LUCC 时空动态模拟的研究进展

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Wenhao Wan, Yongzhong Tian, Jinglian Tian, Chengxi Yuan, Yan Cao, Kangning Liu
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引用次数: 0

摘要

土地利用和土地覆被变化 (LUCC) 代表了人类社会与自然环境之间的相互作用。通过对 LUCC 模拟的研究,可以分析特定区域的土地利用和土地覆被 (LULC) 模式。此外,这些研究还可以通过整合多种因素来模拟复杂的未来 LUCC 情景。此类研究可为优化和决策一个地区的未来模式提供有效手段。本综述在 Web of Science 数据库中对地理模型和模拟进行了文献检索。我们从文献中总结了 LUCC 时空动态模拟的基本步骤。重点是当前的主要模型,分析了它们的特点和局限性,并讨论了它们在土地利用方面的扩展应用。综述显示,目前的研究仍面临数据不确定性等挑战,因此需要更多样化的数据和新技术。未来的研究可以通过改进模型和方法、整合大数据和多尺度数据、采用多模型耦合和各种算法实验进行比较,来提高研究的精度和适用性。这将支持土地利用时空动态模拟研究向更高水平迈进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research Progress in Spatiotemporal Dynamic Simulation of LUCC
Land Use and Land Cover Change (LUCC) represents the interaction between human societies and the natural environment. Studies of LUCC simulation allow for the analysis of Land Use and Land Cover (LULC) patterns in a given region. Moreover, these studies enable the simulation of complex future LUCC scenarios by integrating multiple factors. Such studies can provide effective means for optimizing and making decisions about the future patterns of a region. This review conducted a literature search on geographic models and simulations in the Web of Science database. From the literature, we summarized the basic steps of spatiotemporal dynamic simulation of LUCC. The focus was on the current major models, analyzing their characteristics and limitations, and discussing their expanded applications in land use. This review reveals that current research still faces challenges such as data uncertainty, necessitating the advancement of more diverse data and new technologies. Future research can enhance the precision and applicability of studies by improving models and methods, integrating big data and multi-scale data, and employing multi-model coupling and various algorithmic experiments for comparison. This would support the advancement of land use spatiotemporal dynamic simulation research to higher levels.
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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