Orion-AI-Lab / wildfire_forecastingLinks
Deep Learning Models for Wildfire Danger Forecasting
☆78Updated 3 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:
- A Python package for Earth forecasting transformer☆91Updated last year
- A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.☆88Updated last year
- Teleconnection-driven vision transformers for improved long-term forecasting☆33Updated 2 years ago
- ☆164Updated 3 years ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆61Updated this week
- Python-based extractor of vegetation metrics from satellite-based vegetation time-series imagery.☆93Updated 5 months ago
- Machine learning for satellite image time series☆27Updated 6 years ago
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆35Updated 11 months ago
- Sentinel 2 and Landsat 8 Atmospheric correction☆38Updated last year
- Tool to collect training and reference data for the measures project at Boston University☆17Updated 4 years ago
- Archive. Updated materials can be found here: https://github.com/nsidc/NSIDC-Data-Tutorials/tree/main/notebooks/SMAP☆48Updated 3 months ago
- ☆43Updated 2 years ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆59Updated last year
- Functions and Python scripts to ingest ERA5 data into Google Earth Engine☆89Updated 4 years ago
- OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.☆120Updated 2 weeks ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆48Updated last year
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆25Updated 2 years ago
- A new open source and web tool to estimate actual ET based on SEBAL model.☆39Updated last year
- This repository contains the classification module of the WorldCereal system.☆80Updated this week
- Models for the EarthNet2021 challenge.☆46Updated 4 months ago
- Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Model…☆67Updated last year
- From Sentinel 2 TOA reflectance to LAI☆21Updated 5 years ago
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆28Updated 4 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆27Updated 3 years ago
- ☆22Updated 5 years ago
- ☆45Updated 4 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.☆25Updated 3 years ago
- The Optical Reef and Coastal Area Assessment (ORCAA) tool in Google Earth Engine allows users to monitor, track, and evaluate water param…☆14Updated 5 years ago
- A scalable implimentation of HANTS for time sereis reconstruction in remote sensing on Google Earth Engine platform☆49Updated last year