Design and Experimental Verification of the YOLOV5 Model Implanted with a Transformer Module for Target-Oriented Spraying in Cabbage Farming

Fu, Hao; Zheng, Shenyu; Zheng, Kang; Zhai, Changyuan; Fu, Hao; Zhai, Changyuan; Zhao, Xueguan; Wu, Huarui; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Guangxi Univ, Coll Mech Engn, Nanning 530004, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： precision agriculture; precision pesticide spraying; deep learning; target-oriented spray; target identification

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3D-CALI: Automatic calibration for camera and LiDAR using 3D checkerboard

Wang, Qing; Yan, Chao; Tan, Rongxuan; Feng, Youyang; Sun, Yang; Liu, Yu; SCI

机构： Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing 100097, Peoples R China;

关键词： Automatic calibration; Extrinsic parameters; Intrinsic parameter; LiDAR; Camera

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The 2018 European heatwave led to stem dehydration but not to consistent growth reductions in forests

Salomon, Roberto L.; Peters, Richard L.; Steppe, Kathy; Salomon, Roberto L.; Peters, Richard L.; Zweifel, Roman; Fonti, Patrick; von Arx, Georg; Rathgeber, Cyrille B. K.; Trotsiuk, Volodymyr; Walthert, Lorenz; Sass-Klaassen, Ute G. W.; Nabuurs, Gert-Jan; Akhmetzyanov, Linar; Stegehuis, Annemiek I.; Lindner, Marcus; Stegehuis, Annemiek I.; Cada, Vojtech; Janda, Pavel; Mikolas, Martin; Matula, Radim; Svoboda, Miroslav; Smiljanic, Marko; Scharnweber, Tobias; Wilmking, Martin; Poyatos, Rafael; Martinez-Vilalta, Jordi; Mencuccini, Maurizio; Poyatos, Rafael; Martinez-Vilalta, Jordi; Babst, Flurin; Babst, Flurin; Cienciala, Emil; Cienciala, Emil; Bellan, Michal; Krejza, Jan; Stojanovic, Marko; Svetlik, Jan; Lerink, Bas J. W.; Nabuurs, Gert-Jan; Mencuccini, Maurizio; van der Maaten, Ernst; Bar, Andreas; Ganthaler, Andrea; Balanzategui, Daniel; Heinrich, Ingo; Balanzategui, Daniel; Heinrich, Ingo; Bellan, Michal; Krejza, Jan; Svetlik, Jan; Bendix, Jorg; Berveiller, Daniel; Delpierre, Nicolas; Dufrene, Eric; Blazenec, Miroslav; Ditmarova, Lubica; Jezik, Marek; Carraro, Vinicio; Cecchini, Sebastien; Chan, Tommy; Paljakka, Teemu; Salmon, Yann; Conedera, Marco; Knusel, Simon; Delzon, Sylvain; Dolezal, Jiri; Dolezal, Jiri; Edvardsson, Johannes; Ehekircher, Stefan; Forner, Alicia; Forner, Alicia; Valladares, Fernando; Frouz, Jan; Gryc, Vladimir; Vavrcik, Hanus; Guney, Aylin; Guney, Aylin; Heinrich, Ingo; Hentschel, Rainer; Kahle, Hans-Peter; Stangler, Dominik Florian; Kuberski, Lukasz; Zin, Ewa; Kucera, Jiri; Lebourgeois, Francois; Mayr, Stefan; Oberhuber, Walter; Rathgeber, Cyrille B. K.; Obojes, Nikolaus; Osborne, Bruce; Osborne, Bruce; Tobin, Brian; Plichta, Roman; Urban, Josef; Rabbel, Inken; Salmon, Yann; Saunders, Matthew; Sitkova, Zuzana; Sterenczak, Krzysztof; Strelcova, Katarina; Tobin, Brian; Urban, Josef; Vejpustkova, Monika; Zin, Ewa; Zou, Junliang; SCI

