Soybean phenological changes in response to climate warming in three northeastern provinces of China
文献类型: 外文期刊
第一作者: Xin, Minghua
作者: Xin, Minghua;Zhang, Zhenggui;Han, Yingchun;Feng, Lu;Lei, Yaping;Li, Xiaofei;Wu, Fengqi;Wang, Jian;Wang, Zhanbiao;Li, Yabing;Feng, Lu;Li, Xiaofei;Wang, Zhanbiao;Li, Yabing;Wang, Zhanbiao;Wang, Zhanbiao;Li, Yabing
作者机构:
关键词: Soybean phenology; Climate change; Spatial-temporal response; Three northeastern provinces of China
期刊名称:FIELD CROPS RESEARCH ( 影响因子:5.8; 五年影响因子:6.9 )
ISSN: 0378-4290
年卷期: 2023 年 302 卷
页码:
收录情况: SCI
摘要: Context: Soybean plays an important role in agricultural production in three northeastern provinces of China; furthermore, climate change, particularly temperature and rainfall changes, can significantly regulate soybean phenological periods. Research Question: Current research on the spatial and temporal characteristics of soybean phenology and its relationship with climate change in the three northeastern provinces of China is still inadequate. Methods: In this study, phenological and meteorological data from 26 agrometeorological stations in northeastern China were used to evaluate temporal and spatial changes and their correlations with soybean temperature, rainfall, phenological stage, and growth duration over the long term in three northeastern provinces. Results: On average, 22 of the 26 stations showed increases in temperature, and 15 stations showed increases in rainfall during the survey stage. All of soybean growth nodes were delayed, except R8, which advanced by 0.28 days, and all soybean growth durations were shortened except for during the V3-R1 period. In addition, temperature was negatively correlated with growth duration, while rainfall was positively correlated with growth duration. Further, the spatial and temporal distribution of temperature and rainfall showed that an increase in temperature led to an increase in thermal conditions and a significant northward and eastward expansion of the cumulative temperature zone, with the most significant increase in temperature occurring in most areas of Heilongjiang, followed by Liaoning. Conclusions: Soybean planting practices in the three eastern provinces should be adjusted to medium- and latematuring varieties, which can adapt to climate change and mitigate its effects during the phenological period, due their tolerance to high heat. Significance: These findings fill a knowledge gap for understanding the relationship between soybean phenological changes and climate change in the three northeastern provinces.
分类号:
- 相关文献
作者其他论文 更多>>
-
An improved 3D-SwinT-CNN network to evaluate the fermentation degree of black tea
作者:Zhu, Fengle;Wang, Jian;Zhang, Yuqian;Zhao, Zhangfeng;Shi, Jiang;He, Mengzhu
关键词:Black tea fermentation; Hyperspectral imaging; 3D-SwinT-CNN; 3D convolutional neural networks; Swin transformer
-
Comprehensive analysis of Dendrobium catenatum HSP20 family genes and functional characterization of DcHSP20-12 in response to temperature stress
作者:Wang, Peng;Liu, Wen;Wang, Jian;Zhou, Yang;Wang, Peng;Li, Yuxin;Zhao, Xi;Liu, Wen;Hu, Yanping;Wang, Jian;Zhou, Yang;Zhang, Tingting;Hu, Yanping;Wang, Jian;Zhou, Yang
关键词:Dendrobium catenatum; HSP20 gene family; High temperature stress; Low temperature stress
-
ESG-YOLO: A Method for Detecting Male Tassels and Assessing Density of Maize in the Field
作者:Wu, Wendi;Zhang, Yuhang;Wu, Wendi;Zhang, Jianhua;Zhou, Guomin;Zhang, Yuhang;Wang, Jian;Hu, Lin;Zhang, Jianhua;Zhou, Guomin;Wang, Jian;Hu, Lin;Zhou, Guomin
关键词:maize; tassel; target detection; attention mechanism; SPD-Conv; ESG-YOLO; density assessment
-
Dissipation, accumulation, distribution and risk assessment of fungicides in greenhouse and open-field cowpeas
作者:Cui, Kai;Guan, Shuai;Liang, Jingyun;Fang, Liping;Ding, Ruiyan;Li, Teng;Dong, Zhan;Wang, Jian;Cui, Kai;Guan, Shuai;Liang, Jingyun;Fang, Liping;Ding, Ruiyan;Li, Teng;Dong, Zhan;Wang, Jian;Ma, Guoping;Zhao, Shengying;Hao, Qian
关键词:Fungicides; Cowpeas; Distribution; Accumulation; Risk assessment
-
GACDNet:Mapping winter wheat by generative adversarial cross-domain networks with transformer integration for zero-sample extraction
作者:Wang, Chunyang;Gu, Yanan;Xu, Zhaozhao;Wang, Chunyang;Li, Kai;Zhao, Zongze;Yang, Wei;Wang, Xinbing;Wang, Jian
关键词:Domain generalization; Contrast learning; Cross-domain; Image classification; Winter wheat
-
Probabilistic graph model and neural network perspective of click models for web search
作者:Liu, Jianping;Wang, Yingfei;Wang, Meng;Chu, Xintao;Liu, Jianping;Wang, Jian
关键词:Click model; Click prediction; Document ranking; Implicit feedback; Web search
-
Cotton stalk valorization towards bio-based materials, chemicals, and biofuels: A review
作者:Cai, Chenggu;Wang, Zhanbiao;Ma, Lei;Li, Fuguang;Cai, Chenggu;Wang, Zhanbiao;Ma, Lei;Li, Fuguang;Xu, Zhaoxian;Yu, Jianming
关键词:Cotton stalk valorization; Bio-based materials; Bio-based chemicals; Biofuels; Techno-economic assessment; Sustainable development of cotton industry