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ORCIDComputers and Electronics in Agriculture, Volume 196
Volume 196, May 2022
- Imma Subirats Coll, Kristin Kolshus, Andrea Turbati, Armando Stellato, Esther Mietzsch, Daniel Martini
, Marcia Zeng:
AGROVOC: The linked data concept hub for food and agriculture. 105965
- Cherie R. Kagan, David P. Arnold, David J. Cappelleri, Catherine M. Keske, Kevin T. Turner:
Special report: The Internet of Things for Precision Agriculture (IoT4Ag). 106742
- Lang Qiao, Weijie Tang, Dehua Gao, Ruomei Zhao, Lulu An, Minzan Li, Hong Sun, Di Song:
UAV-based chlorophyll content estimation by evaluating vegetation index responses under different crop coverages. 106775 - Matthew Coombes, Sam Newton, James Knowles, Andrew Garmory:
The influence of rotor downwash on spray distribution under a quadrotor unmanned aerial system. 106807 - Arnab Banerjee, Arijit Das, Samarendra Behra, Debotosh Bhattacharjee, Nagesh Talagunda Srinivasan, Mita Nasipuri, Nibaran Das:
Carp-DCAE: Deep convolutional autoencoder for carp fish classification. 106810
- Ilias Tagkopoulos, Stephen F. Brown, Xin Liu, Qing Zhao, Tarek I. Zohdi, J. Mason Earles, Nitin Nitin, Daniel E. Runcie, Danielle G. Lemay, Aaron D. Smith, Pamela C. Ronald, Hao Feng, Gabriel David Youtsey:
Special report: AI Institute for next generation food systems (AIFS). 106819
- Sheng Gao, Jian-hua Xu:
Hyperspectral image information fusion-based detection of soluble solids content in red globe grapes. 106822 - Marina H. Murillo, Guido Sánchez, Nestor N. Deniz, Lucas M. Genzelis, Leonardo L. Giovanini:
Improving path-tracking performance of an articulated tractor-trailer system using a non-linear kinematic model. 106826 - Bolai Xin, Mark Albert Whitty:
A 3D grape bunch reconstruction pipeline based on constraint-based optimisation and restricted reconstruction grammar. 106840 - Peng Zhou, Kenneth A. Sudduth, Kristen S. Veum, Minzan Li:
Extraction of reflectance spectra features for estimation of surface, subsurface, and profile soil properties. 106845 - Paul R. Shorten, B. G. Welten:
Acoustic sensor determination of repeatable cow urinations traits in winter and spring. 106846 - Na Wu, Shizhuang Weng, Jinxin Chen, Qinlin Xiao, Chu Zhang, Yong He:
Deep convolution neural network with weighted loss to detect rice seeds vigor based on hyperspectral imaging under the sample-imbalanced condition. 106850 - Andrés F. Gonzalez-Mora, Alain N. Rousseau, Araceli D. Larios, Stéphane Godbout, Sébastien Fournel:
Assessing environmental control strategies in cage-free aviary housing systems: Egg production analysis and Random Forest modeling. 106854 - Caiwang Peng, Ting Zhou, Shisheng Song, Songlin Sun:
Analysis and experiment of feeding material process of Hermetia illucens L. frass bucket wheel based on DEM. 106855 - Angela Guerrero, S. Hamed Javadi, Abdul M. Mouazen:
Automatic detection of quality soil spectra in an online vis-NIR soil sensor. 106857 - Siyue Hou, Jincun Liu, Yaqian Wang, Dong An, Yaoguang Wei:
Research on fish bait particles counting model based on improved MCNN. 106858 - Yanbin Liu, Yaoming Li, Yunhua Dong, Mingsen Huang, Tao Zhang, Junhui Cheng:
Development of a variable-diameter threshing drum for rice combine harvester using MBD - DEM coupling simulation. 106859 - Jordy Senden, Lars Janssen, Robbert van der Kruk, Herman Bruyninckx, René van de Molengraft:
Exploiting plant dynamics in robotic fruit localization. 106860 - Andrea Tassi, Andrea Massetti, Artur Gil:
The spectralrao-monitoring Python package: A RAO's Q diversity index-based application for land-cover/land-use change detection in multifunctional agricultural areas. 106861 - Daosheng Chen, Fei Zhang, Mou Leong Tan, Ngai Weng Chan, Jingchao Shi, Changjiang Liu, Weiwei Wang:
