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ORCIDComputers and Electronics in Agriculture, Volume 162
Volume 162, July 2019
- Tanzeel U. Rehman
, Qamar U. Zaman, Young K. Chang, Arnold W. Schumann, Kenneth W. Corscadden:
Development and field evaluation of a machine vision based in-season weed detection system for wild blueberry. 1-13 - Jaime González-Buesa, María L. Salvador:
An Arduino-based low cost device for the measurement of the respiration rates of fruits and vegetables. 14-20 - Min Wei, Lin Zhu, Feng Luo, Jiawen Zhang, Xiao-Wen Dong, Tien-Chien Jen:
Share-soil interaction load and wear at various tillage conditions of a horizontally reversible plough. 21-30 - Fan Ouyang, Hui Cheng, Yubin Lan, Yali Zhang, Xuanchun Yin, Jie Hu, Xiaodong Peng, Guobin Wang, Shengde Chen:
Automatic delivery and recovery system of Wireless Sensor Networks (WSN) nodes based on UAV for agricultural applications. 31-43 - Linghua Meng, Huanjun Liu, Xinle Zhang, Chunying Ren, Susan L. Ustin, Zhengchao Qiu, Mengyuan Xu, Dong Guo:
Assessment of the effectiveness of spatiotemporal fusion of multi-source satellite images for cotton yield estimation. 44-52 - Karla Saldana Ochoa, Zifeng Guo:
A framework for the management of agricultural resources with automated aerial imagery detection. 53-69 - Jalal Shiri, Pau Martí, Sepideh Karimi, Gorka Landeras:
Data splitting strategies for improving data driven models for reference evapotranspiration estimation among similar stations. 70-81 - Shahzad Zaman, Lorenzo Comba, Alessandro Biglia, Davide Ricauda Aimonino, Paolo Barge, Paolo Gay:
Cost-effective visual odometry system for vehicle motion control in agricultural environments. 82-94 - Yogeswararao Gurubelli, Malmathanraj Ramanathan, Palanisamy Ponnusamy:
Fractional fuzzy 2DLDA approach for pomegranate fruit grade classification. 95-105 - Borja Espejo-García, Francisco J. López-Pellicer, Javier Lacasta, Ramon Piedrafita Moreno, F. Javier Zarazaga-Soria:
End-to-end sequence labeling via deep learning for automatic extraction of agricultural regulations. 106-111 - Haiping Si, Yanling Li, Changxia Sun, Hongbo Qiao, Xiaohong Hu:
A hierarchical game approach on real-time navigation scheduling of agricultural harvesters. 112-118 - Heejin Kim, Younjeong Min, Byoungju Choi:
Real-time temperature monitoring for the early detection of mastitis in dairy cattle: Methods and case researches. 119-125 - Yufei Liu, Noboru Noguchi, Lingguang Liang:
Development of a positioning system using UAV-based computer vision for an airboat navigation in paddy field. 126-133 - Dongdong Ma, Neal R. Carpenter, Hideki Maki, Tanzeel U. Rehman, Mitchell R. Tuinstra, Jian Jin:
Greenhouse environment modeling and simulation for microclimate control. 134-142 - Jing Zhou, Xiuqing Fu, Shuiqin Zhou, Jianfeng Zhou, Heng Ye, Henry T. Nguyen:
Automated segmentation of soybean plants from 3D point cloud using machine learning. 143-153 - Tsz Him Lo, Daran R. Rudnick, Brian T. Krienke, Derek M. Heeren, Yufeng Ge, Timothy M. Shaver:
Water effects on optical canopy sensing for late-season site-specific nitrogen management of maize. 154-164 - Rajeev Sinha, Lav R. Khot, Anura P. Rathnayake, Zongmei Gao, Rayapati A. Naidu:
Visible-near infrared spectroradiometry-based detection of grapevine leafroll-associated virus 3 in a red-fruited wine grape cultivar. 165-173 - Zhenhai Li, Zhenhong Li, David Fairbairn, Na Li, Bo Xu, Haikuan Feng, Guijun Yang:
Multi-LUTs method for canopy nitrogen density estimation in winter wheat by field and UAV hyperspectral. 174-182 - Indu Devi, Pawan Singh, Kuldeep Dudi, Surender Lathwal, Anand P. Ruhil, Yajuvendra Singh, R. Malhotra, Rubina K. Baithalu, Ranjana Sinha:
