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Computers and Electronics in Agriculture, Volume 198
Volume 198, July 2022
- Santosh Anand, M. K. Barua:
Modeling the key factors leading to post-harvest loss and waste of fruits and vegetables in the agri-fresh produce supply chain. 106936 - Zhiwu Yu
, Yaoming Li, Zhenwei Liang, Zhong Tang:
Development of single measuring point overall balancing method based on multi-cylinder dynamic balance detection system. 106968 - Jianjun Guo, Jiaqi Dong, Bing Zhou, Xuehua Zhao
A hybrid model for the prediction of dissolved oxygen in seabass farming. 106971 - Santosh Bhusal, Manoj Karkee
Automated execution of a pest bird deterrence system using a programmable unmanned aerial vehicle (UAV). 106972 - Jie Geng, Jing Liu, Xianrui Kong, Bosheng Shen, Zhiyou Niu:
The fishmeal adulteration identification based on microscopic image and deep learning. 106974 - Yanxin Yin, Chunjiang Zhao, Yawei Zhang, Jingping Chen, Changhai Luo, Pei Wang, Liping Chen, Zhijun Meng:
Development and application of subsoiling monitoring system based on edge computing using IoT architecture. 106976 - Ehsan Raei, Ata Akbari Asanjan, Mohammad Reza Nikoo
A deep learning image segmentation model for agricultural irrigation system classification. 106977 - Geovanne P. Furriel
Acoustics applied in the development of equipment for precision agriculture: Coffee handling and harvesting. 106981 - Konstantinos Themistokleous
A deep learning algorithm predicts milk yield and production stage of dairy cows utilizing ultrasound echotexture analysis of the mammary gland. 106992 - Kiyoun Kwon, Duhwan Mun:
Iterative offset-based method for reconstructing a mesh model from the point cloud of a pig. 106996 - Ayu Washizu, Satoshi Nakano:
Exploring the characteristics of smart agricultural development in Japan: Analysis using a smart agricultural kaizen level technology map. 107001 - John Bonestroo, Mariska van der Voort, Henk Hogeveen, Ulf Emanuelson
Forecasting chronic mastitis using automatic milking system sensor data and gradient-boosting classifiers. 107002 - Yingpin Yang, Qiting Huang, Zhifeng Wu, Tianjun Wu, Jiancheng Luo, Wen Dong, Yingwei Sun, Xin Zhang, Dongyun Zhang:
Mapping crop leaf area index at the parcel level via inverting a radiative transfer model under spatiotemporal constraints: A case study on sugarcane. 107003 - Tengyun Zhao, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen:
Unsupervised adversarial domain adaptation based on interpolation image for fish detection in aquaculture. 107004 - Ziping Liu, Shveta Dhamankar, John T. Evans, Cody M. Allen, Chufan Jiang, Gregory M. Shaver, Aaron Etienne, Tony J. Vyn, Corwin M. Puryk, Brandon M. McDonald:
Development and experimental validation of a system for agricultural grain unloading-on-the-go. 107005 - Francesco Solfanelli, Emel Ozturk, Stefano Orsini, Freya Schäfer
Improving the quality of national organic seed databases to increase the use of organic seed and propagation materials in Europe. 107006 - Yisen Liu
Joint optimization of autoencoder and Self-Supervised Classifier: Anomaly detection of strawberries using hyperspectral imaging. 107007 - Chin Nee Vong, Lance S. Conway, Aijing Feng, Jianfeng Zhou
Corn emergence uniformity estimation and mapping using UAV imagery and deep learning. 107008 - Jie Zhou
Finite element explicit dynamics simulation of motion and shedding of jujube fruits under forced vibration. 107009 - Man Cheng, Hongbo Yuan, Qifan Wang, Zhenjiang Cai, Yueqin Liu, Yingjie Zhang:
Application of deep learning in sheep behaviors recognition and influence analysis of training data characteristics on the recognition effect. 107010 - Yue Zhang, Chenzhen Xia
Quantifying the relationships of soil properties and crop growth with yield in a NPK fertilizer application maize field. 107011 - Shuai Wang
