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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
Panorama view from a flux tower installation, comparing before and after a fire at US-Me2. Capture date: 2020 Location: Oregon. (Image credit: Chad Hanson) AmeriFlux Management Project
ARM’s Data Workbench concept will enable a unified ecosystem for users to access data, computing resources, and software packages to perform complex data analysis using ARM data. (Image credit: Carlos Jones, Oak Ridge National Laboratory) ARM Data Center
ARM instruments deployed with the first ARM Mobile Facility in La Porte, TX as part of the TRACER: TRacking Aerosol Convection interactions ExpeRiment. (Image credit: Guy Tubbs; courtesy of the Atmospheric Radiation Measurement (ARM) user facility) ARM Instrument Experts
A series of containers outfitted with sophisticated ARM sampling equipment will operate from February 2023 to February 2024 in La Jolla, California, as part of the Eastern Pacific Cloud Aerosol Precipitation Experiment (EPCAPE). (Image credit: Karen Steinbock) ARM Translator Group
Tethered balloon system (TBS) flights were launched in September 2021 during ARM’s Surface Atmosphere Integrated Field Laboratory (SAIL) field campaign in Gothic, Colorado. The SAIL campaign, which will run from September 2021 to June 2023, will provide insights into mountainous water-cycle processes. (Image by Brent Peterson, Sandia National Laboratories) Atmospheric Radiation Measurement (ARM) User Facility
Soil sampling in the Blodgett Forest near Georgetown (Image by Roy Kaltschmidt, Berkeley Lab. © The Regents of the University of California, Lawrence Berkeley National Laboratory.) Belowground Biogeochemistry
Coastal deltas are interfaces between terrestrial systems and oceans that are sensitive to sea level rise due to climate change and direct human modification of riverine systems. (Image credit: Oak Ridge National Laboratory) Biogeochemical Controls on Phosphorus in Urban-Influenced Coastal Ecosystems
Planning for the urban monitoring installation at the Socially Equal Energy Efficient Development (SEEEDknox.org). (Image credit: Melanie Mayes, Oak Ridge National Laboratory) Biogeochemical Cycling at the Urban Interface
This Lawrence Livermore National Laboratory (LLNL) Science Focus Area (SFA) investigates biogeochemistry at interfaces from the nanometer scale in the laboratory to the meter scale in the field to identify the dominant biogeochemical processes and underlying mechanisms that control metal and radionuclide mobilization in surface water and groundwater. (Image by Lawrence Livermore National Laboratory) BioGeoChemistry at Interfaces
CASCADE research on the impacts of low to no snow winters for the Western United States and how it's fueling the mega drought. (Image credit: Alan Rhoades and JP O'Brien developed for the PCTA newsletter) CASCADE: Calibrated and Systematic Characterization, Attribution, and Detection of Extremes
Aerosol Observing System installed at Mt. Crested Butte as a part of Surface-Atmosphere Integrated Laboratory to study the properties of gases and aerosols. (Image credit: Maria Zawadowicz) Characterization of the Aerobiome during the SAIL Campaign
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
The image shows the team doing fieldwork. (Image source: https://www.pnnl.gov/news-media/pnnl-leads-coastal-study-help-prep-wildfires-floods-and-climate-change) COMPASS-FME: Coastal Observations, Mechanisms, and Predictions Across Systems and Scales (COMPASS) Field, Measurements, and Experiments (FME) Pilot Study
COMPASS-GLM Phase II theme triangle. (Image credit: COMPASS-GLM Project Team) COMPASS-GLM: Coastal Observations, Mechanisms, and Predictions Across Systems and Scales (COMPASS) Great Lakes Modeling (GLM)
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
This figure illustrates field campaigns in the four EAGLES focus areas, overlaid with anthropogenic aerosol-mediated net top-of-atmosphere radiative effects of liquid clouds in E3SMv1. (Image credit: Po-Lun Ma and Jerome Fast) EAGLES: Enabling Aerosol-cloud interactions at GLobal convection-permitting scalES
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
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