HannaMao / Gap-Filling-of-Soil-MoistureLinks
Code for paper Gap Filling of High-Resolution Soil Moisture for SMAP/Sentinel-1: A Two-Layer Machine Learning-Based Framework .
☆23Updated 5 years ago
Alternatives and similar repositories for Gap-Filling-of-Soil-Moisture
Users that are interested in Gap-Filling-of-Soil-Moisture are comparing it to the libraries listed below
Sorting:
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆14Updated 2 years ago
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019☆29Updated 3 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆27Updated 3 years ago
- ☆64Updated 4 years ago
- Algorithm for COntinuous monitoring of Land Disturbance (COLD) using Landsat time series. It can detect many kinds of land disturbance co…☆24Updated 2 years ago
- Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover☆16Updated 3 years ago
- Mapping vegetation properties in Google Earth Engine using GPR models and the Sentinel-2 L1C product.☆25Updated 3 years ago
- ☆22Updated 5 years ago
- Estimate PM2.5/PM10 from satellite imagery☆10Updated 3 months ago
- A QGIS plugin to generate polarimetric SAR descriptors.☆40Updated last month
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆25Updated 2 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…☆25Updated 3 years ago
- Python implementation of STARFM(SPATIAL AND TEMPORAL ADAPTIVE REFLECTANCE FUSION MODEL) algorithm☆26Updated 5 years ago
- A CNN is trained to perform the estimation of the NDVI, using coupled Sentinel-1 and Sentinel-2 time-series.☆38Updated 7 years ago
- Multitemporal Cloud Masking in the Google Earth Engine☆72Updated 2 years ago
- STSG_v1 IDL codes for the reconstruction of NDVI time-series data☆15Updated 7 years ago
- A scalable implimentation of HANTS for time sereis reconstruction in remote sensing on Google Earth Engine platform☆49Updated last year
- Hyperspectral image processing library☆74Updated 2 months ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆21Updated last year
- ☆15Updated 2 years ago
- Tool for comparing International Soil Moisture Network (ISMN) sensor data with Sentinel-1 SAR backscatter from Google Earth Engine (GEE)☆19Updated 5 years ago
- User-Defined Functions for FORCE☆15Updated 5 months ago
- The STARFM fusion model for Python☆146Updated 2 years ago
- ☆46Updated 2 weeks ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆24Updated 3 years ago
- Code to process ICESat-2 ATL03 photon returns into refraction corrected bathymetry and collocate the data to reflectance values from Land…☆18Updated 3 years ago
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆104Updated last year
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆27Updated 4 years ago
- ☆58Updated 2 years ago
- This repository is a python implementation of the Harmonic ANalysis of Time Series (HANTS) applied to geographic data. The python module …☆53Updated 7 years ago