Forrest Hoffman Distinguished Computational Earth System Scientist and Group Leader, Integrated Computational Earth Sciences Contact HOFFMANFM@ORNL.GOV All Publications Soil moisture controls over carbon sequestration and greenhouse gas emissions: a review Earth's record-high greenness and its attributions in 2020... Enhancing Photosynthesis Simulation Performance in ESMs with Machine Learning-Assisted Solvers Projected global sulfur deposition with climate intervention Influence of Atmospheric Rivers on Alaskan River Ice Forecast of Wildfire Potential Across California USA Using a Transformer... Observational benchmarks inform representation of soil organic carbon dynamics in land surface models Quantifying the long-term changes of terrestrial water storage and their driving factors Global-Scale Convergence Obscures Inconsistencies in Soil Carbon Change Predicted by Earth System Models Perspectives on Artificial Intelligence for Predictions in Ecohydrology Future Increases in Amazonia Water Stress from CO2 Physiology and Deforestation Global evaluation of terrestrial biogeochemistry in the Energy Exascale Earth System Model (E3SM) and the role of the phosphorus cycle in the historical terrestrial carbon balance A differentiable, physics-informed ecosystem modeling and learning framework for large-scale inverse problems: demonstration with photosynthesis simulations Carbon cycle extremes accelerate weakening of the land carbon sink in the late 21st century Empirical relationships between environmental factors and soil organic carbon produce comparable prediction accuracy to machi... Quantification of human contribution to soil moisture-based terrestrial aridity Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes Quantification of human contribution to soil moisture-based terrestrial aridity Benchmark Analysis Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use and Land Cover Change From 1850 to ... Machine learning–based observation-constrained projections reveal elevated global socioeconomic risks from wildfire Representativeness assessment of the pan-Arctic eddy covariance site network and optimized future enhancements Human-caused long-term changes in global aridity Development of observation-based global multilayer soil moisture products for 1970 to 2016 Country-level land carbon sink and its causing components by the middle of the twenty-first century Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » Key Links Google Scholar ORCID LinkedIn GitHub Professional Homepage Schedule time with me Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing Methods for Physical Sciences Section Computational Earth Sciences Group
