The development of variable system-based internet of things for the solar greenhouse and its application in lettuce
文献类型: 外文期刊
作者: Li, Lingzhi 1 ; Han, Furong 1 ; Li, Jingjing 2 ; An, Shunwei 3 ; Shi, Kaili 2 ; Zhang, Shirui 2 ; Zhangzhong, Lili 2 ;
作者机构: 1.Shanxi Agr Univ, Coll Hort, Jinzhong, Shanxi, Peoples R China
2.Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Equipment Technol, Beijing, Peoples R China
3.Beijing Municipal Bur Agr & Rural Affairs, Agr Extens Stn, Beijing, Peoples R China
4.Minist Agr & Rural Affairs, Key Lab Qual Testing Software & Hardware Prod Agr, Beijing, Peoples R China
关键词: solar greenhouse; east-west ridge orientation; variable irrigation; internet of things (IoT); water management
期刊名称:FRONTIERS IN PLANT SCIENCE ( 影响因子:5.6; 五年影响因子:6.8 )
ISSN: 1664-462X
年卷期: 2024 年 15 卷
页码:
收录情况: SCI
摘要: The east-west ridge orientation has recently become an important agronomic method to improve mechanization in solar greenhouses. However, these ridge orientation changes shape differences between different ridges in crop water consumption, and there is a lack of research on the regulation and adaptation of water consumption. Therefore, this study introduces a variable irrigation decision-making method based on the Internet of Things management and control system for an east-west ridge orientation. To replenish water on demand, this study seting the variable irrigation decision-making (VRI) methods and traditional average irrigation decision-making (URI) methods in the system, and lettuce cultivation experiments were conducted to verify the effectiveness of the model and system. The results show that the difference of accumulated photosynthetically active radiation is the most significant between different ridges of the east-west ridge orientation, and the coefficient of variation is 43.77 %, which can be used as an activating factor for VRI methods. The irrigation water consumption, yield, water-use efficiencies, and irrigation water utilization of lettuce at different levels of irrigation were 307.12 L/m2, 5854.07 kg center dot ha-1, 1391.47 kg center dot ha-1 center dot mm-1, and 7.63 kg center dot cm-3, respectively. Compared with the URI methods, the VRI method saved 10.02 % of water, increased yield by 9 %, and enhanced water use efficiency and irrigation water use efficiency by 12 % and 21.32 %, respectively. This study provides a new approach for improving crop production efficiency under an east-west ridge orientation.
- 相关文献
作者其他论文 更多>>
-
GRU-Transformer: A Novel Hybrid Model for Predicting Soil Moisture Content in Root Zones
作者:Zheng, Wengang;Zheng, Kai;Zheng, Wengang;Zhangzhong, Lili;Lan, Renping;Yu, Jingxin;Gao, Lutao;Zhangzhong, Lili;Yu, Jingxin;Xu, Linlin
关键词:GRU; transformer; soil moisture content; deep learning
-
Effect of nanobubble concentrations on fouling control capacity in biogas slurry wastewater distribution systems
作者:Xiao, Yang;Zhangzhong, Lili;Zheng, Wengang;Xiao, Yang;Zhangzhong, Lili;Tan, Siyuan;Song, Peng;Li, Yunkai;Zheng, Wengang;Song, Peng;Zheng, Wengang
关键词:Wastewater irrigation; Biofouling; Precipitate; Particulate
-
Spatial-temporal distribution and potential risk of pesticides in ambient air in the North China Plain
作者:Zhao, Mingyu;Cao, Yuxuan;Li, Jingjing;Chen, Xue;Shi, Shuping;Liu, Xuejun;Wang, Kai;Wu, Junxue;Zou, Ziyu;Zhao, Ercheng;Figueiredo, Daniel M.;Zhang, Yun;Zhang, Hongyan;Han, Jiajun;Li, Jindong;Wei, Zhiyun;Li, Jindong;Geissen, Violette;Ritsema, Coen J.
关键词:Atmospheric pesticides; Spatial-temporal distribution; Crop systems; Health risk assessment; North China Plain
-
Application of long-chain ammonium polyphosphate to control inorganic fouling in agricultural saline water distribution systems
作者:Ma, Changjian;Wang, Xuejun;Liu, Zhaohui;Ma, Changjian;Xiao, Yang;Li, Yunkai;Puig-Bargues, Jaume;Liao, Renkuan;Zhangzhong, Lili
关键词:Ammonium polyphosphate; Drip irrigation; Emitter clogging; Fouling; Crystal structure
-
Effects of saline water with different concentrations of calcium and magnesium ions on emitter clogging in drip irrigation integrated water-fertilizer system
作者:Zhou, Long;Yang, Peiling;Li, Yunkai;Su, Yanping;Wang, Xin;He, Xin;Wei, Chenchen;Zhangzhong, Lili;He, Xin
关键词:chemical precipitation; drip irrigation system; ions; saline water
-
Metagenomic Evidence for Cobamide Producers Driving Prokaryotic Co-occurrence Associations and Potential Function in Wastewater Treatment Plants
作者:Wang, Jichen;Jing, Zhongwang;Ge, Yuan;Wang, Jichen;Jing, Zhongwang;Ge, Yuan;Shi, Kaili
关键词:cobamides; metagenomic; sludge; microbialnetwork; microbial function
-
Development of an evapotranspiration estimation method for lettuce via mobile phones using machine vision: Proof of concept
作者:Zhangzhong, Lili;Gao, Hairong;Zheng, Wengang;Li, Jingjing;Wang, Dequn;Zhangzhong, Lili;Gao, Hairong;Zheng, Wengang;Li, Jingjing;Wang, Dequn;Wu, Jianwei
关键词:Image processing; Machine learning; Crop coefficient; Crop evapotranspiration