机构： Univ Ghent, Fac Biosci Engn, Lab Plant Ecol, Dept Plants & Crops, B-9000 Ghent, Belgium; Univ Politecn Madrid, Grp Invest Sistemas Nat & Hist Forestal, Madrid 28040, Spain; Swiss Fed Inst Forest Snow & Landscape Res WSL, CH-8903 Birmensdorf, Switzerland; Wageningen Univ & Res, Forest Ecol & Forest Management, NL-6700 AA Wageningen, Netherlands; European Forest Inst, Resilience Programme, D-53113 Bonn, Germany; Czech Univ Life Sci Prague, Fac Forestry & Wood Sci, Dept Forest Ecol, Prague 16500, Czech Republic; Univ Greifswald, DendroGreif, Inst Bot & Landscape Ecol, D-17487 Greifswald, Germany; E08193 Bellaterra Cerdanyola Valles, CREAF, Catalonia, Spain; Univ Autonoma Barcelona, E08193 Bellaterra Cerdanyola Valles, Catalonia, Spain; Univ Arizona, Sch Nat Resources & Environm, Tucson, AZ 85721 USA; Univ Arizona, Lab Tree Ring Res, Tucson, AZ 85721 USA; IFER Inst Forest Ecosyst Res, Jilove 25401, Czech Republic; Czech Acad Sci, Global Change Res Inst, Brno 60300, Czech Republic; Wageningen Univ & Res, Wageningen Environm Res, NL-6700 AA Wageningen, Netherlands; ICREA, Barcelona 08010, Spain; Tech Univ Dresden, Forest Growth & Woody Biomass Prod, D-01737 Tharandt, Germany; Univ Innsbruck, Dept Bot, A-6020 Innsbruck, Austria; GFZ German Res Ctr Geosci, Helmholtz Ctr Potsdam, Climate Dynam & Landscape Evolut, D-14473 Potsdam, Germany; Humboldt Univ, Geog Dept, D-12489 Berlin, Germany; Mendel Univ Brno, Fac Forestry & Wood Technol, Dept Forest Ecol, Brno 61300, Czech Republic; Fac Geog, LCRS, D-35032 Marburg, Germany; Univ Paris Saclay, CNRS, AgroParisTech, Ecol Systemat & Evolut, F-91405 Orsay, France; Slovak Acad Sci, Inst Forest Ecol, Zvolen 96053, Slovakia; Univ Padua, Dept Land Environm Agr & Forestry, Padua, Italy; Off Natl Forets, Dept Rech Dev & Innovat, F-77300 Fontainebleau, France; Univ Helsinki, Fac Agr & Forestry, Inst Atmospher & Earth Syst Res Forest Sci, Helsinki 00014, Finland; Swiss Fed Res Inst WSL, Insubr Ecosyst Res Grp, CH-6593 Cadenazzo, Switzerland; Univ Bordeaux, INRAE, BIOGECO, F-33615 Pessac, France; Czech Acad Sci, Inst Bot, Pruhonice, Czech Republic; Univ South Bohemia, Fac Sci, Dept Bot, Ceske Budejovice, Czech Republic; Lund Univ, Dept Geol, Lab Wood Anat & Dendrochronol, Lund, Sweden; Univ Hohenheim, Inst Biol, Stuttgart, Germany; Ctr Invest Desertificac CIDE CSIC, Dept Ecol, Moncada Valencia 46113, Spain; CSIC, Natl Museum Nat Sci, Madrid 28006, Spain; Charles Univ Prague, Fac Sci, Inst Environm studies, Prague, Czech Republic; Mendel Univ Brno, Fac Forestry & Wood Technol, Dept Wood Sci & Technol, Brno 61300, Czech Republic; Izmir Katip Celebi Univ, Fac Forestry, Cigli Izmir, Turkey; Southwest Anatolia Forest Res Inst, Antalya, Turkey; German Archaeol Inst, Nat Sci Unit, D-14195 Berlin, Germany; Brandenburg State Forestry Ctr Excellence, Eberswalde, Germany; Univ Freiburg, Chair Forest Growth & Dendroecol, D-79085 Freiburg, Germany; Forest Res Inst, Dept Nat Forests, PL-17230 Bialowieza, Poland; Environm Measuring Syst Ltd, Brno 62100, Czech Republic; Univ Lorraine, AgroParisTech, INRAE, SILVA, F-54000 Nancy, France; Eurac Res, Inst Alpine Environm, I-39100 Bozen Bolzano, Italy; Univ Coll Dublin, UCD Sch Biol & Environm Sci, Dublin, Ireland; Univ Coll Dublin, UCD Earth Inst, Dublin, Ireland; Mendel Univ Brno, Fac Forestry & Wood Technol, Dept Forest Bot Dendrol & Geobiocoenol, Brno 61300, Czech Republic; Univ Bonn, Dept Geog, D-53115 Bonn, Germany; Univ Helsinki, Fac Sci, Inst Atmospher & Earth Syst Res Phys, Helsinki 00014, Finland; Trinity Coll Dublin, Sch Nat Sci, Dept Bot, Dublin, Ireland; Forestry Res Inst Zvolen, Natl Forest Ctr, Zvolen 96001, Slovakia; Forest Res Inst, Dept Geomat, PL-05090 Raszyn, Poland; Tech Univ Zvolen, Fac Forestry, Zvolen 96001, Slovakia; Univ Coll Dublin, Sch Agr & Food Sci, UCD Forestry, Dublin, Ireland; Siberian Fed Univ, Krasnoyarsk 660041, Russia; Forestry & Game Management Res Inst, Jiloviste 25202, Czech Republic; Swedish Univ Agr Sci SLU, Southern Swedish Forest Res Ctr, S-23053 Alnarp, Sweden; Beijing Acad Agr & Forestry Sci, Beijing Res & Dev Ctr Grass & Environm, Beijing 100097, Peoples R China;