Vocal cues based Decision Support System for estrus detection in water buffaloes (Bubalus bubalis). 183-188 - M. N. Elnesr, A. A. Alazba:
Computational evaluations of HYDRUS simulations of drip irrigation in 2D and 3D domains (i-Surface drippers). 189-205
- Fabian Müller, Dirk Jaeger, Marc Hanewinkel:
Digitization in wood supply - A review on how Industry 4.0 will change the forest value chain. 206-218 - Anand Koirala, Kerry B. Walsh, Zhenglin Wang, Cheryl McCarthy:
Deep learning - Method overview and review of use for fruit detection and yield estimation. 219-234
- Qianying Yi, Xiaoshuai Wang, Guoqiang Zhang, Hao Li, David Janke, Thomas Amon:
Assessing effects of wind speed and wind direction on discharge coefficient of sidewall opening in a dairy building model - A numerical study. 235-245 - Zhenjiang Zhou, Julien Morel, David Parsons, Sergey Kucheryavski, Anne-Maj Gustavsson:
Estimation of yield and quality of legume and grass mixtures using partial least squares and support vector machine analysis of spectral data. 246-253 - Dániel Horváth, Tibor Poós, Kornél Tamás:
Modeling the movement of hulled millet in agitated drum dryer with discrete element method. 254-268 - Philip L. Drew, Kenneth A. Sudduth, E. John Sadler, Allen L. Thompson:
Development of a multi-band sensor for crop temperature measurement. 269-280 - Xinjie Tong, Se-Woon Hong, Lingying Zhao:
CFD modeling of airflow, thermal environment, and ammonia concentration distribution in a commercial manure-belt layer house with mixed ventilation systems. 281-299 - Goran Kitic, Aristotelis C. Tagarakis, Norbert Cselyuszka, Marko Panic, Slobodan Birgermajer, Dusan Sakulski, Jovan Matovic:
A new low-cost portable multispectral optical device for precise plant status assessment. 300-308 - Xiantao He, Youqiang Ding, Dongxing Zhang, Li Yang, Tao Cui, Xiangjun Zhong:
Development of a variable-rate seeding control system for corn planters Part II: Field performance. 309-317 - Xiantao He, Youqiang Ding, Dongxing Zhang, Li Yang, Tao Cui, Xiangjun Zhong:
Development of a variable-rate seeding control system for corn planters Part I: Design and laboratory experiment. 318-327 - Victor Partel, Leon Nunes, Phil Stansly, Yiannis Ampatzidis:
Automated vision-based system for monitoring Asian citrus psyllid in orchards utilizing artificial intelligence. 328-336 - Guoxiang Zhang, Zetian Fu, Mingsong Yang, Xingxing Liu, Yuhong Dong, Xinxing Li:
Nonlinear simulation for coupling modeling of air humidity and vent opening in Chinese solar greenhouse based on CFD. 337-347 - Rodrigo Oliveira Moreno, Robson André Armindo, Robson Luiz Moreno:
Development of a low-cost automated calorimeter for determining soil specific heat. 348-356 - Congcong Li, Hongjun Li, Jiazhen Li, Yuping Lei, Chunqiang Li, Kiril Manevski, Yanjun Shen:
Using NDVI percentiles to monitor real-time crop growth. 357-363 - Jan Steinbrener, Konstantin Posch, Raimund Leitner:
Hyperspectral fruit and vegetable classification using convolutional neural networks. 364-372
- Silvia Sau, Mariano Ucchesu, Guy d'Hallewin, Gianluigi Bacchetta:
Potential use of seed morpho-colourimetric analysis for Sardinian apple cultivar characterisation. 373-379
- André R. S. Marçal, Mario Cunha:
Development of an image-based system to assess agricultural fertilizer spreader pattern. 380-388 - Zhihong Zhang, Heping Zhu, Huseyin Guler, Yue Shen:
Improved premixing in-line injection system for variable-rate orchard sprayers with Arduino platform. 389-396 - Chao-Fan Guo, Min Zhang, Bhesh Bhandari:
A comparative study between syringe-based and screw-based 3D food printers by computational simulation. 397-404 - Andrzej Szczurek, Monika Maciejewska, Beata Bak, Jerzy Wilde, Maciej Siuda:
