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Andrew Bennett
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Description and evaluation of the community ice sheet model (CISM) v2. 1
WH Lipscomb, SF Price, MJ Hoffman, GR Leguy, AR Bennett, SL Bradley, ...
Geoscientific Model Development 12 (1), 387-424, 2019
682019
Does information theory provide a new paradigm for earth science? Hypothesis testing
GS Nearing, BL Ruddell, AR Bennett, C Prieto, HV Gupta
Water Resources Research 56 (2), e2019WR024918, 2020
422020
Deep learned process parameterizations provide better representations of turbulent heat fluxes in hydrologic models
A Bennett, B Nijssen
Water Resources Research 57 (5), e2020WR029328, 2021
402021
Quantifying process connectivity with transfer entropy in hydrologic models
A Bennett, B Nijssen, G Ou, M Clark, G Nearing
Water Resources Research 55 (6), 4613-4629, 2019
392019
Toward open and reproducible environmental modeling by integrating online data repositories, computational environments, and model Application Programming Interfaces
YD Choi, JL Goodall, JM Sadler, AM Castronova, A Bennett, Z Li, ...
Environmental Modelling & Software 135, 104888, 2021
352021
MetSim: A Python package for estimation and disaggregation of meteorological data
AR Bennett, JJ Hamman, B Nijssen
Journal of Open Source Software 5 (47), 2042, 2020
292020
Community workflows to advance reproducibility in hydrologic modeling: Separating model‐agnostic and model‐specific configuration steps in applications of large‐domain …
WJM Knoben, MP Clark, J Bales, A Bennett, S Gharari, CB Marsh, ...
Water Resources Research 58 (11), e2021WR031753, 2022
192022
The numerical implementation of land models: Problem formulation and laugh tests
MP Clark, R Zolfaghari, KR Green, S Trim, WJM Knoben, A Bennett, ...
Journal of Hydrometeorology 22 (6), 1627-1648, 2021
172021
The eclipse integrated computational environment
JJ Billings, AR Bennett, J Deyton, K Gammeltoft, J Graham, D Gorin, ...
SoftwareX 7, 234-244, 2018
102018
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization
HR Maier, F Zheng, H Gupta, J Chen, J Mai, D Savic, R Loritz, W Wu, ...
Environmental Modelling & Software 167, 105779, 2023
92023
Evaluating multiple canopy‐snow unloading parameterizations in SUMMA with time‐lapse photography characterized by citizen scientists
C Lumbrazo, A Bennett, WR Currier, B Nijssen, J Lundquist
Water Resources Research 58 (6), e2021WR030852, 2022
72022
Building cyberinfrastructure for the reuse and reproducibility of complex hydrologic modeling studies
I Maghami, A Van Beusekom, L Hay, Z Li, A Bennett, YD Choi, B Nijssen, ...
Environmental Modelling & Software 164, 105689, 2023
62023
LIVVkit: An extensible, python‐based, land ice verification and validation toolkit for ice sheet models
JH Kennedy, AR Bennett, KJ Evans, S Price, M Hoffman, WH Lipscomb, ...
Journal of Advances in Modeling Earth Systems 9 (2), 854-869, 2017
62017
Explainable AI uncovers how neural networks learn to regionalize in simulations of turbulent heat fluxes at FluxNet sites
A Bennett, B Nijssen
Authorea Preprints, 2022
42022
When and where are multiple snow layers important for simulations of snow accumulation and melt?
NC Cristea, A Bennett, B Nijssen, JD Lundquist
Water Resources Research 58 (10), e2020WR028993, 2022
42022
Hydrologic model sensitivity to temporal aggregation of meteorological forcing data: a case study for the contiguous United States
AE Van Beusekom, LE Hay, AR Bennett, YD Choi, MP Clark, JL Goodall, ...
Journal of Hydrometeorology 23 (2), 167-183, 2022
42022
AI for physics-inspired hydrology modeling
A Bennett
Artificial intelligence in earth science, 157-203, 2023
22023
A process-conditioned and spatially consistent method for reducing systematic biases in modeled streamflow
A Bennett, A Stein, Y Cheng, B Nijssen, M Mcguire
Journal of Hydrometeorology, 2022
22022
LIVVkit 2.1: automated and extensible ice sheet model validation
KJ Evans, JH Kennedy, D Lu, MM Forrester, S Price, J Fyke, AR Bennett, ...
Geoscientific Model Development 12 (3), 1067-1086, 2019
22019
Spatio-temporal machine learning for continental scale terrestrial hydrology
A Bennett, H Tran, L De la Fuente, A Triplett, Y Ma, P Melchior, ...
Authorea Preprints, 2023
2023
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Articles 1–20