Towards Developing an Epidemic Monitoring and Warning System for Diseases and Pests of Hot Peppers in Guizhou, China
文献类型: 外文期刊
第一作者: Liu, Kaige
作者: Liu, Kaige;Chen, Xiaohui;Ding, Zhihuan;Li, Ming;Liu, Kaige;Song, Min;Li, Ming;Liu, Kaige;Mu, Yumei;Xing, Dan
作者机构:
关键词: hot pepper; plant disease forecast model; powdery mildew; anthracnose; decision support system
期刊名称:AGRONOMY-BASEL ( 影响因子:3.949; 五年影响因子:4.117 )
ISSN:
年卷期: 2022 年 12 卷 5 期
页码:
收录情况: SCI
摘要: Guizhou province is the largest area of hot pepper cultivation and processing in China. However, diseases and pests are major bottlenecks for the sustainable development of the industry. This study proposes a solution that combines intelligent monitoring equipment, a prediction model and decision support system for hot peppers, including a demonstration of the solution in Guizhou province. We scouted hot pepper diseases and pests in Zunyi city, and deployed weather stations and automatic pathogens and pest monitoring equipment. A prediction model was developed to forecast powdery mildew and anthracnose based on long short-term memory, with accuracy of 0.74 and 0.68, respectively. Using big data analysis and an app for pest outbreaks as the front desks, we developed an epidemic monitoring and warning system for hot peppers in Guizhou. The results could effectively serve grass-roots managers, increase productivity, reduce production costs and overall have a high demonstration effect. This concept could be extended to other crops to accelerate the process of agricultural modernization in China.
分类号:
- 相关文献
作者其他论文 更多>>
-
Effect of crowding stress on liver health, gut permeability and gut microbiota of genetically improved farmed tilapia (GIFT, Oreochromis niloticus)
作者:Zhang, Jian;Chen, Jie;Liang, Hui;Li, Ming;Zhou, Wenhao;Zhou, Zhigang;Yang, Yalin;Zhang, Zhen;Ran, Chao;Ding, Qianwen
关键词:Crowing stress; Apoptosis; Gut permeability; Gut microbiota; GIFT
-
Decoding the fish genome opens a new era in important trait research and molecular breeding in China
作者:Zhou, Qian;Wang, Jialin;Chen, Zhangfan;Wang, Na;Li, Ming;Wang, Lei;Si, Yufeng;Lu, Sheng;Cui, Zhongkai;Liu, Xuhui;Chen, Songlin;Zhou, Qian;Wang, Jialin;Chen, Zhangfan;Wang, Na;Li, Ming;Wang, Lei;Si, Yufeng;Lu, Sheng;Cui, Zhongkai;Liu, Xuhui;Chen, Songlin;Li, Jiongtang
关键词:fish genomics; economic traits; genomic selection; genome editing; genomic breeding
-
Increased nitrogen accumulation in mulberry trees due to the secretion of glomalin-related soil protein induced by arbuscular mycorrhizal fungi
作者:Zhang, Huirong;Zhang, Fang;Peng, Shiqing;Shi, Yanjin;Luo, Chaobin;Xing, Dan;Zhang, Huirong;Wang, Zhenhong;Cheng, Hongguang;Tian, Xueping
关键词:Arbuscular mycorrhizal fungi; Nitrogen nutrition; Soil inorganic nitrogen; Soil dissolved organic nitrogen
-
Establishment, application and comparison of three immunoaffinity pretreatment techniques for mycotoxins systematically
作者:Tian, Ye;Liu, Zhaoying;Li, Ming;Du, Daolin;Sun, Mingna;Duan, Jinsheng;Tian, Ye;Verheecke-Vaessen, Carol;Li, Ming
关键词:Immunoaffinity pretreatment; Magnetic bead; Protein G; Application; Comparison
-
5 mC modification of steroid hormone biosynthesis-related genes orchestrates feminization of channel catfish induced by high-temperature
作者:Xu, Siqi;Xie, Bingjie;Liu, Hongyan;Liu, Ju;Wang, Minghua;Zhong, Liqiang;Chen, Xiaohui;Zhang, Shiyong;Xu, Siqi;Liu, Hongyan;Wang, Minghua;Zhong, Liqiang;Chen, Xiaohui;Zhang, Shiyong;Chen, Xiaohui;Zhang, Shiyong;Xie, Bingjie;Chen, Xiaohui;Zhou, Jian;Zhang, Lu;Wen, Zhengyong
关键词:Temperature; Sex reversal; Methylation; srd5a2; Channel catfish
-
Knowledge mapping on the sun-induced chlorophyll fluorescence technology research: a scientometric and visualization analysis
作者:Li, Ming;Wang, Yang;Chen, Bin;Wang, Yang;Chou, Shuren;Li, Ming;Li, Ming;Wang, Yang;Li, Na
关键词:Sun-induced chlorophyll fluorescence; Remote sensing; Visualization; Scientometric
-
Integration of Deep Learning and Sparrow Search Algorithms to Optimize Greenhouse Microclimate Prediction for Seedling Environment Suitability
作者:Shi, Dongyuan;Yuan, Pan;Liang, Longwei;Li, Ming;Diao, Ming;Shi, Dongyuan;Li, Ming;Gao, Lutao
关键词:CNN; greenhouse microclimate; LSTM; sparrow search algorithm; time series prediction