rknaebel / landslideLinks
Research project on building and evaluating deep learning models for landslides detection on satellite images
☆55Updated 6 years ago
Alternatives and similar repositories for landslide
Users that are interested in landslide are comparing it to the libraries listed below
Sorting:
- Machine learning tool to detect landslides from optical satellite imagery☆115Updated 3 years ago
- Landslide susceptibility mapping by deep learning and slope unit☆74Updated 5 years ago
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆46Updated 5 years ago
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Updated 3 years ago
- Landslide susceptibility mapping using Machine Learning - A Danish case study☆55Updated 3 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆97Updated 4 years ago
- ☆45Updated 4 years ago
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆17Updated 4 years ago
- Interferometric Synthetic Aperture Radar for Soil Moisture☆59Updated 6 months ago
- Classifying remote sensing data with random forest☆105Updated 4 years ago
- Landslide Susceptibility Assessment Tools - Project Manager Suite☆45Updated 2 months ago
- A CNN is trained to perform the estimation of the NDVI, using coupled Sentinel-1 and Sentinel-2 time-series.☆38Updated 7 years ago
- A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides☆25Updated 6 years ago
- Land use classification or Landform Mapping on big remote sensing imagery. Specifically, this repo is to delineate landforms due to the t…☆42Updated last week
- This repo is the solution for landslide4Sense challenge.☆54Updated 3 years ago
- Landslide detection using Random Forest model☆17Updated 5 years ago
- InSAR (Interferometric Synthetic Aperture Radar) timeseries analysis in python☆49Updated 6 years ago
- Landslide Susceptibility Assesment Tool☆20Updated 4 years ago
- This is the MULTIPLY repository containing the functionality for SAR pre processing.☆34Updated last year
- LaGriSU v 0.2 (Landslide Grid and Slope Units): binary (1,0) samples extraction tool pack for landslides mapping in QGIS☆27Updated 2 years ago
- MintPy tutorials in Jupyter Notebook☆138Updated 5 months ago
- A deep learning model for surface water mapping based on satellite optical image.☆114Updated 4 years ago
- Tools and libraries for processing satellite images (push-broom, frame and push-frame), including rigorous sensor model (RSM) refinement,…☆92Updated 2 months ago
- ☆41Updated 6 years 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…☆25Updated 3 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆62Updated 3 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆52Updated 11 months ago
- Semantic-segmentation-methods-for-landslide-detection☆30Updated 4 years ago
- Polarimetric Synthetic Aperture Radar (PolSAR) Decomposition Modelling☆38Updated 5 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆27Updated 3 years ago