Pinned Repositories
bathyml
Test machine learning algorithms on a bathymetry mapping problem.
cdas
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.
CDS-Legacy
Obsolete code archive.
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.
cliMLe
Machine Learning development for climate applications
edask
Earth data analytics using the Dask / XArray toolkit.
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.
hyperclass
Methods for hyperspectral image classification developed by the NASA Goddard Innovation Lab
spectraclass
Jupyterlab workbench supporting visual exploration and classification of high dimensional sensor data.
nasa-nccs-cds's Repositories
nasa-nccs-cds/edask
Earth data analytics using the Dask / XArray toolkit.
nasa-nccs-cds/spectraclass
Jupyterlab workbench supporting visual exploration and classification of high dimensional sensor data.
nasa-nccs-cds/hyperclass
Methods for hyperspectral image classification developed by the NASA Goddard Innovation Lab
nasa-nccs-cds/bathyml
Test machine learning algorithms on a bathymetry mapping problem.
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.
nasa-nccs-cds/ilab-earth-engine
Google Earth Engine Operations for NCCS ILAB
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.
nasa-nccs-cds/stratus_endpoint
Base classes for creating service endpoints for the Stratus Framework
nasa-nccs-cds/ace
AI2 Climate Emulator Fork
nasa-nccs-cds/astrolab
Jupyterlab workbench supporting visual exploration and classification of astronomical xray and light curve data.
nasa-nccs-cds/astrolab2
Jupyterlab workbench supporting visual exploration and classification of astronomical xray and light curve data.
nasa-nccs-cds/astrolab2-devel
Jupyterlab workbench supporting visual exploration and classification of astronomical xray and light curve data.
nasa-nccs-cds/climate-gnn
GNN (Graph Neural Network) based framework for climate simulation, modeled after GraphCast.
nasa-nccs-cds/collections-intake
A climate data collections framework built on the ingest-xarray & STAC packages.
nasa-nccs-cds/eis_smce
Application and utilities to support the NASA Earth Information System
nasa-nccs-cds/FMGraphcast
Integration of GraphCast into the NASA Foundation Model Framework.
nasa-nccs-cds/FoundationModelBase
Framework for feeding data from various sources to FoundationModel/DigitalTwin training and inference processes.
nasa-nccs-cds/geoProc
Geoprocessing roputines for Earth Science Applications
nasa-nccs-cds/graphcast
Copy of the graphcast model by DeepMind with custom extensions.
nasa-nccs-cds/ilab-eis-notebooks
Scientific Notebooks for the EIS project.
nasa-nccs-cds/jax
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
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
nasa-nccs-cds/pc2
Process Controller using Celery
nasa-nccs-cds/pc2-module
Wrappers for integrating compute modules into PC2
nasa-nccs-cds/soundscape
Platform for experimentation with Machine Learning methods using audio data
nasa-nccs-cds/workflow_managers
Experimental project for exploring various workflow managers