Nutrient use efficiency has decreased in southwest China since 2009 with increasing risk of nutrient excess
文献类型: 外文期刊
作者: Liao, Guitang 1 ; Wang, Yongdong 2 ; Yu, Haiying 2 ; He, Peng 3 ; Lin, Zhengyu 3 ; Dai, Tianfei 4 ; Xu, Chenghua 1 ; Li, Tinxuan 2 ;
作者机构: 1.Chengdu Univ Informat Technol, Coll Resources & Environm, Chengdu 610225, Peoples R China
2.Sichuan Agr Univ, Coll Resource, Chengdu 611130, Peoples R China
3.Sichuan Acad Agr Sci, Agr Informat & Rural Econ Res Inst, Chengdu 610066, Peoples R China
4.Sichuan Green Food Dev Ctr, Chengdu 610041, Peoples R China
期刊名称:COMMUNICATIONS EARTH & ENVIRONMENT ( 影响因子:7.9; 五年影响因子:7.9 )
ISSN:
年卷期: 2023 年 4 卷 1 期
页码:
收录情况: SCI
摘要: The optimal application of nutrients, such as nitrogen and phosphorus, to the soil is crucial for achieving high crop yields with minimal environmental impact. However, the effect of spatio-temporal changes in soil nutrient supply on crop yield is poorly understood in China. Here, we present a framework that combines environmental data, fertilizer field experiments, and machine learning to estimate the rice yield responses to different nutrient conditions and overall farmland nutrient sustainability in southwest China from 2009 to 2019. The results show that the fertilizer input has contributed to the long-term increase in rice yield over the past ten years. The fertilizer use has increased rice yield by 2.3-2.4 tons per hectare per year. However, the nutrient use efficiency decreased, with the fertilizer contribution ratio declining from 29.3% in 2009 to 27.5% in 2019. Further, 19% of the rice-growing farmlands are at risk of nutrient excess, and 36% are at risk of nutrient degradation. Controlling nitrogen and phosphorus input is key to nutrient regulation, and our approach may guide the sustainable use of nutrient resources on farmlands. Fertiliser inputs have increased rice yield in southwest China since 2009, but the effect is declining, and less than half of the rice fields have optimal level of soil nutrients, according to a modelling analysis that uses field experiments and nutrient assessments.
- 相关文献
作者其他论文 更多>>
-
Multifunctional Analysis of Agriculture from the Perspective of Tradeoff/Synergy: A Case Study of Sichuan Province in Western China
作者:Liao, Qiang;Chen, Chunyan;Lin, Zhengyu;Liu, Yuanli;Cao, Jie;Shao, Zhouling;Kou, Yaowen
关键词:spatiotemporal pattern; agricultural functions; tradeoff and synergies; cluster analysis; Sichuan Province
-
GNN-FTuckER: A novel link prediction model for identifying suitable populations for tea varieties
作者:Li, Jun;Yang, Bing;Liu, Jiaxin;Wang, Xu;Wu, Zhongyuan;Huang, Qiang;Li, Jun;Yang, Bing;Li, Jun;He, Peng
关键词:
-
Identifying Tomato Growth Stages in Protected Agriculture with StyleGAN3-Synthetic Images and Vision Transformer
作者:Huo, Yao;Liu, Yongbo;He, Peng;Hu, Liang;Gao, Wenbo;Gu, Le
关键词:StyleGAN3; ViT; deep learning; tomato
-
Feeding strategy determine flexible biogas via shaping microbial abundance and interaction in anaerobic digestion
作者:Wu, Pengjie;Bai, Tianyu;Yang, Ying;Li, Kunyao;Zhuang, Suyu;Song, Fuyu;Lv, Zuopeng;Wen, Hongyu;Tan, Hao;Yu, Haiying
关键词:Anaerobic digestion; Intermittent feeding; Microbial community; Biogas
-
Evaluation Model of Rice Seedling Production Line Seeding Quality Based on Deep Learning
作者:Liu, Yongbo;He, Peng;Cao, Yan;Ding, Shitao;Zhu, Conghua
关键词:rice; ResNet; deep learning; seedling seeder
-
Simulation of citrus production space based on MaxEnt
作者:Lin, Zhengyu;Chen, Chunyan;Liu, Yuanli;Gao, Wenbo;Cao, Ji;Shao, Zhouling;Lin, Zhengyu;He, Peng;Liu, Guanghui;Liao, Guitang
关键词:land use; crops suitability; maximum entropy model(MaxEnt); multi-scenario simulation; citrus
-
Land use optimization of rural production-living-ecological space at different scales based on the BP-ANN and CLUE-S models
作者:Liao, Guitang;Xu, Chenghua;He, Peng;Lin, Zhengyu;Gao, Xuesong;Zhou, Wei;Deng, Ouping;Deng, Liangji;Huang, Chengyi
关键词:Land use optimization; Production-living-ecological space; BP-ANN; CLUE-S; Different scales




