A collection of Python packages for geospatial analysis with binder-ready notebook examples
Python Library for NASA Earthdata APIs
🌎 Verification of weather and climate forecasts 🌍
Analysis ready CMIP6 data in python the easy way with pangeo tools.
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
Climate Data Science and Earth Observation with Python.
Compress xarray datasets based on their bitwise information content
Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.
Earth System Model Lab (esmlab).
Pangeo + Binder (dev repo for a binder/pangeo fusion concept)
Map floods with Sentinel-1 radar images. We replicate in this package the work of Bauer-Marschallinger et al. (2022) on the TU Wien Bayesian-based flood mapping algorithm. This implementation is entirely based on Dask and data access via STAC with odc-stac.
The ecosystem of geospatial machine learning tools in the Pangeo world.
RadEst is a repo for atmospheric parameters estimation using Optimal Estimation (PyOptimalEstimation) and onboard radiometer observations.
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