Year |
Citation |
Score |
2023 |
Gauch M, Kratzert F, Gilon O, Gupta H, Mai J, Nearing G, Tolson B, Hochreiter S, Klotz D. In Defense of Metrics: Metrics Sufficiently Encode Typical Human Preferences Regarding Hydrological Model Performance. Water Resources Research. 59: e2022WR033918. PMID 38440056 DOI: 10.1029/2022WR033918 |
0.557 |
|
2020 |
Qiu J, Crow WT, Dong J, Nearing GS. Model representation of the coupling between evapotranspiration and soil water content at different depths Hydrology and Earth System Sciences. 24: 581-594. DOI: 10.5194/Hess-24-581-2020 |
0.441 |
|
2020 |
Kratzert F, Klotz D, Hochreiter S, Nearing GS. A note on leveraging synergy in multiple meteorological datasets with deep learning for rainfall-runoff modeling Hydrology and Earth System Sciences Discussions. 1-26. DOI: 10.5194/Hess-2020-221 |
0.343 |
|
2020 |
Nearing GS, Ruddell BL, Bennett AR, Prieto C, Gupta HV. Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing Water Resources Research. 56. DOI: 10.1029/2019Wr024918 |
0.539 |
|
2019 |
Yatheendradas S, Kirschbaum D, Nearing G, Vrugt JA, Baum RL, Wooten R, Lu N, Godt JW. Bayesian analysis of the impact of rainfall data product on simulated slope failure for North Carolina locations. Computational Geosciences. 23: 495-522. PMID 33505211 DOI: 10.1007/S10596-018-9804-Y |
0.74 |
|
2019 |
Kratzert F, Klotz D, Shalev G, Klambauer G, Hochreiter S, Nearing G. Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets Hydrology and Earth System Sciences. 23: 5089-5110. DOI: 10.5194/Hess-23-5089-2019 |
0.395 |
|
2019 |
Kratzert F, Klotz D, Shalev G, Klambauer G, Hochreiter S, Nearing G. Benchmarking a Catchment-Aware Long Short-Term Memory Network (LSTM) for Large-Scale Hydrological Modeling. Hydrology and Earth System Sciences Discussions. 1-32. DOI: 10.5194/Hess-2019-368 |
0.421 |
|
2019 |
Qiu J, Crow WT, Dong J, Nearing GS. Land Surface Model Representation of the Mutual Information Context between Multi-Layer Soil Moisture and Evapotranspiration Hydrology and Earth System Sciences Discussions. 1-20. DOI: 10.5194/Hess-2019-282 |
0.458 |
|
2019 |
Bennett A, Nijssen B, Ou G, Clark M, Nearing G. Quantifying Process Connectivity With Transfer Entropy in Hydrologic Models Water Resources Research. 55: 4613-4629. DOI: 10.1029/2018Wr024555 |
0.337 |
|
2018 |
Nearing G, Yatheendradas S, Crow W, Zhan X, Liu J, Chen F. The Efficiency of Data Assimilation. Water Resources Research. 54: 6374-6392. PMID 30573928 DOI: 10.1029/2017Wr020991 |
0.744 |
|
2018 |
Nearing GS, Ruddell BL, Clark MP, Nijssen B, Peters-Lidard C. Benchmarking and Process Diagnostics of Land Models Journal of Hydrometeorology. 19: 1835-1852. DOI: 10.1175/Jhm-D-17-0209.1 |
0.497 |
|
2018 |
Arsenault KR, Nearing GS, Wang S, Yatheendradas S, Peters-Lidard CD. Parameter Sensitivity of the Noah-MP Land Surface Model with Dynamic Vegetation Journal of Hydrometeorology. 19: 815-830. DOI: 10.1175/Jhm-D-17-0205.1 |
0.727 |
|
2018 |
Addor N, Nearing G, Prieto C, Newman AJ, Vine NL, Clark MP. A Ranking of Hydrological Signatures Based on Their Predictability in Space Water Resources Research. 54: 8792-8812. DOI: 10.1029/2018Wr022606 |
