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:
- Spatial cross-validation in Python.☆47Updated last year
- some tools for accessing OCO-2 data☆43Updated 4 years ago
- A CNN for remotely sensed imagery, with emphasis on the IO pipeline to construct and apply the model.☆26Updated 4 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 6 years ago
- Python toolkit to do direct damage assessments for natural hazards☆21Updated 3 weeks ago
- Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery☆23Updated 2 years ago
- Calculate the ET-SCI climate extremes indices☆55Updated last month
- A thin client library to use the API of the ISIMIP repository using Python.☆13Updated 3 months ago
- Machine learning to better predict and understand drought. Moving github.com/ml-clim☆93Updated 3 years ago
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆36Updated 3 years ago
- Spectral endmembers and unmixing tools for satellite land cover mapping.☆24Updated last year
- Publication quality maps using Earth Engine and Cartopy☆47Updated 6 years ago
- Get Sentinel-2 data from Google Earth Engine and compute biophysical parameters using SNAP Biophysical processor code(python implemetatio…☆19Updated 5 months ago
- Experimental code for loading/saving XArray DataArrays to Geographic Rasters using rasterio☆22Updated 8 years ago
- Delineating watershed basins and computing attribute statistics using Google Earth Engine☆35Updated this week
- A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python☆49Updated 4 years ago
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 2 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 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 7 months ago
- ENGN3903 - Environmental Sensing, Mapping and Modelling☆18Updated this week
- ☆21Updated 2 years ago
- Catchment Attributes and Meteorology for Large-sample Studies☆34Updated 2 years ago
- A ninja python package that unifies the Google Earth Engine ecosystem.☆63Updated this week
- Python (Google Earth Engine), JavaScript (Google Earth Engine) and R code to extract river ice condition from Landsat satellites, to deve…☆28Updated 5 years ago
- Get Landsat surface reflectance time-series from google earth engine☆60Updated 5 years ago
- Code and examples of how to estimate transpiration from eddy covariance data.☆23Updated last year
- ☆22Updated 4 years ago
- From Sentinel 2 TOA reflectance to LAI☆21Updated 4 years ago
- Forecasting wildfire danger using deep learning.☆53Updated 3 years ago
- A land use land cover disaggregation and change detection model☆30Updated 4 months ago