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Computers and Electronics in Agriculture, Volume 192
Volume 192, January 2022
- Yulong Nan, Huichun Zhang, Jiaqiang Zheng, Kunqi Yang, Weikang Yang, Meng Zhang:
Research on profiling tracking control optimization of orchard sprayer based on the phenotypic characteristics of tree crown. 106455 - He Wang, Song Zhang, Shili Zhao, Qi Wang, Daoliang Li, Ran Zhao:
Real-time detection and tracking of fish abnormal behavior based on improved YOLOV5 and SiamRPN++. 106512 - Maciej Oczak, Florian Bayer, Sebastian Vetter
, Kristina Maschat, Johannes Baumgartner:
Comparison of the automated monitoring of the sow activity in farrowing pens using video and accelerometer data. 106517 - Diego Alves da Silva, Cristiane Lemes Hamawaki, Breno Cezar Marinho Juliatti, Lucas dos Santos Nascimento, Osvaldo Toshiyuki Hamawaki, Díbio Leandro Borges, Fernando Cezar Juliatti, Ana Paula Oliveira Nogueira:
An automatic phytopathometry system for chlorosis and necrosis severity evaluation of asian soybean rust infection. 106542 - Akshay Pandey
An intelligent system for crop identification and classification from UAV images using conjugated dense convolutional neural network. 106543 - Wenkai Xu
Detection and classification of tea buds based on deep learning. 106547 - Renê Ripardo Calixto, Luis Gonzaga Pinheiro Neto, Tarique da Silveira Cavalcante, Francisca Gleiciane Nascimento Lopes, Auzuir Ripardo de Alexandria
Development of a computer vision approach as a useful tool to assist producers in harvesting yellow melon in northeastern Brazil. 106554 - Helena Russello, Rik van der Tol, Gert Kootstra:
T-LEAP: Occlusion-robust pose estimation of walking cows using temporal information. 106559 - Thani Jintasuttisak, Eran A. Edirisinghe, Ali El-Battay
Deep neural network based date palm tree detection in drone imagery. 106560 - L. Li, Norbert C. Cheung, Guilin Yang, Chongchong Wang, Pengfei Fu, G. C. Li, Jianfei Pan:
Design of a variable-gain adjacent cross-coupled controller for coordinated motion of multiple permanent magnet linear synchronous motors. 106561
- Luis-Enrique Montoya-Cavero
Vision systems for harvesting robots: Produce detection and localization. 106562
- Solmaz Janati, Saman Abdanan Mehdizadeh
Designing, manufacturing, and evaluating the diagnostic system of carob moth in pomegranate fruit using digital signal processing. 106564 - Luciano Martínez Rau, José O. Chelotti, Sebastián R. Vanrell, Julio R. Galli, Santiago A. Utsumi, Alejandra M. Planisich, Hugo Leonardo Rufiner, Leonardo L. Giovanini:
A robust computational approach for jaw movement detection and classification in grazing cattle using acoustic signals. 106569 - Pierre-Yves Le Gal, N. Andrieu, G. Bruelle, P. Dugué, Claude Monteil, C.-H. Moulin, E. Penot, J. Ryschawy:
Modelling mixed crop-livestock farms for supporting farmers' strategic reflections: The CLIFS approach. 106570 - Sashuang Sun, Zhiyu Zuo, Wenjun Yue, Julien Morel
Estimation of biomass and nutritive value of grass and clover mixtures by analyzing spectral and crop height data using chemometric methods. 106571 - Luiz R. Nakamura, Thiago G. Ramires, Ana J. Righetto, Rodrigo Rossetto Pescim, Fernanda V. Roquim
Cattle reference growth curves based on centile estimation: A GAMLSS approach. 106572 - Faisal Jamil
Optimal smart contract for autonomous greenhouse environment based on IoT blockchain network in agriculture. 106573 - Alireza Makarichian, Reza Amiri Chayjan
Early detection and classification of fungal infection in garlic (A. sativum) using electronic nose. 106575 - Sibo Xia
Data fusion based wireless temperature monitoring system applied to intelligent greenhouse. 106576 - Chunyu Wei, Hailong Li
Row anchor selection classification method for early-stage crop row-following. 106577 - David Camilo Corrales
A surrogate model based on feature selection techniques and regression learners to improve soybean yield prediction in southern France. 106578 - Kotaro Iizuka
Toward a comprehensive model for estimating diameter at breast height of Japanese cypress (Chamaecyparis obtusa) using crown size derived from unmanned aerial systems. 106579 - Joseph P. Boomgard-Zagrodnik, David J. Brown:
Machine learning imputation of missing Mesonet temperature observations. 106580 - Bhagyashree Verma
Investigation of optimal vegetation indices for retrieval of leaf chlorophyll and leaf area index using enhanced learning algorithms. 106581 - Zhengqiang Li, Enyong Xu, Jinlai Zhang
AdaHC: Adaptive hedge horizontal cross-section center detection algorithm. 106582 - Xinhui Zhou, Jianping Wang, Lin Huang, Daoliang Li, Qingling Duan:
Modelling and controlling dissolved oxygen in recirculating aquaculture systems based on mechanism analysis and an adaptive PID controller. 106583 - Jie Yang
An interpretable deep learning approach for calibration transfer among multiple near-infrared instruments. 106584 - Weidong Zhang
