Orion-AI-Lab / wildfire_forecastingLinks
Deep Learning Models for Wildfire Danger Forecasting
☆71Updated 2 years ago
Alternatives and similar repositories for wildfire_forecasting
Users that are interested in wildfire_forecasting are comparing it to the libraries listed below
Sorting:
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- Python-based extractor of vegetation metrics from satellite-based vegetation time-series imagery.☆82Updated 4 years ago
- The latest news about my work on GEE☆26Updated 11 months ago
- A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.☆82Updated 11 months ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆23Updated last year
- ☆55Updated 2 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆21Updated 3 years ago
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆27Updated 4 years ago
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆26Updated 3 months ago
- A scalable implimentation of HANTS for time sereis reconstruction in remote sensing on Google Earth Engine platform☆47Updated 9 months ago
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆13Updated 3 years ago
- ☆22Updated 4 years ago
- ☆17Updated last year
- This repository contains the classification module of the WorldCereal system.☆50Updated this week
- Machine learning for satellite image time series☆27Updated 5 years ago
- Employing a data-driven approach to generate Leaf Area Index (LAI) maps from Landsat images over CONUS☆73Updated 4 months ago
- ☆35Updated this week
- From Sentinel 2 TOA reflectance to LAI☆21Updated 4 years ago
- Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover☆15Updated 2 years ago
- ☆53Updated 3 months ago
- The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.☆36Updated 2 years ago
- SIAC GEE version☆63Updated 4 years ago
- A Python package for Earth forecasting transformer☆86Updated 11 months ago
- A tool to downscale Landsat Land Surface Temperature to 10 m using Sentinel-2 data in GEE. Attachment for the article in Remote Sensing: …☆53Updated 11 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆31Updated last year
- Python implementation of Data Mining Sharpener☆43Updated 3 months ago
- Drought analysis with Google Earth Engine. (Compare SPEI with NDVI anomalies)☆49Updated 5 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆29Updated 11 months ago
- Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.☆21Updated 3 years ago
- It contains Google Earth Engine codes (JavaScript API) to process Sentinel-1 and Landsat 8 images to compute SAR and optical vegetation i…☆32Updated 11 months ago