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ORCIDComputers and Electronics in Agriculture, Volume 179
Volume 179, December 2020
- Weicheng Xu, Weiguang Yang
, Shengde Chen, Changsheng Wu, Pengchao Chen, Yubin Lan:
Establishing a model to predict the single boll weight of cotton in northern Xinjiang by using high resolution UAV remote sensing data. 105762 - Jussi Nikander, Onni Manninen, Mikko Laajalahti:
Requirements for cybersecurity in agricultural communication networks. 105776
- Loubna Hamami, Bouchaib Nassereddine:
Application of wireless sensor networks in the field of irrigation: A review. 105782
- Misaki Mito, Takuya Aoki, Koichi Mizutani, Keiichi Zempo, Naoto Wakatsuki, Yuka Maeda, Nobuhiro Takemae, Ryota Tsunekuni, Takehiko Saito:
Frequency analysis of the sneeze caused by swine influenza virus strains: Automatic sneeze around-the-clock detection using a support vector machine. 105789 - Yanhan Wu, Xiaoyu Li, Enrong Mao, Yuefeng Du, Fan Yang:
Design and development of monitoring device for corn grain cleaning loss based on piezoelectric effect. 105793 - Fedor Zolotarev, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Tapio Helin, Heikki Haario, Tomi Kauppi, Jere Heikkinen:
Modelling internal knot distribution using external log features. 105795 - Fred Westling, Kare Mahmud, James Patrick Underwood, Ian Bally:
Replacing traditional light measurement with LiDAR based methods in orchards. 105798 - P. J. M. van Beveren, Jan Bontsema, A. van 't Ooster, Gerrit van Straten, Eldert J. van Henten:
Optimal utilization of energy equipment in a semi-closed greenhouse. 105800 - Vanessa Aparecida de Moraes Weber, Fabricio de Lima Weber, Adair da Silva Oliveira Junior, Gilberto Astolfi, Geazy Vilharva Menezes, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Pedro Henrique de Moraes, Edson Takashi Matsubara, Rodrigo Gonçalves Mateus, Thiago Luís Alves Campos de Araújo, Luiz Otávio Campos Silva, Eduardo Quirino Arguelho de Queiroz, Urbano Gomes Pinto de Abreu, Rodrigo da Costa Gomes, Hemerson Pistori:
Cattle weight estimation using active contour models and regression trees Bagging. 105804 - Enrique Chamber, Rafael Pérez, Jose Alfonso Gómez:
Autonomous shallow flow runoff detector for hillslope hydrological studies. 105805 - V. Ramamurthy, Obi Reddy P. Gangalakunta, Nirmal Kumar:
Assessment of land suitability for maize (Zea mays L) in semi-arid ecosystem of southern India using integrated AHP and GIS approach. 105806 - Zongmei Gao, Lav R. Khot, Rayapati A. Naidu, Qin Zhang:
Early detection of grapevine leafroll disease in a red-berried wine grape cultivar using hyperspectral imaging. 105807 - Ki Ando, Hiroshi Igarashi, Hiroyuki Shinoda, Nobuki Mutsukura:
Improvement of photosynthetic rate evaluation by plant bioelectric potential using illuminating information and a neural network. 105808 - Enes Ayan, Hasan Erbay, Fatih Varcin:
Crop pest classification with a genetic algorithm-based weighted ensemble of deep convolutional neural networks. 105809 - Yue Zhang, Daisuke Yasutake, Kota Hidaka, Masaharu Kitano, Takashi Okayasu:
CFD analysis for evaluating and optimizing spatial distribution of CO2 concentration in a strawberry greenhouse under different CO2 enrichment methods. 105811 - Zhishuang Song, Zhitao Zhang, Shuqin Yang, Dianyuan Ding, Jifeng Ning:
Identifying sunflower lodging based on image fusion and deep semantic segmentation with UAV remote sensing imaging. 105812 - Jaroslaw Janus, Ela Ertunc:
The impact of differences in land fragmentation parameters on the planning, implementation, and evaluation of land consolidation projects. Case studies of Turkey and Poland. 105813 - Ana Paula Dalla Corte, Deivison Venicio Souza, Franciel Eduardo Rex, Carlos Roberto Sanquetta, Midhun Mohan, Carlos Alberto Silva, Angelica M. Almeyda Zambrano, Gabriel Atticciati Prata, Danilo Roberti Alves de Almeida, Jonathan William Trautenmüller, Carine Klauberg, Anibal de Moraes, Mateus Sanquetta, Benjamin Wilkinson, Eben North Broadbent:
Forest inventory with high-density UAV-Lidar: Machine learning approaches for predicting individual tree attributes. 105815 - Jiaming Guo, Xinyu Wei, Bin Li, Yongfeng Cao, Jiawei Han, Xinting Yang, Enli Lü:
Characteristic analysis of humidity control in a fresh-keeping container using CFD model. 105816 - Ming-Der Yang, Jayson G. Boubin, Hui Ping Tsai, Hsin-Hung Tseng, Yu-Chun Hsu, Christopher Stewart:
Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet. 105817 - Ning Guo, Baohua Zhang, Jun Zhou, Ketian Zhan, Shuang Lai:
Pose estimation and adaptable grasp configuration with point cloud registration and geometry understanding for fruit grasp planning. 105818 - H. K. Suh, Jan Willem Hofstee, Eldert J. van Henten:
Investigation on combinations of colour indices and threshold techniques in vegetation segmentation for volunteer potato control in sugar beet. 105819 - Shubham Subrot Panigrahi, Chandra B. Singh, John M. Fielke:
CFD modelling of physical velocity and anisotropic resistance components in a peaked stored grain with aeration ducting systems. 105820 - Alexey N. Ruchay, Vitaly Kober, Konstantin A. Dorofeev, Vladimir Kolpakov, Sergei Miroshnikov:
Accurate body measurement of live cattle using three depth cameras and non-rigid 3-D shape recovery. 105821 - Biao Yang, Xiaolan Huang, Xin Yan, Xinhua Zhu, Wenchuan Guo:
A cost-effective on-site milk analyzer based on multispectral sensor. 105823 - Feng Jiang, Yang Lu, Yu Chen, Di Cai, Gongfa Li:
Image recognition of four rice leaf diseases based on deep learning and support vector machine. 105824 - Olivier Pieters, Tom De Swaef, Peter Lootens, Michiel Stock, Isabel Roldán-Ruiz, Francis Wyffels:
Limitations of snapshot hyperspectral cameras to monitor plant response dynamics in stress-free conditions. 105825
- Rodrigo García, José Aguilar, Mauricio Toro, Ángel Pinto, Paul Rodríguez:
A systematic literature review on the use of machine learning in precision livestock farming. 105826
- A. Reyes-Yanes, Pablo Martinez, Rafiq Ahmad:
Real-time growth rate and fresh weight estimation for little gem romaine lettuce in aquaponic grow beds. 105827 - Fangming Zhong, Zhikui Chen, Yuchun Zhang, Feng Xia:
Zero- and few-shot learning for diseases recognition of Citrus aurantium L. using conditional adversarial autoencoders. 105828 - Luke Longworth, Scott Post, Mark Jermy, Hugh Hendrickson, Jamie Steel, Ethan Cannon, Jack Gleadow, Simon Brown:
Evaluating capacitive wetness sensors for measuring deposition in electrostatically charged spraying operations. 105829 - Xuchao Guo, Han Zhou, Jie Su, Xia Hao, Zhan Tang, Lei Diao, Lin Li:
Chinese agricultural diseases and pests named entity recognition with multi-scale local context features and self-attention mechanism. 105830 - Biao Yang, Wenchuan Guo, Xiaolan Huang, Rongyu Du, Zhenhua Liu:
A portable, low-cost and sensor-based detector on sweetness and firmness grades of kiwifruit. 105831 - Dong Han, Pengxin Wang, Kevin Tansey, Xijia Zhou, Shuyu Zhang, Huiren Tian, Jingqi Zhang, Hongmei Li:
Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields. 105833 - Jin Wang, Yane Li, Hailin Feng, Lijin Ren, Xiaochen Du, Jian Wu:
Common pests image recognition based on deep convolutional neural network. 105834 - A. M. Sugirbay, J. Zhao, S. O. Nukeshev, Jun Chen:
Determination of pin-roller parameters and evaluation of the uniformity of granular fertilizer application metering devices in precision farming. 105835 - Everton Castelão Tetila, Bruno Brandoli Machado, Gilberto Astolfi, Nicolas Alessandro de Souza Belete, Willian Paraguassu Amorim, Antonia Railda Roel, Hemerson Pistori:
Detection and classification of soybean pests using deep learning with UAV images. 105836 - Azlan Zahid, Md. Sultan Mahmud, Long He, Daeun Choi, Paul H. Heinemann, James Schupp:
Development of an integrated 3R end-effector with a cartesian manipulator for pruning apple trees. 105837 - P. K. Pandey, Vanita Pandey:
Development of reference evapotranspiration equations using an artificial intelligence-based function discovery method under the humid climate of Northeast India. 105838 - Mohammed Raju Ahmed, Jannat Yasmin, Collins Wakholi, Perez Mukasa, Byoung-Kwan Cho:
Classification of pepper seed quality based on internal structure using X-ray CT imaging. 105839 - Sébastien Cuq, Valérie Lemetter, Didier Kleiber, Cecile Levasseur-Garcia:
Assessing macro- (P, K, Ca, Mg) and micronutrient (Mn, Fe, Cu, Zn, B) concentration in vine leaves and grape berries of vitis vinifera by using near-infrared spectroscopy and chemometrics. 105841 - Kusrini Kusrini, Suputa Suputa, Arief Setyanto, I Made Artha Agastya, Herlambang Priantoro, Krishna Chandramouli, Ebroul Izquierdo:
Data augmentation for automated pest classification in Mango farms. 105842 - Meng Li, Yingji Du, Fucang Zhang, Junliang Fan, Yao Ning, Houliang Cheng, Chao Xiao:
Modification of CSM-CROPGRO-Cotton model for simulating cotton growth and yield under various deficit irrigation strategies. 105843 - Lu Zhang, Wensheng Li, Chunhong Liu, Xinhui Zhou, Qingling Duan:
Automatic fish counting method using image density grading and local regression. 105844 - Dongyan Zhang, Yang Ding, Pengfei Chen, Xiangqian Zhang, Zhenggao Pan, Dong Liang:
Automatic extraction of wheat lodging area based on transfer learning method and deeplabv3+ network. 105845 - Xia Hao, Jingdun Jia, Wanlin Gao, Xuchao Guo, Wenxin Zhang, Lihua Zheng, Minjuan Wang:
MFC-CNN: An automatic grading scheme for light stress levels of lettuce (Lactuca sativa L.) leaves. 105847 - Nelson Richard Makange, Changying Ji, Ian Torotwa:
Prediction of cutting forces and soil behavior with discrete element simulation. 105848 - Danial Fatchurrahman, Makoto Kuramoto, Dimas Firmanda Al Riza, Yuichi Ogawa, Tetsuhito Suzuki, Naoshi Kondo:
Fluorescence time series monitoring of different parts of green pepper (Capsicum annuum L.) under different storage temperatures. 105850 - Mehmet Özger, Eyyup Ensar Basakin, Ömer Ekmekcioglu, Volkan Hacisüleyman:
Comparison of wavelet and empirical mode decomposition hybrid models in drought prediction. 105851 - Nestor E. Caicedo Solano, Guisselle A. Garcia Llinas, Jairo R. Montoya-Torres, Luis E. Ramírez Polo:
A planning model of crop maintenance operations inspired in lean manufacturing. 105852 - Anne Meyer, Melanie Bannister-Tyrrell, Catriona Mackenzie, Arjan Stegeman, Cameron Angus:
Barriers to the adoption of a fish health data integration initiative in the Chilean salmonid production. 105853 - F. C. Cairo, L. G. R. Pereira, M. M. Campos, T. R. Tomich, Sandra G. Coelho, C. F. A. Lage, A. P. Fonseca, A. M. Borges, B. R. C. Alves, João Ricardo Rebouças Dórea:
Applying machine learning techniques on feeding behavior data for early estrus detection in dairy heifers. 105855 - Zhongxian Zhou, Zhenzhen Song, Longsheng Fu, Fangfang Gao, Rui Li, Yongjie Cui:
Real-time kiwifruit detection in orchard using deep learning on Android™ smartphones for yield estimation. 105856 - Shuwen Hu, Aaron Ingham, Sabine Schmoelzl, Jody McNally, Bryce Little, Daniel Smith, Greg Bishop-Hurley, You-Gan Wang, Yutao Li:
Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours. 105857 - Rafael R. Sola-Guirado, Sergio Bayano-Tejero, Fernando Aragon-Rodriguez, Bruno Bernardi, Souraya Benalia, Sergio Castro-Garcia:
A smart system for the automatic evaluation of green olives visual quality in the field. 105858
- Tomasz E. Koralewski, Hsiao-Hsuan Wang, William E. Grant, Joseph H. LaForest, Michael J. Brewer, Norman C. Elliott, John K. Westbrook:
Toward near-real-time forecasts of airborne crop pests: Aphid invasions of cereal grains in North America. 105861
- Isaac Kyere, Thomas Astor, Rüdiger Graß, Michael Wachendorf:
Agricultural crop discrimination in a heterogeneous low-mountain range region based on multi-temporal and multi-sensor satellite data. 105864 - Phongsakhon Tongcham, Pichaya Supa, Peerapong Pornwongthong, Pitcha Prasitmeeboon:
Mushroom spawn quality classification with machine learning. 105865 - Iride Volpi, Diego Guidotti, Michele Mammini, Ruggero Petacchi, Susanna Marchi:
Managing complex datasets to predict Bactrocera oleae infestation at the regional scale. 105867
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