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
4 papers · 1 filter
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…
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…