62 citations
- University of Maryland, College ParkUS9 papers
- Goddard Space Flight CenterUS4 papers
- University of BristolGB2 papers
- Ben-Gurion University of the NegevIL1 paper
- Boston CollegeUS1 paper
- CEA Paris-SaclayFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Centre National de Recherches MétéorologiquesFR1 paper
- CMCC Foundation - Euro-Mediterranean Center on Climate ChangeIT1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
- Corteva (United States)US1 paper
11 papers
Harvesting AlphaEarth: Benchmarking the Geospatial Foundation Model for Agricultural Downstream Tasks
Yuchi Ma, Yawen Shen, Anu Swatantran +1
Geospatial foundation models (GFMs) have emerged as a promising approach to overcoming the limitations in existing featurization methods. More recently, Google DeepMind has introdu…
Advancing global sea ice prediction capabilities using a fully-coupled climate model with integrated machine learning
William Gregory, Mitchell Bushuk, Yong-Fei Zhang +4
We showcase a hybrid modeling framework which embeds machine learning (ML) inference into the GFDL SPEAR climate model, for online sea ice bias correction during a set of global fu…
A global unstructured, coupled, high-resolution hindcast of waves and storm surge
Lorenzo Mentaschi, Michalis Vousdoukas, Guillermo Garcia-Sanchez +7
Accurate information on waves and storm surges is essential to understand coastal hazards that are expected to increase in view of global warming and rising sea levels. Despite the…
Respiration driven CO2 pulses dominate Australia's flux variability
Eva-Marie Metz, Sanam N. Vardag, Sourish Basu +22
The Australian continent contributes substantially to the year-to-year variability of the global terrestrial carbon dioxide (CO2) sink. However, the scarcity of in-situ observation…
Polarimetric Sensitivity of Light-Absorbing Carbonaceous Aerosols Over Ocean: A Theoretical Assessment
Chenchong Zhang, William R. Heinson, Michael J. Garay +2
Visible-light-absorbing carbonaceous aerosols within the boundary layer affect the radiance and polarization states of the radiation at the top of the atmosphere. Remote sensing fr…
Quantifying the uncertainties in an ensemble of decadal climate predictions
Ehud Strobach, Golan Bel
Meaningful climate predictions must be accompanied by their corresponding range of uncertainty. Quantifying the uncertainties is non-trivial, and different methods have been sugges…