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vegetation-health

Here are 3 public repositories matching this topic...

JohnNay / forecastVeg

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

python machine-learning r h2o prediction artificial-intelligence hyperparameters forecasting gbm ensemble satellite-imagery modis drought ensemble-model landuse vegetation-health

Updated Feb 22, 2021
Python

anniebritton / Ecological-Drought-ML-Modeling

📊🛰️ Data processing scripts, ML models, and Explainable AI results created as part of my Masters Thesis @ Johns Hopkins

python machine-learning timeseries geospatial-data remote-sensing xgboost drought climate-science google-earth-engine ndvi vegetation-health xai drought-indices drought-monitoring shapley-additive-explanations ecological-drought

Updated Nov 17, 2023
Jupyter Notebook

Brandi-Kinard / python-opencv-geoTIFF-deforestation

A Jupyter notebook for detecting deforestation using GeoTIFF satellite images and NDVI analysis with OpenCV.

python opencv sustainability computer-vision gdal geotiff satellite-imagery google-earth-engine environmental-monitoring ndvi vegetation-health deforestation

Updated May 7, 2024
Jupyter Notebook

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