land-cover
There are 6 repositories under land-cover topic.
Azure / pixel_level_land_classification
Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
Language:Jupyter Notebook 270KonstantinosF / Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Language:Jupyter Notebook 184agr-ayush / Landsat-Time-Series-Analysis-for-Multi-Temporal-Land-Cover-Classification
LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development for automation of the process.
Language:Python 55Kalit31 / Land-Cover-Analysis
Land Cover Change Detection using Satellite Image Segmentation.
Language:Python 43- landcover-orinoquia
microsoft / landcover-orinoquia
Land cover mapping of the OrinoquĂa region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project
Language:Jupyter Notebook 29 - Language:Python 25
DynaSlum / satsense
Satsense is a Python library for land use/cover classification using satellite imagery
Language:Jupyter Notebook 23Junjue-Wang / LoveNAS
[ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network
Language:Python 23calekochenour / gee-vegetation-change
Reproducible remote sensing analysis using Google Earth Engine (GEE) to identify vegetation change in Columbia.
Language:Jupyter Notebook 17ar-siddiqui / curve_number_generator
QGIS Plugin 'Curve Number Generator' has multiple algorithms to generate the curve number layer for any area of interest using different datasets.
Language:QML 16tgrippa / Semi_automated_OBIA_processing_with_local_USPO
This repository contains the computer code of a semi-automated framework for land cover mapping using OBIA and local USPO
Language:Jupyter Notebook 16vannizhang / aiforearth-landcover-app
A web mapping app to test, tweak and train the land cover classification from a deep neural network model built by @microsoft
Language:JavaScript 13hamidrezaomidvar / LINDER
LINDER (Land use INDexER) is an open-source machine-learning based land use/land cover (LULC) classifier using Sentinel 2 satellite imagery
Language:Python 12brazil-data-cube / rwlts
R Client Library for Web Land Trajectory Service
Language:R 8preligens-lab / challenge-ens
Code repository for the ENS Challenge Data 2021 by Preligens
Language:Python 8mintusf / land_cover_segmentation
Segmentation for land cover using raw satellite data (Sentinel 2La)
Language:Jupyter Notebook 7n-verde / LIFE-IP_4_NATURA
GEE code for national-scale land cover classification using Sentinel imagery
Language:JavaScript 7nicoladimauro / TiSeLaC-ECMLPKDD17
TiSeLaC ECML/PKDD 2017 discovery challenge solution
Language:Common Lisp 7xp-song / Intro2R-spatial
A crash course in analysing spatial patterns of the landscape using R
Language:R 6Land Cover Classification System Web Service
Language:Python 5Python Client Library for Land Cover Classification System Web Service
Language:Python 5R Client Library for Land Cover Classification System Web Service
Language:R 5derevirn / lulc-keras
Land Use and Land Cover (LULC) Classification using Convolutional Neural Networks and Transfer Learning
Language:Jupyter Notebook 5saraivaufc / land-use-classification-using-encoder-decoder-lstm
Biweekly mapping of land use and land cover using MODIS time series (MOD13Q1) and LSTM Neural Networks.
Language:Jupyter Notebook 5The source code of the Sentinel-2 Land Cover Explorer has been moved to https://github.com/Esri/imagery-explorer-apps
Language:TypeScript 5Land Cover Classification System Web Service Specification
kadyb / OGH2023_hack
Hackathon "Automatic land cover mapping" at OpenGeoHub Summer School 2023
Language:Jupyter Notebook 4Land Cover Classification System Database Model
Language:Python 3mbacou / WADashboard
Water Accounting+ dashboard
Language:R 2mebauer / parcel-impervious-area-nyc
Exploring NYC's DEP Citywide Parcel-Based Impervious Area GIS Study.
Language:Jupyter Notebook 2- Language:R 2
Servir-Mekong / rlcms
Hosting repository for the RLCMS methodology and code using GEE
darkshadow013 / Land-Cover-ML
This project is to find the land cover on a satellite image using machine learning models. This project uses CNN and SVM as Hybrid to do so.
Language:Jupyter Notebook 1Sophie-Villerot / Sentinel-for-CLMS-Papers
Papers for Copernicus Land Monitoring Services evolution - based on H2020 ECoLaSS project
thetylerloop / tyler-land-cover
Analysis of MRLC land cover data for Smith County
Language:Jupyter Notebook 1
