nasa-nccs-cds

NASA Center for Climate SimulationGoddard Space Flight Center

Pinned Repositories

bathyml
Test machine learning algorithms on a bathymetry mapping problem.
Language:Python10
cdas
Language:JavaScript2 5 11
CDAS2
Climate Data Analytic Service provider built on scala, Spark, Akka, Haddop, and python tools such as UVCDAT, etc. Designed to be deployed with the nasa-nccs-cds/CDWPS framework.
Language:Scala54
CDS-Legacy
Obsolete code archive.
Language:Scala20
CDWPS
WPS implementation built on scala/play, designed to interface to big data frameworks such as Spark, Akka, etc. Implements the ESGF-CWT climate data services api.
Language:Scala10
cliMLe
Machine Learning development for climate applications
Language:Python50
edask
Earth data analytics using the Dask / XArray toolkit.
Language:Python63
floodmap
This project computes surface water extents from lake shapefile boundary maps. It uses the NRT Global Flood Mapping products produced from the LANCE-MODIS data processing system at NASA Goddard to compute the probability of water in each spatial cell within each shapefile boundary map. It then thresholds this probability to produce water mask files.
Language:Python10
hyperclass
Methods for hyperspectral image classification developed by the NASA Goddard Innovation Lab
Language:Python32
spectraclass
Jupyterlab workbench supporting visual exploration and classification of high dimensional sensor data.
Language:Jupyter Notebook4 2 00

nasa-nccs-cds's Repositories

nasa-nccs-cds/edask
Earth data analytics using the Dask / XArray toolkit.
Language:Python63
nasa-nccs-cds/spectraclass
Jupyterlab workbench supporting visual exploration and classification of high dimensional sensor data.
Language:Jupyter Notebook4 2 00
nasa-nccs-cds/hyperclass
Methods for hyperspectral image classification developed by the NASA Goddard Innovation Lab
Language:Python32
nasa-nccs-cds/bathyml
Test machine learning algorithms on a bathymetry mapping problem.
Language:Python10
nasa-nccs-cds/floodmap
This project computes surface water extents from lake shapefile boundary maps. It uses the NRT Global Flood Mapping products produced from the LANCE-MODIS data processing system at NASA Goddard to compute the probability of water in each spatial cell within each shapefile boundary map. It then thresholds this probability to produce water mask files.
Language:Python10
nasa-nccs-cds/ilab-earth-engine
Google Earth Engine Operations for NCCS ILAB
Language:Python10
nasa-nccs-cds/stratus
Synchronization Technology Relating Analytic Transparently Unified Services: Integrative framework presenting a unified API and workflow orchestration for varied climate data analytic services.
Language:Python1 3 04
nasa-nccs-cds/stratus_endpoint
Base classes for creating service endpoints for the Stratus Framework
Language:Python1
nasa-nccs-cds/ace
AI2 Climate Emulator Fork
Language:Python
nasa-nccs-cds/astrolab
Jupyterlab workbench supporting visual exploration and classification of astronomical xray and light curve data.
Language:Python
nasa-nccs-cds/astrolab2
Jupyterlab workbench supporting visual exploration and classification of astronomical xray and light curve data.
Language:Python1
nasa-nccs-cds/astrolab2-devel
Jupyterlab workbench supporting visual exploration and classification of astronomical xray and light curve data.
Language:JavaScript
nasa-nccs-cds/climate-gnn
GNN (Graph Neural Network) based framework for climate simulation, modeled after GraphCast.
Language:Python
nasa-nccs-cds/collections-intake
A climate data collections framework built on the ingest-xarray & STAC packages.
Language:Python
nasa-nccs-cds/eis_smce
Application and utilities to support the NASA Earth Information System
Language:Python
nasa-nccs-cds/FMGraphcast
Integration of GraphCast into the NASA Foundation Model Framework.
Language:Python
nasa-nccs-cds/FoundationModelBase
Framework for feeding data from various sources to FoundationModel/DigitalTwin training and inference processes.
Language:Python
nasa-nccs-cds/geoProc
Geoprocessing roputines for Earth Science Applications
Language:Python1
nasa-nccs-cds/graphcast
Copy of the graphcast model by DeepMind with custom extensions.
Language:Python
nasa-nccs-cds/ilab-eis-notebooks
Scientific Notebooks for the EIS project.
Language:Python
nasa-nccs-cds/jax
Language:Python
nasa-nccs-cds/jl3viz
Exploratory visualization notebooks with Jupyterlab 3
nasa-nccs-cds/jupyter-ilab
Jupyterlab Tools and Wdigets developed for the NASA-NCCS Innovation Lab
Language:Python
nasa-nccs-cds/jupyterlab_development
A cookiecutter template for creating a custom Jupyter widget project.
nasa-nccs-cds/K3D-jupyter
K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is to be easy for use as stand alone package like matplotlib, but also to allow interoperation with existing libraries as VTK.
nasa-nccs-cds/MODIS-Aggregation
Language:Jupyter Notebook
nasa-nccs-cds/pc2
Process Controller using Celery
Language:Python
nasa-nccs-cds/pc2-module
Wrappers for integrating compute modules into PC2
Language:Python
nasa-nccs-cds/soundscape
Platform for experimentation with Machine Learning methods using audio data
Language:Python
nasa-nccs-cds/workflow_managers
Experimental project for exploring various workflow managers
Language:Python