Environment Development and Sustainability, Journal Year: 2024, Volume and Issue: unknown
Published: Dec. 1, 2024
Language: Английский
Sustainability, Journal Year: 2024, Volume and Issue: 16(23), P. 10255 - 10255
Published: Nov. 23, 2024
Rapid urbanization and changing land use dynamics require robust tools for projecting analyzing future scenarios to support sustainable urban development. This study introduces an integrated modeling framework that combines the Patch-generating Land Use Simulation (PLUS) model with Markov Chain (MC) analysis simulate cover (LULC) changes Montreal Island, Canada. leverages historical data, scenario-based adjustments, spatial drivers, providing planners policymakers a tool evaluate potential impacts of policies. Three scenarios—sustainable, industrial, baseline—are developed illustrate distinct pathways Montreal’s development, each reflecting different policy priorities economic emphases. The MC-PLUS achieved high accuracy level, overall 0.970 Kappa coefficient 0.963 when validated against actual data from 2020. findings indicate policies foster more contiguous green spaces, enhancing ecological connectivity, while industrial-focused promote clustering commercial industrial zones, often at expense spaces. underscores model’s as valuable decision-support in planning, allowing scenario-driven exploration LULC precision. Future applications enhancements could expand its relevance across diverse contexts globally.
Language: Английский
Citations
4
Remote Sensing, Journal Year: 2025, Volume and Issue: 17(2), P. 212 - 212
Published: Jan. 9, 2025
Urban expansion encroaches on green spaces and weakens ecosystem services, potentially leading to a trade-off between ecological conditions socio-economic growth. Effectively coordinating the two elements is essential for achieving sustainable development goals at urban scale. However, few studies have measured urban–ecological linkage in terms of trade-off. In this study, we propose framework by linking degraded land use efficiency from return investment perspective. Taking rapidly expanding city as case comprehensively quantified four aspects: heat island, flood regulating service, habitat quality, carbon sequestration. These were assessed 1 km2 grids, along with same spatial We employed slack-based measure model evaluate applied geo-detector method identify its driving factors. Our findings reveal that while Zhengzhou’s periphery over past decades, inner showed improvement island Trade-off exhibited an overall upward trend during 2000–2020, despite initial declines some areas. Interaction detection demonstrates significant synergistic effects pairs drivers, such Normalized Difference Vegetation Index building height, number patches patch cohesion index built-up land, q-values 0.298 0.137, respectively. light spatiotemporal adaptive management strategies. The could serve guidance assist decision-makers planners monitoring context expansion.
Language: Английский
Citations
0
Scientific Data, Journal Year: 2025, Volume and Issue: 12(1)
Published: Feb. 16, 2025
Industrial lands, as a key component of economic development, pose great environmental challenges, which underscores the need for close global monitoring to support sustainable urban development. Despite this importance, city-level maps industrial land use, especially over multiple years, have been lacking. Here, we present 10-m resolution dataset tracking use in 1,093 large cities (area 100 km² or more) from 2017 2023. Using multisource geospatial data and machine learning, achieves high overall accuracy 91.87% 92.21% across seven-year period, aligning well with official city maps. We further validated its reliability by computing area per capita cities, correlated strongly CO2 emissions (r = 0.72). These offer valuable tool changes assessing their impact on ecosystems. The is critical resource studying links between industrialization, urbanization, sustainability while providing insights policymakers balancing priorities.
Language: Английский
Citations
0
Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)
Published: Feb. 20, 2025
Urban energy consumption is mostly concentrated in industrial regions, and carbon emissions from land use have significantly increased as a result of fast urbanization industrialization. In the battle against climate change, affluent regions developing countries are increasingly being used models for reducing emissions. Therefore, order to accomplish global sustainable development, it crucial understand how decoupled wealthy areas rising nations. This study investigates decoupling effects factors influencing them six East Chinese provinces one city between 2005 2020 using Tapio model LMDI decomposition approach. At same time, 2021 2035 were predicted BP neural network combined with scenario analysis. The findings indicate that: (1) From 29.921 million tons 40.2843 2020, China area nearly doubled. Of these, Shandong Jiangsu emit more than half region's total around China. (2) effect analysis shows trajectory's phased characteristics, degree gradually increasing weak (2006-2012) strong (2013-2018) finally negative (2019-2020). (3) primary causes rise region scale per capita economic output use. (4) overall peak time roughly distributed 2028 2032. It expected that Shanghai, Shandong, Jiangsu, Zhejiang will be among first achieve emission peak.
Language: Английский
Citations
0
Urban Science, Journal Year: 2024, Volume and Issue: 8(3), P. 104 - 104
Published: Aug. 1, 2024
Artificial intelligence (AI) has become a transformative force across various disciplines, including urban planning. It unprecedented potential to address complex challenges. An essential task is facilitate informed decision making regarding the integration of constantly evolving AI analytics into planning research and practice. This paper presents review how methods are applied in studies, focusing particularly on carbon neutrality We highlight already being used generate new scientific knowledge interactions between human activities nature. consider conditions which advantages AI-enabled studies can positively influence decision-making outcomes. also importance interdisciplinary collaboration, responsible governance, community engagement guiding data-driven suggest contribute supporting carbon-neutrality goals.
Language: Английский
Citations
3
Economic Analysis and Policy, Journal Year: 2024, Volume and Issue: unknown
Published: Dec. 1, 2024
Language: Английский
Citations
3
Land, Journal Year: 2024, Volume and Issue: 13(8), P. 1127 - 1127
Published: July 24, 2024
Digital inclusive finance (DIF) is a strategic tool that fosters the green transformation of industrial economy. Based on data from 11 provinces and municipalities in Yangtze River Economic Belt China between 2012 2021, This paper utilizes Tobit, intermediary effect, threshold effect models to empirically study impact DIF land carbon emission intensity (ILCEI). reaches following conclusions: (1) The ILCEI region revealed downward trend during period. There are substantial differences ILCEI; higher upstream lower downstream. average reach 0.5829 ton/m2 research period, while upper 1.0104 ton/m2. (2) has significantly inhibitory this nonlinear characteristics. exhibits marginally diminishing as economic agglomeration degree improves. (3) Regarding transmission mechanism, level R&D investment plays primary role ILCEI. (4) Concerning control variables, foreign dependence trade contribute inhibiting Lastly, proposes series measures promote fully utilize reduction effect. outcomes have implications for sustainable development land.
Language: Английский
Citations
2
Економіка та суспільство, Journal Year: 2024, Volume and Issue: 67
Published: Sept. 30, 2024
У статті узагальнено основні точки зору зарубіжних та вітчизняних дослідників щодо розуміння ролі міських агломерацій у сталому розвитку національної економіки. Уточнено сутність міської агломерації. Проаналізовано переваги позитивні ефекти агломерацій, наведені наукових публікаціях. На основі аналізу наявних підходів автором встановлено, що одним із основних чинників позитивного впливу на економічне зростання, продуктивність праці, якість життя населення є виникнення агломераційного ефекту. Здійснено систематизацію складових ефекту окреслено їх вплив сталий розвиток Отримані результати будуть корисними для використання при розробленні напрямів удосконалення організаційно-економічних аспектів функціонування в Україні.
Citations
1
Environment Development and Sustainability, Journal Year: 2024, Volume and Issue: unknown
Published: Dec. 1, 2024
Language: Английский
Citations
0