# Submissions for: Landslide Susceptibility Mapping using Machine Learning

|#| Submission | Links |
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|1|[Landslide Susceptibility Mapping Using Neural Networks](https://github.com/KaarnikaA/LandslideSusceptibilitymapping)<br/> This project develops a deep learning model using MATLAB's Deep Learning Toolbox, geospatial features, and remote sensing data to predict and map landslide susceptibility. <br><br> **Authors:** Kaarnika A, Srinidhi B, Balaji S, and Hemanth M <br/> **Affiliation:** Sri Eshwar College of Engineering <br> **Submission Date:** 2024-12-21|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/KaarnikaA/LandslideSusceptibilitymapping) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=KaarnikaA/LandslideSusceptibilitymapping) <br>  <br><br><br> [![Trend: Sustainability](https://img.shields.io/badge/Trend-Sustainability-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Sustainability%20and%20Renewable%20Energy.md)|
|2|[Landslide Susceptibility Mapping Using Machine Learning](https://github.com/JaidevSK/Landslide-Susceptibility-Mapping-using-Machine-Learning-MATLAB-Excellence-in-Innovation-Project)<br/> This MATLAB project trains a cascade forward neural network on geographical parameter maps and historical landslide data to generate landslide susceptibility maps, incorporating innovative ROI segmentation. <br><br> **Authors:** Jaidev Khalane <br/> **Affiliation:** Indian Institute of Technology Gandhinagar <br> **Submission Date:** 2023-11-04|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/JaidevSK/Landslide-Susceptibility-Mapping-using-Machine-Learning-MATLAB-Excellence-in-Innovation-Project) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=JaidevSK/Landslide-Susceptibility-Mapping-using-Machine-Learning-MATLAB-Excellence-in-Innovation-Project) <br> [![YouTube Video](https://img.shields.io/badge/Watch%20Video-FF0000?style=flat&logo=youtube&logoColor=white)](https://www.youtube.com/watch?v=fkEds4x_Jz8) <br><br><br> [![Trend: Sustainability](https://img.shields.io/badge/Trend-Sustainability-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Sustainability%20and%20Renewable%20Energy.md)|