ml-clim / drought-predictionLinks
A Machine Learning Pipeline to Predict Vegetation Health
☆31Updated 5 years ago
Alternatives and similar repositories for drought-prediction
Users that are interested in drought-prediction are comparing it to the libraries listed below
Sorting:
- Experimental code for loading/saving XArray DataArrays to Geographic Rasters using rasterio☆22Updated 8 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 6 years ago
- HarvestStat-Africa: Open Access Harmonized Subnational Crop Statistics☆24Updated 2 months ago
- Python toolkit to do direct damage assessments for natural hazards☆21Updated last month
- Spatial cross-validation in Python.☆47Updated last year
- Publication quality maps using Earth Engine and Cartopy☆47Updated 6 years ago
- A thin client library to use the API of the ISIMIP repository using Python.☆12Updated last month
- Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery☆23Updated 2 years ago
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 2 years ago
- Scraping, parsing, and analyzing every public Earth Engine repository☆19Updated 3 years ago
- some tools for accessing OCO-2 data☆43Updated 4 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- ☆22Updated 4 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 3 years ago
- Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time se…☆26Updated 3 years ago
- A python jupyter notebook with a GUI using ipywidgets and the geemap python package for interactive surface water mapping using Google Ea…☆33Updated 6 months ago
- ☆38Updated 2 months ago
- ☆25Updated 2 years ago
- Calculate the ET-SCI climate extremes indices☆54Updated last week
- ☆17Updated last year
- Spectral endmembers and unmixing tools for satellite land cover mapping.☆24Updated last year
- Earth Observation dataset preprocessing tools for Deep Learning☆38Updated 9 months ago
- caliver: CALIbration and VERification of gridded fire danger models☆18Updated 3 years ago
- This repository contains a Jupyter Notebook for automatic flood extent mapping using space-based information.☆42Updated 2 years ago
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆36Updated 2 years ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆19Updated 3 years ago
- A land use land cover disaggregation and change detection model☆30Updated 2 months ago
- ENGN3903 - Environmental Sensing, Mapping and Modelling☆16Updated 2 months ago
- Visualized QA/QC of weather station data☆23Updated 3 months ago
- Gaussian Process emulators in Python☆18Updated 6 years ago