scumechanics / Landslide-Susceptibility-Prediction-Using-Machine-Learning-Algorithms
Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslides or not based on Explainable Artificial Intelligence to solve the challenging BlackBox problem of state art Artificial Intelligence based methods.
☆14Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Landslide-Susceptibility-Prediction-Using-Machine-Learning-Algorithms
- Landslide susceptibility mapping using Machine Learning - A Danish case study☆35Updated 2 years ago
- Landslide Susceptibility Assessment Tools - Project Manager Suite☆41Updated 2 months ago
- Landslide Susceptibility Assesment Tool☆19Updated 3 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 susceptibility mapping by deep learning and slope unit☆61Updated 4 years ago
- LaGriSU v 0.2 (Landslide Grid and Slope Units): binary (1,0) samples extraction tool pack for landslides mapping in QGIS☆22Updated last year
- Landslide Susceptibility Mapping by a Meta-learning Way☆23Updated 10 months ago
- Dynamic landslide susceptibility assessment using InSAR techniques☆20Updated last year
- Automatic identification of active landslides over wide areas from multi-source InSAR measurements using Faster RCNN☆38Updated 4 months ago
- Interferometric Synthetic Aperture Radar for Soil Moisture☆47Updated 4 months ago
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆12Updated last year
- Parallel InSAR processing for Time-series analysis☆52Updated 2 years ago
- A Jupyter-Book containing data recipes for creating HyP3 Sentinel-1 IINSAR_GAMMA and INSAR_ISCE_BURST Small Baseline Subset (SBAS) Time S…☆21Updated last month
- Landslide Susceptiblity Mapping☆15Updated 3 years ago
- Landslide Susceptibility Mapping in Mila Basin, Algeria☆17Updated 5 years ago
- ☆8Updated 4 years ago
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆38Updated 4 years ago
- ☆14Updated last year
- Machine learning-assisted Python tool for landslide susceptibility mapping and uncertainty analysis.☆17Updated 6 months ago
- This AMSTer Software is dedicated to automatic SAR/InSAR mass processing for amplitude, coherence or deformation time series. It can also…☆20Updated 3 months ago
- Landslides analysis, ArcGIS, Python and R☆14Updated 4 years ago
- Machine learning tool to detect landslides from optical satellite imagery☆89Updated last year
- Cluster analysis of displacement in (InSAR) time series data☆12Updated 4 years ago
- Tutorials in Jupyter Notebook for MintPy☆107Updated last month
- Shiny application to visualize DInSAR results processed by StaMPS/MTI☆44Updated 2 years ago
- InSAR phase linking library for PS/DS processing☆60Updated this week
- Processing of autorift pixel offset data with mintpy☆27Updated 2 years ago
- SAR Handbook materials - Chapter 4☆15Updated 4 years ago
- A QGIS plugin to generate polarimetric SAR descriptors.☆35Updated 3 weeks ago
- Documentation on the bachelor thesis: AN ASSESMENT OF SENTINEL-1 RADAR IMAGERY TIME-SERIES ANAYLIS FOR MONITORING SEASONAL SURFACE SUBSID…☆39Updated 3 years ago