预测 eThekwini 市的土地利用和土地覆被变化动态：利用大地遥感卫星图像的机器学习方法

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-07-18 DOI:10.1080/14498596.2024.2378362

Mthokozisi Ndumiso Mzuzuwentokozo Buthelezi, Romano Trent Lottering, Kabir Yunus Peerbhay, Onisimo Mutanga

引用次数: 0

摘要

监测并提供准确的土地利用和土地覆被 (LULC) 变化信息对于可持续环境规划至关重要。这项研究利用 2002 年至 2022 年的大地遥感卫星（Landsat）图像来创建最新的土地利用和土地覆被信息。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Predicting land use and land cover change dynamics in the eThekwini Municipality: a machine learning approach with Landsat imagery

Monitoring and providing accurate land use and land cover (LULC) change information is vital for sustainable environmental planning. This study used Landsat imagery from 2002 to 2022 to create upda...

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.