[IEEE TGRS'23] Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting
☆18Apr 7, 2025Updated 11 months ago
Alternatives and similar repositories for LOAN
Users that are interested in LOAN are comparing it to the libraries listed below
Sorting:
- Notebooks accessing UC3 datasets☆14Dec 30, 2021Updated 4 years ago
- Deep Learning Models for Wildfire Danger Forecasting☆80Sep 1, 2022Updated 3 years ago
- Pytorch implementation of the Double-Step Framework to perform wildfires severity estimation from Sentinel-2 satellite images☆14Nov 10, 2022Updated 3 years ago
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆14Jul 17, 2023Updated 2 years ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Jan 12, 2024Updated 2 years ago
- Code and data for Kuro Siwo flood mapping dataset☆73Sep 24, 2025Updated 5 months ago
- ☆48Feb 9, 2026Updated 3 weeks ago
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆55Sep 22, 2025Updated 5 months ago
- This is the official github repository of "An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions", …☆35Sep 28, 2025Updated 5 months ago
- In this project, we detect forest wildfire from given satellite images using deep learning.☆26May 26, 2019Updated 6 years ago
- Building models that can predict whether an area is at risk of a wildfire or not on satellite images.☆30Jun 22, 2025Updated 8 months ago
- ☆27Mar 18, 2024Updated last year
- Using Vision Transformers for enhanced wildfire detection in satellite images☆30May 14, 2022Updated 3 years ago
- ☆13Aug 5, 2024Updated last year
- (IGARSS 2025) Prototype-based method for agricultural image time series classification.☆45Sep 5, 2024Updated last year
- Teleconnection-driven vision transformers for improved long-term forecasting☆34Nov 1, 2023Updated 2 years ago
- An open and accessible datacube for environmental and earth system monitoring☆38Sep 27, 2024Updated last year
- [TIP2023] [GeleNet] Salient Object Detection in Optical Remote Sensing Images Driven by Transformer☆35May 12, 2024Updated last year
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Dec 15, 2022Updated 3 years ago
- FINN (Fire INventory from NCAR)☆11Jan 28, 2025Updated last year
- Analysis pipeline for the Ames GCM☆12Updated this week
- Python Climate Time Series package☆11Nov 15, 2022Updated 3 years ago
- ☆17Jan 10, 2024Updated 2 years ago
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 3 years ago
- Pytorch code of IGARSS2025 paper "MergeSAM: Unsupervised Change Detection of remote sensing Images Based on the Segment Anything Model"☆18Nov 5, 2025Updated 4 months ago
- This repository contains Matlab code for conducting geostatistical inverse modeling using large atmospheric datasets.☆10Aug 28, 2025Updated 6 months ago
- Small package to download and extract data from the IGRA2 data set.☆13Sep 29, 2020Updated 5 years ago
- ☆10Feb 18, 2026Updated 2 weeks ago
- ☆12Nov 21, 2023Updated 2 years ago
- Air Quality Model Boundary Condition Tools☆11Jan 13, 2026Updated last month
- WRF Modeling System on Distributed Computing Infrastructures☆14Feb 11, 2024Updated 2 years ago
- High-performance Atmospheric Radiation Package☆10Oct 21, 2018Updated 7 years ago
- R&D Python package for processing ICON data with xarray☆10Jul 26, 2023Updated 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…☆60Jan 13, 2025Updated last year
- (AAAI-2025) ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model☆49May 19, 2025Updated 9 months ago
- ☆46Sep 10, 2023Updated 2 years ago
- Implementation of Artificial Intelligence models without using any blackbox or libraries 😎☆10Nov 22, 2018Updated 7 years ago
- What goes up must come down again.☆13Nov 12, 2021Updated 4 years ago
- Clustering using Self-Organizing Maps through Non-Linear Principal Components Analysis - Rainfalls in Southwestern Colombia☆11Jun 15, 2020Updated 5 years ago