Semiconductor gas sensor as a detector of Varroa destructor infestation of honey bee colonies - Statistical evaluation. 405-411 - Efrat Vilenski, Peter Bak, Jonathan D. Rosenblatt:
Multivariate anomaly detection for ensuring data quality of dendrometer sensor networks. 412-421 - Shanwen Zhang, Subing Zhang, Chuanlei Zhang, Xianfeng Wang, Yun Shi:
Cucumber leaf disease identification with global pooling dilated convolutional neural network. 422-430 - Habil Asaei, Abdolabbas Jafari, Mohammad Loghavi:
Site-specific orchard sprayer equipped with machine vision for chemical usage management. 431-439 - Navid Nikbakhsh, Yasser Baleghi, Hamzeh Agahi:
Maximum mutual information and Tsallis entropy for unsupervised segmentation of tree leaves in natural scenes. 440-449 - Jie Su, Jingfeng Gu, Xuchao Guo, Chengqi Liu, Xuesong Bo, Xiaoxue Liu, Han Zhou, Jing Cao, Shuhan Lu, Yinwei You, Lin Li:
A method for recognition of locust age with few observations based on spectral analysis combined with chemical analysis. 450-458 - Dave Pannell, Markus Gandorfer, Alfons Weersink:
How flat is flat? Measuring payoff functions and the implications for site-specific crop management. 459-465 - Aditya R. Khanal, Ashok K. Mishra, Dayton M. Lambert, Krishna P. Paudel:
Modeling post adoption decision in precision agriculture: A Bayesian approach. 466-474 - Jian-Jun Wang, Zhikang Li, Xiuliang Jin, Guohua Liang, Paul C. Struik, Junfei Gu, Yong Zhou:
Phenotyping flag leaf nitrogen content in rice using a three-band spectral index. 475-481
- Jayme Garcia Arnal Barbedo:
Detection of nutrition deficiencies in plants using proximal images and machine learning: A review. 482-492
- Suiyan Tan, Xu Ma, Zhijie Mai, Long Qi, Yuwei Wang:
Segmentation and counting algorithm for touching hybrid rice grains. 493-504 - Abhishek S. Dhoble, Kelly T. Ryan, Pratik Lahiri, Mu Chen, Xiaoxiao Pang, Felipe Cardoso, Kaustubh D. Bhalerao:
Cytometric fingerprinting and machine learning (CFML): A novel label-free, objective method for routine mastitis screening. 505-513 - Brenda V. Canizo, Leticia B. Escudero, Roberto G. Pellerano, Rodolfo G. Wuilloud:
Data mining approach based on chemical composition of grape skin for quality evaluation and traceability prediction of grapes. 514-522 - Xuezhen Wang, Pengyang Gao, Bin Yue, Hao Shen, Zuoli Fu, Zhiqi Zheng, Ruixiang Zhu, Yuxiang Huang:
Optimisation of installation parameters of subsoiler' wing using the discrete element method. 523-530 - James C. Bishop, Gregory Falzon, Mark G. Trotter, Paul Kwan, Paul D. Meek:
Livestock vocalisation classification in farm soundscapes. 531-542 - Hadi Karimi, Hossein Navid, Bahram Besharati, Iraj Eskandari:
Assessing an infrared-based seed drill monitoring system under field operating conditions. 543-551 - Runmao Zhao, Lian Hu, Xiwen Luo, Hao Zhou, Pan Du, Lingmao Tang, Jing He, Ting Mao:
A novel approach for describing and classifying the unevenness of the bottom layer of paddy fields. 552-560 - Hesham Abd-El Monsef, Scot E. Smith, Diane Rowland, Nader Abd El Rasol:
Using multispectral imagery to extract a pure spectral canopy signature for predicting peanut maturity. 561-572 - Lenn Carpentier, Erik Vranken, Daniel Berckmans, Jan Paeshuyse, Tomas Norton:
Development of sound-based poultry health monitoring tool for automated sneeze detection. 573-581 - Gerard Francois Hermanus van Ginkel Bekker, Matthew Addison, Pia Addison, Adriaan Van Niekerk:
Using machine learning to identify the geographical drivers of Ceratitis capitata trap catch in an agricultural landscape. 582-592 - Huiling Zhou, Haiwei Miao, Jiangtao Li, Fuji Jian, Digvir S. Jayas:
A low-resolution image restoration classifier network to identify stored-grain insects from images of sticky boards. 593-601 - Ricardo Ospina, Noboru Noguchi:
