A 30-m annual paddy rice dataset in Northeastern China during period 2000-2023
文献类型：期刊论文
| 作者 | Hou, Dawei4,5; Chen, Jing4; Dong, Jinwei1; Ji, Chao2; Feng, Jingxuan3; Du, Guoming4,5; Yang, Lixiao4,5 |
| 刊名 | SCIENTIFIC DATA
 |
| 出版日期 | 2025-08-05 |
| 卷号 | 12期号:1页码:1355 |
| ISSN号 | 2052-4463 |
| DOI | 10.1038/s41597-025-05715-0 |
| 产权排序 | 3 |
| 文献子类 | Article |
| 英文摘要 | As the cornerstone of China's food security, Northeastern China contributes nearly 20% of national rice production. However, we are still lacking of high-resolution rice maps with detailed and long time-series in this region, impeding crop management decisions for food security. Here we generated an annual 30 m resolution rice distribution dataset for Northeastern China since the 21st century (NECAR) using the Google Earth Engine platform and random forest classification. The workflow involved (1) hierarchical screening principle to select ground samples, (2) the linear interpolation and Whittaker smoothing Landsat5/7/8 time series data and (3) enhanced spectral-feature sets. The resultant annual maps have high overall accuracy (OA) ranging from 0.93 to 0.99, and the satellite estimates corresponded well with statistics for most cities (R-2 >= 0.7, p < 0.01), with higher accuracy than that of similar crops mapping datasets. This is the first attempt in Northeastern China to reconstruct paddy rice patterns at a 30-m resolution over a detailed and extended time series, enabling in-depth analysis of potential environmental and economic impacts. |
| URL标识 | 查看原文 |
| WOS关键词 | TIME-SERIES ; VEGETATION INDEX ; LANDSAT IMAGES ; RANDOM FOREST ; PHENOLOGY ; COVER ; REFLECTANCE ; EXTENT ; AREAS ; DELTA |
| WOS研究方向 | Science & Technology - Other Topics |
| 语种 | 英语 |
| WOS记录号 | WOS:001546938100010 |
| 出版者 | NATURE PORTFOLIO |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/215608]  |
| 专题 | 资源利用与环境修复重点实验室_外文论文 |
| 通讯作者 | Hou, Dawei; Dong, Jinwei |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China; 2.Yunnan Univ Finance & Econ, Kunming 650221, Peoples R China; 3.Northeast Agr Univ, Coll Hort & Landscape Architecture, Haerbin 150030, Peoples R China 4.Northeast Agr Univ, Sch Publ Adm & Law, Haerbin 150030, Peoples R China; 5.Northeast Agr Univ, Ctr Land Remote Sensing Engn Technol Heilongjiang, Haerbin 150030, Peoples R China; |
| 推荐引用方式 GB/T 7714 | Hou, Dawei,Chen, Jing,Dong, Jinwei,et al. A 30-m annual paddy rice dataset in Northeastern China during period 2000-2023[J]. SCIENTIFIC DATA,2025,12(1):1355. |
| APA | Hou, Dawei.,Chen, Jing.,Dong, Jinwei.,Ji, Chao.,Feng, Jingxuan.,...&Yang, Lixiao.(2025).A 30-m annual paddy rice dataset in Northeastern China during period 2000-2023.SCIENTIFIC DATA,12(1),1355. |
| MLA | Hou, Dawei,et al."A 30-m annual paddy rice dataset in Northeastern China during period 2000-2023".SCIENTIFIC DATA 12.1(2025):1355. |
入库方式： OAI收割
来源：地理科学与资源研究所
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