Study on the modeling method of sunflower seed particles based on the discrete element method. 107012 - Sayma Shammi, Ferdous Sohel
Machine learning-based detection of freezing events using infrared thermography. 107013 - S. M. Abu Saleah, Seung-Yeol Lee, Ruchire Eranga Wijesinghe, Junsoo Lee, Daewoon Seong
Optical signal intensity incorporated rice seed cultivar classification using optical coherence tomography. 107014 - Noa Ohana-Levi, Igor Zachs, Nave Hagag, Liyam Shemesh, Yishai Netzer:
Grapevine stem water potential estimation based on sensor fusion. 107016 - Weiran Li
CMFTNet: Multiple fish tracking based on counterpoised JointNet. 107018 - Thatchapol Chungcharoen, Irwin R. Donis-González, Kittisak Phetpan, Vasu Udompetaikul, Panmanas Sirisomboon, Rattapong Suwalak:
Machine learning-based prediction of nutritional status in oil palm leaves using proximal multispectral images. 107019 - Chengsong Hu, J. Alex Thomasson, Chris Reberg-Horton
Modeling realistic 3D agricultural vegetations using a photometric-based approach and its application to weed detection. 107020 - Xiangyun Li, Liuxian Zhu, Shan Gong:
Soil-cutting simulation and dual-objective optimization on tillage process parameters of micro-tiller by smoothed particle Galerkin modeling and genetic algorithm. 107021 - Hongwei Li, Wenhao Dong, Zehua Li, Xiulong Cao, Suiyan Tan, Long Qi, Xueshen Chen, Ronghao Xiao, Hao Gong
Smartphone application-based measurements of stem-base width and plant height in rice seedling. 107022 - Eko Prasetyo, Nanik Suciati
Yolov4-tiny with wing convolution layer for detecting fish body part. 107023 - Sharareh Akbarian
Sugarcane yields prediction at the row level using a novel cross-validation approach to multi-year multispectral images. 107024 - Zhaohui Du, Li Yang, Dongxing Zhang, Tao Cui, Xiantao He, Tianpu Xiao, Chunji Xie, Hongsheng Li:
Corn variable-rate seeding decision based on gradient boosting decision tree model. 107025 - Wei Ji, Chencheng Tang, Bo Xu, Guozhi He:
Contact force modeling and variable damping impedance control of apple harvesting robot. 107026 - Fujia Dong, Jie Hao, Ruiming Luo, Zhifeng Zhang, Songlei Wang, Kangning Wu, Mengqi Liu:
Identification of the proximate geographical origin of wolfberries by two-dimensional correlation spectroscopy combined with deep learning. 107027 - Taixiong Zheng, Mingzhe Jiang, Yongfu Li, Mingchi Feng:
Research on tomato detection in natural environment based on RC-YOLOv4. 107029 - Xin Jin, Lumei Tang, Ruoshi Li, Bo Zhao, Jiangtao Ji, Yidong Ma:
Edge recognition and reduced transplantation loss of leafy vegetable seedlings with Intel RealsSense D415 depth camera. 107030 - Jian Zhang
A novel composite vegetation index including solar-induced chlorophyll fluorescence for seedling rapeseed net photosynthesis rate retrieval. 107031 - He Wang, Song Zhang, Shili Zhao, Jiamin Lu, Yang Wang
Fast detection of cannibalism behavior of juvenile fish based on deep learning. 107033 - Qixin Sun
Noise-tolerant RGB-D feature fusion network for outdoor fruit detection. 107034 - Xuewen Wang
LDS-YOLO: A lightweight small object detection method for dead trees from shelter forest. 107035 - Xunlan Li, Zhaoxin Wei, Fangfang Peng, Jianfei Liu, Guohui Han:
Estimating the distribution of chlorophyll content in CYVCV infected lemon leaf using hyperspectral imaging. 107036 - Yan Li
Developing and evaluating the feasibility of a new spatiotemporal fusion framework to improve remote sensing reflectance and dynamic LAI monitoring. 107037 - Wei Yang, Xinze Li, Minzan Li, Ziyuan Hao:
Droplet deposition characteristics detection method based on deep learning. 107038 - Lei Liu
Trailer hopper automatic detection method for silage harvesting based improved U-Net. 107046 - Man Chen, Chengqian Jin, Youliang Ni, Tengxiang Yang, Guangyue Zhang:
Online field performance evaluation system of a grain combine harvester. 107047 - Zagainov Nikolay