Simultaneous mapping and crop row detection by fusing data from wide angle and telephoto images. 602-612 - Hossein Azarmdel, Seyed Saeid Mohtasebi, Ali Jafari, Alfredo Rosado Muñoz:
Developing an orientation and cutting point determination algorithm for a trout fish processing system using machine vision. 613-629 - E. M. Suárez-Rey, Marisa Gallardo, M. Romero-Gámez, Carmen Giménez, Francisco J. Rueda:
Sensitivity and uncertainty analysis in agro-hydrological modelling of drip fertigated lettuce crops under Mediterranean conditions. 630-650 - Armin Cheraghalipour, Mohammad Mahdi Paydar, Mostafa Hajiaghaei-Keshteli:
Designing and solving a bi-level model for rice supply chain using the evolutionary algorithms. 651-668 - Choo Wooi H'ng, Wei Ping Loh:
A prediction of leaf mechanical properties with data mining. 669-676 - Henri Tenhunen, Tapio Pahikkala, Olli Nevalainen, Jukka Teuhola, Heta Mattila, Esa Tyystjärvi:
Automatic detection of cereal rows by means of pattern recognition techniques. 677-688 - Jordi Gené-Mola, Verónica Vilaplana, Joan Ramón Rosell Polo, Josep Ramon Morros, Javier Ruiz Hidalgo, Eduard Gregorio-Lopez:
Multi-modal deep learning for Fuji apple detection using RGB-D cameras and their radiometric capabilities. 689-698 - Ping Xu, Bingqiang Chen, Jingcheng Zhang, Lingyun Xue, Lei Zhu:
A region-based block compressive sensing algorithm for plant hyperspectral images. 699-708 - Kun Liang, Xiaohe Chen, Ruiyin He, Jiawei Li, Cedric Okinda, Dongsheng Han, Mingxia Shen:
Development and parameter optimization of automatic separation and identification equipment for grain tracing systems based on grain tracers with QR codes. 709-718 - Noa Ohana-Levi, Idan Bahat, Aviva Peeters, Alexandra Shtein, Yishai Netzer, Yafit Cohen, Alon Ben-Gal:
A weighted multivariate spatial clustering model to determine irrigation management zones. 719-731 - Weizu Wang, Huazhong Lu, Shuangming Zhang, Zhou Yang:
Damage caused by multiple impacts of litchi fruits during vibration harvesting. 732-738 - Hao-Wen Yang, Hao-Chun Hsu, Chih-Kai Yang, Ming-Jer Tsai, Yan-Fu Kuo:
Differentiating between morphologically similar species in genus Cinnamomum (Lauraceae) using deep convolutional neural networks. 739-748 - Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Dirk Inzé, Nathalie Wuyts, Paul Scheunders:
Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform. 749-758 - Sanqin Zhao, Haonan Zheng, Mingmei Chi, Xicun Chai, Yutao Liu:
Rapid yield prediction in paddy fields based on 2D image modelling of rice panicles. 759-766 - Jehan-Antoine Vayssade, Rémy Arquet, Mathieu Bonneau:
Automatic activity tracking of goats using drone camera. 767-772 - Ramazan Özçelik, Maria J. Diamantopoulou, Guillermo Trincado:
Evaluation of potential modeling approaches for Scots pine stem diameter prediction in north-eastern Turkey. 773-782 - Jarrod Kath, Keith G. Pembleton:
A soil temperature decision support tool for agronomic research and management under climate variability: Adapting to earlier and more variable planting conditions. 783-792 - Payam Farhadi, Abdollah Golmohammadi, Ahmad Sharifi Malvajerdi, Gholamhossein Shahgholi:
Finite element modeling of the interaction of a treaded tire with clay-loam soil. 793-806 - Hao Yang, Béla Csukás, Mónika Varga, Balázs Kucska, Tamás Szabó, Daoliang Li:
A quick condition adaptive soft sensor model with dual scale structure for dissolved oxygen simulation of recirculation aquaculture system. 807-824 - Wilfrido Gómez-Flores, Juan José Garza-Saldaña, Sóstenes Edmundo Varela-Fuentes:
Detection of Huanglongbing disease based on intensity-invariant texture analysis of images in the visible spectrum. 825-835 - Hongfeng Yu, Yongqian Ding, Xiuqing Fu, Haitao Liu, Minfeng Jin, Chuanlei Yang, Zhuo Liu, Guoxiang Sun, Xianglin Dou:
