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Extension to xarray providing functionality to work with spherical harmonic datasets
JupyterGIS - Collaborative GIS editor in Jupyter
pygeofilter is a pure Python parser implementation of OGC filtering standards
High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.
Framework for Operational Radiometric Correction for Environmental monitoring
python package for analyzing general circulation model output data
React components and hooks for building STAC-API front-ends
Build your own Raster dynamic map tile services
OpenCL is the most powerful programming language ever created. Yet the OpenCL C++ bindings are cumbersome and the code overhead prevents many people from getting started. I created this lightweight…
Zarr core protocol for storage and retrieval of N-dimensional typed arrays
GeoWombat: Utilities for geospatial data
🦙 Integrating LLMs into structured NLP pipelines
Tool for writing large xarray datasets to zarr stores with independent processes
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
GeoCAT-comp provides implementations of computational functions for operating on geosciences data. Many of these functions originated in NCL and were translated into Python.
Earth observation tools for Meta AI Segment Anything
The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
Atmospheric data Community Toolkit - A python based toolkit for exploring and analyzing time series atmospheric datasets
A tool to work in weather radar data in xarray
An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
Command line utility and Python library for STAC
This is a program that uses multi-source remote sensing data to monitor the dynamic changes of lakes.
In this project, I built 140 models using Random Forest, Naive Bayes, KNN, Catboost, Dense, CNN and MLP classifier. I used pandas, numpy and tensorflow. The goal was to predict the classes of crop …
Generalizing satellite image time series classifiers with thermal time