Comparison of Machine Learning Algorithms for Remote Sensing Monitoring of Rice Yields

Jing Xia; Zhang Jie; Zhang Jie; Wang Jiao-jiao; Ming Shi-kang; Feng Hai-kuan; Song Xiao-yu; Fu You-qiang; SCI

机构： Xian Univ Sci & Technol, Sch Surveying & Mapping Sci & Technol, Xian 710054, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100094, Peoples R China; Guangdong Acad Agr Sci, Rice Res Inst, Guangzhou 510640, Peoples R China;

关键词： Hyperspectral remote sensing; Rice yield estimation; Bayesian ridge regression; Support vector regression

 全文链接 请求原文

Spray drift evaluation with point clouds data of 3D LiDAR as a potential alternative to the sampling method

Li, Longlong; Zhang, Ruirui; Chen, Liping; Zhang, Linhuan; Tang, Qing; Ding, Chenchen; Li, Longlong; Zhang, Ruirui; Chen, Liping; Zhang, Linhuan; Tang, Qing; Ding, Chenchen; Li, Longlong; Zhang, Ruirui; Chen, Liping; Zhang, Linhuan; Tang, Qing; Ding, Chenchen; Liu, Boqin; Zhang, Zhen; Hewitt, Andrew J.; SCI

机构： Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China; Natl Ctr Int Res Agr Aerial Applicat Technol, Beijing, Peoples R China; Northwest A&F Univ, Coll Mech & Elect Engn, Yangling, Peoples R China; Shandong Agr Univ, Coll Informat Sci & Engn, Tai An, Peoples R China; Univ Queensland, Ctr Pesticide Applicat & Safety, Brisbane, QLD, Australia;

关键词： plant protection; droplet; spray drift; point clouds; 3D LiDAR; remote sensing

 全文链接 请求原文

Alternative prey mediate intraguild predation in the open field

Snyder, Gretchen B.; Crowder, David W.; Fu, Zhen; Krey, Karol L.; Lynch, Christine A.; Smith, Olivia M.; Snyder, William E.; Chapman, Eric G.; Crossley, Michael S.; Harwood, James D.; Jensen, Andrew S.; SCI

机构： Washington State Univ, Dept Entomol, Pullman, WA 99164 USA; Univ Georgia, Dept Entomol, 538 Bio Sci CS, Athens, GA 30602 USA; Univ Kentucky, Dept Entomol, Lexington, KY USA; Univ Delaware, Dept Entomol & Wildlife Ecol, Newark, DE USA; Beijing Acad Agr & Forestry Sci, Inst Plant & Environm Protect, Beijing, Peoples R China; Northwest Potato Res Consortium, Olathe, CO USA;

关键词： predator-predator interference; diversity; niche shift; species identity effects; conservation biological control; generalist predators

 全文链接 请求原文

Winter Wheat Nitrogen Estimation Based on Ground-Level and UAV-Mounted Sensors

Song, Xiaoyu; Yang, Guijun; Xu, Xingang; Song, Xiaoyu; Yang, Guijun; Xu, Xingang; Zhang, Dongyan; Yang, Chenghai; Feng, Haikuan; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing 100097, Peoples R China; Anhui Univ, Anhui Engn Lab Agroecol Big Data, Hefei 230601, Peoples R China; USDA ARS, Aerial Applicat Technol Res Unit, College Stn, TX 77845 USA; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： leaf nitrogen concentration; plant nitrogen content; nitrogen nutrition index; Gaussian process regression

 全文链接 请求原文

Towards Developing an Epidemic Monitoring and Warning System for Diseases and Pests of Hot Peppers in Guizhou, China

Liu, Kaige; Chen, Xiaohui; Ding, Zhihuan; Li, Ming; Liu, Kaige; Song, Min; Li, Ming; Liu, Kaige; Mu, Yumei; Xing, Dan; SCI

