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ORCIDComputers and Electronics in Agriculture, Volume 191
Volume 191, December 2021
- Weilong Ding, Ying-li Zhao, Wei-tao Xin, Wenxiu He, Li-feng Xu:
Parameter extraction method of virtual plant growth model based on Improved Particle Swarm Optimization. 106470 - Qixin Sun
, Xiujuan Chai, Zhikang Zeng, Guomin Zhou, Tan Sun:
Multi-level feature fusion for fruit bearing branch keypoint detection. 106479 - Bin Xie, Weipeng Jiao, Changkai Wen, Songtao Hou, Fan Zhang, Kaidong Liu, Junlin Li:
Feature detection method for hind leg segmentation of sheep carcass based on multi-scale dual attention U-Net. 106482 - Andreas Kamilaris, Francesc X. Prenafeta-Boldú:
Examining the perspectives of using manure from livestock farms as fertilizer to crop fields based on a realistic simulation. 106486 - Weikuan Jia, Zhonghua Zhang, Wenjing Shao, Sujuan Hou, Ze Ji, Guoliang Liu, Xiang Yin:
FoveaMask: A fast and accurate deep learning model for green fruit instance segmentation. 106488 - Tymoteusz Cejrowski, Julian Szymanski:
Buzz-based honeybee colony fingerprint. 106489 - Changho Yun, Hak-Jin Kim, Chan-Woo Jeon, Minseok Gang, Won Suk Lee, Jong Gyu Han:
Stereovision-based ridge-furrow detection and tracking for auto-guided cultivator. 106490
- Daoliang Li, Zhaoyang Song, Chaoqun Quan, Xianbao Xu, Chang Liu:
Recent advances in image fusion technology in agriculture. 106491
- Fengyun Wang, Yimin Zhao, Jiye Zheng, Kangkang Qi, Yangyang Fan, Xulin Yuan, Huaijun Ruan:
Estimation model of soluble solids content in bagged and non-bagged apple fruits based on spectral data. 106492 - Abel Barreto, Philipp Lottes, Facundo Ramón Ispizua Yamati, Stephen Baumgarten, Nina Anastasia Wolf, Cyrill Stachniss, Anne-Katrin Mahlein, Stefan Paulus:
Automatic UAV-based counting of seedlings in sugar-beet field and extension to maize and strawberry. 106493 - Kai Moriguchi:
Developing reliable and fast simulated annealing for stand-level forest harvesting schedule with virtual dimensionality reduction. 106494 - Weizheng Shen, Yalin Sun, Yu Zhang, Xiao Fu, Handan Hou, Shengli Kou, Yonggen Zhang:
Automatic recognition method of cow ruminating behaviour based on edge computing. 106495 - Christian Manteuffel, Neele Dirksen, T. Hartwig:
From extra to actor: Facilitating automated conditioning in animal-robot interaction. 106496 - Yi Lin, Jingchun Zhou, Wenqi Ren, Weishi Zhang:
Autonomous underwater robot for underwater image enhancement via multi-scale deformable convolution network with attention mechanism. 106497
- Niklas Möhring, Per Kudsk, Lise Nistrup Jørgensen, Jens Erik Ørum, Robert Finger:
An R package to calculate potential environmental and human health risks from pesticide applications using the 'Pesticide Load' indicator applied in Denmark. 106498
- Pendar Alirezazadeh, Fatemeh Rahimi-Ajdadi, Yousef Abbaspour-Gilandeh, Niels Landwehr, Hamed Tavakoli:
Improved digital image-based assessment of soil aggregate size by applying convolutional neural networks. 106499 - Claudia Arcidiacono, Massimo Mancino, S. M. C. Porto, Victor Bloch, Matti Pastell:
IoT device-based data acquisition system with on-board computation of variables for cow behaviour recognition. 106500 - Ali Mokhtar, Ahmed Elbeltagi, Saman Maroufpoor, Nasrin Azad, Hongming He, Karam Alsafadi, Yeboah Gyasi-Agyei, Wenming He:
Estimation of the rice water footprint based on machine learning algorithms. 106501 - Minghui Li, Peicong Zhou, Xiaoqiang Wang, Yangping Wen, Lulu Xu, Jiaqi Hu, Zhong Huang, Mingfang Li:
Development of a simple disposable laser-induced porous graphene flexible electrode for portable wireless intelligent votammetric nanosensing of salicylic acid in agro-products. 106502 - Xu Li, Jiandong Pan, Fangping Xie, Jinping Zeng, Qiao Li, Xiaojun Huang, Dawei Liu, Xiushan Wang:
Fast and accurate green pepper detection in complex backgrounds via an improved Yolov4-tiny model. 106503 - Xue Xia, Xiujuan Chai, Ning Zhang, Tan Sun:
Visual classification of apple bud-types via attention-guided data enrichment network. 106504 - Jianneng Chen, Xianbing Bian, Liqun Chen, Tianlong Chen, Zhiwei Chen, Chennan Yu:
Design and testing of a production line mechanism for continuous cutting and coring of broccoli. 106505 - Xiangshu Xi, Kai Xia, Yinhui Yang, Xiaochen Du, Hailin Feng:
Evaluation of dimensionality reduction methods for individual tree crown delineation using instance segmentation network and UAV multispectral imagery in urban forest. 106506 - André Broekman, Wynand JvdM Steyn:
smAvo: Packhouse optimization using smart avocadoes in South Africa. 106507 - Ya Xiong, Yuanyue Ge, Pål Johan From:
An improved obstacle separation method using deep learning for object detection and tracking in a hybrid visual control loop for fruit picking in clusters. 106508 - Mardhati Mohammad, Peter C. Thomson, Luciano A. González, Cameron E. F. Clark, R. K. Jhajj, Sergio C. Garcia:
Temporal variability in automatically-collected liveweight data affects estimation of dry matter intake of dairy cows. 106509 - Ronja Güldenring, Lazaros Nalpantidis:
Self-supervised contrastive learning on agricultural images. 106510 - Md. Ashraful Islam, Sabrina Lomax, Amanda K. Doughty, Mohammed R. Islam, Peter C. Thomson, Cameron E. F. Clark:
Revealing the diversity in cattle behavioural response to high environmental heat using accelerometer-based ear tag sensors. 106511 - Shogo Higaki, Hironao Okada, Chie Suzuki, Reina Sakurai, Tomoko Suda, Koji Yoshioka:
Estrus detection in tie-stall housed cows through supervised machine learning using a multimodal tail-attached device. 106513 - Yonghua Qu, Zixin Wang, Jiali Shang, Jiangui Liu, Jie Zou:
Estimation of leaf area index using inclined smartphone camera. 106514 - Ziyi Zang, Zaoxia Li, Xingxing Lu, Jie Liang, Jie Wang, Hong-Liang Cui, Shihan Yan:
Terahertz spectroscopy for quantification of free water and bound water in leaf. 106515 - Christian A. Bateki, Thomas Daum, Ana Salvatierra-Rojas, Joachim Müller, Regina Birner, Uta Dickhöfer:
Of milk and mobiles: Assessing the potential of cellphone applications to reduce cattle milk yield gaps in Africa using a case study. 106516 - Shifeng Dong, Rujing Wang, Kang Liu, Lin Jiao, Rui Li, Jianming Du, Yue Teng, Fenmei Wang:
CRA-Net: A channel recalibration feature pyramid network for detecting small pests. 106518 - Alessio Scalisi, Lexie McClymont, James Underwood, Peter Morton, Steve Scheding, Ian Goodwin:
Reliability of a commercial platform for estimating flower cluster and fruit number, yield, tree geometry and light interception in apple trees under different rootstocks and row orientations. 106519 - Shuo Wei, Weijun Xie, Zhaohui ZHeng, Deyong Yang:
Numerical and experimental studies on drying behavior of radio frequency assisted convective drying for thin-layer corn kernels. 106520 - Xinzhi Liu, Jun Yu, Toru Kurihara, Ke Li, Zhao Niu, Shu Zhan:
Learning an optical filter for green pepper automatic picking in agriculture. 106521 - Sureerat Makmuang, Supeera Nootchanat, Sanong Ekgasit, Kanet Wongravee:
Non-destructive method for discrimination of weedy rice using near infrared spectroscopy and modified self-organizing maps (SOMs). 106522 - Penghui Gui, Wenjie Dang, Feiyu Zhu, Qijun Zhao:
Towards automatic field plant disease recognition. 106523 - Shichao Li, Man Zhang, Yuhan Ji, Zhenqian Zhang, Ruyue Cao, Bin Chen, Han Li, Yanxin Yin:
Agricultural machinery GNSS/IMU-integrated navigation based on fuzzy adaptive finite impulse response Kalman filtering algorithm. 106524 - Selen Deviren Saygin, Fikret Ari, Çagla Temiz, Sefika Arslan, Mehmet Altay Ünal, Günay Erpul:
Analysis of soil cohesion by fluidized bed methodology using integrable differential pressure sensors for a wide range of soil textures. 106525 - Hamzeh Mirhaji, Mohsen Soleymani, Abbas Asakereh, Saman Abdanan Mehdizadeh:
Fruit detection and load estimation of an orange orchard using the YOLO models through simple approaches in different imaging and illumination conditions. 106533 - Sher Ali Shaikh, Yaoming Li, Zheng Ma, Farman Ali Chandio, Mazhar Hussain Tunio, Zhenwei Liang, Kashif Ali Solangi:
