Comparison of Three Ten Meter Land Cover Products in a Drought Region: A Case Study in Northwestern China
文献类型：期刊论文
| 作者 | Kang, Junmei3; Yang, Xiaomei1,2,4; Wang, Zhihua1,2; Cheng, Hongbin3; Wang, Jun3; Tang, Hongtao3; Li, Yan3; Bian, Zongpan3; Bai, Zhuoli3 |
| 刊名 | LAND
 |
| 出版日期 | 2022-03-01 |
| 卷号 | 11期号:3页码:20 |
| 关键词 | land cover products 10 m resolution spatial consistency accuracy evaluation drought regions northwestern China |
| DOI | 10.3390/land11030427 |
| 通讯作者 | Wang, Zhihua(zhwang@lreis.ac.cn) |
| 英文摘要 | The ecological and natural conditions in drought regions are harsh. Water shortages and land desertification are prominent features of these regions. The land cover in these regions has a large impact on global climate change, as well as on ecological protection and construction. To make rational and sustainable use of land resources, it is crucial to quickly grasp the accuracy and spatial distribution differences of multi-source remote sensing land cover products in drought regions. Therefore, taking northwestern China as the study area, in this study, the accuracy and spatial pattern distribution differences of three high-resolution (10 m) land cover products, namely, the Finer Resolution Observation and Monitoring of Global Land Cover (FROM-GLC), European Space Agency (ESA), and Environmental Systems Research Institute (ESRI) products, were compared and analyzed via area composition similarity, spatial pattern consistency, and absolute accuracy assessment for three validation samples. The results show that the FROM-GLC product had the highest overall accuracy, ranging from 53.81% to 73.45%. The ESRI product had the lowest overall accuracy, ranging from 35.90% to 64.16%. The spatial consistencies of the three products were low, accounting for 46.26% of the total area, and they were mostly distributed in a single area (mainly bare land and forest). The low accuracy for grassland, bare land, shrubland, and other vegetation types was the primary reason for the large differences between the three products. Future research should focus on improving the mapping accuracy for these vegetation types. Accuracies for water and cropland of the three products were consistent, and, thus, the FROM-GLC, ESA, and ESRI products can be used as auxiliary data in research related to water resources and cropland resources in drought regions. |
| WOS关键词 | CLIMATE-CHANGE ; VALIDATION ; ACCURACY ; DATASET ; MAPS ; VEGETATION ; RESOLUTION ; DYNAMICS ; GLC2000 |
| 资助项目 | National Key R&D Program of China[2021YFB3900501] ; National Natural Science Foundation of China[41901354] ; Innovation Project of the Laboratory of Resources and Environmental Information Systems[O88RAA01YA] |
| WOS研究方向 | Environmental Sciences & Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:000775100600001 |
| 出版者 | MDPI |
| 资助机构 | National Key R&D Program of China ; National Natural Science Foundation of China ; Innovation Project of the Laboratory of Resources and Environmental Information Systems |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/173403]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Wang, Zhihua |
| 作者单位 | 1.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China 3.China Earthquake Adm, Monitoring & Applicat Ctr 2, Xian 710054, Peoples R China 4.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Peoples R China |
| 推荐引用方式 GB/T 7714 | Kang, Junmei,Yang, Xiaomei,Wang, Zhihua,et al. Comparison of Three Ten Meter Land Cover Products in a Drought Region: A Case Study in Northwestern China[J]. LAND,2022,11(3):20. |
| APA | Kang, Junmei.,Yang, Xiaomei.,Wang, Zhihua.,Cheng, Hongbin.,Wang, Jun.,...&Bai, Zhuoli.(2022).Comparison of Three Ten Meter Land Cover Products in a Drought Region: A Case Study in Northwestern China.LAND,11(3),20. |
| MLA | Kang, Junmei,et al."Comparison of Three Ten Meter Land Cover Products in a Drought Region: A Case Study in Northwestern China".LAND 11.3(2022):20. |
入库方式： OAI收割
来源：地理科学与资源研究所
浏览0
下载0
收藏0
其他版本
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。