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Computers and Electronics in Agriculture, Volume 196
Volume 196, May 2022
- Imma Subirats Coll, Kristin Kolshus
, Andrea Turbati, Armando Stellato, Esther Mietzsch, Daniel Martini
AGROVOC: The linked data concept hub for food and agriculture. 105965
- Cherie R. Kagan
Special report: The Internet of Things for Precision Agriculture (IoT4Ag). 106742
- Lang Qiao, Weijie Tang
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
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
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
Extraction of reflectance spectra features for estimation of surface, subsurface, and profile soil properties. 106845 - Paul R. Shorten
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
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
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
Improved Na+ estimation from hyperspectral data of saline vegetation by machine learning. 106862 - Claudia Pérez-Roncal
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
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
Monitoring crop phenology with street-level imagery using computer vision. 106866 - Chetan Badgujar
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
Forecasting regional apple first flowering using the sequential model and gridded meteorological data with spatially optimized calibration. 106869 - Zeqi Chen
Soybean seed counting and broken seed recognition based on image sequence of falling seeds. 106870 - Zhi Weng
Cattle face recognition based on a Two-Branch convolutional neural network. 106871 - Kanvisit Maraphum, Khwantri Saengprachatanarug
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
LodgeNet: Improved rice lodging recognition using semantic segmentation of UAV high-resolution remote sensing images. 106873 - Jialei Zhan
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
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
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
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
Basic motion behaviour recognition of dairy cows based on skeleton and hybrid convolution algorithms. 106889 - Fermín Morales
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
Deep transfer learning based photonics sensor for assessment of seed-quality. 106891 - Xijian Fan, Peng Luo, Yuen Mu, Rui Zhou, Tardi Tjahjadi
Leaf image based plant disease identification using transfer learning and feature fusion. 106892 - Andreas Heiß
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
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
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
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
Improving leaf area index estimation accuracy of wheat by involving leaf chlorophyll content information. 106902 - Juan Gargiulo
The AMS Integrated Management Model: A decision-support system for automatic milking systems. 106904 - Luís Pádua
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
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
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
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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