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  1. ML-Species-Classification ML-Species-Classification Public

    Classify plants species with remote sensing images and machine learning

    Jupyter Notebook

  2. Automatic-Image-Registration Automatic-Image-Registration Public

    Automatically register an multispectral or hyperspectral image to a reference image using the AROSICS Python library

    Jupyter Notebook 1

  3. Segmentation-Optimal-Scale-Determination Segmentation-Optimal-Scale-Determination Public

    Determine the optimal scale in multispectral and hyperspectral image segmentation

    Jupyter Notebook

  4. Spectral-Indices-and-Plant-Traits Spectral-Indices-and-Plant-Traits Public

    Calculate spectral indices and estimate plant functional traits from the derived indices

    R 1 1

  5. ML-Drought-Detection ML-Drought-Detection Public

    Detecting drought impact on plants with hyperspectral images, spectral indices, and machine learning

    Jupyter Notebook 1

  6. Spectroradiometer-Spectra-Processing Spectroradiometer-Spectra-Processing Public

    Process leaf and field reflectance collected by a field spectroradiometer (ASD, SVC, PSR, PSM)

    Jupyter Notebook