OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.

Data and code for the paper "Satellite detection of canopy-scale tree mortality and survival from California wildfires with spatio-temporal deep learning"

An advanced dorsiventral leaf radiative transfer model for simulating multi-angular and spectral reflection: considering asymmetry of leaf internal and surface structure

SCOPE is a simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.

Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic carbon content prediction with long time series of MODIS-base…

A multiprocessing pipeline for inverting key parameters of the PROSAIL radiative transfer model across a hyperspectral image.

A comparison between AROSICS and GEFOLKI algorithms.

Program to calculate line-of-sight visibility given height map data.

Inversion of RTMs with machine learning models for LAI retrieval

A Python-backend for radiative transfer model inversion for crop trait retrieval

A collection of files to compute BRDF kernel weights with the Generalized Singular Value Decomposition

BRDF modelling using linear kernel models

waveform LiDAR data processing and analysis

A tool to convert QGroundControl generated .kml files into DJI Fly ready .kmz files

处理无人机影像的代码，使用了OpenMVG，openMVS以及GDAL库等，实现影像几何校正，影像拼接，点云生成等功能

Convert DJI drone kml file to kmz file

Prediction of rainfall which varies both spatially and temporally is extremely challenging. Infrared and visible spectral data from satellites have been extensively used for rainfall prediction. In…

A hyperspectral remote sensing image classification model for inclusion and reproduction.

integrating deepForest, lidR and SAM to extract tree crown superpixels

Deep Learning for Land-cover Classification in Hyperspectral Images.

A repo for a deep transfer learning framework for mapping high spatiotemporal resolution LAI

Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)

This repository contains the code to reproduce the article (https://doi.org/10.1007/s11119-024-10133-0). The presented method allows to extract oblique and nadir viewing angles from UAV-mounted, mu…

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

Repository of the code used the publication titled: "Exploring the impact of noise on hybrid inversion of PROSAIL RTM on Sentinel-2 data

Assignment: Inverting Leaf Area Index (LAI) with MODIS data and ProSAIL model

R package dedicated to the PROSAIL canopy reflectance model. The package allows running PROSAIL in direct and inverse modes, with various inversion strategies. A tutorial can be found on the gitlab…