trends.earthtrends.earth - measure land change
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ChangeDetectionRepositoryThis repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.
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DSMSCN[MultiTemp 2019] Official Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.
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ChangeOSChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)
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CRC4DockerPython scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"
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ChangeFormerOfficial PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection
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qgis-bridge-pluginGeoCat Bridge is a plugin for QGIS that can be used to publish geospatial (meta)data to the cloud.
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FDCNNThe implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method
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CDLabYet another repository for developing and benchmarking deep learning-based change detection methods.
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DsgToolsDSG's QGIS Plugin for GIS production
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pylandsatSearch, download, and preprocess Landsat imagery 🛰️
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deepwatermapa deep model that segments water on multispectral images
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pytorch-psetaePyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
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sarbianWe’ve built a plug’n play Operation System (based on Debian Linux) with all the freely and openly available SAR processing software. No knowledge of installation steps needed, just download and get started with SAR data processing. SARbian is free for use in research, education or operational work.
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SenseEarth2020-ChangeDetection1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime
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gskyDistributed Scalable Geospatial Data Server
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earthengine-py-examplesA collection of 300+ examples for using Earth Engine and the geemap Python package
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awesome-spectral-indicesA ready-to-use curated list of Spectral Indices for Remote Sensing applications.
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LoveDA[NeurIPS2021 Poster] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
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dea-coastlinesExtracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale
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spyndexAwesome Spectral Indices in Python.
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satproc🛰️ Python library and CLI tools for processing geospatial imagery for ML
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eodagEarth Observation Data Access Gateway
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RivWidthCloudPaperA Google Earth Engine based algorithm that extracts river centerlines and widths from satellite images
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dfc2020 baselineSimple Baseline for the IEEE GRSS Data Fusion Contest 2020
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spectralAwesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor).
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speckle-qgisQGIS Connector for Speckle 2.0
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carsCARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.
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ExtendedMorphologicalProfilesRemote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
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ee extraA ninja python package that unifies the Google Earth Engine ecosystem.
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speckle2voidSpeckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
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piradarRadar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing
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programming-for-gis-and-rsMaterials 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.
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SAR2SARSAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory
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ImportPhotosThis tool can be used to import Geo-Tagged photos (jpg or jpeg) as points to QGIS.
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pylandtempAlgorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.
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websitechangesAlerts you via email about a website change.
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whiteboxguiAn interactive GUI for WhiteboxTools in a Jupyter-based environment
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deepsumDeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)
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Start majaTo process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
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forestoolsTools for detecting deforestation and forest degradation
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pywebsitechangesChange detection with a simple Python script to email you whenever a website changes.
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profiletoolHome to the QGis Profiletool plugin. Initial work on this fork was partially funded by the C.A. La Rioja
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MHCLNDeep Metric and Hash Code Learning Network for Content Based Retrieval of Remote Sensing Images
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verify-changed-filesGithub action to verify file changes that occur during the workflow execution.
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go2mapillarya plugin for displaying and extracting information from Mapillary street level imagery with QGIS (3.0)
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Python-for-Remote-Sensingpython codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
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fabricUrban change model designed to identify changes across 2 timestamps
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GGHLThis is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)
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rsMoveRemote Sensing for Movement Ecology
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