lorenzonava96 / Landslide-mapping-on-SAR-data-by-Attention-U-NetLinks
This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava et al (2022). With this repository files you can train the Attention U-Net segmentation model on Sentinel-1 SAR amplitude landslide data sampled for the Hokkaido multiple landslide event of September 2018.
☆24Updated 2 years ago
Alternatives and similar repositories for Landslide-mapping-on-SAR-data-by-Attention-U-Net
Users that are interested in Landslide-mapping-on-SAR-data-by-Attention-U-Net are comparing it to the libraries listed below
Sorting:
- A QGIS plugin to generate polarimetric SAR descriptors.☆39Updated 2 weeks ago
- ☆43Updated last week
- ☆18Updated 2 years ago
- Interferometric Synthetic Aperture Radar for Soil Moisture☆53Updated 3 weeks ago
- Notebooks for Yunjun et al. (2019) on the MintPy software☆25Updated 3 years ago
- SAR Handbook materials - Chapter 4☆15Updated 5 years ago
- This tutorial approaches Synthetic Aperture Radar (SAR) as one more data modality to be integrated into Machine Learning applications, in…☆29Updated 8 months ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆17Updated last year
- A Jupyter-Book containing data recipes for creating HyP3 Sentinel-1 IINSAR_GAMMA and INSAR_ISCE_BURST Small Baseline Subset (SBAS) Time S…☆37Updated this week
- Damage mapping with deep learning on satellite data☆34Updated 3 years ago
- Uses ASF API to search for Sentinel-1 IW mode data based on keywords including geolocation, then downloads from either AWS Southeast Asia…☆38Updated 10 months ago
- ☆42Updated 4 years ago
- This is the MULTIPLY repository containing the functionality for SAR pre processing.☆33Updated last year
- A repository that contains a workflow for performing InSAR timeseries analyses with UAVSAR data. The workflow is primarily used by Forres…☆19Updated 3 years ago
- Landslide detection using Random Forest model☆17Updated 4 years ago
- Polarimetric Synthetic Aperture Radar (PolSAR) Decomposition Modelling☆34Updated 4 years ago
- This implementation uses python to seamlessly integrate Sentinel-1 SAR image preparation in GEE with deep learning in Tensorflow for SAR …☆28Updated 8 months ago
- Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine☆52Updated 4 years ago
- Repository for the paper Enhancing Land Subsidence Awareness via InSAR Data and Deep Transformers☆12Updated 3 years ago
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆14Updated 2 years ago
- Automatic generation of Interferograms, displacement and interferometric coherence maps in python☆10Updated 4 years ago
- ☆26Updated 5 years ago
- ☆11Updated last year
- Source files for Docker image mort/sardocker/☆28Updated 8 years ago
- COregistered Multi-temPorAl Sar Slc☆45Updated last month
- Sentinel-1 SAR in Python. Work with Metadata, Download Images, Load image, Calibrate the images, Speckle Filter the images. In short: Wo…☆35Updated 2 years ago
- Rapid Analysis of ICESat-2 Data☆15Updated 2 years ago
- Python tools to download, convert, and visualize UAVSAR images.☆21Updated 6 months ago
- This repo implements a complex-valued multi-stream fully convolutional network for PolSAR data despeckling.☆18Updated 4 years ago