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1

Information loss in approximately Bayesian estimation techniques: A comparison of generative and discriminative approaches to estimating agricultural productivity

Nearing, Grey S., Gupta, Hoshin V., Crow, Wade T.

Journal:

Journal of Hydrology

Year:

2013

Language:

english

File:

PDF, 2.24 MB

english, 2013

2

Towards Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning

Kratzert, Frederik, Klotz, Daniel, Herrnegger, Mathew, Sampson, Alden K., Hochreiter, Sepp, Nearing, Grey S.

Journal:

Water Resources Research

Year:

2019

File:

PDF, 6.36 MB

2019

3

Likelihood parameter estimation for calibrating a soil moisture model using radar bakscatter

Grey S. Nearing, M. Susan Moran, Kelly R. Thorp, Chandra D. Holifield Collins, Donald C. Slack

Journal:

Remote Sensing of Environment

Year:

2010

Language:

english

File:

PDF, 1.45 MB

english, 2010

4

Coupling diffusion and maximum entropy models to estimate thermal inertia

Grey S. Nearing, M. Susan Moran, Russell L. Scott, Guillermo Ponce-Campos

Journal:

Remote Sensing of Environment

Year:

2012

Language:

english

File:

PDF, 2.85 MB

english, 2012

5

Electromagnetic induction for mapping textural contrasts of mine tailing deposits

Nearing, Grey S., Tuller, Markus, Jones, Scott B., Heinse, Robert, Meding, Mercer S.

Journal:

Journal of Applied Geophysics

Year:

2013

Language:

english

File:

PDF, 1.48 MB

english, 2013

6

Estimating information entropy for hydrological data: One-dimensional case

Gong, Wei, Yang, Dawen, Gupta, Hoshin V., Nearing, Grey

Journal:

Water Resources Research

Year:

2014

Language:

english

File:

PDF, 948 KB

english, 2014

7

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

Gupta, Hoshin V., Nearing, Grey S.

Journal:

Water Resources Research

Year:

2014

Language:

english

File:

PDF, 449 KB

english, 2014

8

An approach to quantifying the efficiency of a Bayesian filter

Nearing, Grey S., Gupta, Hoshin V., Crow, Wade T., Gong, Wei

Journal:

Water Resources Research

Year:

2013

Language:

english

File:

PDF, 419 KB

english, 2013

9

The quantity and quality of information in hydrologic models

Nearing, Grey S., Gupta, Hoshin V.

Journal:

Water Resources Research

Year:

2015

Language:

english

File:

PDF, 1.00 MB

english, 2015

10

Benchmarking NLDAS-2 Soil Moisture and Evapotranspiration to Separate Uncertainty Contributions

Nearing, Grey S., Mocko, David M., Peters-Lidard, Christa D., Kumar, Sujay V., Xia, Youlong

Journal:

Journal of Hydrometeorology

Year:

2016

Language:

english

File:

PDF, 1.59 MB

english, 2016

11

A Philosophical Basis for Hydrologic Uncertainty

Nearing, Grey S., Tian, Yudong, Gupta, Hoshin V., Clark, Martyn P., Harrison, Kenneth W., Weijs, Steven V.

Journal:

Hydrological Sciences Journal

Year:

2016

Language:

english

File:

PDF, 929 KB

english, 2016

12

Performance Metrics, Error Modeling, and Uncertainty Quantification

Tian, Yudong, Nearing, Grey S., Peters-Lidard, Christa D., Harrison, Kenneth W., Tang, Ling

Journal:

Monthly Weather Review

Year:

2016

Language:

english

File:

PDF, 229 KB

english, 2016

13

The impact of vertical measurement depth on the information content of soil moisture for latent heat flux estimation

Qiu, Jianxiu, Crow, Wade T., Nearing, Grey S.

Journal:

Journal of Hydrometeorology

Year:

2016

Language:

english

File:

PDF, 1.60 MB

english, 2016

14

The impact of vertical measurement depth on the information content of soil moisture times series data

Qiu, Jianxiu, Crow, Wade T., Nearing, Grey S., Mo, Xingguo, Liu, Suxia

Journal:

Geophysical Research Letters

Year:

2014

Language:

english

File:

PDF, 573 KB

english, 2014

15

Nonparametric triple collocation

Nearing, Grey S., Yatheendradas, Soni, Crow, Wade T., Bosch, David D., Cosh, Michael H., Goodrich, David C., Seyfried, Mark S., Starks, Patrick J.

