Version 1
: Received: 23 May 2024 / Approved: 23 May 2024 / Online: 24 May 2024 (10:15:20 CEST)
How to cite:
Xia, J.; Wang, J.; Lai, Y. Development Strategy Based on Combination of Carbon Emission and Vibrancy Typology — a Multi-sourced Data-Driven Approach in Beijing, China. Preprints2024, 2024051585. https://doi.org/10.20944/preprints202405.1585.v1
Xia, J.; Wang, J.; Lai, Y. Development Strategy Based on Combination of Carbon Emission and Vibrancy Typology — a Multi-sourced Data-Driven Approach in Beijing, China. Preprints 2024, 2024051585. https://doi.org/10.20944/preprints202405.1585.v1
Xia, J.; Wang, J.; Lai, Y. Development Strategy Based on Combination of Carbon Emission and Vibrancy Typology — a Multi-sourced Data-Driven Approach in Beijing, China. Preprints2024, 2024051585. https://doi.org/10.20944/preprints202405.1585.v1
APA Style
Xia, J., Wang, J., & Lai, Y. (2024). Development Strategy Based on Combination of Carbon Emission and Vibrancy Typology — a Multi-sourced Data-Driven Approach in Beijing, China. Preprints. https://doi.org/10.20944/preprints202405.1585.v1
Chicago/Turabian Style
Xia, J., Jiali Wang and Yuan Lai. 2024 "Development Strategy Based on Combination of Carbon Emission and Vibrancy Typology — a Multi-sourced Data-Driven Approach in Beijing, China" Preprints. https://doi.org/10.20944/preprints202405.1585.v1
Abstract
Confronting the dual challenges of rapid urbanization and climate change, although extensive research has investigated the influencing factors and practical strategies of urban carbon emissions and urban vibrancy, respectively, the unclear mutual nexus between them and the development strategy of collaborative optimization requires further in-depth analysis. This study explores the delicate balance between urban vibrancy and low-carbon sustainability within the confines of Beijing’s Fifth Ring Road. By integrating OpenStreetMap, land use, population, and building carbon emission data, we have developed a reproducible method to estimate total carbon emission and emission intensity per capita. Furthermore, we have introduced vibrancy index data to distinguish the vibrancy evaluation of residential and non-residential land and applied cross-combinational classification technology to dissect the spatial correlation between urban carbon emissions and urban vibrancy. The results reveal that the four combination typologies show more significant differences and regularity in residential land. Based on the discovery of spatial correlation, this study puts forward corresponding development strategy suggestions for each typology based on geographical location and the requirements of urban development policies of these four combination typologies. In conclusion, our study highlights the importance of integrating carbon emissions and urban vibrancy comprehensively in sustainable urban planning and proposes that various land use combinations need targeted development strategies to achieve this goal, which need to consider population, energy, service facilities, and other diverse aspects.
Keywords
Carbon emissions; Urban vibrancy; Development strategy
Subject
Social Sciences, Urban Studies and Planning
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
