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Kendra Walker's Projects

burntfields_punjab icon burntfields_punjab

Methods for processing PlanetScope and Sentinel-2 imagery on HPC environment for random forest model of stubble burning in sampled rice fields. Provides replication code for 'Detecting Crop Burning in India Using Satellite Data'

collectcube icon collectcube

python & SQLite tool to facilitate collection of land cover training / validation data for time-series analyses over heterogeneous landscapes

cropburn icon cropburn

figs and tools for Walker 2024, Overcoming common pitfalls to improve the accuracy of crop residue burning measurement based on remote sensing data

lucinla_stac icon lucinla_stac

Computing guide for large-scale Land-Use Change projects (in Latin America) using STAC processing

lucinsa_helpers icon lucinsa_helpers

Helper functions and notebooks to interact with data on High-Performance Computing environment, designed to be used in conjunction with processing guide for remote sensing projects on Land-Use Change in Latin America

pheno_robust icon pheno_robust

phenological variables for stacked time series data that are robust to curve abnormalities

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