Journal:

Water Resources Research

Year:

2017

Language:

english

File:

PDF, 6.85 MB

english, 2017

16

Benchmarking of a physically based hydrologic model

Newman, Andrew J., Mizukami, Naoki, Clark, Martyn P., Wood, Andrew W., Nijssen, Bart, Nearing, Grey

Journal:

Journal of Hydrometeorology

Year:

2017

Language:

english

File:

PDF, 2.59 MB

english, 2017

17

Comment on “A blueprint for process-based modeling of uncertain hydrological systems” by Alberto Montanari and Demetris Koutsoyiannis

Journal:

Water Resources Research

Year:

2014

Language:

english

File:

PDF, 192 KB

english, 2014

18

Ensembles vs. information theory: supporting science under uncertainty

Nearing, Grey S., Gupta, Hoshin V.

Journal:

Frontiers of Earth Science

Year:

2018

Language:

english

File:

PDF, 176 KB

english, 2018

19

Parameter Sensitivity of the Noah-MP Land Surface Model with Dynamic Vegetation

Arsenault, Kristi R., Nearing, Grey S., Wang, Shugong, Yatheendradas, Soni, Peters-Lidard, Christa D.

Journal:

Journal of Hydrometeorology

Year:

2018

Language:

english

File:

PDF, 2.56 MB

english, 2018

20

The Efficiency of Data Assimilation

Nearing, Grey, Yatheendradas, Soni, Crow, Wade, Zhan, Xiwu, Liu, Jicheng, Chen, Fan

Journal:

Water Resources Research

Year:

2018

Language:

english

File:

PDF, 1.28 MB

english, 2018

21

Benchmarking and Process Diagnostics of Land Models

Nearing, Grey S., Ruddell, Benjamin L., Clark, Martyn P., Nijssen, Bart, Peters-Lidard, Christa

Journal:

Journal of Hydrometeorology

Year:

2018

Language:

english

File:

PDF, 1.38 MB

english, 2018

22

Bayesian analysis of the impact of rainfall data product on simulated slope failure for North Carolina locations

Yatheendradas, Soni, Kirschbaum, Dalia, Nearing, Grey, Vrugt, Jasper A., Baum, Rex L., Wooten, Rick, Lu, Ning, Godt, Jonathan W.

Journal:

Computational Geosciences

Year:

2019

Language:

english

File:

PDF, 3.31 MB

english, 2019

23

Quantifying process connectivity with transfer entropy in hydrologic models

Bennett, Andrew, Nijssen, Bart, Ou, Gengxin, Clark, Martyn, Nearing, Grey

Journal:

Water Resources Research

Year:

2019

Language:

english

File:

PDF, 1.86 MB

english, 2019

24

Information Theory for Model Diagnostics: Structural Error is Indicated by Trade‐Off Between Functional and Predictive Performance

Ruddell, Benjamin L., Drewry, Darren T., Nearing, Grey S.

Journal:

Water Resources Research

Year:

2019

Language:

english

File:

PDF, 1.62 MB

english, 2019

25

Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing

Nearing, Grey S., Ruddell, Benjamin L., Bennett, Andrew R., Prieto, Cristina, V. Gupta, Hoshin

Journal:

Water Resources Research

Year:

2020

File:

PDF, 847 KB

2020

26

Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets

Kratzert, Frederik, Klotz, Daniel, Shalev, Guy, Klambauer, GÃ¼nter, Hochreiter, Sepp, Nearing, Grey

Journal:

Hydrology and Earth System Sciences

Year:

2019

File:

PDF, 6.24 MB

2019

27

What Role Does Hydrological Science Play in the Age of Machine Learning?

Nearing, Grey S., Kratzert, Frederik, Sampson, Alden Keefe, Pelissier, Craig S., Klotz, Daniel, Frame, Jonathan M., Prieto, Cristina, Gupta, Hoshin V.

Journal:

Water Resources Research

Year:

2020

File:

PDF, 5.38 MB

2020