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Computers and Electronics in Agriculture, Volume 162
Volume 162, July 2019
- Tanzeel U. Rehman
, Qamar U. Zaman, Young K. Chang
Development and field evaluation of a machine vision based in-season weed detection system for wild blueberry. 1-13 - Jaime González-Buesa
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
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
Assessment of the effectiveness of spatiotemporal fusion of multi-source satellite images for cotton yield estimation. 44-52 - Karla Saldana Ochoa
A framework for the management of agricultural resources with automated aerial imagery detection. 53-69 - Jalal Shiri, Pau Martí
Data splitting strategies for improving data driven models for reference evapotranspiration estimation among similar stations. 70-81 - Shahzad Zaman, Lorenzo Comba
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
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
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
Visible-near infrared spectroradiometry-based detection of grapevine leafroll-associated virus 3 in a red-fruited wine grape cultivar. 165-173 - Zhenhai Li
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
Digitization in wood supply - A review on how Industry 4.0 will change the forest value chain. 206-218 - Anand Koirala
Deep learning - Method overview and review of use for fruit detection and yield estimation. 219-234
- Qianying Yi
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
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
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
A new low-cost portable multispectral optical device for precise plant status assessment. 300-308 - Xiantao He, Youqiang Ding
Development of a variable-rate seeding control system for corn planters Part II: Field performance. 309-317 - Xiantao He, Youqiang Ding
Development of a variable-rate seeding control system for corn planters Part I: Design and laboratory experiment. 318-327 - Victor Partel, Leon Nunes
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
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
Using NDVI percentiles to monitor real-time crop growth. 357-363 - Jan Steinbrener
Hyperspectral fruit and vegetable classification using convolutional neural networks. 364-372
- Silvia Sau, Mariano Ucchesu
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
Improved premixing in-line injection system for variable-rate orchard sprayers with Arduino platform. 389-396 - Chao-Fan Guo
A comparative study between syringe-based and screw-based 3D food printers by computational simulation. 397-404 - Andrzej Szczurek
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
Site-specific orchard sprayer equipped with machine vision for chemical usage management. 431-439 - Navid Nikbakhsh, Yasser Baleghi
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
A method for recognition of locust age with few observations based on spectral analysis combined with chemical analysis. 450-458 - Dave Pannell
How flat is flat? Measuring payoff functions and the implications for site-specific crop management. 459-465 - Aditya R. Khanal
Modeling post adoption decision in precision agriculture: A Bayesian approach. 466-474 - Jian-Jun Wang
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
Segmentation and counting algorithm for touching hybrid rice grains. 493-504 - Abhishek S. Dhoble
Cytometric fingerprinting and machine learning (CFML): A novel label-free, objective method for routine mastitis screening. 505-513 - Brenda V. Canizo
Data mining approach based on chemical composition of grape skin for quality evaluation and traceability prediction of grapes. 514-522 - Xuezhen Wang
Optimisation of installation parameters of subsoiler' wing using the discrete element method. 523-530 - James C. Bishop
Livestock vocalisation classification in farm soundscapes. 531-542 - Hadi Karimi
Assessing an infrared-based seed drill monitoring system under field operating conditions. 543-551 - Runmao Zhao
A novel approach for describing and classifying the unevenness of the bottom layer of paddy fields. 552-560 - Hesham Abd-El Monsef
Using multispectral imagery to extract a pure spectral canopy signature for predicting peanut maturity. 561-572 - Lenn Carpentier, Erik Vranken
Development of sound-based poultry health monitoring tool for automated sneeze detection. 573-581 - Gerard Francois Hermanus van Ginkel Bekker
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
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
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
Sensitivity and uncertainty analysis in agro-hydrological modelling of drip fertigated lettuce crops under Mediterranean conditions. 630-650 - Armin Cheraghalipour
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
Automatic detection of cereal rows by means of pattern recognition techniques. 677-688 - Jordi Gené-Mola
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
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
A weighted multivariate spatial clustering model to determine irrigation management zones. 719-731 - Weizu Wang
Damage caused by multiple impacts of litchi fruits during vibration harvesting. 732-738 - Hao-Wen Yang, Hao-Chun Hsu
Differentiating between morphologically similar species in genus Cinnamomum (Lauraceae) using deep convolutional neural networks. 739-748 - Mohd Shahrimie Mohd Asaari
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
Automatic activity tracking of goats using drone camera. 767-772 - Ramazan Özçelik, Maria J. Diamantopoulou
Evaluation of potential modeling approaches for Scots pine stem diameter prediction in north-eastern Turkey. 773-782 - Jarrod Kath
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
Finite element modeling of the interaction of a treaded tire with clay-loam soil. 793-806 - Hao Yang, Béla Csukás, Mónika Varga
A quick condition adaptive soft sensor model with dual scale structure for dissolved oxygen simulation of recirculation aquaculture system. 807-824 - Wilfrido Gómez-Flores
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
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
SegRoot: A high throughput segmentation method for root image analysis. 845-854 - Bahram Besharati, Hossein Navid, Hadi Karimi
Development of an infrared seed-sensing system to estimate flow rates based on physical properties of seeds. 874-881 - Raul Morais
mySense: A comprehensive data management environment to improve precision agriculture practices. 882-894 - Alberto Peña Fernández
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
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
Usability analysis of scan matching techniques for localization of field machinery in avocado groves. 941-950 - Lirong Xiang
Automated morphological traits extraction for sorghum plants via 3D point cloud data analysis. 951-961 - Tariq M. Khalil, Claudio O. Stöckle, Bryan Carlson
Dairy-CropSyst: Gaseous emissions and nutrient fate modeling tool. 962-978 - Neha K. Nawandar
IoT based low cost and intelligent module for smart irrigation system. 979-990 - Jonathan Steinke
Household-specific targeting of agricultural advice via mobile phones: Feasibility of a minimum data approach for smallholder context. 991-1000 - Dian Rong, Lijuan Xie
Computer vision detection of foreign objects in walnuts using deep learning. 1001-1010 - Tiecheng Bai
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
Optimal utilization of a boiler, combined heat and power installation, and heat buffers in horticultural greenhouses. 1035-1048 - Vincent Soulignac
GECO, the French Web-based application for knowledge management in agroecology. 1050-1056 - Alwaseela Abdalla, Haiyan Cen, Ahmed El-manawy
Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features. 1057-1068
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