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ORCIDComputers and Electronics in Agriculture, Volume 193
Volume 193, February 2022
- Geordie Zapalac:
Simulation of a convectively-cooled unventilated greenhouse. 106563 - Gustavo Togeiro de Alckmin
, Arko Lucieer, Richard Rawnsley, Lammert Kooistra:
Perennial ryegrass biomass retrieval through multispectral UAV data. 106574 - Yinfeng Hao, Hongjian Yin, Daoliang Li:
A novel method of fish tail fin removal for mass estimation using computer vision. 106601
- Daniel Albiero, Angel Pontin Garcia, Claudio Kiyoshi Umezu, Rodrigo Leme de Paulo:
Swarm robots in mechanized agricultural operations: A review about challenges for research. 106608
- Negar Siabi, Seyed Hossein Sanaeinejad, Bijan Ghahraman:
Effective method for filling gaps in time series of environmental remote sensing data: An example on evapotranspiration and land surface temperature images. 106619 - Tianyi Wang, Robert G. Hardin IV, Jason K. Ward, John D. Wanjura, Edward M. Barnes:
A smart cotton module tracking and monitoring system for handling logistics and cover damage. 106620 - Tianyi Wang, Xiaohan Mei, J. Alex Thomasson, Chenghai Yang, Xiongzhe Han, Pappu Kumar Yadav, Yeyin Shi:
GIS-based volunteer cotton habitat prediction and plant-level detection with UAV remote sensing. 106629 - Yoshitomo Yamasaki, Mizuki Morie, Noboru Noguchi:
Development of a high-accuracy autonomous sensing system for a field scouting robot. 106630 - Kento Koyama, Suxing Lyu:
Soft-labeling approach along with an ensemble of models for predicting subjective freshness of spinach leaves. 106633 - Qingguo Su, Jinglei Tang, Mingxin Zhai, Dongjian He:
An intelligent method for dairy goat tracking based on Siamese network. 106636 - Giuseppe Aiello, Pietro Catania, Mariangela Vallone, Mario Venticinque:
Worker safety in agriculture 4.0: A new approach for mapping operator's vibration risk through Machine Learning activity recognition. 106637 - Shijie Tian, Shuai Wang, Huirong Xu:
Early detection of freezing damage in oranges by online Vis/NIR transmission coupled with diameter correction method and deep 1D-CNN. 106638 - F.-J. Granados-Ortiz, Francisco Manuel Arrabal-Campos, Alejandro López-Martínez, Francisco D. Molina-Aiz, Araceli Peña-Fernández, Diego L. Valera:
On the estimation of three-dimensional porosity of insect-proof screens. 106639 - Jie Wang, Dongxue Zhao, Ehsan Zare, Michael Sefton, John Triantafilis:
Unravelling drivers of field-scale digital mapping of topsoil organic carbon and its implications for nitrogen practices. 106640 - Guo Li, Rui Suo, Guanao Zhao, Changqing Gao, Longsheng Fu, Fuxi Shi, Jaspreet Singh Dhupia, Rui Li, Yongjie Cui:
Real-time detection of kiwifruit flower and bud simultaneously in orchard using YOLOv4 for robotic pollination. 106641 - Huanhuan Feng, Mengjie Zhang, Valentina Gecevska, Bingqi Chen, Rehan Saeed, Xiaoshuan Zhang:
Modeling and evaluation of quality monitoring based on wireless sensor and blockchain technology for live fish waterless transportation. 106642 - Matthew F. Digman, W. M. Runge:
The utility of a near-infrared spectrometer to predict the maturity of green peas (Pisum sativum). 106643 - Yun Zhao, Cheng Sun, Xing Xu, Jiagui Chen:
RIC-Net: A plant disease classification model based on the fusion of Inception and residual structure and embedded attention mechanism. 106644 - Francisco R. S. Pereira, J. P. de Lima, Rodrigo G. Freitas, Aliny A. Dos Reis, Laurence Rodrigues do Amaral, Gleyce Kelly Dantas Araújo Figueiredo, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães:
Nitrogen variability assessment of pasture fields under an integrated crop-livestock system using UAV, PlanetScope, and Sentinel-2 data. 106645 - Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail:
