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Computers and Electronics in Agriculture, Volume 179
Volume 179, December 2020
- Weicheng Xu, Weiguang Yang
, Shengde Chen, Changsheng Wu, Pengchao Chen
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
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
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
Optimal utilization of energy equipment in a semi-closed greenhouse. 105800 - Vanessa Aparecida de Moraes Weber
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
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
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
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
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
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
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
Limitations of snapshot hyperspectral cameras to monitor plant response dynamics in stress-free conditions. 105825
- Rodrigo García
A systematic literature review on the use of machine learning in precision livestock farming. 105826
- A. Reyes-Yanes, Pablo Martinez
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
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
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
Data augmentation for automated pest classification in Mango farms. 105842 - Meng Li, Yingji Du, Fucang Zhang
Modification of CSM-CROPGRO-Cotton model for simulating cotton growth and yield under various deficit irrigation strategies. 105843 - Lu Zhang
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
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
Fluorescence time series monitoring of different parts of green pepper (Capsicum annuum L.) under different storage temperatures. 105850 - Mehmet Özger
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
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
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
Real-time kiwifruit detection in orchard using deep learning on Android™ smartphones for yield estimation. 105856 - Shuwen Hu, Aaron Ingham
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
A smart system for the automatic evaluation of green olives visual quality in the field. 105858
- Tomasz E. Koralewski, Hsiao-Hsuan Wang
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
Managing complex datasets to predict Bactrocera oleae infestation at the regional scale. 105867
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