Design and testing of novel seed miss prevention system for single seed precision metering devices. 107048 - Zhouzhou Zheng
AFFU-Net: Attention feature fusion U-Net with hybrid loss for winter jujube crack detection. 107049 - Jinshan Yan, Hao Tian, Shuai Wang, Zhipeng Wang, Huirong Xu:
Paddy moisture on-line detection based on ensemble preprocessing and modeling for combine harvester. 107050 - Kang Xue, Kejie Gao, Fuming Kuang, Shun Zhang, Juan Liao, Dequan Zhu:
Machinery-plant-paddy soil coupling model based numerical simulation method of mechanical transplanting process of big rice seedling. 107053 - Mounes Astani, Mohammad Hasheminejad
A diverse ensemble classifier for tomato disease recognition. 107054 - Haibin Jin, Yue Li, Jianfang Qi, Jianying Feng
GrapeGAN: Unsupervised image enhancement for improved grape leaf disease recognition. 107055 - Rongqiang Zhao, Jun Fu, Zhi Chen, Lei Tian, Luquan Ren:
Low-rank-constraint-based machine vision algorithm for chaffer-sieve-clogging recognition of corn harvester. 107056 - Yan Wang, Gang Yan, Qinglu Meng, Ting Yao, Jianfeng Han, Bo Zhang:
DSE-YOLO: Detail semantics enhancement YOLO for multi-stage strawberry detection. 107057 - Xiaojing Chen, Bo Peng, Runyun Huang, Shuo Wang, Zhixiao Yang:
Force distribution of thumb-index finger power-grasp during stable fruit grasp control. 107058 - Ao Du, Hao Guo, Jie Lu, Yang Su, Qin Ma, Alexey N. Ruchay, Francesco Marinello
Automatic livestock body measurement based on keypoint detection with multiple depth cameras. 107059 - Zheng Ma, Souleymane N. Traore, Yongle Zhu, Yaoming Li, Lizhang Xu, En Lu, Yufei Li:
DEM simulations and experiments investigating of grain tank discharge of a rice combine harvester. 107060 - Limei Liu, Meng Liu, Kexin Meng, Linqiang Yang, Min Zhao, Shuli Mei:
Camouflaged locust segmentation based on PraNet. 107061 - Yanchao Zhang
Complete and accurate holly fruits counting using YOLOX object detection. 107062 - Bahadir Alturk
Multi-criteria land use suitability analysis for the spatial distribution of cattle farming under land use change modeling scenarios in Thrace Region, Turkey. 107063 - Yuanyuan Di
A robust but straightforward phenology-based ginger mapping algorithm by using unique phenology features, and time-series Sentinel-2 images. 107066 - Tatiane Carvalho Alvarenga, Renato Ribeiro de Lima, Sérgio Domingos Simão, Luiz Carlos Brandão Júnior, Júlio Sílvio de Sousa Bueno Filho, Renata Ribeiro Alvarenga, Paulo Borges Rodrigues, Daniel Furtado Leite
Ensemble of hybrid Bayesian networks for predicting the AMEn of broiler feedstuffs. 107067 - Huamin Zhu
A novel STL-based hybrid model for forecasting hog price in China. 107068 - Stefano Chiappini, Roberto Pierdicca, Francesco Malandra, Enrico Tonelli
Comparing Mobile Laser Scanner and manual measurements for dendrometric variables estimation in a black pine (Pinus nigra Arn.) plantation. 107069 - Geunho Lee, Koki Ogata, Kikuhito Kawasue, Shinsuke H. Sakamoto, Seiji Ieiri:
Identifying-and-counting based monitoring scheme for pigs by integrating BLE tags and WBLCX antennas. 107070 - Alexandre dos Santos
Remote detection and measurement of leaf-cutting ant nests using deep learning and an unmanned aerial vehicle. 107071 - Affan Affan
Mobile sensing for estimation of hydro-dynamic parameters for minimally gauged open channels. 107072 - Yuhao Bai, Yinlong Fang, Baohua Zhang, Shuxiang Fan:
Model robustness in estimation of blueberry SSC using NIRS. 107073 - Reem Abukmeil, Ahmad Al-Mallahi
New approach to estimate macro and micronutrients in potato plants based on foliar spectral reflectance. 107074 - Baoling Zou, Ashok K. Mishra:
How internet use affects the farmland rental market: An empirical study from rural China. 107075 - Alexsandr Grigorevich Gudkov
