrastructure improvements for new applications and reproducibility Hamman, Joseph J.; Nijssen, Bart; Bohn, Theodore J. Geoscientific Model Development, Vol. 11, Issue 8 https://doi.org/10.5194/gmd-11-3481-2018	journal	January 2018
A high-resolution simulation of groundwater and surface water over most of the continental US with the integrated hydrologic model ParFlow v3 Maxwell, R. M.; Condon, L. E.; Kollet, S. J. Geoscientific Model Development, Vol. 8, Issue 3 https://doi.org/10.5194/gmd-8-923-2015	journal	January 2015
Searching for the Holy Grail of scientific hydrology: Q_t=(S, R, Δt)A as closure Beven, K. Hydrology and Earth System Sciences, Vol. 10, Issue 5 https://doi.org/10.5194/hess-10-609-2006	journal	January 2006
Rainfall threshold for hillslope outflow: an emergent property of flow pathway connectivity Lehmann, P.; Hinz, C.; McGrath, G. Hydrology and Earth System Sciences, Vol. 11, Issue 2 https://doi.org/10.5194/hess-11-1047-2007	journal	January 2007
Exploring the impact of forcing error characteristics on physically based snow simulations within a global sensitivity analysis framework Raleigh, M. S.; Lundquist, J. D.; Clark, M. P. Hydrology and Earth System Sciences, Vol. 19, Issue 7 https://doi.org/10.5194/hess-19-3153-2015	journal	January 2015
HESS Opinions: Repeatable research: what hydrologists can learn from the Duke cancer research scandal Fienen, Michael N.; Bakker, Mark Hydrology and Earth System Sciences, Vol. 20, Issue 9 https://doi.org/10.5194/hess-20-3739-2016	journal	January 2016

Similar Records

Subsurface Biogeochemical Research: Watershed System Science for Energy

Program Document · Wed Apr 01 00:00:00 EDT 2020 · OSTI ID:1616710

Lawrence Livermore National Laboratory Surface Water Protection: A Watershed Approach

Technical Report · Mon Mar 16 00:00:00 EDT 2009 · OSTI ID:951682

Editorial: Hydrology, ecology, and nutrient biogeochemistry at the terrestrial-aquatic interface

Journal Article · Wed Nov 01 20:00:00 EDT 2023 · Frontiers in Environmental Science · OSTI ID:2204504

Related Subjects

13 HYDRO ENERGY
Bayesian networks
data assimilation
extreme events
hydrologic modeling
watershed science

Integrating field observations and process-based modeling to predict watershed water quality under environmental perturbations

Citation Formats

References (294)

Similar Records

Related Subjects