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XArray

2025

  • EOPF XArray Notebooks - Flood Mapping Valencia: EOPF toolkit notebooks demonstrating Otsu thresholding, connected components, and apply_ufunc for flood mapping using ZARR data. [Keywords: XArray ZARR flood mapping EOPF Sentinel apply_ufunc]

  • NDVI Prediction with Dask XArray apply_ufunc: Python pipeline using Dask and XArray's apply_ufunc for scalable NDVI-based vegetation health monitoring and ML inference. [Keywords: XArray Dask NDVI apply_ufunc machine learning vegetation]

  • Sentinel-1 ZARR ARD Notebook for Change Detection: XArray-based notebook for Sentinel-1 SAR change detection using ZARR-format Analysis Ready Data. [Keywords: XArray Sentinel-1 ZARR change detection SAR ARD]

  • Project Pythia - Spectral Clustering with XArray: XArray-based geospatial education resource covering spectral clustering and machine learning on Landsat data. [Keywords: XArray Landsat spectral clustering machine learning education]

  • Cloud-native Geospatial Data Cube Workflows: Jupyter notebooks demonstrating cloud-native geospatial data cube workflows using XArray, XVec, and the Pangeo ecosystem. [Keywords: XArray data cube cloud-native Pangeo Python XVec]

  • Landsat STAC XArray Tutorials - AWS Cloud: USGS EROS tutorials for accessing Landsat data via STAC and processing with XArray on AWS cloud. [Keywords: XArray STAC Landsat AWS USGS cloud-native]

  • Climate Data Earth Data Hub: Getting started notebook for the Earth Data Hub (EDH) climate data platform using XArray. [Keywords: XArray climate ERA5 data hub Copernicus Python]

Earlier

  • ERA5 Data Analysis with XArray: Tutorial on analyzing ERA5 reanalysis data using XArray. [Keywords: XArray ERA5 climate reanalysis Python]

  • XArray Trend Analysis: Notebook demonstrating trend analysis using XArray on climate model output. [Keywords: XArray trend analysis climate CESM Python]