Orion-AI-Lab / mesogeos
A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger forecasting, burned area prediction, etc
☆47Updated last month
Alternatives and similar repositories for mesogeos:
Users that are interested in mesogeos are comparing it to the libraries listed below
- Teleconnection-driven vision transformers for improved long-term forecasting☆28Updated last year
- An open and accessible datacube for environmental and earth system monitoring☆20Updated 4 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 7 months ago
- Models for the EarthNet2021 challenge.☆43Updated 5 months ago
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆13Updated last year
- Buteo - Geospatial Analysis Meets AI☆27Updated 2 weeks ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- Starter-pack for the AI4EO Food Security Challenge☆22Updated last year
- Hydro -- A Foundation Model for Water in Satellite Imagery☆52Updated 2 weeks ago
- Repo for testing foundation models☆44Updated last year
- Annual and in-season crop mapping in Kenya☆24Updated 3 years ago
- ☆56Updated 7 months ago
- A Python package for Earth forecasting transformer☆80Updated 7 months ago
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆28Updated last week
- [TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations☆24Updated 2 years ago
- Automatically create machine learning datasets from satellite images☆42Updated 2 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated 6 months ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆20Updated last week
- Code and data for Kuro Siwo flood mapping dataset☆53Updated last week
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆36Updated 4 months ago
- MuseoToolBox : a python library for remote sensing scripts☆37Updated 4 years ago
- FlipnSlide: A Python Package for for Preserving Spatial Context when Preprocessing Large Scientific Images☆12Updated 7 months ago
- This repository contains the classification module of the WorldCereal system.☆44Updated this week
- A multivariate algorithm to detect breakpoints using multispectral time series.☆11Updated 5 months ago
- ☆12Updated last week
- Data access package for the SubseasonalClimateUSA dataset☆29Updated 3 months ago
- Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models☆47Updated 3 weeks ago
- Deep Learning Models for Wildfire Danger Forecasting☆67Updated 2 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆93Updated 3 months ago
- Dynamically create image chips from STAC items☆28Updated last week