Arid
DOI10.1080/10106049.2020.1790672
Assessing the suitability of GlobeLand30 for land cover mapping and sustainable development in Malaysia using error matrix and unbiased area Estimation
Balogun, Abdul-Lateef; Said, Syazmeer Arrafi Mohd; Sholagberu, Abdulkadir Taofeeq; Aina, Yusuf A.; Althuwaynee, Omar Faisal; Aydda, Ali
通讯作者Balogun, AL
来源期刊GEOCARTO INTERNATIONAL
ISSN1010-6049
EISSN1752-0762
英文摘要Global Land Cover (GLC) maps have been extensively used as background data for numerous applications such as land-use planning, climate change monitoring, and urban planning. While countries in Europe and North America have greatly developed land cover maps, several developing countries in Asia and Africa lack such vital data sources. GlobeLand30's 30 m resolution dataset has the potential to meet the mapping needs of these developing regions. However, differences in accuracy of the dataset between countries can be significant making it unsuitable to adopt regional accuracy directly for assessing individual country's accuracy level. Therefore, it is critical to develop reliable localized assessments. This research assesses the accuracy of GlobeLand30 for Malaysia using multiple evaluation approaches. Seven classes of land cover data were evaluated using 197 samples in the country. An overall accuracy of 63.45% and 65.70% was obtained from the Error Matrix using sample counts and the new unbiased area estimator respectively. We conclude that the overall accuracy of GlobeLand30 in tropical developing countries like Malaysia is generally lower than the accuracy in developed countries and arid developing countries thereby requiring significant improvement for optimal use. However, despite the errors due largely to misclassification, the GlobeLand 30 data has the potential to complement other LULC data to estimate and monitor vital land-use changes in Malaysia and the ASEAN region in general for sustainable development.
英文关键词Accuracy error matrix Globeland 30 land cover sustainability unbiased area estimation
类型Article ; Early Access
语种英语
收录类别SCI-E
WOS记录号WOS:000555646200001
WOS关键词EXPANSION ; MAP
WOS类目Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/328129
作者单位[Balogun, Abdul-Lateef; Said, Syazmeer Arrafi Mohd] Univ Teknol PETRONAS, Dept Civil & Environm Engn, Geospatial Anal & Modelling GAM Res Grp, Seri Iskandar, Perak, Malaysia; [Sholagberu, Abdulkadir Taofeeq] Univ Ilorin, Dept Civil Engn, Ilorin, Nigeria; [Aina, Yusuf A.] Yanbu Ind Coll YIC, Dept Geomat Engn Technol, Yanbu, Saudi Arabia; [Althuwaynee, Omar Faisal] Sejong Univ, Dept Energy & Mineral Resources Engn, Seoul, South Korea; [Althuwaynee, Omar Faisal] Komar Univ Sci & Technol, Dept Civil Engn, Sulaimani, Kurdistan Regio, Iraq; [Aydda, Ali] Ibn Zohr Univ, Dept Geol, Fac Sci, Agadir, Morocco
推荐引用方式
GB/T 7714
Balogun, Abdul-Lateef,Said, Syazmeer Arrafi Mohd,Sholagberu, Abdulkadir Taofeeq,et al. Assessing the suitability of GlobeLand30 for land cover mapping and sustainable development in Malaysia using error matrix and unbiased area Estimation[J].
APA Balogun, Abdul-Lateef,Said, Syazmeer Arrafi Mohd,Sholagberu, Abdulkadir Taofeeq,Aina, Yusuf A.,Althuwaynee, Omar Faisal,&Aydda, Ali.
MLA Balogun, Abdul-Lateef,et al."Assessing the suitability of GlobeLand30 for land cover mapping and sustainable development in Malaysia using error matrix and unbiased area Estimation".GEOCARTO INTERNATIONAL
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Balogun, Abdul-Lateef]的文章
[Said, Syazmeer Arrafi Mohd]的文章
[Sholagberu, Abdulkadir Taofeeq]的文章
百度学术
百度学术中相似的文章
[Balogun, Abdul-Lateef]的文章
[Said, Syazmeer Arrafi Mohd]的文章
[Sholagberu, Abdulkadir Taofeeq]的文章
必应学术
必应学术中相似的文章
[Balogun, Abdul-Lateef]的文章
[Said, Syazmeer Arrafi Mohd]的文章
[Sholagberu, Abdulkadir Taofeeq]的文章
相关权益政策
暂无数据
收藏/分享

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。