prs-eth / sentinel_lakeice
[ISPRS Congress 2020] Lake Ice Detection from Sentinel-1 SAR with Deep Learning (Deeplabv3+, Tensorflow). The data was collected from Google Earth Engine platform.
☆36Updated last year
Alternatives and similar repositories for sentinel_lakeice:
Users that are interested in sentinel_lakeice are comparing it to the libraries listed below
- The STARFM fusion model for Python☆137Updated 2 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 implementation uses python to seamlessly integrate Sentinel-1 SAR image preparation in GEE with deep learning in Tensorflow for SAR …☆28Updated 5 months ago
- Interferometric Synthetic Aperture Radar for Soil Moisture☆50Updated 9 months ago
- ☆53Updated 2 years ago
- A QGIS plugin to generate polarimetric SAR descriptors.☆36Updated 5 months ago
- Translating Landsat 8 to Sentinel-2 using a GAN☆22Updated 4 years ago
- InSAR (Interferometric Synthetic Aperture Radar) timeseries analysis in python☆48Updated 5 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆32Updated 2 years ago
- These are a set of functions to apply a fully convolutional network on a multi-temporal SAR images for semantic segmentation.☆15Updated 4 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- Sentinel-1 image pre-processing using snappy.☆92Updated 3 years ago
- Seamless Flood Mapping Using Harmonized Landsat and Sentinel-2 Data☆11Updated 4 months ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆38Updated 4 years ago
- Polarimetric Synthetic Aperture Radar (PolSAR) Decomposition Modelling☆34Updated 4 years ago
- Damage mapping with deep learning on satellite data☆34Updated 3 years ago
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆29Updated 8 months ago
- ☆38Updated 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☆25Updated 5 years ago
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆99Updated 4 months ago
- Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine☆48Updated 4 years ago
- This repo implements a complex-valued multi-stream fully convolutional network for PolSAR data despeckling.☆18Updated 3 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆26Updated 2 years ago
- ☆57Updated 3 years ago
- Landslide detection using Random Forest model☆17Updated 4 years ago
- Tools and Earth Engine apps to interact with the outputs from the CCDC algorithm☆76Updated last year
- This software performs the automated forest height inversion and mosaicking from spaceborne repeat-pass L-band HV-pol InSAR correlation m…☆68Updated 4 years ago
- geospatial-study☆27Updated 9 months ago
- Wall-to-Wall Above-ground Biomass Estimation with ALOS-2 PALSAR-2 L-Band SAR Data and GEDI☆21Updated 2 months ago
- This code represents a processing workflow for the unsupervised detection and mapping of burned areas using SAR Sentinel-1 (S-1) satellit…☆9Updated 4 years ago