Improved Na+ estimation from hyperspectral data of saline vegetation by machine learning. 106862 - Claudia Pérez-Roncal, Silvia Arazuri, Carlos Lopez-Molina, Carmen Jarén, Luis Gonzaga Santesteban, Ainara López-Maestresalas:
Exploring the potential of hyperspectral imaging to detect Esca disease complex in asymptomatic grapevine leaves. 106863 - Dandan Wang, Dongjian He:
Fusion of Mask RCNN and attention mechanism for instance segmentation of apples under complex background. 106864 - Ádám Csóka, György Kovács, Virág Ács, Zsolt Matics, Zsolt Gerencsér, Zsolt Szendro, István Nagy, Örs Petneházy, Imre Repa, Mariann Moizs, Tamás Donkó:
A general technique for the estimation of farm animal body part weights from CT scans and its applications in a rabbit breeding program. 106865 - Raphaël d'Andrimont, Momchil Yordanov, Laura Martinez-Sanchez, Marijn Van der Velde:
Monitoring crop phenology with street-level imagery using computer vision. 106866 - Chetan Badgujar, Daniel Flippo, Stephen M. Welch:
Artificial neural network to predict traction performance of autonomous ground vehicle on a sloped soil bin and uncertainty analysis. 106867 - Borja Espejo-García, Ioannis Malounas, Nikos Mylonas, Aikaterini Kasimati, Spyros Fountas:
Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. 106868 - Yaohui Zhu, Guijun Yang, Hao Yang, Liang Guo, Bo Xu, Zhenhai Li, Shaoyu Han, Xicun Zhu, Zhenhong Li, Glyn Jones:
Forecasting regional apple first flowering using the sequential model and gridded meteorological data with spatially optimized calibration. 106869 - Zeqi Chen, Weijun Fan, Zai Luo, Bin Guo:
Soybean seed counting and broken seed recognition based on image sequence of falling seeds. 106870 - Zhi Weng, Fansheng Meng, Shaoqing Liu, Yong Zhang, Zhiqiang Zheng, Caili Gong:
Cattle face recognition based on a Two-Branch convolutional neural network. 106871 - Kanvisit Maraphum, Khwantri Saengprachatanarug, Seree Wongpichet, Arthit Phuphuphud, Jetsada Posom:
Achieving robustness across different ages and cultivars for an NIRS-PLSR model of fresh cassava root starch and dry matter content. 106872 - Zhongbin Su, Yue Wang, Qi Xu, Rui Gao, Qingming Kong:
LodgeNet: Improved rice lodging recognition using semantic segmentation of UAV high-resolution remote sensing images. 106873 - Jialei Zhan, Yaowen Hu, Guoxiong Zhou, Yanfeng Wang, Weiwei Cai, Liujun Li:
A high-precision forest fire smoke detection approach based on ARGNet. 106874 - Samarth Godara, Durga Toshniwal:
Deep Learning-based query-count forecasting using farmers' helpline data. 106875 - Raphaël Gauthier, Christine Largouët, Jean-Yves Dourmad:
Prediction of litter performance in lactating sows using machine learning, for precision livestock farming. 106876 - Agda L. G. Oliveira, Joaquim P. Lima, Thiago L. Brasco, Lucas R. Amaral:
The importance of modeling the effects of trend and anisotropy on soil fertility maps. 106877 - Zhengtong Ning, Lufeng Luo, XinMing Ding, Zhiqiang Dong, Bofeng Yang, Jinghui Cai, Weilin Chen, Qinghua Lu:
Recognition of sweet peppers and planning the robotic picking sequence in high-density orchards. 106878 - Yong Li, Zhiqiang Guo, Feng Shuang, Man Zhang, Xiuhua Li:
Key technologies of machine vision for weeding robots: A review and benchmark. 106880 - Guy Atsmon, Omer Nehurai, Fadi Kizel, Hanan Eizenberg, Ran Nisim Lati:
Hyperspectral imaging facilitates early detection of Orobanche cumana below-ground parasitism on sunflower under field conditions. 106881 - Xinrui Shi, Xiaokun Li, Chen Guo, Puyu Feng, Kelin Hu:
Modeling ammonia volatilization following urea and controlled-release urea application to paddy fields. 106888 - Zhenyu Li, Lei Song, Yuanchao Duan, Yunfei Wang, Huaibo Song:
Basic motion behaviour recognition of dairy cows based on skeleton and hybrid convolution algorithms. 106889 - Fermín Morales, Juan José Irigoyen, María Carmen Antolín, Nieves Goicoechea, Héctor Santesteban, Mónica Oyarzun, Josu Luquin, Miguel Barbarin, Amadeo Urdiain, Inmaculada Pascual:
Novel, technical advance: A new grapevine transpiration prototype for grape berries and whole bunch based on relative humidity sensors. 106890 - Puneet Singh Thakur, Bhavya Tiwari, Abhishek Kumar, Bhavesh Gedam, Vimal Bhatia, Ondrej Krejcar, Michal Dobrovolny, Jamel Nebhen, Shashi Prakash:
Deep transfer learning based photonics sensor for assessment of seed-quality. 106891 - Xijian Fan, Peng Luo, Yuen Mu, Rui Zhou, Tardi Tjahjadi, Yi Ren:
Leaf image based plant disease identification using transfer learning and feature fusion. 106892 - Andreas Heiß, Dimitris S. Paraforos, Galibjon Sharipov, Hans W. Griepentrog:
Real-time control for multi-parametric data fusion and dynamic offset optimization in sensor-based variable rate nitrogen application. 106893 - S. Ali Naqvi, Meagan T. M. King, Trevor J. DeVries, Herman W. Barkema, Rob Deardon:
Data considerations for developing deep learning models for dairy applications: A simulation study on mastitis detection. 106895 - Jiqing Chen, Hongdu Zhang, Zhikui Wang, Jiahua Wu, Tian Luo, Huabin Wang, Teng Long:
An image restoration and detection method for picking robot based on convolutional auto-encoder. 106896 - Sahin Aydin, Mehmet Nafiz Aydin:
Design and implementation of a smart beehive and its monitoring system using microservices in the context of IoT and open data. 106897 - Rongqing Liang, Bingcheng Zhang, Pengfei Zhou, Yaping Li, Hewei Meng, Za Kan:
Power consumption analysis of the multi-edge toothed device for shredding the residual film and impurity mixture. 106898 - Michael Swoish, Jose F. Da Cunha Leme Filho, Mark S. Reiter, James B. Campbell, Wade E. Thomason:
Comparing satellites and vegetation indices for cover crop biomass estimation. 106900 - Luiz F. S. Coletta, Douglas C. de Almeida, Jefferson R. Souza, Rodrigo Lilla Manzione:
Novelty detection in UAV images to identify emerging threats in eucalyptus crops. 106901 - Zhulin Chen, Kun Jia, Xiangqin Wei, Yan Liu, Yulin Zhan, Mu Xia, Yunjun Yao, Xiaotong Zhang:
Improving leaf area index estimation accuracy of wheat by involving leaf chlorophyll content information. 106902 - Juan Gargiulo, Nicolas A. Lyons, Cameron E. F. Clark, Sergio C. Garcia:
The AMS Integrated Management Model: A decision-support system for automatic milking systems. 106904 - Luís Pádua, Alessandro Matese, Salvatore Filippo Di Gennaro, Raul Morais, Emanuel Peres, Joaquim João Sousa:
Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions. 106905 - Hakjong Shin, Younghoon Kwak, Seng-Kyoun Jo, Se-Han Kim, Jung-Ho Huh:
Applicability evaluation of a demand-controlled ventilation system in livestock. 106907 - Marlies Lauwers, David Nuyttens, Benny De Cauwer, Jan G. Pieters:
Hyperspectral classification of poisonous solanaceous weeds in processing Phaseolus vulgaris L. and Spinacia oleracea L. 106908 - Jan L. Top, Sander Janssen, Hendrik Boogaard, Rob Knapen, Görkem Simsek-Senel:
Cultivating FAIR principles for agri-food data. 106909 - Pengchao Chen, Weicheng Xu, Yilong Zhan, Guobin Wang, Weiguang Yang, Yubin Lan:
Determining application volume of unmanned aerial spraying systems for cotton defoliation using remote sensing images. 106912 - Shao-Ang Tuan, Dan Jeric Arcega Rustia, Jih-Tay Hsu, Ta-Te Lin:
Frequency modulated continuous wave radar-based system for monitoring dairy cow respiration rate. 106913 - Ewa Ropelewska, Vanya Slavova, Kadir Sabanci, Muhammet Fatih Aslan, Xiang Cai, Stefka Genova:
Discrimination of onion subjected to drought and normal watering mode based on fluorescence spectroscopic data. 106916
- Diarmuid McSweeney, Luc Delaby, Bernadette O'Brien, Alexis Férard, Nicky Byrne, Justin McDonagh, Stepan Ivanov, Neil E. Coughlan:
Dynamic algorithmic conversion of compressed sward height to dry matter yield by a rising plate meter. 106919
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