Synthetic Minority Over-sampling TEchnique (SMOTE) and Logistic Model Tree (LMT)-Adaptive Boosting algorithms for classifying imbalanced datasets of nutrient and chlorophyll sufficiency levels of oil palm (Elaeis guineensis) using spectroradiometers and unmanned aerial vehicles. 106646 - Yumin Liao, Ningmei Yu, Guanglin Zhou, Yinfeng Wu, Chen Wang:
A wireless multi-channel low-cost lab-on-chip algae culture monitor AIoT system for algae farm. 106647 - Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis:
The role of cross-silo federated learning in facilitating data sharing in the agri-food sector. 106648 - Jinlong Li, Ming Chen, Dehe Cheng, Wei Li, Shuwei Guo, Chen Chen, Chenxu Liu, Shaojiang Chen:
An accurate and effective single-seed moisture selection method based on nuclear magnetic resonance (NMR) in maize. 106649 - Yongliang Qiao, Yangyang Guo, Keping Yu, Dongjian He:
C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming. 106650 - Xun Xiao, Mo Li:
Fusion of data-driven model and mechanistic model for kiwifruit flesh firmness prediction. 106651 - Marco Bovo, Enrica Santolini, Alberto Barbaresi, Patrizia Tassinari, Daniele Torreggiani:
Assessment of geometrical and seasonal effects on the natural ventilation of a pig barn using CFD simulations. 106652 - Hejun Wei, Enyong Xu, Jinlai Zhang, Yanmei Meng, Jin Wei, Zhen Dong, Zhengqiang Li:
BushNet: Effective semantic segmentation of bush in large-scale point clouds. 106653 - Xuan Zhang, Hui Sun, Xingxing Qiao, Xiaobin Yan, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Fahad Shafiq, Wude Yang, Chao Wang:
Hyperspectral estimation of canopy chlorophyll of winter wheat by using the optimized vegetation indices. 106654 - Yujie Li, Benxue Ma, Cong Li, Guowei Yu:
Accurate prediction of soluble solid content in dried Hami jujube using SWIR hyperspectral imaging with comparative analysis of models. 106655 - Marina Stukelj, Melita Hajdinjak, Igor Pusnik:
Stress-free measurement of body temperature of pigs by using thermal imaging - Useful fact or wishful thinking. 106656 - Agus Arip Munawar, Zulfahrizal, Hesti Meilina, Elke Pawelzik:
Near infrared spectroscopy as a fast and non-destructive technique for total acidity prediction of intact mango: Comparison among regression approaches. 106657 - Sathian Dananjayan, Yu Tang, Jiajun Zhuang, Chaojun Hou, Shaoming Luo:
Assessment of state-of-the-art deep learning based citrus disease detection techniques using annotated optical leaf images. 106658 - José L. Rotundo, Rafael Rech, Marcelo Moraes Cardoso, Yinan Fang, Tom Tang, Nick Olson, Benjamin Pyrik, Gabe Conrad, Lucas Borras, Eduardo Mihura, Carlos D. Messina:
Development of a decision-making application for optimum soybean and maize fertilization strategies in Mato Grosso. 106659 - Jianbin Tao, Yun Wang, Bingwen Qiu, Wenbin Wu:
Exploring cropping intensity dynamics by integrating crop phenology information using Bayesian networks. 106667 - Jiao Guo, Qingyuan Bai, Wenchuan Guo, Zhendong Bu, Weitao Zhang:
Soil moisture content estimation in winter wheat planting area for multi-source sensing data using CNNR. 106670 - Qian Sun, Xiaohe Gu, Liping Chen, Xiaobin Xu, Zhonghui Wei, Yuchun Pan, Yunbing Gao:
Monitoring maize canopy chlorophyll density under lodging stress based on UAV hyperspectral imagery. 106671
- Thara Seesaard, Neeraj Goel, Mahesh Kumar, Chatchawal Wongchoosuk:
Advances in gas sensors and electronic nose technologies for agricultural cycle applications. 106673
- Thiago Feliph Silva Fernandes, Raíssa Vanessa de Oliveira Silva, Daniel Lucas Dantas de Freitas, Alex Guimarães Sanches, Maryelle Barros da Silva, Luis Carlos Cunha Júnior, Kássio Gomes de Lima, Gustavo Henrique de Almeida Teixeira:
