By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method also offers the adaptability of re-training a pretrained model to identify landslides caused by both rainfall and earthquakes on different target locations.
☆22Jun 21, 2023Updated 2 years ago
Alternatives and similar repositories for Large-scale-multi-spatiotemporal-landslide-mapping
Users that are interested in Large-scale-multi-spatiotemporal-landslide-mapping are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- QGIS plugin created as a preprocessor of the fslam code.☆12May 4, 2021Updated 4 years ago
- Lslide package provides functions for the automated dection of landslides using high-resolution LiDAR DTM data, open-source software, and…☆10Mar 12, 2022Updated 4 years ago
- ☆21Oct 19, 2022Updated 3 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…☆26Oct 5, 2022Updated 3 years ago
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆17Jul 20, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆17Jun 4, 2024Updated last year
- HMS Smoke Explorer: To visualize NOAA's Hazard Mapping System (HMS) smoke product☆20Jan 23, 2026Updated 2 months ago
- Automatic generation of Interferograms, displacement and interferometric coherence maps in python☆10Apr 30, 2021Updated 4 years ago
- Machine learning tool to detect landslides from optical satellite imagery☆123Dec 8, 2022Updated 3 years ago
- A. Moghimi, M. Welzel, T. Celik, and T. Schlurmann, "A Comparative Performance Analysis of Popular Deep Learning Models and Segment Anyth…☆28Dec 30, 2024Updated last year
- A repo for the WebGIS with Open source blog series☆19May 12, 2021Updated 4 years ago
- Repository for the paper "SAR-based landslide classification pretraining leads to better segmentation"☆34Nov 21, 2022Updated 3 years ago
- A Sentinel-1 and HyP3 workflow for identifying landslide activity using an InSAR SBAS analysis.☆32Feb 3, 2022Updated 4 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆99Sep 25, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Remote-sensing-based crop mapping implemented using UNet architecture☆13Mar 26, 2021Updated 5 years ago
- Repository for the paper "Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes"☆45Jun 15, 2024Updated last year
- 🛰️ TerraTrack is an open-source workflow for detecting and monitoring slow-moving landslides using Sentinel-2 imagery and optical featur…☆15Feb 16, 2026Updated last month
- A Jupyter Book of data recipes to support the January 2024 NISAR Early Adopters Workshop☆12May 8, 2024Updated last year
- Implementation of `Towards fully autonomous seismic networks: backprojecting deep-learning-based phase time functions for earthquake moni…☆11Mar 13, 2022Updated 4 years ago
- 刘老师团队选拔:深度学习Pytorch框架构建Unet模型识别滑坡☆10Mar 27, 2021Updated 5 years ago
- Multi-scale conditional simulation of random fields☆11Jun 10, 2024Updated last year
- ☆15May 31, 2024Updated last year
- Thresh – Software for Tracking Rainfall Thresholds for Landslide and Debris Flow Occurrence (A collection of Fortran programs, Python scr…☆13Mar 30, 2018Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- An R package to retrieve the centerline of polygons☆38Dec 24, 2025Updated 3 months ago
- Bias Correction Tool for GPM precipitation data☆11Jul 12, 2022Updated 3 years ago
- Improved DeepLabV3+ model for landslide identification in high-resolution remote sensing images after earthquakes☆29Mar 13, 2025Updated last year
- ☆14Oct 10, 2024Updated last year
- The effect of copulas on time-variant reliability involving time-continuous stochastic processes☆11Mar 8, 2017Updated 9 years ago
- 一步步理解基于pytorch实现yolo-v3过程☆12Aug 10, 2018Updated 7 years ago
- DEPRECATED: Please use xDEM : https://github.com/Glaciohack/xdem☆38Apr 15, 2025Updated 11 months ago
- ☆46May 10, 2021Updated 4 years ago
- Lisem Integrated Spatial Earth Modeller☆21Dec 12, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- U-Net augmented with dilated convolution and attention module for landslide segmentation☆15Nov 21, 2022Updated 3 years ago
- Workshop materials for the Getting the most out of GeoPandas 1.0 session at GeoPython 2024☆13May 27, 2024Updated last year
- Implementation for SCDUNet++☆17Nov 6, 2025Updated 4 months ago
- This is the official implementation of Real-time Earthquake Detection and Phase-picking with multi-task Attention Network☆17Jan 19, 2026Updated 2 months ago
- Optimal Multivariate-stratification Geographical Detector model☆21Nov 10, 2024Updated last year
- graphical user interface for developing, evaluating and selecting machine learning models☆10Nov 22, 2022Updated 3 years ago
- Matlab implementation of STREAM model☆20May 10, 2021Updated 4 years ago