A portable microwave radiometer for proximal measurement of soil permittivity. 107076 - Prince Chapman Agyeman
Using spectral indices and terrain attribute datasets and their combination in the prediction of cadmium content in agricultural soil. 107077 - Wilmer Ariza Ramirez, Gayatri Mishra
Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B1. 107078 - Fengyun Wu
Rachis detection and three-dimensional localization of cut off point for vision-based banana robot. 107079 - Jaturong Som-ard
Mapping of crop types in 1989, 1999, 2009 and 2019 to assess major land cover trends of the Udon Thani Province, Thailand. 107083 - Qiong Cao, Guijun Yang, Dandan Duan, Longyue Chen, Fan Wang, Bo Xu, Chunjiang Zhao, Xiao-Fan Niu:
Combining multispectral and hyperspectral data to estimate nitrogen status of tea plants (Camellia sinensis (L.) O. Kuntze) under field conditions. 107084 - Tianhai Wang
Applications of machine vision in agricultural robot navigation: A review. 107085 - Dong-Yan Zhang, Han-Sen Luo, Daoyong Wang, Xin-Gen Zhou, Wei-Feng Li, Chun-Yan Gu, Gan Zhang, Fang-Ming He:
Assessment of the levels of damage caused by Fusarium head blight in wheat using an improved YoloV5 method. 107086 - Jianqing Zhao, Jiawei Yan, Tianjie Xue, Suwan Wang, Xiaolei Qiu, Xia Yao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaohu Zhang:
A deep learning method for oriented and small wheat spike detection (OSWSDet) in UAV images. 107087 - Umme Fawzia Rahim, Tomoyoshi Utsumi, Hiroshi Mineno:
Deep learning-based accurate grapevine inflorescence and flower quantification in unstructured vineyard images acquired using a mobile sensing platform. 107088 - Yang Liu
Remote-sensing estimation of potato above-ground biomass based on spectral and spatial features extracted from high-definition digital camera images. 107089 - Meilin Kang, Zeming Fan, Xiaojun Yu, Hao Wan
Division-merge based inverse kinematics for multi-DOFs humanoid robots in unstructured environments. 107090 - Dong Chen
Performance evaluation of deep transfer learning on multi-class identification of common weed species in cotton production systems. 107091 - Lingxin Bu
Design and evaluation of a robotic apple harvester using optimized picking patterns. 107092 - Asif Iqbal Khan, S. M. K. Quadri, Saba Banday, Junaid Latief Shah:
Deep diagnosis: A real-time apple leaf disease detection system based on deep learning. 107093 - Kenny Paul
Viable smart sensors and their application in data driven agriculture. 107096 - Winston Pinheiro Claro Gomes
Application of multispectral imaging combined with machine learning models to discriminate special and traditional green coffee. 107097 - Shili Zhao, Song Zhang, Jiamin Lu, He Wang, Yu Feng, Chen Shi, Daoliang Li, Ran Zhao:
A lightweight dead fish detection method based on deformable convolution and YOLOV4. 107098 - Urcel Kalenga Tshingomba, Bassira Djibo, Lucile Sautot, Maguelonne Teisseire, Magali Jouven:
A spatialised information system to support decisions regarding grazing management in mountainous and Mediterranean rangelands. 107100 - Yuanyi Niu, Huanhuan Lyu, Xinying Liu, Man Zhang, Han Li:
Effects of supplemental lighting duration and matrix moisture on net photosynthetic rate of tomato plants under solar greenhouse in winter. 107102 - Pan Gao
A decision-making model for light environment control of tomato seedlings aiming at the knee point of light-response curves. 107103 - Luhua Li, Chuanqi Lu, Wei Hong, Yeping Zhu, Yuntao Lu
Analysis of temperature characteristics for overwintering bee colonies based on long-term monitoring data. 107104 - Mehdi Gheisari
An efficient cluster head selection for wireless sensor network-based smart agriculture systems. 107105 - Siyao Liu, Xiaoyan Wang, Xiangan Chen, Xiuning Hou, Xiye Zhang, Tai Jiang, Xuemin Zhang:
Simulation and experiment of tomato pollen particles release and motion characteristics based on optical flow target tracking method. 107106 - Haihua Wang, Jiaonan Liu, Limei Liu, Min Zhao, Shuli Mei:
Coupling technology of OpenSURF and Shannon-Cosine wavelet interpolation for locust slice images inpainting. 107110 - Kai Li, Yujia Huo, Yinan Liu, Yinggang Shi
Design of a lightweight robotic arm for kiwifruit pollination. 107114 - Chunlin Chen, Jinzhu Lu, Mingchuan Zhou, Jiao Yi, Min Liao, Zongmei Gao:
A YOLOv3-based computer vision system for identification of tea buds and the picking point. 107116 - Masoud Karbasi
Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer. 107121 - Rodrigo G. Freitas, Francisco R. S. Pereira
Estimating pasture aboveground biomass under an integrated crop-livestock system based on spectral and texture measures derived from UAV images. 107122 - Qingchen Kong, Rongxiang Du, Qingling Duan, Yuquan Zhang, Yingyi Chen, Daoliang Li, Chen Xu, Wensheng Li, Chunhong Liu:
A recurrent network based on active learning for the assessment of fish feeding status. 106979 - Florian Mouret
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. 106983 - Chrysanthos Maraveas, Dimitrios D. Piromalis, Konstantinos G. Arvanitis, Thomas Bartzanas, Dimitrios Loukatos
Applications of IoT for optimized greenhouse environment and resources management. 106993 - Hua Yin
Computer vision and machine learning applied in the mushroom industry: A critical review. 107015 - Abderahman Rejeb, Alireza Abdollahi
Drones in agriculture: A review and bibliometric analysis. 107017 - John K. Schueller:
Agricultural cybernetics: Yanbo Huang and Qin Zhang, (2021), ISBN: 978-3-030-72102-2. 107028 - Harsh Pathak
A review of unmanned aerial vehicle-based methods for plant stand count evaluation in row crops. 107064 - Ahmed Kayad
How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation. 107080 - Alexander G. Olenskyj, Brent S. Sams
End-to-end deep learning for directly estimating grape yield from ground-based imagery. 107081 - Ying Chen, Guangyuan Li, Xiaoqiang Zhang, Jiepeng Jia, Kun Zhou
Identifying field and road modes of agricultural Machinery based on GNSS Recordings: A graph convolutional neural network approach. 107082 - Tanmay Kumar Behera
Vegetation Extraction from UAV-based Aerial Images through Deep Learning. 107094 - Ayoola Makinde, Muhammad Muhaiminul Islam, Katharine M. Wood, Emily Conlin, Melissa Williams
Investigating perceptions, adoption, and use of digital technologies in the Canadian beef industry. 107095 - Feng Guo, Fengyun He, Dan Tao, Guanglin Li:
Automatic exposure correction algorithm for online silkworm pupae (Bombyx mori) sex classification. 107108 - Mengqi Li, Meiling Liu, Xiangnan Liu, Tao Peng, Shuyu Wang:
Decomposition of long time-series fraction of absorbed photosynthetically active radiation signal for distinguishing heavy metal stress in rice. 107111 - Chenggong Yan, Cong Niu, Shuai Ma, Haochao Tan, Liming Xu:
CFD models as a tool to analyze the deformation behavior of grape leaves under an air-assisted sprayer. 107112 - Bin-Bin Guo, Ya-Lan Feng, Chao Ma, Jun Zhang, Xiao Song, Meng-Yuan Wang, De-Hui Sheng, Wei Feng, Nian-yuan Jiao:
Suitability of different multivariate analysis methods for monitoring leaf N accumulation in winter wheat using in situ hyperspectral data. 107115 - Tawseef Ayoub Shaikh, Tabasum Rasool, Faisal Rasheed Lone:
Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming. 107119 - S. Murugeswari, Kalpana Murugan, S. Rajathi, M. Santhana Kumar:
Monitoring body temperature of cattle using an innovative infrared photodiode thermometer. 107120 - Eric A. Ibrahim, Daisy Salifu
An expert system for insect pest population dynamics prediction. 107124 - Ali Jalali
Developing an Arduino-based control system for temperature-dependent gas modification in a fruit storage container. 107126
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