Discrete element method (DEM) simulation of single grouser shoe-soil interaction at varied moisture contents. 106538 - Vung Pham, David C. Weindorf, Tommy Dang:
Soil profile analysis using interactive visualizations, machine learning, and deep learning. 106539 - Yu-Kai Lin, Shih-Fang Chen, Yan-Fu Kuo, Ten-Lin Liu, Shih-Yu Lee:
Developing a guiding and growth status monitoring system for riding-type tea plucking machine using fully convolutional networks. 106540 - Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, Özgür Kisi, Alban Kuriqi, Salim Heddam:
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms. 106541 - Danilo Tedesco, Bruno Rafael de Almeida Moreira, Marcelo Rodrigues Barbosa Júnior, João Paulo Papa, Rouverson Pereira da Silva:
Predicting on multi-target regression for the yield of sweet potato by the market class of its roots upon vegetation indices. 106544 - Goran M. Stojanovic, Ankita Sinha, Adnan E. Ali, Varun Jeoti, Marija B. Radoicic, Darka D. Markovic, Maja M. Radetic:
Impedance analysis of milk quality using functionalized polyamide textile-based sensor. 106545
- Zhi Hong Kok, Abdul Rashid Mohamed Shariff, Meftah Salem M. Alfatni, Siti Khairunniza-Bejo:
Support Vector Machine in Precision Agriculture: A review. 106546
- Chan-Woo Jeon, Hak-Jin Kim, Changho Yun, Minseok Gang, Xiongzhe Han:
An entry-exit path planner for an autonomous tractor in a paddy field. 106548 - Zhe Xing, Changwen Du, Yazhen Shen, Fei Ma, Jianmin Zhou:
A method combining FTIR-ATR and Raman spectroscopy to determine soil organic matter: Improvement of prediction accuracy using competitive adaptive reweighted sampling (CARS). 106549 - James Y. Kim:
Software design for image mapping and analytics for high throughput phenotyping. 106550 - Ruicheng Qiu, Yanlong Miao, Man Zhang, Han Li:
Detection of the 3D temperature characteristics of maize under water stress using thermal and RGB-D cameras. 106551 - Wei Chen, Yameng Xu, Zhe Zhang, Lan Yang, Xubin Pan, Zhe Jia:
Mapping agricultural plastic greenhouses using Google Earth images and deep learning. 106552 - Bernat Lavaquiol, Ricardo Sanz-Cortiella, Jordi Llorens, Jaume Arnó, Alexandre Escolà:
A photogrammetry-based methodology to obtain accurate digital ground-truth of leafless fruit trees. 106553 - Marja Haagsma, Gerald F. M. Page, Jeremy S. Johnson, Christopher Still, Kristen M. Waring, Richard A. Sniezko, John S. Selker:
Model selection and timing of acquisition date impacts classification accuracy: A case study using hyperspectral imaging to detect white pine blister rust over time. 106555 - Victor Partel, Lucas Costa, Yiannis Ampatzidis:
Smart tree crop sprayer utilizing sensor fusion and artificial intelligence. 106556 - Manyao Li, Jin Zhao, Xiaoguang Yang:
Building a new machine learning-based model to estimate county-level climatic yield variation for maize in Northeast China. 106557
- Haixia Li, Yu Guo, Huajian Zhao, Yang Wang, David Chow:
Towards automated greenhouse: A state of the art review on greenhouse monitoring methods and technologies based on internet of things. 106558
- Md. Sultan Mahmud, Azlan Zahid, Long He, Daeun Choi, Grzegorz Krawczyk, Heping Zhu:
LiDAR-sensed tree canopy correction in uneven terrain conditions using a sensor fusion approach for precision sprayers. 106565 - Arno Liseune, Dirk Van den Poel, Peter R. Hut, Frank J. C. M. van Eerdenburg, Miel Hostens:
Leveraging sequential information from multivariate behavioral sensor data to predict the moment of calving in dairy cattle using deep learning. 106566 - Xiong Zhe Han, Hak-Jin Kim, Chan-Woo Jeon, Hee Chang Moon, Jung Hun Kim, Il-Hwan Seo:
Design and field testing of a polygonal paddy infield path planner for unmanned tillage operations. 106567 - Redvan Ghasemlounia, Amin Gharehbaghi, Farshad Ahmadi, Hamid Saadatnejadgharahassanlou:
Developing a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network. 106568
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