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Image of workflow and project architecture for the AI4ESP project. (Image credit: Lawrence Berkeley National Laboratory 2022). AI4ESP: Artificial Intelligence for Earth System Predictability
LANL aerosol and trace gas mobile container with aerosol and in-cloud sampling inlets deployed on Mt. Soledad during EPCAPE-PT-LANL. (Image Credit: A. Aiken, Los Alamos National Laboratory) Cloud Processing of Carbonaceous and Supermicron Aerosol
Sea-Level-Enabled E3SM Overview. (Image credit: Matthew Hoffman, Los Alamos National Laboratory). Creating a Sea-Level-Enabled E3SM
Argonne National Laboratory leads Community Research on Climate & Urban Science (CROCUS), study how climate change is affecting Chicago’s neighborhoods. Over 20 sensor arrays, like this one installed at Northeastern Illinois University, help researchers provide more complete data on everything from rain fall to temperature to air pollution. (Image credit: Argonne National Laboratory) CROCUS: Community Research on Climate and Urban Science
This high-resolution ocean simulation uses the Energy Exascale Earth System Model (E3SM), which divides the globe into a grid with intervals of only 15 kilometers. (Image credit: Los Alamos National Laboratory) E3SM: Energy Exascale Earth System Model
Isotope ratio mass spectrometry (IRMS) leverages magnetic sector mass spectrometry to enable high-precision measurement of the stable isotope content of a sample. Typical measurements target hydrogen, carbon, nitrogen, and oxygen analyses—although elements with masses up to and including sulfur can be measured. (Image by Andrea Starr, Pacific Northwest National Laboratory) EMSL: Environmental Molecular Sciences Laboratory
Earth System Grid Federation 2 logo ESGF2: Earth System Grid Federation 2
Exasheds ExaSheds: Advancing Watershed System Science using Machine Learning and Data Intensive Extreme-Scale Simulation
FanSSIE Overview. (Image credit: Matthew Hoffman, Los Alamos National Laboratory). FAntSSIE: Framework for Antarctic System Science in E3SM
IDEAS-Watershed logo. (Image credit: Los Alamos National Laboratory) IDEAS: Innovative Development in Energy - Related Applied Science - Watersheds
Ten year average of 1500-2500m ocean current velocity from an E3SM high resolution ocean - sea ice simulation. Current speed is contoured and velocity vectors are shown in white. (Image credit: Luke van Roekel, Los Alamos National Laboratory) ImPACTS: Improving Projections of AMOC and Collapse Through Advanced Simulations
Equatorial zonal mean zonal wind for (a) observations, (b) E3SM with default vertical grid, and (c) E3SM with a smoothed vertical grid. (Image credit: Los Alamos National Laboratory) Improving the Quasi-Biennial Oscillation (QBO) through Surrogate - Accelerated Parameter Optimization and Vertical Grid Modification
Drought in the Colorado River in Rocky Mountain National Park. (Image by Charuleka Varadharajan, Lawrence Berkeley National Laboratory) iNAIADS: iNtegration, Artificial Intelligence Analytical Data Services for Rivers and Watersheds
A 14 - 60 km Regionally-Refined Unstructured E3SM Ice-Ocean Mesh (Image credit: Los Alamos National Laboratory) InteRFACE: Interdisciplinary Research for Arctic Coastal Environments
MSD-LIVE is a cloud-based data and code management system and advanced computing platform that enables researchers to document and archive data, run their models and analysis tools, and share data, software, and multi-model workflows. (Image by Nathan Johnson, Pacific Northwest National Laboratory) MSD-LIVE: The MultiSector Dynamics – Living, Intuitive, Value-adding, Environment
(Field site and field crew (Image credit: Oak Ridge National Laboratory) NGEE Arctic: Next Generation Ecosystem Experiments - Arctic
Schematic of a water isotope ratio and numerical tracer framework for E3SM. (Image Credit: Rich Fiorella, Los Alamos National Laboratory) Probing Water Cycle Processes and Extremes in Coastal and Urban Environments Using Water Isotope Ratio Tracers and Numerical Tags
Kayaks are used to map the water depth upstream of measurements used to estimate ecosystem respiration. (Image credit: Morgan Barnes, Pacific Northwest National Laboratory) River Corridor SFA: River Corridor Hydrobiogeochemistry from Reaction to Basin Scale
RUBISCO logo. (Image credit: RUBISCO) RUBISCO: Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation
SEATS: Simplifying E3SM Analysis Through Standards SEATS: Simplifying E3SM Analysis Through Standards
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