lpsmlgeobr / Landslide_segmentation_with_unet
Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes
☆12Updated 2 years ago
Alternatives and similar repositories for Landslide_segmentation_with_unet:
Users that are interested in Landslide_segmentation_with_unet are comparing it to the libraries listed below
- Landslide susceptibility mapping using Machine Learning - A Danish case study☆39Updated 2 years ago
- This tool is to develop an easy-to-use tool package called Landslide Susceptibility Mapping Tool Pack (LSM Tool Pack) for producing lands…☆40Updated last year
- Landslide detection using Random Forest model☆17Updated 4 years ago
- ☆40Updated 3 years ago
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆14Updated 3 years ago
- Landslide susceptibility mapping by deep learning and slope unit☆63Updated 5 years ago
- Landslide Susceptibility Assessment Tools - Project Manager Suite☆42Updated 5 months ago
- ☆14Updated 2 years ago
- Semantic-segmentation-methods-for-landslide-detection☆26Updated 3 years ago
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆42Updated 4 years ago
- Landslide Susceptibility Assesment Tool☆20Updated 3 years ago
- Interferometric Synthetic Aperture Radar for Soil Moisture☆50Updated 7 months ago
- This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava…☆23Updated 2 years ago
- ☆15Updated 5 years ago
- LaGriSU v 0.2 (Landslide Grid and Slope Units): binary (1,0) samples extraction tool pack for landslides mapping in QGIS☆23Updated last year
- By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method …☆18Updated last year
- A python library to estimate likely triggers of mapped landslides☆15Updated 2 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Updated 2 years ago
- Dynamic landslide susceptibility assessment using InSAR techniques☆23Updated last year
- ThomasWangWeiHong / Water-Body-Extraction-from-Very-High-Spatial-Resolution-Remote-Sensing-Data-Based-on-FCNsPython implementation of Convolutional Neural Network (CNN) proposed in academia☆24Updated 5 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆15Updated last year
- Land use classification or Landform Mapping on big remote sensing imagery. Specifically, this repo is to delineate landforms due to the t…☆42Updated this week
- Machine learning tool to detect landslides from optical satellite imagery☆99Updated 2 years ago
- Damage mapping with deep learning on satellite data☆33Updated 3 years ago
- geospatial-study☆27Updated 8 months ago
- SAR Handbook materials - Chapter 4☆15Updated 5 years ago
- Research project on building and evaluating deep learning models for landslides detection on satellite images☆54Updated 5 years ago
- A QGIS plugin to generate polarimetric SAR descriptors.☆36Updated 4 months ago
- A Jupyter-Book containing data recipes for creating HyP3 Sentinel-1 IINSAR_GAMMA and INSAR_ISCE_BURST Small Baseline Subset (SBAS) Time S…☆29Updated last month
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago