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Projects in Awesome Lists tagged with remote-sensing

A curated list of projects in awesome lists tagged with remote-sensing .

https://github.com/geoyee/labcd

遥感变化检测标注工具『Remote sensing change detection annotation tool』

annotation-tool change-detection cpp gdal opencv qt6 remote-sensing

Last synced: 28 Sep 2024

https://github.com/gbrunner/programming-for-gis-and-rs

Materials for the Intro to Programming for GIS and Remote Sensing Course that I teach at Saint Louis University. They include the updates I made for the spring 2020 and fall 2020 semesters.

gis python remote-sensing saint-louis slu

Last synced: 03 Aug 2024

https://github.com/xiaoyuan1996/retrievalSystem

The back-end of cross-modal retrieval system，wihch will contain services such as semantic location .etc

remote-sensing semantic-localization text-image-retrieval

Last synced: 03 Aug 2024

https://github.com/space-physics/piradar

Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing

geoscience ionosphere radar raspberry-pi red-pitaya remote-sensing space-physics

Last synced: 01 Aug 2024

https://github.com/MinZHANG-WHU/FDCNN

The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method

caffe change-detection deep-learning multi-scale multi-sensor pycaffe remote-sensing siamese-network

Last synced: 01 Aug 2024

https://github.com/eco-hydro/phenofit

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit

phenology remote-sensing

Last synced: 03 Aug 2024

https://github.com/gee-community/ee-runner

Command-line runner for Google Earth Engine Playground scripts

cloud-computing gis google-earth-engine landsat remote-sensing

Last synced: 31 Jul 2024

https://github.com/yannforget/pylandsat

Search, download, and preprocess Landsat imagery 🛰️

earth-observation gis landsat remote-sensing

Last synced: 03 Aug 2024

https://github.com/osgeonepal/geotile

GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)

geotile geotiler gis gistile map-tiles python raster remote-sensing satellite-imagery spatialdata tiff tiff-tile tiles tiling tiling-image

Last synced: 01 Aug 2024

https://github.com/Z-Zheng/ChangeOS

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

building-damage-assessment change-detection deep-learning object-based-image-analysis remote-sensing

Last synced: 03 Aug 2024

https://github.com/jgomezdans/get_modis

Downloading MODIS data from the USGS repository

earth-observation python remote-sensing

Last synced: 03 Aug 2024

https://github.com/lukasliebel/dfc2020_baseline

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

deep-learning earth-observation pytorch remote-sensing

Last synced: 07 Aug 2024

https://github.com/ytarazona/ForesToolboxRS

Remote Sensing Tools for Forest Monitoring

change-detection deforestation machine-learning remote-sensing

Last synced: 03 Aug 2024

https://github.com/GeoscienceAustralia/dea-coastlines

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

coastal-change coastal-dynamics coastlines dea digitalearthaustralia earth-observation erosion geospatial gis jupyter-notebook opendatacube python remote-sensing satellite-imagery

Last synced: 03 Aug 2024

https://github.com/kdmayer/3D-PV-Locator

Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

ai climate-change computer-vision deep-learning deeplabv3 deepsolar inception-v3 network-planning neurips-2020 pv-systems remote-sensing renewable-energy satellite-imagery solar solar-panels

Last synced: 03 Aug 2024

https://github.com/Bobholamovic/ESCNet

ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images

change-detection convolutional-neural-networks deep-learning pytorch remote-sensing

Last synced: 03 Aug 2024

https://github.com/Z-Zheng/Changen

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)

change-detection generative-model remote-sensing

Last synced: 03 Aug 2024

https://github.com/andreybicalho/ExtendedMorphologicalProfiles

Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles

emp extended-morphological-profiles hyperspectral-image-classification hyperspectral-imaging indianpines morphological-image-processing morphological-profiling remote-sensing svm svm-classifier

Last synced: 31 Jul 2024

https://github.com/isaaccorley/a-change-detection-reality-check

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

change-detection deep-learning remote-sensing

Last synced: 03 Aug 2024

https://github.com/ncsuSEAL/Bayesian_LSP

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

jags land-surface-modeling land-surface-phenology landsat phenology r remote-sensing

Last synced: 03 Aug 2024

https://github.com/weiji14/deepbedmap

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

antarctica bedmap binder chainer data-science deep-neural-network digital-elevation-model flat-file-db generative-adversarial-network glaciology jupyter-notebook optuna pangeo remote-sensing super-resolution

Last synced: 08 Aug 2024

https://github.com/jbferet/biodivMapR

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

biodiversity diversity-mapping hyperspectral-imaging remote-sensing sentinel-2 tropical-forest

Last synced: 03 Aug 2024

https://github.com/Chnja/RDPNet

RDP-Net: Region Detail Preserving Network for Change Detection

change-detection deep-learning remote-sensing

Last synced: 03 Aug 2024

https://github.com/RAJohansen/waterquality

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

algal-bloom algorithms landsat-8 meris modis olci remote-sensing sentinel-2 water-quality

Last synced: 08 Aug 2024

https://github.com/TUW-GEO/ecmwf_models

Python package for downloading ECMWF reanalysis data and converting it into a time series format.

earth-science ecmwf modelling python remote-sensing

Last synced: 01 Aug 2024

https://github.com/dymaxionlabs/ap-latam

Detection of slums and informal settlements from satellite imagery

keras machine-learning remote-sensing tensorflow

Last synced: 03 Aug 2024

https://github.com/PratyushTripathy/pyrsgis

This repository cointains the source code of the 'pyrsgis' Python package.

python remote-sensing satellite-imagery

Last synced: 03 Aug 2024

https://github.com/ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Official implementation for Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

change-detection convolutional-neural-networks deep-learning object-based-image-analysis python pytorch remote-sensing semi-supervised-learning single-temporal unsupervised-learning

Last synced: 03 Aug 2024

https://github.com/wzjialang/MFPNet

[Remote Sensing] PyTorch implementation for "Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual Similarity"

attention-mechanism change-detection deep-learning feature-fusion perceptual-loss remote-sensing

Last synced: 03 Aug 2024

https://github.com/lhalloran/LandSurfaceClustering

Land surface classification using remote sensing data with unsupervised machine learning (k-means).

classification k-means-clustering landsat landuse python remote-sensing sentinel-2

Last synced: 03 Aug 2024

https://github.com/r-wenger/land-use-land-cover-datasets

List of datasets and codes for remote sensing LULC applications.

datasets deep-learning remote-sensing

Last synced: 03 Aug 2024

https://github.com/remotesensinginfo/arcsi

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

analysis-ready-data arcsi atmospheric-correction cloud-masking earth earth-observation observation python remote remote-sensing rsgislib sensing

Last synced: 03 Aug 2024

https://github.com/VMarsocci/3DCD

Remote sensing elevation (3D) change detection with deep learning

change-detection dataset deep-learning earth-observation elevation-change pytorch remote-sensing

Last synced: 03 Aug 2024

https://github.com/Orion-AI-Lab/KuroSiwo

Code and data for Kuro Siwo flood mapping dataset

computer-vision flood remote-sensing sar synthetic-aperture-radar

Last synced: 08 Aug 2024

https://github.com/anu-wald/remote-sensing-workshops

2017 workshop content for http://wenfo.org/wald/advanced-remote-sensing

python-3-6 remote-sensing teaching-materials

Last synced: 01 Oct 2024

https://github.com/datadesk/nasa-wildfires

Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS)

data-journalism firms geojson geospatial journalism nasa news python remote-sensing satellite-imagery satellites wildfires

Last synced: 08 Aug 2024

https://github.com/SofanitAraya/CropPhenology

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

cropphenology crops devtools growth-curve phenological-metrics raster remote-sensing vegetation-dynamics vegetation-index

Last synced: 03 Aug 2024

https://github.com/Digdgeo/Ndvi2Gif

Library to create Multi Seasonal remote sensing indexes composites

elter ndvi phenology remote-sensing sumhal

Last synced: 03 Aug 2024

https://github.com/uba/tathu

TATHU is a Python package for tracking and analyzing the life cycle of convective systems.

geospatial image-processing meteorology nowcasting radar remote-sensing satellite tracking

Last synced: 08 Aug 2024

https://github.com/solcummings/earthvision2021-weakly-supervised

1st Place Solution for the EARTHVISION 2021 DynamicEarthNet Challenge - Weakly-Supervised Multi-Class Change Detection Track at CVPRW 2021

change-detection deep-learning pytorch remote-sensing semantic-segmentation siamese-neural-network

Last synced: 03 Aug 2024

https://github.com/yannforget/landsat-sentinel-fusion

Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa

earth-observation landsat python remote-sensing sentinel

Last synced: 03 Aug 2024

https://github.com/bluegreen-labs/phenocamr

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

phenocam phenocam-data phenology-modelling remote-sensing

Last synced: 08 Aug 2024

https://github.com/rodrigoberriel/satellite-crosswalk-classification

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)

dataset deep-learning remote-sensing satellite-imagery

Last synced: 02 Aug 2024

https://github.com/IGNF/odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

deep-learning earth-observation gis pytorch pytorch-lightning rasterio remote-sensing

Last synced: 03 Aug 2024

https://github.com/nasaharvest/kenya-crop-mask

Annual and in-season crop mapping in Kenya

agriculture machine-learning remote-sensing

Last synced: 03 Aug 2024

https://github.com/JamesOConnor/Sentinel_bot

A twitter bot which processes raw sentinel data

python remote-sensing satellite-imagery twitter

Last synced: 03 Aug 2024

https://github.com/lukasValentin/OBIA4RTM

Object-Based Image Analysis Tools for Radiative Transfer Modeling

google-earth-engine image-analysis imagery obia remote remote-sensing rtm sentinel-2 vegetation

