248 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Columbia UniversityUS2 papers
- Goddard Institute for Space StudiesUS2 papers
- Australian National UniversityAU1 paper
- Boston CollegeUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Chinese Academy of SciencesCN1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- Earth Island InstituteUS1 paper
- IMT AtlantiqueFR1 paper
- Institut des Géosciences de l'EnvironnementFR1 paper
- Institute of Atmospheric PhysicsCN1 paper
- Institute of Earth EnvironmentCN1 paper
5 papers
Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data
Daria Botvynko, Pierre Haslée, Lucile Gaultier +5
We present an end-to-end deep learning framework for short-term forecasting of global sea surface dynamics based on sparse satellite altimetry data. Building on two state-of-the-ar…
Hybrid machine learning data assimilation for marine biogeochemistry
Ieuan Higgs, Ross Bannister, Jozef Skákala +2
Marine biogeochemistry models are critical for forecasting, as well as estimating ecosystem responses to climate change and human activities. Data assimilation (DA) improves these…
GLONET: Mercator's end-to-end neural Global Ocean forecasting system
Anass El Aouni, Quentin Gaudel, Charly Regnier +5
Accurate ocean forecasting is crucial in different areas ranging from science to decision making. Recent advancements in data-driven models have shown significant promise, particul…
Global warming in the pipeline
James E. Hansen, Makiko Sato, Leon Simons +14
Improved knowledge of glacial-to-interglacial global temperature change implies that fast-feedback equilibrium climate sensitivity (ECS) is 1.2 +/- 0.3°C (2) per W/m. Consis…
Young People's Burden: Requirement of Negative CO2 Emissions
James Hansen, Makiko Sato, Pushker Kharecha +9
Global temperature is a fundamental climate metric highly correlated with sea level, which implies that keeping shorelines near their present location requires keeping global tempe…