prhuppertz / Burned_Area_Detection
Detecting Burned Areas with Sentinel-2 remote sensing data using Deep Learning
☆17Updated 3 years ago
Alternatives and similar repositories for Burned_Area_Detection
Users that are interested in Burned_Area_Detection are comparing it to the libraries listed below
Sorting:
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆23Updated last year
- Estimate vegetation height from satellite images using deep learning.☆21Updated 2 years ago
- Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.☆15Updated 3 years ago
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆11Updated 7 months ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆16Updated 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☆26Updated 5 years ago
- geospatial-study☆27Updated 11 months ago
- CD algorithms available in cloudSEN12☆21Updated 2 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆32Updated 2 years ago
- Sentinel-1 and Sentinel-2 land classification over Finland using sklearn Random Forest and SNAP☆11Updated 6 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 4 years ago
- Winter Wheat Yield Estimation from Multi-temporal Remote Sensing Images Based on Convolutional Neural Networks☆17Updated 5 years ago
- ☆13Updated 3 years ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆62Updated 2 years ago
- Translating Landsat 8 to Sentinel-2 using a GAN☆23Updated 4 years ago
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆14Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13Updated 5 years ago
- Deep learning for land cover mapping☆20Updated 3 years ago
- Tensorfolw code for" Reconstructing Geostationary Satellite Land Surface Temperature Imagery Based on Multiscale Feature Connected Convol…☆14Updated 5 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆25Updated 2 years ago
- Object-based Image Analysis (OBIA)☆24Updated 2 years ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- ☆12Updated 3 years ago
- This repository explores object detection and building extraction from high resolution satellite imagery. With Object Based Image Analysi…☆7Updated 4 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated last year
- Remote sensing image processing commonly used in deep learning + change detection☆24Updated last year
- ☆35Updated 2 years ago
- ☆31Updated last month