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challenge areas
Type
 
  project
 

Pre-cursor foundation models for SAR data

A modular pipeline for creating pre-cursor foundation models...

challenge area

planetary stewardship

Program

FDL Europe

 
  project
 

Pyrocast

Machine learning pipeline for pyrocumulonimbus (pyroCb) fore...

challenge area

earth science

Program

FDL Europe

 
  project
 

Characterization of Shadowed Regions at the lunar south pole

HORUS (Hyper-effective nOise Removal Unet Software)

challenge area

lunar exploration

Program

FDL US

 
  project
 

ML4Floods

An Ecosystem of data, models and code pipelines to tackle fl...

challenge area

disaster response

Program

FDL Europe

 
  project
 

ITI for the Sun

Intercalibration of multi-instrument heliophysics data serie...

challenge area

space weather

Program

FDL US

 
  project
 

Sentinel-2 Super-Resolution

Multi-spectral multi-image super resolution of Sentinel-2 im...

challenge area

earth science

Program

FDL Europe

 
  project
 

SDOML

A Machine Learning Dataset Prepared From the NASA Solar Dyna...

challenge area

space weather

Program

FDL US

 
  project
 

Tracking the geoeffectiveness of solar storms

Determining new representations of “Geoeffectiveness” using ...

challenge area

space weather

Program

FDL US

 
  project
 

Enhanced Predictability of GNSS Disturbances

AuroraML

challenge area

space weather

Program

FDL US

 
  project
 

Temperature Maps of the Solar Atmosphere

DeepEM: A deep-learning approach to differential emission me...

challenge area

space weather

Program

FDL US

 
  project
 

SDO: Autocalibration

Multichannel auto-calibration for the Atmospheric Imaging As...

challenge area

space weather

Program

FDL US

 
  project
 

NASA GIBS WorldView Similarity Search

A No-Code, Self-Supervised Learning and Active Labeling Tool...

challenge area

earth science

Program

FDL US

 
  project
 

Super-resolution Maps of the Solar Magnetic Field

State of the art deep neural networks to calibrate and super...

challenge area

space weather

Program

FDL US

 
  project
 

Digital Twin Earth

Can we lower the cost of accurate global precipitation forec...

challenge area

earth science

Program

FDL Europe

 
  project
 

Lightning and Extreme Weather

Can we use lightning observations from GOES satellites to im...

challenge area

earth science

Program

FDL US

 
  project
 

CAMS PIPELINE

The Ancient Trails of Long-period comets

challenge area

planetary defense

Program

FDL US

 
  project
 

INARA: DEEP LEARNING EXOPLANET ATMOSPHERIC RETRIEVAL WORKFLOW

Possible metabolisms within extraterrestrial Environmental S...

challenge area

astrobiology

Program

FDL US

 
  dataset

INARA 1

150k Dataset, This is a subset of the full INARA dataset that was published in 2018

55 GB  
 
  dataset

DeepEM

Temperature Maps of the Solar Atmosphere

 
 
  dataset

RainBench

Rainbench offers re-gridded data in memmap format sourced from the ERA5, SimSat and IMERG databases.

800GB - 1Tb  
 
  dataset

SoHO/MDI & SDO/HMI Line-of-Sight Magnetogram Dataset

Super-resolution of Solar Magnetograms

 
 
  dataset

Storm Subset

Geomagnetic storm of 2015

30 MB  
 
  dataset

SDOML

A Curated Data Set From The NASA Solar Dynamics Observatory (SDO) Mission In A Format Suitable For Machine-Learning Research.

7 TB  
 
  dataset

WORLDFLOODS

The WorldFloods Database

300GB  
 
  dataset

PSRs located across the Artemis exploration zone at the lunar south pole

Supplementary data to Peering into lunar permanently shadowed regions with deep learning and Cryogeomorphic Characterization of Shadowed Regions in the Artemis Exploration Zone

 
 
  dataset

Pyrocast database

A one stop-shop for modelling PyroCb generating wildfires.

152 GB  
 
  dataset

MISR Dataset

MULTI-SPECTRAL MULTI-IMAGE DATASET FOR SUPER-RESOLUTION OF SATELLITE IMAGES