Biological and Environmental Research - Earth and Environmental System Sciences
Earth and Environmental System Modeling

Publications

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Publication Date Title Publication Type Author(s) Institution
10/2012 Comparing Two Methods to Estimate the Sensitivity of Regional Climate Simulations to Tropical SST Anomalies Journal Article Pennsylvania State University
11/2018 A Trans-Disciplinary Review of Deep Learning Research and its Relevance for Water Resources Scientists Journal Article Pennsylvania State University
04/2019 Seasonal and Interannual Patterns and Controls of Hydrological Fluxes in an Amazon Floodplain Lake With a Surface‐Subsurface Process Model Journal Article Pennsylvania State University
11/2020 Evaluating the Potential and Challenges of an Uncertainty Quantification Method for Long Short‐Term Memory Models for Soil Moisture Predictions Journal Article Pennsylvania State University
11/2020 Revealing Causal Controls of Storage-Streamflow Relationships With a Data-Centric Bayesian Framework Combining Machine Learning and Process-Based Modeling Journal Article Pennsylvania State University
11/2020 Revealing Causal Controls of Storage-Streamflow Relationships With a Data-Centric Bayesian Framework Combining Machine Learning and Process-Based Modeling Journal Article Pennsylvania State University
11/2020 Evaluating the Potential and Challenges of an Uncertainty Quantification Method for Long Short‐Term Memory Models for Soil Moisture Predictions Journal Article Pennsylvania State University
08/2020 Potential Impacts of Assimilating All-Sky Satellite Infrared Radiances on Convection-Permitting Analysis and Prediction of Tropical ConvectionAbstract Journal Article Pennsylvania State University
01/2020 Significant Contribution of Mesoscale Overturning to Tropical Mass and Energy Transport Revealed by the ERA5 Reanalysis Journal Article Pennsylvania State University
08/2020 Impacts of Assimilating All-sky Satellite Infrared Radiances on Convection-Permitting Analysis and Prediction of Tropical Convection Journal Article Pennsylvania State University
01/2020 Significant contribution of mesoscale overturning to tropical mass and energy transport revealed by the ERA5 reanalysis Journal Article Pennsylvania State University
05/2021 Metrics for evaluating tropical cyclones in climate data Journal Article Pennsylvania State University
10/2021 From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modelingAbstract Journal Article Pennsylvania State University