机构： Minist Agr & Rural Affairs, Key Lab Cold Chain Logist Technol Agroprod,Beijin, China Meteorol Adm,Natl Engn Res Ctr Informat Tec, Meteorol Serv Ctr Urban Agr,Natl Engn Lab Agripro, Beijing 100097, Peoples R China; Guizhou Chunxin Technol Co Ltd, Guiyang 550081, Peoples R China; Shihezi Univ, Key Lab Special Fruits & Vegetables Cultivat Phys, Dept Hort, Agr Coll, Shihezi 832003, Peoples R China; Guizhou Acad Agr Sci, Inst Pepper, Guiyang 550025, Peoples R China;

关键词： hot pepper; plant disease forecast model; powdery mildew; anthracnose; decision support system

 全文链接 请求原文

Effects of lighting regimes on performance, pineal melanopsin expression and melatonin content in native laying hens aged from 19 to 34 weeks

Geng, A. L.; Zhang, J.; Zhang, Y.; Wang, H. H.; Chu, Q.; Yan, Z. X.; Liu, H. G.; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Anim Husb & Vet Med, Beijing 100097, Peoples R China;

关键词： lighting regime; performance; melanopsin; melatonin

 全文链接 请求原文

Seneca Valley Virus 3C(pro) Cleaves Heterogeneous Nuclear Ribonucleoprotein K to Facilitate Viral Replication

Song, Jiangwei; Quan, Rong; Wang, Dan; Liu, Jue; Liu, Jue; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Anim Husb & Vet Med, Beijing Key Lab Prevent & Control Infect Dis Lives, Beijing, Peoples R China; Yangzhou Univ, Coll Vet Med, Yangzhou, Peoples R China; Yangzhou Univ, Jiangsu Coinnovat Ctr Prevent & Control Important, Yangzhou, Peoples R China;

关键词： seneca valley virus; heterogeneous nuclear ribonucleoprotein K; viral replication; host protein regulation; viral 3C protease

 全文链接 请求原文

iTRAQ-based quantitative proteomic analysis provides insight into the drought-stress response in maize seedlings

Ren, Wen; Shi, Zi; Zhou, Miaoyi; Zhao, Bingbing; Li, Hanshuai; Wang, Jiarong; Liu, Ya; Zhao, Jiuran; SCI

机构： Beijing Acad Agr & Forestry Sci, Maize Res Inst, Beijing Key Lab Maize DNA Fingerprinting & Mol Br, Shuguang Garden Middle Rd 9, Beijing 100097, Peoples R China;

 全文链接 请求原文

Roles of AaVeA on Mycotoxin Production via Light in Alternaria alternata

Wang, Liuqing; Wang, Meng; Jiao, Jian; Liu, Hongmei; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Qual Stand & Testing Technol BAAFS, Beijing, Peoples R China; Chinese Acad Sci, Inst Sci & Dev, Beijing, Peoples R China; Acad Natl Food & Strateg Reserves Adm, Beijing, Peoples R China;

关键词： Alternaria alternata; mycotoxin; tenuazonic acid; alternariol; light regulation; velvet complex

 全文链接 请求原文

Abscisic acid insensitive 4 interacts with ICE1 and JAZ proteins to regulate ABA signaling-mediated cold tolerance in apple

An, Jian-Ping; Yang, Kuo; Wang, Xiao-Fei; Wang, Gui-Luan; You, Chun-Xiang; Xu, Rui-Rui; Liu, Xin; Su, Ling; SCI

机构： Shandong Agr Univ, Coll Hort Sci & Engn, State Key Lab Crop Biol, Tai An 271018, Shandong, Peoples R China; Weifang Univ, Key Lab Biochem & Mol Biol Univ Shandong, Coll Biol & Agr Engn, Weifang 261061, Shandong, Peoples R China; Beijing Acad Forestry & Pomol Sci, Beijing 100093, Peoples R China; Shandong Acad Grape, Jinan 250100, Shandong, Peoples R China;

关键词： ABI4; abscisic acid; apple; CBF; cold tolerance; ICE1; jasmonic acid; JAZ proteins; transcriptional regulation

 全文链接 请求原文