Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China
文献类型：期刊论文
| 作者 | Xing, Yincong1,2; Bai, Peng1; Li, Yanzhong2 |
| 刊名 | TRANSACTIONS IN GIS
 |
| 出版日期 | 2024-12-09 |
| 卷号 | N/A |
| 关键词 | cropland cropland classification land cover remote sensing |
| DOI | 10.1111/tgis.13287 |
| 产权排序 | 1 |
| 文献子类 | Article ; Early Access |
| 英文摘要 | Accurate information on cropland area is essential for agricultural development and planning. Here, we evaluated the performance of six land cover products (CLCD, MCD12Q1, CCI-LC, GLC-FCS, CNLUCC, and CACD) in identifying cropland extent in a large irrigation district of China from 1995 to 2020 based on visual interpretation samples. The results indicate that CACD performs best with an average kappa coefficient (KC) of 0.89, followed by CLCD (KC = 0.87), GLC-FCS (KC = 0.75), CNLUCC (KC = 0.65), MCD12Q1 (KC = 0.49), and CCI-LC (KC = 0.29). Additionally, the cropland area provided by statistical yearbooks is significantly lower than that identified by CACD, with an average underestimation of -34%. We also find that these land cover products exhibit poor consistency in identifying cropland. The average percentage of grids labeled as completely consistent-where all six products identify those grids as cropland-is only 16.0% across the entire irrigation district, highlighting the uncertainty of existing land cover products in identifying cropland areas. |
| WOS关键词 | REMOTE-SENSING DATA ; GLOBAL CROPLAND ; CLASSIFICATION ; DATASETS |
| WOS研究方向 | Geography |
| WOS记录号 | WOS:001373965700001 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/210434]  |
| 专题 | 陆地水循环及地表过程院重点实验室_外文论文 |
| 通讯作者 | Bai, Peng |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China 2.Nanjing Univ Informat Sci & Technol, Sch Hydrol & Water Resources, Nanjing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xing, Yincong,Bai, Peng,Li, Yanzhong. Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China[J]. TRANSACTIONS IN GIS,2024,N/A. |
| APA | Xing, Yincong,Bai, Peng,&Li, Yanzhong.(2024).Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China.TRANSACTIONS IN GIS,N/A. |
| MLA | Xing, Yincong,et al."Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China".TRANSACTIONS IN GIS N/A(2024). |
入库方式： OAI收割
来源：地理科学与资源研究所
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