Variability in Crop Response to Spatiotemporal Variation in Climate in China, 1980-2014
文献类型: 外文期刊
第一作者: Cao, Junjun
作者: Cao, Junjun;Yang, Peng;Wu, Wenbin;Cao, Junjun;Leng, Guoyong;Leng, Guoyong;Zhou, Qingbo
作者机构:
关键词: crop; climate variability; spatiotemporal; centroids; spatial heterogeneity
期刊名称:LAND ( 影响因子:3.9; 五年影响因子:4.0 )
ISSN:
年卷期: 2022 年 11 卷 8 期
页码:
收录情况: SCI
摘要: As the population increases and climate extremes become more frequent, the pressure on food supply increases. A better understanding of the influence of climate variations on crop yield in China would be of great benefit to global food security. In this study, gridded, daily meteorological data and county-level annual yield data were used to quantify the climate sensitivity of corn, rice, and spring wheat yields, and identify the spatiotemporal variation relationship between climate and yields from 1980 to 2014. The results showed that rice and corn were more sensitive to climate variations than spring wheat, both spatially and temporally. Photosynthetic active radiation (PAR) was found to be beneficial to rice in northeast China and the Yangtze River basin, as well as corn in the south and spring wheat in Xinjiang, but not to rice in the south of the Yangtze River and spring wheat in the southeast coast. The temperature centroid shift was the main driving factor causing the movement of the centroid of the three crops. For every 1 km shift of the temperature centroid, the corn and rice yield centroids moved 0.97 km and 0.34 km, respectively. These findings improve our understanding of the impacts of climate variations on agricultural yields in different regions of China.
分类号:
- 相关文献
作者其他论文 更多>>
-
Trends in crop yield estimation via data assimilation based on multi-interdisciplinary analysis
作者:Cao, Hong;Zhao, Rongkun;Xia, Lang;Wu, Shangrong;Yang, Peng;Cao, Hong;Zhao, Rongkun;Xia, Lang;Wu, Shangrong;Yang, Peng
关键词:Yield simulation; Data assimilation; Remote sensing; Crop growth model; Crops
-
A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery
作者:Wang, Li;Wu, Shangrong;Xia, Lang;Zha, Yan;Yang, Peng;Wang, Li;Wu, Shangrong;Xia, Lang;Zha, Yan;Yang, Peng;Zhou, Yong;Zhou, Zehan
关键词:Soil; Metals; Predictive models; Feature extraction; Remote sensing; Biological system modeling; Radio frequency; Noise; Accuracy; Surfaces; Farmland soil; machine learning; multispectral image; soil arsenic; spectral hierarchization
-
Extreme surface solar ultraviolet radiation events reduce maize yields in China
作者:Guan, Haixiang;Huang, Jianxi;Li, Xuecao;Zeng, Yelu;Su, Wei;Miao, Shuangxi;Zhu, Peng;Huang, Jianxi;Huang, Jianxi;Li, Xuecao;Zeng, Yelu;Su, Wei;Miao, Shuangxi;Jin, Zhenong;Ma, Yuyang;Wu, Wenbin;Wu, Wenbin;Wu, Bingfang;Wu, Bingfang
关键词:
-
Crop sample prediction and early mapping based on historical data: Exploration of an explainable FKAN framework
作者:Cheng, Feifei;Qiu, Bingwen;Yang, Peng;Wu, Wenbin;Yu, Qiangyi;Qian, Jianping;Wu, Bingfang;Chen, Jin;Chen, Xuehong;Tubiello, Francesco N.;Tryjanowski, Piotr;Takacs, Viktoria;Duan, Yuanlin;Lin, Lihui;Wang, Laigang;Zhang, Jianyang;Dong, Zhanjie
关键词:Historical Data; Sample generation; Crop mapping; Interpretability; Google Earth Engine
-
Field-scale irrigated winter wheat mapping using a novel cross-region slope length index in 3D canopy hydrothermal and spectral feature space
作者:Zhang, Youming;Yang, Guijun;Li, Zhenhong;Liu, Miao;Zhang, Jing;Gao, Meiling;Zhu, Wu;Zhang, Youming;Yang, Guijun;Yang, Xiaodong;Song, Xiaoyu;Long, Huiling;Liu, Miao;Meng, Yang;Thenkabail, Prasad S.;Wu, Wenbin;Zuo, Lijun;Meng, Yang
关键词:Winter wheat; Irrigation mapping; Hydrothermal and spectral feature; Cross-region; Rainfed line; Slope Length Index
-
PIGOME: An Integrated and Comprehensive Multi-omics Database for Pig Functional Genomics Studies
作者:Han, Guohao;Yang, Peng;Li, Qiaowei;Fan, Xinhao;Chen, Ruipu;Yan, Chao;Zeng, Mu;Yang, Yalan;Tang, Zhonglin;Han, Guohao;Yang, Peng;Zhang, Yongjin;Li, Qiaowei;Fan, Xinhao;Chen, Ruipu;Yan, Chao;Zeng, Mu;Yang, Yalan;Tang, Zhonglin;Han, Guohao;Yang, Peng;Zhang, Yongjin;Li, Qiaowei;Fan, Xinhao;Chen, Ruipu;Yan, Chao;Zeng, Mu;Yang, Yalan;Tang, Zhonglin;Yang, Peng;Tang, Zhonglin;Yang, Peng;Li, Qiaowei;Zeng, Mu
关键词:Pig; Multi-omics; Genome; Gene expression; Epigenetics; Database
-
A robust framework for mapping complex cropping patterns: The first national-scale 10 m map with 10 crops in China using Sentinel 1/2 images
作者:Qiu, Bingwen;Wu, Fangzheng;Hu, Xiang;Yang, Peng;Wu, Wenbin;Qian, Jianping;Chen, Jin;Chen, Xuehong;He, Liyin;Joe, Berry;Tubiello, Francesco N.;Wang, Laigang
关键词:Cropping patterns mapping; Model generalization; Dual-driven models; Crop diversity; Sentinel-1/2