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51 public repositories
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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.
Updated
Jul 25, 2019
Jupyter Notebook
开源矢量地理数据获取与预处理工具(POI/AOI/行政区/路网/土地利用)
Updated
May 23, 2023
Python
Open framework for calculating spatial urban sprawl indices and performing disaggregated population estimates using open data
Updated
Mar 26, 2019
Python
Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification
Updated
Dec 7, 2022
Python
Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project
Updated
Mar 12, 2021
Jupyter Notebook
Satsense is a Python library for land use/cover classification using satellite imagery
Updated
Jun 18, 2020
Jupyter Notebook
Python for Land Use Suitability Analysis Tools
Updated
Jun 15, 2023
Jupyter Notebook
Groundwater pumping estimation in Arizona using remote sensing datasets and machine learning
Updated
Dec 2, 2022
Python
A tool for computing accessibility measures, supporting aggregation, variable limits, and intermodality.
Offline version of the GCAM land allocation module
Global land-use and land-cover (LULC) data under historical, current, and future climatic conditions.
Biweekly mapping of land use and land cover using MODIS time series (MOD13Q1) and LSTM Neural Networks.
Updated
Mar 31, 2024
Jupyter Notebook
R Client Library for Land Cover Classification System Web Service
This repository holds code for PSRC data science projects.
Updated
May 23, 2024
HTML
Land Cover Classification System Web Service
Updated
Apr 22, 2024
Python
The URBANMOD-ZIPF, a global-scale urban land expansion model that preserves Zipf's Law of urban sizes.
Updated
Dec 19, 2022
MATLAB
Updated
Feb 16, 2024
TypeScript
Python Client Library for Land Cover Classification System Web Service
Updated
Aug 1, 2024
Python
Land Cover Classification System Database Model
Updated
Jan 29, 2024
Python
Creates mock properties and simulates LUP based on forestry regulations
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