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Andrew Bennett
Assistant Professor, Hydrology / Atmospheric Sciences | Member of the Graduate Faculty
Hydrology & Atmospheric Sci
Map Page
Research Area
hydrologic modeling,
reproducibility,
simulation,
information theory,
earth science,
paradigm shift,
hypothesis testing,
research methods,
machine learning,
geoscience
Grants
(1)
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Publications
(8)
Recent
Simulation-Based Inference for Parameter Estimation of Complex Watershed Simulators
2024
simulation,
inference,
parameter estimation,
watershed,
complex systems
Building cyberinfrastructure for the reuse and reproducibility of complex hydrologic modeling studies
2023
cyberinfrastructure,
hydrologic modeling,
reuse,
reproducibility,
complex studies
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization
2023
data partitioning,
model development,
model evaluation,
generalization,
confronting bias
Community Workflows to Advance Reproducibility in Hydrologic Modeling: Separating Model‐Agnostic and Model‐Specific Configuration Steps in Applications of Large‐Domain Hydrologic Models
2022
hydrologic modeling,
reproducibility
A Process-Conditioned and Spatially Consistent Method for Reducing Systematic Biases in Modeled Streamflow
2022
hydrology,
spatial statistics,
data assimilation,
bias correction
When and Where Are Multiple Snow Layers Important for Simulations of Snow Accumulation and Melt?
2022
simulation,
spatial distribution
Learning from Observations: The Case for a New Generation of Land Surface Models
2021
machine learning,
geoscience,
environmental science,
climate modeling,
sustainability
Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing
2020
information theory,
earth science,
paradigm shift,
hypothesis testing,
research methods
Collaborations
(6)
Nirav Merchant
Mutual work: 1 Proposal﹒1 Tech
Collaboration Details
Guo-Yue Niu
Mutual work: 1 Proposal
Collaboration Details
Hsin Chang
Mutual work: 1 Proposal
Collaboration Details
Ali Behrangi
Mutual work: 1 Proposal
Collaboration Details
Jill Williams
Mutual work: 1 Tech
Collaboration Details
Page 1 of 2
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Courses
(2)
Tools for Data Handling and Analysis in Water, Weather, & Climate
Earth: Our Watery Home
Techs/Patents
(2)
HydroGEN Forecast Generator
2024
·
Technology
National Hydrologic Simulation Database
2024
·
Technology
5+ Collaborators
$220K / $220K Funding
7+ Publications
