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2019 Land Cover Map of Southeast Asia at 30 m Spatial Resolution with Changes Since 2010

机译:2019年东南亚陆地覆盖地图以自2010年以来为30米的空间分辨率

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摘要

Last few decades there are lots of changes in Southeast Asia land cover due to development, industrialization, increasing population, socio-economic activities, and food demands. This research work analysis the maximum likelihood supervised classification approach for Southeast Asia land cover mapping and changes at 30m resolution from 2010 to 2019 using Landsat 8 OLI (Operational Land Imager) satellite data. The resulted maps cover eight land cover classes as barren land, cultivated, developed (built-up area), forest, grassland, shrubland, water, and wetland in Myanmar, Laos, Vietnam, Thailand, Cambodia, and North Malaysia Southeast Asia countries with very high accurate informative information. The resulted maps and information in this paper are very useful to researchers, regional to a national and international level decision and policy makers for sustainable development, fortification of natural resources at the same time protection of fragile eco-environment in Southeast Asia so that they will utilize in future.
机译:过去几十年来,东南亚土地覆盖因发展,产业化,人口,人口,社会经济活动和粮食需求有很多变化。这项研究工作分析了东南亚土地覆盖映射的最大似然监督分类方法和2010年至2019年的30M决议的变化使用Landsat 8 Oli(运营陆地成像仪)卫星数据。由此产生的地图涵盖八个陆地覆盖课程,如贫瘠的土地,栽培,开发的区域),森林,草原,灌木丛,水和湿地,缅甸,老挝,越南,泰国,柬埔寨和北马来西亚东南亚国家非常高的准确信息信息。本文所产生的地图和信息对研究人员来说非常有用,区域和国际一级决定和决策者为可持续发展,设防自然资源的设防,同时在东南亚的脆弱生态环境中保护,因此他们将将来利用。

著录项

  • 来源
    《Optical memory & neural networks 》 |2020年第3期| 257-262| 共6页
  • 作者单位

    Scientific Research Laboratory of Automated Systems of Scientific Research (SRL-35) Samara National Research University Samara 443086 Russia Department of Informatics and Technology American Sentinel University Aurora Colorado USA;

    Scientific Research Laboratory of Automated Systems of Scientific Research (SRL-35) Samara National Research University Samara 443086 Russia Department of Land Surveying and Geo-Informatics The Hong Kong Polytechnic University Kowloon China;

    Scientific Research Laboratory of Automated Systems of Scientific Research (SRL-35) Samara National Research University Samara 443086 Russia Image Processing Systems Institute of the RAS—Branch of the FSRC ''Crystallography and Photonics ' Samara 443001 Russia;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Land cover changes; Remote Sensing; Southeast Asia; Landsat; sustainable development;

    机译:陆地覆盖变化;遥感;东南亚;Landsat;可持续发展;

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