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33 search results found

Airborne LiDAR data manipulation and visualisation for forestry application

Satellite image time series in R

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Getspatialdata ⭐ 266

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

Rstoolbox ⭐ 246

Remote Sensing Data Analysis in R 🛰

Whiteboxr ⭐ 166

WhiteboxTools R Frontend

Modistsp ⭐ 146

An "R" package for automatic download and preprocessing of MODIS Land Products Time Series

Movevis ⭐ 111

An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.

Manjaro Linux ⭐ 91

Shell scripts for setting up Manjaro Linux for Python programming and deep learning

Ee_extra ⭐ 57

A ninja python package that unifies the Google Earth Engine ecosystem.

Bayesian_lsp ⭐ 37

A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.

Search, composite, and download 'Google Earth Engine' imagery with the 'Python' module 'geedim'

Waterquality ⭐ 33

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

Biodivmapr ⭐ 31

biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images

UAV related Remote Sensing Toolbox

Sentinel 1 Sar Vegetation Indices ⭐ 27

This repository contains a pipeline blending Python and R features, first to: download, preprocess, and compute Sentinel-1 SAR vegetation indices (all in Python); following for image sampling in R.

Phenocamr ⭐ 20

An R Interface and Post-Processing Framework for PhenoCam Web Services

Remote Sensing for Movement Ecology

Awesome Asi ⭐ 17

A curated list of Awesome Spectral Indices (ASI) resources

SVIT is an algorithm developed for the Satellite Vegetation Indices Trend analysis in the work Baldo et al., 2023. In this repository you can find the replicable R codes for the analysis and the validation statistical tests.

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 website

Retrieval 2016 Remote ⭐ 13

Multi-Label Remote Sensing Image Retrieval By Using Deep Features

Ee Land Change ⭐ 13

Google Earth Engine land-use change tutorial for SCBI

Source codes for X-STILT(NOx) [Wu et al., 2018, 2023] based on STILT-R version 2 [Fasoli et al., 2018] and STILT [Lin et al., 2003].

Post-disturbance regrowth monitoring using Landsat Time Series (LTS)

R package to support Remote Sensing oriented field work

Snow Dur Analysis ⭐ 10

Google Earth Engine, Python and R scripts for analysing and visualising MODIS snow duration data in British Columbia

Cropphenology ⭐ 8

This repository holds the code for an R package called CropPhenology. The package extracts phenological information of crops from multi temporal remote sensing vegetation index images

Intro2r Spatial ⭐ 6

A crash course in analysing spatial patterns of the landscape using R

A deep learning-based method to infer leaf angle variation from photographs.

Remote Sensing For Biomass Estimation ⭐ 6

This repository includes biomass estimation workflows using remote sensing data including capacity building materials.

OpenGeoHub 2023 Workshop: "Unsupervised classification (clustering) of satellite images"

Spatial_data_in_r ⭐ 5

🌌 SWIRL-course on spatial data in R 🌐

The FOTO (Fourier Transform Textural Ordination) R package.

Interface to the NASA AppEEARS API

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