Orion-AI-Lab / igarss23_DL4NHLinks
Deep Learning for monitoring and forecasting natural hazards with earth observation data
☆14Updated 2 years ago
Alternatives and similar repositories for igarss23_DL4NH
Users that are interested in igarss23_DL4NH are comparing it to the libraries listed below
Sorting:
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- 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
- Intended for an AMLD 2024 workshop.☆21Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 8 months ago
- Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"☆27Updated 2 years ago
- An open and accessible datacube for environmental and earth system monitoring☆36Updated last year
- Library for smoothing satellite signals☆23Updated 2 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆58Updated 11 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆33Updated 2 years ago
- Computer Vision Approaches to Automate Mapping of Irrigated Lands☆12Updated 2 years ago
- Biomass modeling and mapping of forest biomass in the boreal using NASA's ICESat-2☆17Updated last month
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆35Updated 11 months ago
- This repository contains notebooks and tools to identify snowmelt timing using time series analysis of backscatter of Sentinel-1 C-band S…☆43Updated last year
- This repository contains the classification module of the WorldCereal system.☆80Updated this week
- This repository cointains the source code of the 'pyrsgis' Python package.☆35Updated 3 months ago
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆48Updated 4 years ago
- Models for the EarthNet2021 challenge.☆46Updated 4 months ago
- Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.☆25Updated 3 years ago
- Python version of some usefuly Google Earth Engine utilities (migrated from /users/gena/packages JavaScript)☆29Updated 6 months ago
- Including extents of the High-Mountain Asia region and the sub-resions, as well as the main rivers, lakes and glaciers vector data in th…☆21Updated last month
- The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.☆39Updated 3 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆56Updated 2 years ago
- Adding language to Clay☆13Updated last year
- Scikit-learn applied to mapping and spatial prediction☆52Updated last month
- A Python package for Earth forecasting transformer☆91Updated last year
- Extract Satellite Imagery from public constellations at scale☆77Updated 3 years ago
- Resources for the GRSS IADF School 2023: Label-efficient Deep Learning in Remote Sensing☆12Updated 2 years ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆61Updated this week
- CloudS2Mask is a Sentinel 2 L1C cloud and cloud shadow masking library☆31Updated last year
- Algorithms to derive a land surface phenology product from PlanetScope imagery for AmeriFlux and NEON sites☆17Updated last year