基于遥感技术评估城市化和经济增长对陆地碳储存的影响:来自长江经济带的证据

IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Environmental Earth Sciences Pub Date : 2024-11-05 DOI:10.1007/s12665-024-11916-4
Zhenxing Xiong, Yihao Zhang, Maohong Liu, Wei Hu
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引用次数: 0

摘要

城市化和经济增长对陆地碳储存的影响是一个复杂的多维问题,涉及土地利用变化、碳循环、生态系统服务等。遥感技术在这项研究中发挥着重要作用,因为它可以提供大量时空数据,帮助监测和评估这些影响。在这项研究中,我们利用地理人工智能优化了 InVEST 模型的预测能力,提高了数据处理的效率和准确性,为 InVEST 模型提供了更准确的数据支持。研究发现(1) 整个 YREB 的总体固碳量有所下降,上游、中游和下游的固碳量分别下降了 0.35%、0.85% 和 2.28%。值得注意的是,上游地区固碳损失呈扩大趋势,而下游地区则有一定程度的缓解。(2)上海城市化与固碳之间的耦合度明显低于其他地区。此外,碳汇与人口耦合度越高的地区,其人口城镇化率普遍低于 60%。同样,土地耦合度相对较低的地区,土地城市化率也低于 11%。此外,工业耦合度较低的地区,工业城市化率超过 92%。(3)碳汇与经济增长呈现脱钩趋势,低碳地区的脱钩程度低于中碳地区和高碳地区。但是,中上游地区的脱钩状况有恶化趋势,而下游地区则有改善迹象。
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Assessing the impact of urbanization and economic growth on terrestrial carbon storage based on remote sensing: evidence from the yangtze river economic belt

The impact of urbanization and economic growth on terrestrial carbon storage is a complex and multidimensional issue involving land use change, carbon cycle, ecosystem services, etc. Remote sensing technology plays an important role in this study because it can provide a large amount of spatial and temporal data to help monitor and evaluate these impacts. In this study, we used Geo AI to optimize the predictive capabilities of the InVEST model, improve the efficiency and accuracy of data processing, and provide more accurate data support for the InVEST model. The study found that: (1) the overall carbon sequestration across the YREB decreased, with a reduction of 0.35%, 0.85%, and 2.28% in the upper, middle and lower reaches respectively. Notably, the upper region witnessed an expanding trend of carbon sequestration loss, while the lower region has shown some degree of alleviation. (2) The coupling degree between urbanization and carbon sequestration in Shanghai is significantly lower compared to other regions. Additionally, regions with an increasing coupling degree between carbon sequestration and population have a population urbanization rate generally below 60%. Similarly, regions with relatively lower land coupling degree have a land urbanization rate below 11%. Furthermore, regions with lower industrial coupling degree have an industrial urbanization rate exceeding 92%. (3) Carbon sequestration and economic growth exhibit a decoupling trend, with the lower region having a lower decoupling degree compared to the middle and upper regions. However, the decoupling status in the middle and upper regions tends to deteriorate, while the lower region shows signs of improvement.

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来源期刊
Environmental Earth Sciences
Environmental Earth Sciences 环境科学-地球科学综合
CiteScore
5.10
自引率
3.60%
发文量
494
审稿时长
8.3 months
期刊介绍: Environmental Earth Sciences is an international multidisciplinary journal concerned with all aspects of interaction between humans, natural resources, ecosystems, special climates or unique geographic zones, and the earth: Water and soil contamination caused by waste management and disposal practices Environmental problems associated with transportation by land, air, or water Geological processes that may impact biosystems or humans Man-made or naturally occurring geological or hydrological hazards Environmental problems associated with the recovery of materials from the earth Environmental problems caused by extraction of minerals, coal, and ores, as well as oil and gas, water and alternative energy sources Environmental impacts of exploration and recultivation – Environmental impacts of hazardous materials Management of environmental data and information in data banks and information systems Dissemination of knowledge on techniques, methods, approaches and experiences to improve and remediate the environment In pursuit of these topics, the geoscientific disciplines are invited to contribute their knowledge and experience. Major disciplines include: hydrogeology, hydrochemistry, geochemistry, geophysics, engineering geology, remediation science, natural resources management, environmental climatology and biota, environmental geography, soil science and geomicrobiology.
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