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This repository contains the code used for the analysis in the paper "Zhang et al. Direct and indirect impacts of urbanization on vegetation growth across the world’s cities" publised in Science Advances

MIT license

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
data_collection		data_collection
driving_factors_analysis		driving_factors_analysis
generate_vi_ui_relationship		generate_vi_ui_relationship
plot_maps		plot_maps
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

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Global Urbanization-induced Impacts on Vegetation Growth

This repository contains the code used for the analysis in the paper "Direct and indirect impacts of urbanization on vegetation growth across the world’s cities" (under review)

Requirement

Python3
numpy
pandas
scipy
scikit-learn
pymannkendall
seaborn
matplotlib

Description of files

data_collection: The folder contains codes for collecting data sets from Google Earth Engine.
generate_vi_ui_relationship: The folder contains codes for generating the relationship between vegetation index (VI) and urbanization intensity (), and calculating the indirect impact .
driving_factors_analysis: The folder contains codes for understanding the climatic and anthropogenic effects on the response of vegetation growth to urban environments.
plot_maps: The folder contains codes for plot the maps of spatial distributions of and other related factors in worldwide cities across climate zones.