A solid fertilizer and seed application rate measuring system for a seed-fertilizer drill machine. 836-844 - Tao Wang, Mina Rostamza, Zhihang Song, Liangju Wang, G. McNickle, Anjali S. Iyer-Pascuzzi, Zhengjun Qiu, Jian Jin:
SegRoot: A high throughput segmentation method for root image analysis. 845-854 - Bahram Besharati, Hossein Navid, Hadi Karimi, Hossein Behfar, Iraj Eskandari:
Development of an infrared seed-sensing system to estimate flow rates based on physical properties of seeds. 874-881 - Raul Morais, Nuno Silva, Jorge Mendes, Telmo Adão, Luís Pádua, Juan Antonio López-Riquelme, Nieves Pavón Pulido, Joaquim João Sousa, Emanuel Peres:
mySense: A comprehensive data management environment to improve precision agriculture practices. 882-894 - Alberto Peña Fernández, Tomas Norton, Ali Youssef, Vasileios Exadaktylos, Claudia Bahr, E. Bruininx, Erik Vranken, Daniel Berckmans:
Real-time modelling of individual weight response to feed supply for fattening pigs. 895-906 - Wei Ji, Zhijie Qian, Bo Xu, Guangyu Chen, Dean Zhao:
Apple viscoelastic complex model for bruise damage analysis in constant velocity grasping by gripper. 907-920 - Sahin May, Habib Kocabiyik:
Design and development of an electronic drive and control system for micro-granular fertilizer metering unit. 921-930 - Alessandro Matese, Salvatore Filippo Di Gennaro, Luis Gonzaga Santesteban:
Methods to compare the spatial variability of UAV-based spectral and geometric information with ground autocorrelated data. A case of study for precision viticulture. 931-940 - Fernando Alfredo Auat Cheeín, Miguel Torres-Torriti, Joan Ramón Rosell Polo:
Usability analysis of scan matching techniques for localization of field machinery in avocado groves. 941-950 - Lirong Xiang, Yin Bao, Lie Tang, Diego Ortiz, Maria G. Salas Fernandez:
Automated morphological traits extraction for sorghum plants via 3D point cloud data analysis. 951-961 - Tariq M. Khalil, Claudio O. Stöckle, Bryan Carlson, Nicole Uslar-Valle, Roger L. Nelson, Craig S. Frear, Jingwei Ma, Stewart Higgins, April B. Leytem, Robert S. Dungan:
Dairy-CropSyst: Gaseous emissions and nutrient fate modeling tool. 962-978 - Neha K. Nawandar, Vishal R. Satpute:
IoT based low cost and intelligent module for smart irrigation system. 979-990 - Jonathan Steinke, Jerusha Onyango Achieng, James Hammond, Selamawit Sileshi Kebede, Dejene Kassahun Mengistu, Majuto Gaspar Mgimiloko, Jemal Nurhisen Mohammed, Joseph Musyoka, Stefan Sieber, Jeske van de Gevel, Mark van Wijk, Jacob van Etten:
Household-specific targeting of agricultural advice via mobile phones: Feasibility of a minimum data approach for smallholder context. 991-1000 - Dian Rong, Lijuan Xie, Yibin Ying:
Computer vision detection of foreign objects in walnuts using deep learning. 1001-1010 - Tiecheng Bai, Nannan Zhang, Benoit Mercatoris, Youqi Chen:
Jujube yield prediction method combining Landsat 8 Vegetation Index and the phenological length. 1011-1027 - Abbas Haghshenas, Yahya Emam:
Evidence for relative grain yield simulation by red color level of beneath-canopy soil at wheat booting phase: An unexpected observation using image processing. 1028-1034 - P. J. M. van Beveren, Jan Bontsema, Gerrit van Straten, Eldert J. van Henten:
Optimal utilization of a boiler, combined heat and power installation, and heat buffers in horticultural greenhouses. 1035-1048 - Vincent Soulignac, François Pinet, Eva Lambert, Laurence Guichard, Luce Trouche, Sophie Aubin:
GECO, the French Web-based application for knowledge management in agroecology. 1050-1056 - Alwaseela Abdalla, Haiyan Cen, Ahmed El-manawy, Yong He:
Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features. 1057-1068
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