Last synced: 03 Aug 2024

https://github.com/rhammell/planet-movement

Find and process Planet image pairs to highlight object movement

change-detection image-processing planet-imagery remote-sensing satellite-imagery

Last synced: 03 Aug 2024

https://github.com/nasaharvest/crop-maml

Learning to predict crop type from heterogeneous sparse labels using meta-learning

agriculture machine-learning meta-learning remote-sensing

Last synced: 03 Aug 2024

https://github.com/whyjz/GLAFT

GLAcier Feature Tracking testkit (GLAFT): evaluating glacier velocity products derived from feature tracking.

cryosphere glaciers python remote-sensing science

Last synced: 08 Aug 2024

https://github.com/zivankaraman/cdse

Copernicus Data Space Ecosystem API Wrapper

copernicus earth-observation r remote-sensing

Last synced: 30 Sep 2024

https://github.com/uataq/X-STILT

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].

atmospheric-modelling column-transport-error remote-sensing urban-emission

Last synced: 03 Aug 2024

https://github.com/TUW-GEO/rt1

A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data

microwave-remote-sensing python radiative-transfer remote-sensing soil-moisture vegetation

Last synced: 08 Aug 2024

https://github.com/lironui/BANet

The semantic segmentation of remote sensing images

potsdam remote-sensing segmentation semantic-segmentation transformer uav uavid

Last synced: 02 Aug 2024

https://github.com/slcs-jsc/jurassic

The Juelich Rapid Spectral Simulation Code (JURASSIC) is a fast infrared radiative transfer model for the analysis of atmospheric remote sensing measurements.

atmosphere atmospheric-science high-performance-computing infrared meteorology radiative-transfer remote-sensing stratosphere troposphere

Last synced: 08 Aug 2024

https://github.com/leouieda/landsat-wallpapers

Beautiful wallpapers made with Landsat remote-sensing data

art jupyter landsat landsat-data python remote-sensing wallpaper

Last synced: 01 Oct 2024

https://github.com/LabSid-USP/RUBEM

The Rainfall rUnoff Balance Enhanced Model (RUBEM) distributed hydrological model

catchment grid hydrological-model hydrology pcraster remote-sensing rubem simulation-model water

Last synced: 08 Aug 2024

https://github.com/joheisig/Spatial_Data_in_R

🌌 SWIRL-course on spatial data in R :globe_with_meridians:

course gis r r-studio remote-sensing spatial-data-analysis swirl

Last synced: 03 Aug 2024

https://github.com/DrGuy/ieo

Irish Earth Observation (IEO) remote sensing data processing Python module

copernicus ireland landsat postgis remote-sensing s3 sentinel-2

Last synced: 03 Aug 2024

https://github.com/remotesensinginfo/eodatadown

Automated download and processing of Earth Observation data to create a monitoring system.

ard database earth earth-observation google-cloud monitoring monitoring-system observation remote remote-sensing sensing

Last synced: 03 Aug 2024

https://github.com/astrosat/cosmos

cOSMos package for OSM data retrieval

gis openstreetmap openstreetmap-data osm overpass-api remote-sensing

Last synced: 28 Sep 2024

https://github.com/juliadatacubes/datacubes_in_julia_workshop

Material for a one day workshop for geospatial data cubes in Julia

geospatial julia remote-sensing

Last synced: 29 Sep 2024

https://github.com/sharathk4/sar-imagery-colorization

This project implements a deep learning model to colorize grayscale SAR images, enhancing their interpretability for applications like remote sensing and environmental monitoring. By leveraging paired SAR and optical data, the model transforms monochromatic SAR imagery into intuitive color representations, improving the usability of SAR data.

colorization convolutional-neural-networks deep-learning environmental-monitoring image-processing machine-learning python remote-sensing sar-image-colorization tensorflow

Last synced: 29 Sep 2024

https://github.com/DrGuy/IEOtools

Tools for managing Earth observation data. Currently only supports Landsat imagery

ireland landsat remote-sensing

Last synced: 03 Aug 2024

https://github.com/msikorski93/semantic-segmentation-of-satellite-images-with-u-net

A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.

cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation

Last synced: 26 Sep 2024

https://github.com/ahdaarif/multispectral-imaging

Proyek Penelitian Tugas Akhir S1 Teknik Elektro UIN SGD Bandung untuk Proyek Penelitian Capstone kolaborasi KR Sistem Instrumentasi Cerdas PRMC BRIN dengan Fakultas Pertanian Unpad yang Didanai oleh RIIM LPDP 2024

computer-vision convolutional-neural-networks internet-of-things multispectral-images precision-agriculture python raspberry-pi-4 recurrent-neural-networks remote-sensing spectral-signatures

Last synced: 27 Sep 2024