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Estimation of the nitrogen content of potato plants based on morphological parameters and visible light vegetation indices

Fan, Yiguang; Feng, Haikuan; Liu, Yang; Song, Xiaoyu; Yang, Guijun; Fan, Yiguang; Feng, Haikuan; Jin, Xiuliang; Yue, Jibo; Liu, Yang; Li, Zhenhai; Feng, Zhihang; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Key Lab Quantitat Remote Sensing Agr, Minist Agr & Rural Affairs, Beijing, Peoples R China; Liaoning Tech Univ, Sch Geog, Fuxing, Peoples R China; Nanjing Agr Univ, Coll Agr, Nanjing, Peoples R China; Chinese Acad Agr Sci, Inst Crop Sci, Key Lab Crop Physiol & Ecol, Minist Agr, Beijing, Peoples R China; Henan Agr Univ, Coll Informat & Management Sci, Zhengzhou, Peoples R China; China Agr Univ, Key Lab Smart Agr Syst, Minist Educ, Beijing, Peoples R China; Shandong Univ Sci & Technol, Coll Geomat, Qingdao, Peoples R China; Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing, Peoples R China;

关键词： potato; plant nitrogen content; UAV; vegetation indices; morphological parameters

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TPE-CatBoost: An adaptive model for soil moisture spatial estimation in the main maize-producing areas of China with multiple environment covariates

Yu, Jingxin; Zheng, Wengang; Zhangzhong, Lili; Yu, Jingxin; Xu, Linlin; Zheng, Wengang; Xu, Linlin; Meng, Fanyu; Meng, Fanyu; Zhangzhong, Lili; Li, Jing; SCI

机构： Natl Engn Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; China Univ Geosci, Sch Land Sci & Technol, Beijing 100083, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada; Beijing Agr Technol Extens Stn, Beijing 100029, Peoples R China; Minist Agr & Rural Affairs, Key Lab Qual Testing Software & Hardware Prod Agr, Beijing 100097, Peoples R China; Yunnan Agr Univ, Coll Engn, Kunming 650201, Peoples R China;

