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Open-source, cloud-native transactional tensor storage engine
This repository includes CoastWatch training materials and code samples to demonstrate access and usage of environmental and oceanographic satellite data
R Tools for accessing the NOAA/PSL Climate Ecosystems and Fisheries Initiative Portal.
Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis
Python tools for obtaining and working with data from the GRACE and GRACE Follow-On missions
Python tools for obtaining and working with elevation data from the NASA ICESat-2 mission
recipes to work with MOM6 data
A containerization example that takes a interactive visualization in a Jupyter notebook and turns it in to a containerized web server
Guide to methods for generating and testing Cloud-Optimized Geospatial Formats
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
A skillful and interpretable seasonal forecasting approach by combining deep learning and model-analog forecasting.
Publish Xarray Datasets via a REST API.
Xarray extension for unstructured climate and global weather data analysis and visualization.
A library for directly calling PyTorch ML models from Fortran.
A simple Langchain RAG application.
A data package for reporting on Northeast Continental Shelf ecosystem status and trends.
A repository containing essential tools, XML files, and source codes for collaborators of the Climate, Ecosystems, and Fisheries Initiative (CEFI) to conduct simulations.
material for the CSU-led machine learning tutorial for earth science research
Tools for converting Unified Forecast System (UFS) output to Analysis Ready, Cloud Optimized (ARCO) format
This is a small example which published an aggregation of 3 variables from the ACLIM Bering Sea model.
NCAR/CISL Dask tutorial (Spring 2023)
Public repository describing the prototyping efforts and direction of the Next-Gen DMAC project, "Reaching for the Cloud: Architecting a Cloud-Native Service-Based Ecosystem for DMAC"