Urbanization-led land cover change impacts terrestrial carbon storage capacity: A high-resolution remote sensing-based nation-wide assessment in Pakistan (1990–2020)
This repository contains the codes and resources for our published study Urbanization-led land cover change impacts terrestrial carbon storage capacity: A high-resolution remote sensing-based nation-wide assessment in Pakistan (1990–2020).
Note: if you find this work insightful, please consider citing our paper:
Waleed, M., Sajjad, M., & Shazil, M. S. (2024). Urbanization-led land cover change impacts terrestrial carbon storage capacity: A high-resolution remote sensing-based nation-wide assessment in Pakistan (1990–2020). Environmental Impact Assessment Review, 105, 107396.
You can also find the paper here, and its PDF version here.
Below you can find the codes and previews of the GEE based web application which allows users to select a province and district to view the land use land cover and carbon storage data interactively. Moreover, for details of data availability, check this.
The LULC web application allows users to select province, and then district and based on these, the app visualizes the land cover for four durations (1990, 2000, 2010, and 2020). The LULC app can be accessed here or by clicking the figure below.
APP Working
The Carbon Storage web application allows users to select province, and then district and based on these, the app visualizes the carbon storage for four durations (1990, 2000, 2010, and 2020). The carbon storage app can be accessed here or by clicking the figure below.
APP Working
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If you are interested in the dataset (land cover, carbon storage, and transition matrix) used in the study, please contact the authors directly: email: waleedgeo@outlook.com.
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Currently, both datasets (LULC and Carbon Storage) are not open-sourced as we are further working on them. However, feel free to reach out to us for any queries or collaborations.
For more details check the author profile
For more details on research projects and opportunities, check our UrbES Lab.