@ClimateMachine

An alliance of scientists and engineers @caltech @mit and @nasajpl building the first Earth system model that automatically learns from diverse data sources.

 Pasadena, CA
clima.caltech.edu
Joined November 2018
  • Tweets89
  • Following114
  • Followers1.2K
Next generation Land model developed in CliMA is ready to simulate fluxes and hyperspectral canopy optical properties at the same time. Example of the model simulated solar-induced chlorophyll fluorescence (SIF). Read the blog: clima.caltech.edu/2023/05/01…
1
7
53
9,469
We have launched the CliMA Newsletter. Please click through and join our mailing list. conta.cc/42R9rq7
5
877
Harnessing full power of data and #machinelearning in #EarthSystemModeling requires flexible learning methods to deal with indirect and #noisydata. We demonstrated that #ensembleKalmanprocesses can aid in this challenging task. #JuliaLang tinyurl.com/3xa3t865
3
17
4,318
GRIDDINGMACHINE is a new database and software to share global datasets. We aim to maximally reduce the time used to find and access datasets. clima.caltech.edu/2022/08/19… #JuliaLang #MATLAB #GNUoctave #pythonprogramming #Rprogramminglanguage
64
6
270
At CliMA, we've developed an automated algorithm that finds when, and where, we should collect data to best inform climate models clima.caltech.edu/2022/07/21…
5
17
Methods from Weather Forecasting Can Be Adapted to Assess Risk of COVID-19 Exposure clima.caltech.edu/press-medi…
4
CliMA awarded Google Cloud Customer Award Winner: Sustainability clima.caltech.edu/press-medi…
1
7
With the goal of developing an accessible, performant high-resolution model of atmospheric phenomena, the CliMA team has developed a new large-eddy simulation (LES) framework called the ClimateMachine: clima.caltech.edu/2022/01/13…
6
49
Our team is currently working on exploring and predicting how the climate will change by creating computer models of the real world. 🌍 @Caltech youtube.com/watch?v=Puifkybe…
3
1
14
At CliMA, we are in the process of running hundreds of simulations to create an atlas of data under various conditions. These will be used to train out global models and be made freely available for research. #climatechange #machinelearning #ai #science #computing
5
12
The general circulation model for the ocean in CliMA v0.1 is the first 3D ocean Global Circulation Model that uses the discontinuous Galerkian spatial discretization scheme. 🌊 #innovation #technology #climate #machinelearning #MIT #caltech @eapsMIT
1
3
Load more