关键词： Soil moisture; TPE; CatBoost; Google earth engine; Digital soil mapping

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Study on Land-Use Change and Prediction of Chongming Dongtan Wetland in Shanghai City

Xu, Haifeng; Dong, Bin; Wang, Ping; Gao, Xiang; Ren, Chunqiu; Peng, Liang; Pang, Yuchun; Cao, Yong; SCI

机构： Anhui Agr Univ, Sch Sci, Hefei 230036, Anhui, Peoples R China; Beijing Res Ctr Informat Technol Agr, Beijing 100000, Peoples R China; Anhui Real Estate Registrat Ctr, Hefei 230000, Anhui, Peoples R China;

关键词： LULCC; Driving forces; Remote sensing; CA-Markov model; The Chongming Dongtan wetland

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Development and testing of a grain combine harvester throughput monitoring system

Zhang, Yawei; Chen, Du; Dai, Dong; Yin, Yanxin; Meng, Zhijun; Qin, Wuchang; Wang, Qian; Yin, Yanxin; Meng, Zhijun; Qin, Wuchang; Wang, Qian; SCI

机构： China Agr Univ, Coll Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China;

关键词： Combine harvester; Throughput; Monitoring system; Decision -level fusion; Multi -sensor

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Combined transcriptomic and metabolomic analysis reveals a role for adenosine triphosphate-binding cassette transporters and cell wall remodeling in response to salt stress in strawberry

Li, Shuangtao; Chang, Linlin; Sun, Rui; Dong, Jing; Zhong, Chuanfei; Gao, Yongshun; Zhang, Hongli; Wei, Lingzhi; Wei, Yongqing; Zhang, Yuntao; Wang, Guixia; Sun, Jian; Li, Shuangtao; Chang, Linlin; Sun, Rui; Dong, Jing; Zhong, Chuanfei; Gao, Yongshun; Zhang, Hongli; Wei, Lingzhi; Wei, Yongqing; Zhang, Yuntao; Wang, Guixia; Sun, Jian; Li, Shuangtao; Chang, Linlin; Sun, Rui; Dong, Jing; Zhong, Chuanfei; Gao, Yongshun; Zhang, Hongli; Wei, Lingzhi; Wei, Yongqing; Zhang, Yuntao; Wang, Guixia; Sun, Jian; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing, Peoples R China; Beijing Engn Res Ctr Strawberry, Beijing, Peoples R China; Minist Agr, Key Lab Biol & Genet Improvement Hort Crops North, Beijing, Peoples R China;

关键词： ABC transporter; cell wall remodeling; salt stress; salinity tolerance; strawberry

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Intestinal metabolomics of juvenile lenok (Brachymystax lenok) in response to heat stress

Chen, Yan; Xu, Shaogang; Yang, Xiaofei; Liu, Yang; Bai, Yucen; Cheng, Bo; SCI

机构： Beijing Acad Agr & Forestry Sci, Fisheries Sci Inst, Beijing Key Lab Fishery Biotechnol, Beijing 100097, Peoples R China; Qinghai Univ, Coll Ecoenvironm Engn, Xining 810016, Peoples R China; China Rural Technol Dev Ctr, 54 Sanlihe Rd, Beijing 100045, Peoples R China; Chinese Acad Fishery Sci, Minist Agr & Rural Affairs, Key Lab Aquat Prod Proc, Zhanjiang, Peoples R China;

关键词： Heat stress; Intestinal; Metabolomics

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Evaluation of Nitrogen Fertilizer Fates and Related Environmental Risks for Main Cereals in China's Croplands from 2004 to 2018

Song, Daping; Jiang, Rong; Fan, Daijia; Zou, Guoyuan; Du, Lianfeng; Wei, Dan; Guo, Xuan; He, Wentian; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Plant Nutr Resources & Environm, 9 Shuguanghuayuan Middle Rd, Beijing 100097, Peoples R China;

关键词： cereal production; nitrogen balance; nitrogen losses; environmental impact; spatial-temporal distribution

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