0.455 |
|
2018 |
Prieto C, Ehret U, Nearing G. Using Information Theory in Earth Sciences Eos. 99. DOI: 10.1029/2018Eo107389 |
0.334 |
|
2018 |
Nearing GS, Gupta HV. Ensembles vs. information theory: supporting science under uncertainty Frontiers in Earth Science. 12: 653-660. DOI: 10.1007/S11707-018-0709-9 |
0.638 |
|
2017 |
Newman AJ, Mizukami N, Clark MP, Wood AW, Nijssen B, Nearing G. Benchmarking of a Physically Based Hydrologic Model Journal of Hydrometeorology. 18: 2215-2225. DOI: 10.1175/Jhm-D-16-0284.1 |
0.458 |
|
2017 |
Nearing GS, Yatheendradas S, Crow WT, Bosch DD, Cosh MH, Goodrich DC, Seyfried MS, Starks PJ. Nonparametric triple collocation Water Resources Research. 53: 5516-5530. DOI: 10.1002/2017Wr020359 |
0.723 |
|
2016 |
Nearing GS, Mocko DM, Peters-Lidard CD, Kumar SV, Xia Y. Benchmarking NLDAS-2 Soil Moisture and Evapotranspiration to Separate Uncertainty Contributions. Journal of Hydrometeorology. 17: 745-759. PMID 29697706 DOI: 10.1175/Jhm-D-15-0063.1 |
0.548 |
|
2016 |
Haughton N, Abramowitz G, Pitman AJ, Or D, Best MJ, Johnson HR, Balsamo G, Boone A, Cuntz M, Decharme B, Dirmeyer PA, Dong J, Ek M, Guo Z, Haverd V, ... ... Nearing GS, et al. The plumbing of land surface models: is poor performance a result of methodology or data quality? Journal of Hydrometeorology. 17: 1705-1723. PMID 29630073 DOI: 10.1175/Jhm-D-15-0171.1 |
0.417 |
|
2016 |
Tian Y, Nearing GS, Peters-Lidard CD, Harrison KW, Tang L. Performance metrics, error modeling, and uncertainty quantification Monthly Weather Review. 144: 607-613. DOI: 10.1175/Mwr-D-15-0087.1 |
0.382 |
|
2016 |
Qiu J, Crow WT, Nearing GS. The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation Journal of Hydrometeorology. 17: 2419-2430. DOI: 10.1175/Jhm-D-16-0044.1 |
0.443 |
|
2016 |
Haughton N, Abramowitz G, Pitman AJ, Or D, Best MJ, Johnson HR, Balsamo G, Boone A, Cuntz M, Decharme B, Dirmeyer PA, Dong J, Ek M, Guo Z, Haverd V, ... ... Nearing GS, et al. The plumbing of land surface models: Is poor performance a result of methodology or data quality? Journal of Hydrometeorology. 17: 1705-1723. DOI: 10.1175/JHM-D-15-0171.1 |
0.313 |
|
2016 |
Nearing GS, Tian Y, Gupta HV, Clark MP, Harrison KW, Weijs SV. A philosophical basis for hydrological uncertainty Hydrological Sciences Journal. 61: 1666-1678. DOI: 10.1080/02626667.2016.1183009 |
0.578 |
|
2015 |
Kumar SV, Peters-Lidard CD, Santanello JA, Reichle RH, Draper CS, Koster RD, Nearing G, Jasinski MF. Evaluating the utility of satellite soil moisture retrievals over irrigated areas and the ability of land data assimilation methods to correct for unmodeled processes Hydrology and Earth System Sciences. 19: 4463-4478. DOI: 10.5194/Hess-19-4463-2015 |
0.477 |
|
2015 |
Best MJ, Abramowitz G, Johnson HR, Pitman AJ, Balsamo G, Boone A, Cuntz M, Decharme B, Dirmeyer PA, Dong J, Ek M, Guo Z, Haverd V, van Den Hurk BJJ, Nearing GS, et al. The plumbing of land surface models: Benchmarking model performance Journal of Hydrometeorology. 16: 1425-1442. DOI: 10.1175/Jhm-D-14-0158.1 |
0.44 |
|
2015 |