Sex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learning. 106674 - Beibei Xu, Wensheng Wang, Leifeng Guo, Guipeng Chen, Yongfeng Li, Zhen Cao, Saisai Wu:
CattleFaceNet: A cattle face identification approach based on RetinaFace and ArcFace loss. 106675 - Marcelo Bahuti, Tadayuki Yanagi Junior, Bruna Pontara Vilas Boas Ribeiro, Alessandro Torres Campos, Murilo Santos Freire, Renato Ribeiro de Lima:
Heat transfer model for predicting hen's core temperature. 106676 - Keyvan Ahmadi Babadi, Hossein Khorasanizadeh, Alireza Aghaei:
CFD modeling of air flow, humidity, CO2 and NH3 distributions in a caged laying hen house with tunnel ventilation system. 106677 - Linh Nguyen, Dung K. Nguyen, Truong X. Nghiem, Thang Nguyen:
Least square and Gaussian process for image based microalgal density estimation. 106678 - Sunil Kumar Jha, Zia Chishti, Zulfiqar Ahmad, Khaliq-ur-Rehman Arshad:
Enterobacter sp. SWLC2 for biodegradation of chlorpyrifos in the aqueous medium: Modeling of the process using artificial neural network approaches. 106680 - Min Shi, Shuaisong Zhang, Hao Lu, Xiao-Ming Zhao, Xi-Qing Wang, Zhiguo Cao:
Phenotyping multiple maize ear traits from a single image: Kernels per ear, rows per ear, and kernels per row. 106681 - Zichen Zhang, Sami Khanal, Amy Raudenbush, Kelley Tilmon, Christopher Stewart:
Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles. 106682 - Chenjiao Tan, Changying Li, Dongjian He, Huaibo Song:
Towards real-time tracking and counting of seedlings with a one-stage detector and optical flow. 106683 - Christyan Cruz Ulloa, Anne Krus, Antonio Barrientos, Jaime del Cerro, Constantino Valero:
Robotic Fertilization in Strip Cropping using a CNN Vegetables Detection-Characterization Method. 106684 - Kittakorn Sriwanna:
Weather-based rice blast disease forecasting. 106685 - Mehdi Jamei, Ahmed Elbeltagi, Saman Maroufpoor, Masoud Karbasi, Mozhdeh Jamei, Mohammadnabi Jalali, Negin Najafzadeh:
Combined Terrestrial Evapotranspiration Index prediction using a hybrid artificial intelligence paradigm integrated with relief algorithm-based feature selection. 106687 - Christoforos-Nikitas Kasimatis, Evangelos Psomakelis, Nikolaos Katsenios, Giannis Katsenios, Marilena Papatheodorou, Dimitrios Vlachakis, Dimitris Apostolou, Aspasia Efthimiadou:
Implementation of a decision support system for prediction of the total soluble solids of industrial tomato using machine learning models. 106688 - Jasper Brown, Yongliang Qiao, Cameron E. F. Clark, Sabrina Lomax, Khalid Rafique, Salah Sukkarieh:
Automated aerial animal detection when spatial resolution conditions are varied. 106689
- Colton Campbell, Ahmad Al-Mallahi, William Watson:
Automatic imaging system mounted on boom sprayer for crop scouting using an off-the-shelf RGB camera. 106690
- Suvarna Bhoj, Ayon Tarafdar, Anuj Chauhan, Mukesh Singh, Gyanendra Kumar Gaur:
Image processing strategies for pig liveweight measurement: Updates and challenges. 106693
- Arunabha M. Roy, Jayabrata Bhaduri:
Real-time growth stage detection model for high degree of occultation using DenseNet-fused YOLOv4. 106694 - Shenglian Lu, Wenkang Chen, Xin Zhang, Manoj Karkee:
Canopy-attention-YOLOv4-based immature/mature apple fruit detection on dense-foliage tree architectures for early crop load estimation. 106696 - Xueshen Chen, Yuanyang Mao, Yuesong Xiong, Long Qi, Yu Jiang, Xu Ma:
Intra-row weed density evaluation in rice field using tactile method. 106699 - Carolina Reis Gualberto, Lásara Fabrícia Rodrigues, Reinaldo Morabito, João Flávio de Freitas Almeida:
Time-dependent performance evaluation of tire repair emergency systems in the agricultural stage of sugarcane mills. 106701 - Yinglun Li, Weiliang Wen, Teng Miao, Sheng Wu, Zetao Yu, Xiaodong Wang, Xinyu Guo, Chunjiang Zhao:
Automatic organ-level point cloud segmentation of maize shoots by integrating high-throughput data acquisition and deep learning. 106702 - Xue Zhao, Kaiyu Li, Yunxia Li, Juncheng Ma, Lingxian Zhang:
Identification method of vegetable diseases based on transfer learning and attention mechanism. 106703 - Jun Sun, Kaifeng Yang, Chen Chen, Jifeng Shen, Yu Yang, Xiaohong Wu, Tomas Norton:
Wheat head counting in the wild by an augmented feature pyramid networks-based convolutional neural network. 106705 - Umberto Garlando, Stefano Calvo, Mattia Barezzi, Alessandro Sanginario, Paolo Motto Ros, Danilo Demarchi:
Ask the plants directly: Understanding plant needs using electrical impedance measurements. 106707 - Josefine Eisermann, Helen Schomburg, Jonas Knöll, Lars Schrader, Antonia Patt:
Bite-o-Mat: A device to assess the individual manipulative behaviour of group housed pigs. 106708 - Yuzhen Lu, Sierra N. Young, Haifeng Wang, Nuwan Wijewardane:
Robust plant segmentation of color images based on image contrast optimization. 106711 - Wei Li, Deli Zhu, Qing Wang:
A single view leaf reconstruction method based on the fusion of ResNet and differentiable render in plant growth digital twin system. 106712 - Pan Zhang, Daoliang Li:
EPSA-YOLO-V5s: A novel method for detecting the survival rate of rapeseed in a plant factory based on multiple guarantee mechanisms. 106714 - Shuxiang Fan, Xiaoting Liang, Wenqian Huang, Vincent Jialong Zhang, Qi Pang, Xin He, Lianjie Li, Chi Zhang:
Real-time defects detection for apple sorting using NIR cameras with pruning-based YOLOV4 network. 106715 - Xing Wang, Hanwen Kang, Hongyu Zhou, Wesley Au, Chao Chen:
Geometry-aware fruit grasping estimation for robotic harvesting in apple orchards. 106716 - Xiaohu Zhao, Jingcheng Zhang, Yanbo Huang, Yangyang Tian, Lin Yuan:
Detection and discrimination of disease and insect stress of tea plants using hyperspectral imaging combined with wavelet analysis. 106717 - Miaomiao Ji, Zhibin Wu:
Automatic detection and severity analysis of grape black measles disease based on deep learning and fuzzy logic. 106718 - Fengwei Gu, Youqun Zhao, Feng Wu, Zhichao Hu, Lili Shi:
Simulation analysis and experimental validation of conveying device in uniform rrushed straw throwing and seed-sowing Machines using CFD-DEM coupled approach. 106720 - Ee Ping Kho, Sing Ngie David Chua, Soh Fong Lim, Lee Chung Lau, Mohd Tirmidzi Ngapdul Gani:
Development of young sago palm environmental monitoring system with wireless sensor networks. 106723 - Mesut Togaçar, Burhan Ergen:
Classification of cloud images by using super resolution, semantic segmentation approaches and binary sailfish optimization method with deep learning model. 106724 - Tianli Wang, Maofang Gao, Chunling Cao, Jiong You, Xiwang Zhang, Lanzhi Shen:
Winter wheat chlorophyll content retrieval based on machine learning using in situ hyperspectral data. 106728 - Usman Rauf, Waqar Shahid Qureshi, Hamid Jabbar, Ayesha Zeb, Alina Mirza, Eisa Alanazi, Umar Shahbaz Khan, Nasir Rashid:
A new method for pixel classification for rice variety identification using spectral and time series data from Sentinel-2 satellite imagery. 106731 - Shai Kendler, Ran Aharoni, Sierra N. Young, Hanan Sela, Tamar Kis-Papo, Tzion Fahima, Barak Fishbain:
Detection of crop diseases using enhanced variability imagery data and convolutional neural networks. 106732 - Yuntao Lu, Wei Hong, Zhenguo Liu, Ying Wang, Hongfang Wang, Wenfeng Chen, Shengping Liu, Yinfa Yan, Baohua Xu:
Research on the orientation flights and colony development of Apis cerana based on smart beehives. 106733
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