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Computers and Electronics in Agriculture, Volume 177
Volume 177, October 2020
- Denys Yohana Mora-Herrera
, Serge Guillaume, Didier Snoeck, Orlando Zúñiga Escobar:
A fuzzy logic based soil chemical quality index for cacao. 105624 - Alvaro Fuentes
Deep learning-based hierarchical cattle behavior recognition with spatio-temporal information. 105627
- Leili Afsah-Hejri
Terahertz spectroscopy and imaging: A review on agricultural applications. 105628
- Jens U. Sutter, Oliver Lewis, Clive Robinson, Anthony McMahon, Robert Boyce, Rachel Bragg, Alastair Macrae, Jeffrey Orton, Vishal Shah, Stuart J. Ingleby
Recording the heart beat of cattle using a gradiometer system of optically pumped magnetometers. 105651 - Kelly R. Thorp
Comparison of evapotranspiration methods in the DSSAT Cropping System Model: I. Global sensitivity analysis. 105658 - Utpal Barman
Comparison of convolution neural networks for smartphone image based real time classification of citrus leaf disease. 105661 - Wei Ji, Xiaoxiao Gao, Bo Xu, Guangyu Chen, Dean Zhao:
Target recognition method of green pepper harvesting robot based on manifold ranking. 105663 - Biao Yang, Zhuozhuo Zhu, Mengjie Gao, Xin Yan, Xinhua Zhu
A portable detector on main compositions of raw and homogenized milk. 105668 - Ange-Lionel Toba
Devs based modeling and simulation of agricultural machinery movement. 105669 - Esther M. M. van der Heide, Claudia Kamphuis, Roel F. Veerkamp, Ioannis N. Athanasiadis
Improving predictive performance on survival in dairy cattle using an ensemble learning approach. 105675 - M. P. M. Combatt, W. C. S. Amorim, E. M. S. Brito, Allan Fagner Cupertino
Design of parallel plate electrocoagulation reactors supplied by photovoltaic system applied to water treatment. 105676 - Chao Qin, Xiaoshuai Wang
Effects of the slatted floor layout on flow pattern in a manure pit and ammonia emission from pit-A CFD study. 105677 - Meng Liu, Haiou Guan, Xiaodan Ma, Song Yu
Recognition method of thermal infrared images of plant canopies based on the characteristic registration of heterogeneous images. 105678 - Kelly R. Thorp
Comparison of evapotranspiration methods in the DSSAT Cropping System Model: II. Algorithm performance. 105679 - Hongwei Li, Yaning Chen:
The spatial sensitivity analysis of land irrigation suitability evaluation based on groundwater data of Xinjiang inland river basin. 105680 - Guanping Wang, Wei Sun
Research on a kind of seeding-monitoring and compensating control system for potato planter without additional seed-metering channel. 105681 - Fatemeh Taheri
Wireless sensor network for small-scale farming systems in southwest Iran: Application of Q-methodology to investigate farmers' perceptions. 105682 - Te Ma, Satoru Tsuchikawa, Tetsuya Inagaki:
Rapid and non-destructive seed viability prediction using near-infrared hyperspectral imaging coupled with a deep learning approach. 105683 - Ardalan Daryaei
Fine-scale detection of vegetation in semi-arid mountainous areas with focus on riparian landscapes using Sentinel-2 and UAV data. 105686
- Longsheng Fu, Fangfang Gao, Jingzhu Wu, Rui Li
Application of consumer RGB-D cameras for fruit detection and localization in field: A critical review. 105687
- Dongpil Kim, Woo Hyun Kang, Inha Hwang, Jaewoo Kim, Jin Hyun Kim, Kyoung Sub Park, Jung-Eek Son
Use of structurally-accurate 3D plant models for estimating light interception and photosynthesis of sweet pepper (Capsicum annuum) plants. 105689 - Antti Raatevaara
Electrical impedance and image analysis methods in detecting and measuring Scots pine heartwood from a log end during tree harvesting. 105690 - Kai Moriguchi
Acceleration and enhancement of reliability of simulated annealing for optimizing thinning schedule of a forest stand. 105691 - Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Huiren Tian:
Reconstruction of time series leaf area index for improving wheat yield estimates at field scales by fusion of Sentinel-2, -3 and MODIS imagery. 105692 - André F. Colaço
Yield mapping methods for manually harvested crops. 105693
- Baohua Zhang, Yuanxin Xie, Jun Zhou, Kai Wang, Zhen Zhang:
State-of-the-art robotic grippers, grasping and control strategies, as well as their applications in agricultural robots: A review. 105694
- Josué González-García
Real-time kinematics applied at unmanned aerial vehicles positioning for orthophotography in precision agriculture. 105695 - Chun Jin, Hanping Mao, Yong Chen, Qiang Shi, Qirui Wang, Guoxing Ma, Yong Liu:
Engineering-oriented dynamic optimal control of a greenhouse environment using an improved genetic algorithm with engineering constraint rules. 105698 - Jamal R. Olatunji
Reconstruction of kiwifruit fruit geometry using a CGAN trained on a synthetic dataset. 105699 - Patrícia de Oliveira e Lucas
Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks. 105700 - Ruoling Deng, Yu Jiang, Ming Tao, Xunan Huang, Kemoh Bangura, Chuang Liu, Jingchuan Lin, Long Qi:
Deep learning-based automatic detection of productive tillers in rice. 105703 - Danilo Florentino Pereira
Cluster index for estimating thermal poultry stress (gallus gallus domesticus). 105704 - Min Jiang, Yuan Rao, Jingyao Zhang
Automatic behavior recognition of group-housed goats using deep learning. 105706 - Xuqiang Yin, Dihua Wu, Yuying Shang, Bo Jiang, Huaibo Song:
Using an EfficientNet-LSTM for the recognition of single Cow's motion behaviours in a complicated environment. 105707 - Tingting Chen, Weiguang Yang
Early detection of bacterial wilt in peanut plants through leaf-level hyperspectral and unmanned aerial vehicle data. 105708
- Thomas van Klompenburg, Ayalew Kassahun
Crop yield prediction using machine learning: A systematic literature review. 105709
- José Janderson Ferreira Costa, Élvio Giasson, Elisângela Benedet da Silva, João Augusto Coblinski, Tales Tiecher:
Use of color parameters in the grouping of soil samples produces more accurate predictions of soil texture and soil organic carbon. 105710 - Aijing Feng, Jianfeng Zhou
Evaluation of cotton emergence using UAV-based imagery and deep learning. 105711 - Yonghua Xiong, Longfei Liang, Lin Wang, Jinhua She, Min Wu:
Identification of cash crop diseases using automatic image segmentation algorithm and deep learning with expanded dataset. 105712 - Tanzeel U. Rehman
Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping. 105713 - V. Srikanth, G. K. Rajesh, Anjineyulu Kothakota
Modeling and optimization of developed cocoa beans extractor parameters using box behnken design and artificial neural network. 105715
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