ml-clim / drought-prediction
A Machine Learning Pipeline to Predict Vegetation Health
☆31Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for drought-prediction
- Get Sentinel-2 data from Google Earth Engine and compute biophysical parameters using SNAP Biophysical processor code(python implemetatio…☆17Updated this week
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆27Updated 3 years ago
- Spatial cross-validation in Python.☆44Updated 6 months ago
- Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery☆24Updated 2 years ago
- some tools for accessing OCO-2 data☆42Updated 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 2 years ago
- MuseoToolBox : a python library for remote sensing scripts☆35Updated 4 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 5 years ago
- ENGN3903 - Environmental Sensing, Mapping and Modelling☆16Updated last month
- Publication quality maps using Earth Engine and Cartopy☆47Updated 5 years ago
- Code used to identify and analyze drought clusters from gridded data.☆22Updated 2 years ago
- Interactive Code Editor-style reprs for Earth Engine objects in a Jupyter notebook☆34Updated 8 months ago
- ☆21Updated 4 years ago
- Python toolkit to do direct damage assessments for natural hazards☆20Updated this week
- A comparison of global 10m land use land cover datasets☆10Updated 2 years ago
- Get Landsat surface reflectance time-series from google earth engine☆58Updated 5 years ago
- ☆14Updated 9 months ago
- ☆20Updated last year
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆18Updated 2 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- Code for estimating ET using the alternative to the Penman-Monteith equation given in McColl et al. (2020, WRR)☆12Updated 4 years ago
- Precision agriculture in the embedding space☆21Updated 10 months ago
- ☆22Updated 3 years ago
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆32Updated 2 years ago
- A curated list supporting the use of Sentinel-1 and Sentinel-2 analysis-ready data (ARD) in the UK☆23Updated 2 years ago
- Statistical Analysis used to estimate global river and stream surface area from the GRWL Database☆27Updated 6 years ago
- An introduction to netcdf files in R, python, and matlab☆30Updated 8 years ago
- run theory to characterize drought indices☆18Updated 3 years ago
- Footprint estimation and analysis for eddy covariance flux tower data☆17Updated 3 months ago