Daniel M Ricciuto Group Leader, Earth Systems Modeling Contact 865.574.7067 | ricciutodm@ornl.gov All Publications Earth's record-high greenness and its attributions in 2020... Quantifying the long-term changes of terrestrial water storage and their driving factors Modeling exports of dissolved organic carbon from landscapes: a review of challenges and opportunities Thermal, water, and land cover factors led to contrasting urban and rural vegetation resilience to extreme hot months Intensified Positive Arctic–Methane Feedback under IPCC Climate Scenarios in the 21st Century Nutrient Dynamics in a Coupled Terrestrial Biosphere and Land Model (ELM-FATES-CNP) Quantifying wildfire drivers and predictability in boreal peatlands using a two-step error-correcting machine learning framework in TeFire v1.0 An ultrahigh-resolution E3SM land model simulation framework and its first application to the Seward Peninsula in Alaska 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 Data Toolkit for Ultrahigh-resolution E3SM Simulation on Massively Parallel Processing Systems Global fire modelling and control attributions based on the ensemble machine learning and satellite observations Improving E3SM Land Model Photosynthesis Parameterization via Satellite SIF, Machine Learning, and Surrogate Modeling Diminishing marginal effect in estimating the dissolved organic carbon export from a watershed Embracing fine-root system complexity in terrestrial ecosystem modeling Modeling perennial bioenergy crops in the E3SM land model (ELMv2) Quantification of human contribution to soil moisture-based terrestrial aridity Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning Quantification of human contribution to soil moisture-based terrestrial aridity Photosynthesis phenology, as defined by solar-induced chlorophyll fluorescence, is overestimated by vegetation indices in the extratropical Northern Hemisphere Anthropogenically driven climate and landscape change effects on inland water carbon dynamics: What have we learned and where are we going? Upscaling Methane Flux From Plot Level to Eddy Covariance Tower Domains in Five Alaskan Tundra Ecosystems An interpretable machine learning model for advancing terrestrial ecosystem predictions Coupling of Tree Growth and Photosynthetic Carbon Uptake Across Six North American Forests Invertible neural networks for E3SM land model calibration and simulation... Evaluating alternative ebullition models for predicting peatland methane emission and its pathways via data–model fusion Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » Key Links Curriculum Vitae ORCID Organizations Biological and Environmental Systems Science Directorate Environmental Sciences Division Earth Systems Science Section Earth System Modeling Group Climate Change Science Institute
