Spatiotemporal Variations in Grain Yields and Their Responses to Climatic Factors in Northeast China During 1993-2022
文献类型：期刊论文
| 作者 | Pang, Ruiqiu2; Sun, Dongqi1; Sun, Weisong2 |
| 刊名 | LAND
 |
| 出版日期 | 2025-08-21 |
| 卷号 | 14期号:8页码:1693 |
| 关键词 | climate change grain yield geographically and temporally weighted regression spatiotemporal heterogeneity |
| DOI | 10.3390/land14081693 |
| 产权排序 | 2 |
| 文献子类 | Article |
| 英文摘要 | Global warming impacts agricultural production and food security, particularly in high-latitude regions with high temperature sensitivity. As a major grain-producing area in China and one of the fastest-warming regions globally, Northeast China (NEC) has received considerable research attention. However, the existing literature lacks sufficient exploration of the spatiotemporal heterogeneity in climate change impacts. Based on data on rice, corn, and soybean yields, as well as temperature, rainfall, and sunshine duration in NEC from 1993 to 2022, this study employs Sen's slope estimation, the Mann-Kendall (MK) test, spatial autocorrelation analysis, and the Geographically and Temporally Weighted Regression (GTWR) model to analyze the spatiotemporal evolution of grain yields and their responses to climate change. The results show that (1) 1993-2022 witnessed an overall rise in grain yields per unit area in NEC, with Liaoning growing fastest. Rice yields increased regionally; corn yields rose in Liaoning and Jilin, while soybean yields increased only in Liaoning. During the growing season, rainfall trended upward with fluctuations, temperatures rose steadily, and sunshine duration declined in Heilongjiang. (2) Except for corn and soybeans in the early period, other crops exhibited significant yield spatial agglomeration. High-high agglomeration areas first expanded, then shrank, eventually shifting northward to the region of Jilin Province. (3) Climatic factors show marked spatiotemporal heterogeneity in impacts: positive effect areas of rainfall and temperature expanded northward; sunshine duration's influence weakened, but its negative effect areas spread. (4) Differences in crop responses are closely linked to their physiological characteristics, regional climate evolution, and agricultural adaptation measures. This study provides a scientific basis for formulating region-specific agricultural adaptation strategies to address climate change in NEC. |
| URL标识 | 查看原文 |
| WOS研究方向 | Environmental Sciences & Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:001558642300001 |
| 出版者 | MDPI |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/216020]  |
| 专题 | 区域可持续发展分析与模拟院重点实验室_外文论文 |
| 通讯作者 | Sun, Weisong |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China 2.Northeastern Univ, Jangho Architecture Coll, Shenyang 110169, Peoples R China; |
| 推荐引用方式 GB/T 7714 | Pang, Ruiqiu,Sun, Dongqi,Sun, Weisong. Spatiotemporal Variations in Grain Yields and Their Responses to Climatic Factors in Northeast China During 1993-2022[J]. LAND,2025,14(8):1693. |
| APA | Pang, Ruiqiu,Sun, Dongqi,&Sun, Weisong.(2025).Spatiotemporal Variations in Grain Yields and Their Responses to Climatic Factors in Northeast China During 1993-2022.LAND,14(8),1693. |
| MLA | Pang, Ruiqiu,et al."Spatiotemporal Variations in Grain Yields and Their Responses to Climatic Factors in Northeast China During 1993-2022".LAND 14.8(2025):1693. |
入库方式： OAI收割
来源：地理科学与资源研究所
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