Retinex-inspired color correction and detail preserved fusion for underwater image enhancement. 106585 - Yanchao Zhang
Real-time strawberry detection using deep neural networks on embedded system (rtsd-net): An edge AI application. 106586 - Jiqin Zhang, Gang Liu:
Effects of control sequence optimisation on the performance of bivariate fertiliser applicator. 106594 - Anita Z. Chang
Detection of rumination in cattle using an accelerometer ear-tag: A comparison of analytical methods and individual animal and generic models. 106595 - Sükrü Teoman Güner
Employing artificial neural network for effective biomass prediction: An alternative approach. 106596 - Shenying Wang
Simulation and parameter optimisation of pickup device for full-feed peanut combine harvester. 106602 - Lang Qiao, Dehua Gao, Ruomei Zhao, Weijie Tang
Improving estimation of LAI dynamic by fusion of morphological and vegetation indices based on UAV imagery. 106603
- Hugo Hadjur, Doreid Ammar, Laurent Lefèvre:
Toward an intelligent and efficient beehive: A survey of precision beekeeping systems and services. 106604
- Mahdi Boroughani, Maziar Mohammadi, Fahimeh Mirchooli, Stephanie Fiedler
Assessment of the impact of dust aerosols on crop and water loss in the Great Salt Desert in Iran. 106605 - Louis Lac
Crop stem detection and tracking for precision hoeing using deep learning. 106606 - Yi-Jia Wang
A two-step framework for dispatching shared agricultural machinery with time windows. 106607 - Hao Wan
A real-time branch detection and reconstruction mechanism for harvesting robot via convolutional neural network and image segmentation. 106609
- Lucile Riaboff, Laurence Shalloo, Alan F. Smeaton, Sébastien Couvreur
Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data. 106610
- Lu Xu
Delineation of cultivated land parcels based on deep convolutional networks and geographical thematic scene division of remotely sensed images. 106611 - Yuanyuan Liu, Shaoqiang Wang, Xiaobo Wang, Bin Chen, Jinghua Chen, Junbang Wang, Mei Huang, Zhaosheng Wang
Exploring the superiority of solar-induced chlorophyll fluorescence data in predicting wheat yield using machine learning and deep learning methods. 106612 - Weichao Wang, Wei Yang, Peng Zhou
Development and performance test of a vehicle-mounted total nitrogen content prediction system based on the fusion of near-infrared spectroscopy and image information. 106613 - Jesús Fernández-Habas
Estimating pasture quality of Mediterranean grasslands using hyperspectral narrow bands from field spectroscopy by Random Forest and PLS regressions. 106614 - Linhuan Zhang, Ruirui Zhang
Research on virtual Ackerman steering model based navigation system for tracked vehicles. 106615 - Jingqi Zhang, Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li:
Improving wheat yield estimates using data augmentation models and remotely sensed biophysical indices within deep neural networks in the Guanzhong Plain, PR China. 106616 - Yanchao Zhang
Two-step ResUp&Down generative adversarial network to reconstruct multispectral image from aerial RGB image. 106617 - S. Ali Naqvi, Meagan T. M. King, Robert D. Matson
Mastitis detection with recurrent neural networks in farms using automated milking systems. 106618 - Jinya Su
Spectral analysis and mapping of blackgrass weed by leveraging machine learning and UAV multispectral imagery. 106621 - Alexander You, Cindy Grimm
Semantics-guided skeletonization of upright fruiting offshoot trees for robotic pruning. 106622 - Lei Wang, Shibo Fang, Zhifang Pei, Dong Wu, Yongchao Zhu, Wen Zhuo:
Developing machine learning models with multisource inputs for improved land surface soil moisture in China. 106623 - Yueting Wang
Mark-Spectra: A convolutional neural network for quantitative spectral analysis overcoming spatial relationships. 106624 - Yang Liu
Forest pest identification based on a new dataset and convolutional neural network model with enhancement strategy. 106625 - K. Thodberg, Leslie Foldager
Temperature conditions during commercial transportation of cull sows to slaughter. 106626 - Mounir Guesbaya
Real-time adaptation of a greenhouse microclimate model using an online parameter estimator based on a bat algorithm variant. 106627 - N. Mastrodimos
Thermal and digital imaging information acquisition regarding the development of Aspergillus flavus in pistachios against Aspergillus carbonarius in table grapes. 106628
- Saman Ghaffarian
Machine learning-based farm risk management: A systematic mapping review. 106631
- Edward J. Jones, Thomas F. A. Bishop
Identifying causes of crop yield variability with interpretive machine learning. 106632 - Lixin Lin, Xixi Liu:
Mixture-based weight learning improves the random forest method for hyperspectral estimation of soil total nitrogen. 106634 - Andres Fernando Jimenez Lopez, Pedro F. Cárdenas, Fabian Jimenez:
Intelligent IoT-multiagent precision irrigation approach for improving water use efficiency in irrigation systems at farm and district scales. 106635
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