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

Publications

Publications can also be searched for in the OSTI Information Bridge.

Publication Date Title Publication Typesort ascending 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