Nearing GS, Gupta HV. The quantity and quality of information in hydrologic models Water Resources Research. DOI: 10.1002/2014Wr015895 |
0.629 |
|
2014 |
Gong W, Yang D, Gupta HV, Nearing G. Estimating information entropy for hydrological data: One-dimensional case Water Resources Research. 50: 5003-5018. DOI: 10.1002/2014Wr015874 |
0.625 |
|
2014 |
Qiu J, Crow WT, Nearing GS, Mo X, Liu S. The impact of vertical measurement depth on the information content of soil moisture times series data Geophysical Research Letters. 41: 4997-5004. DOI: 10.1002/2014Gl060017 |
0.457 |
|
2014 |
Gupta HV, Nearing GS. Debates - The future of hydrological sciences: A (common) path forward? Using models and data to learn: A systems theoretic perspective on the future of hydrological science Water Resources Research. 50: 5351-5359. DOI: 10.1002/2013Wr015096 |
0.56 |
|
2014 |
Nearing G. Comment on “A blueprint for process-based modeling of uncertain hydrological systems” by Alberto Montanari and Demetris Koutsoyiannis Water Resources Research. 50: 6260-6263. DOI: 10.1002/2013Wr014812 |
0.373 |
|
2013 |
Nearing GS, Gupta HV, Crow WT. Information loss in approximately Bayesian estimation techniques: A comparison of generative and discriminative approaches to estimating agricultural productivity Journal of Hydrology. 507: 163-173. DOI: 10.1016/J.Jhydrol.2013.10.029 |
0.636 |
|
2013 |
Nearing GS, Tuller M, Jones SB, Heinse R, Meding MS. Electromagnetic induction for mapping textural contrasts of mine tailing deposits Journal of Applied Geophysics. 89: 11-20. DOI: 10.1016/J.Jappgeo.2012.11.005 |
0.359 |
|
2013 |
Nearing GS, Gupta HV, Crow WT, Gong W. An approach to quantifying the efficiency of a Bayesian filter Water Resources Research. 49: 2164-2173. DOI: 10.1002/Wrcr.20177 |
0.663 |
|
2012 |
Nearing GS, Crow WT, Thorp KR, Moran MS, Reichle RH, Gupta HV. Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment Water Resources Research. 48. DOI: 10.1029/2011Wr011420 |
0.661 |
|
2012 |
Nearing GS, Moran MS, Scott RL, Ponce-Campos G. Coupling diffusion and maximum entropy models to estimate thermal inertia Remote Sensing of Environment. 119: 222-231. DOI: 10.1016/J.Rse.2011.12.012 |
0.435 |
|
2010 |
Moran MS, Hamerlynck EP, Scott RL, Stone JJ, Holifield Collins CD, Keefer TO, Bryant R, DeYoung L, Nearing GS, Sugg Z, Hymer DC. Hydrologic response to precipitation pulses under and between shrubs in the Chihuahuan Desert, Arizona Water Resources Research. 46. DOI: 10.1029/2009Wr008842 |
0.406 |
|
2010 |
Nearing GS, Moran MS, Thorp KR, Collins CDH, Slack DC. Likelihood parameter estimation for calibrating a soil moisture model using radar bakscatter Remote Sensing of Environment. 114: 2564-2574. DOI: 10.1016/J.Rse.2010.05.031 |
0.526 |
|
2009 |
Moran MS, Scott RL, Keefer TO, Emmerich WE, Hernandez M, Nearing GS, Paige GB, Cosh MH, O'Neill PE. Partitioning evapotranspiration in semiarid grassland and shrubland ecosystems using time series of soil surface temperature Agricultural and Forest Meteorology. 149: 59-72. DOI: 10.1016/J.Agrformet.2008.07.004 |
0.421 |
|
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