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ORCIDComputers and Electronics in Agriculture, Volume 209
Volume 209, June 2023
- A. Zahedi, Ali Mohammad Shafei, M. Shamsi:
Application of hybrid robotic systems in crop harvesting: Kinematic and dynamic analysis. 107724 - Zhengyang Wu
, Hongwen Li, Caiyun Lu, Jin He, Qingjie Wang, Di Liu, Dandan Cui, Rongrong Li, Quanyu Wang, Dong He:
Development and evaluations of an approach with full utilization of point cloud for measuring the angle of repose. 107799 - Zhigang Sun, Mengmeng Gao, Min Zhang, Meixuan Lv, Guotao Wang:
Research on recognition method of broiler overlapping sounds based on random forest and confidence interval. 107801 - Xue Xia, Xiujuan Chai, Zhuang Li, Ning Zhang, Tan Sun:
MTYOLOX: Multi-transformers-enabled YOLO for tree-level apple inflorescences detection and density mapping. 107803 - Laura N. Sotomayor, Matthew J. Cracknell, Robert Musk:
Supervised machine learning for predicting and interpreting dynamic drivers of plantation forest productivity in northern Tasmania, Australia. 107804 - Johann Desloires, Dino Ienco, Antoine Botrel:
Out-of-year corn yield prediction at field-scale using Sentinel-2 satellite imagery and machine learning methods. 107807 - Bin Yang, Zhulian Wang, Jinyuan Guo, Lili Guo, Qiaokang Liang, Qiu Zeng, Ruiyuan Zhao, Jianwu Wang, Caihong Li:
Identifying plant disease and severity from leaves: A deep multitask learning framework using triple-branch Swin Transformer and deep supervision. 107809 - Nan Li, Ehsan Zare, Muddassar Muzzamal, Michael Sefton, John Triantafilis:
Improved prediction of soil exchangeable sodium percentage (ESP) using wavelet. 107810 - Jiya Yu, Jiye Zhang, Aijing Shu, Yujie Chen, Jianneng Chen, Yongjie Yang, Wei Tang, Yanchao Zhang:
Study of convolutional neural network-based semantic segmentation methods on edge intelligence devices for field agricultural robot navigation line extraction. 107811 - Manoj Gadhwal, Ajay Sharda, Harman Singh Sangha, Deon van der Merwe:
Spatial corn canopy temperature extraction: How focal length and sUAS flying altitude influence thermal infrared sensing accuracy. 107812 - Jiang Zhong, Xuming Jiang, Ming Lin, Huiliang Dai, Fengle Zhu, Xin Qiao, Zhangfeng Zhao, Jiyu Peng:
Fast quantification of matcha adulterants with laser-induced breakdown spectroscopy spectrum and image. 107813 - Guanao Zhao, Ruizhe Yang, Xudong Jing, Haosen Zhang, Zhenchao Wu, Xiaoming Sun, Hanhui Jiang, Rui Li, Xiaofeng Wei, Spyros Fountas, Huijun Zhang, Longsheng Fu:
Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5s. 107814 - Mohsen Mousavi, Mohammad Sadegh Taskhiri, Amir H. Gandomi:
Standing tree health assessment using contact-ultrasonic testing and machine learning. 107816 - Huiyuan Cui, Chengde Wang, Xuemei Liu, Jin Yuan, Yichong Liu:
Dynamic simulation of fluid-structure interactions between leaves and airflow during air-assisted spraying: A case study of cotton. 107817 - Linhan Fang, Haoran Chen, Jin Xu:
Research on multi-sensor positioning and number identification method of greenhouse based on hall effect. 107818 - Jiangtao Li, Huiling Zhou, Zhongming Wang, Fuji Jian, Digvir S. Jayas, Miao Cui:
A method to estimate densities of Cryptolestes pusillus (Schonherr) adults captured in electronic probe traps in paddy based on deep neural networks. 107819 - Sara Kamali, Valerie C. A. Ward, Luis A. Ricardez-Sandoval:
Closed-loop operation of a simulated recirculating aquaculture system with an integrated application of nonlinear model predictive control and moving horizon estimation. 107820 - Meisam Rezaei, Seyed Rohollah Mousavi, Asghar Rahmani, Mojtaba Zeraatpisheh, Mehdi Rahmati, Mojtaba Pakparvar, Vahid Alah Jahandideh Mahjenabadi, Piet Seuntjens, Wim Cornelis:
Incorporating machine learning models and remote sensing to assess the spatial distribution of saturated hydraulic conductivity in a light-textured soil. 107821 - Zhangxi Ye, Kaile Yang, Yuwei Lin, Shijie Guo, Yiming Sun, Xunlong Chen, Riwen Lai, Houxi Zhang:
A comparison between Pixel-based deep learning and Object-based image analysis (OBIA) for individual detection of cabbage plants based on UAV Visible-light images. 107822 - Jingwei Sun, Jun Zhou, Yongqiang He, Hongbo Jia, Zian Liang:
RL-DeepLabv3+: A lightweight rice lodging semantic segmentation model for unmanned rice harvester. 107823 - Qinghua Liu, Weikang Liu, Yishan Liu, Tiantian Zhe, Bochuan Ding, Zhenwei Liang:
Rice grains and grain impurity segmentation method based on a deep learning algorithm-NAM-EfficientNetv2. 107824 - Ziwei Wu, Fang Xia, Suyin Zhou, Dayu Xu:
A method for identifying grape stems using keypoints. 107825 - Shuping Fang, Yu Ru, Chenming Hu, Fengbo Yang, Jiangkun Xue, Jie Zhou:
Planning the temporary takeoff/landing site's location for a pesticide spraying helicopter based on an intelligent fusion algorithm. 107826 - Fengyun Wu, Zhou Yang, Xingkang Mo, Zihao Wu, Wei Tang, Jieli Duan, Xiangjun Zou:
Detection and counting of banana bunches by integrating deep learning and classic image-processing algorithms. 107827
- George Archbold, Carlos Parra, Henry Carrillo, Abdul M. Mouazen:
Towards the implementation of ISFET sensors for in-situ and real-time chemical analyses in soils: A practical review. 107828
- Li Zhai, Alwaseela Abdalla, Dawei Sun, Yu-an Zhou, Weijun Zhou, Haiyan Cen:
Spatial heterogeneity analysis of silique chlorophyll a fluorescence-based photosynthetic traits for rapeseed yield and quality assessment. 107829 - Dewa Made Sri Arsa, Talha Ilyas, Seok-Hwan Park, Okjae Won, Hyongsuk Kim:
Eco-friendly weeding through precise detection of growing points via efficient multi-branch convolutional neural networks. 107830 - Jehan-Antoine Vayssade, Xavier Godard, Mathieu Bonneau:
Wizard: Unsupervised goats tracking algorithm. 107831 - Francine Zaiosc Simmi, Leandro José Dallagnol, Rodrigo Oliveira Almeida, Keilor da Rosa Dorneles, Gustavo Maia Souza:
Barley systemic bioelectrical changes detect pathogenic infection days before the first disease symptoms. 107832 - Alexandros Gkillas, Dimitrios I. Kosmopoulos, Kostas Berberidis:
Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture. 107833 - Tianhao Liu, Hanwen Kang, Chao Chen:
ORB-Livox: A real-time dynamic system for fruit detection and localization. 107834 - Guoming Li, Lilong Chai:
AnimalAccML: An open-source graphical user interface for automated behavior analytics of individual animals using triaxial accelerometers and machine learning. 107835 - Pooja Goyal, Sunil Kumar, Rakesh Sharda:
A review of the Artificial Intelligence (AI) based techniques for estimating reference evapotranspiration: Current trends and future perspectives. 107836 - Reyhan Simsek Bagci, Emrullah Acar, Ömer Türk:
Identification of cotton and corn plant areas by employing deep transformer encoder approach and different time series satellite images: A case study in Diyarbakir, Turkey. 107838 - Endai Huang, Zheng He, Axiu Mao, Maria Camila Ceballos, Thomas D. Parsons, Kai Liu:
A semi-supervised generative adversarial network for amodal instance segmentation of piglets in farrowing pens. 107839 - Hanhui Jiang, Xiaoming Sun, Wentai Fang, Longsheng Fu, Rui Li, Fernando Alfredo Auat Cheeín, Yaqoob Majeed:
Thin wire segmentation and reconstruction based on a novel image overlap-partitioning and stitching algorithm in apple fruiting wall architecture for robotic picking. 107840 - Izael M. Fattori, Fábio Ricardo Marin:
Assessing the influence of crop model structure on the performance of data assimilation for sugarcane. 107848 - Guoqi Chai, Yufeng Zheng, Lingting Lei, Zongqi Yao, Mengyu Chen, Xiaoli Zhang:
A novel solution for extracting individual tree crown parameters in high-density plantation considering inter-tree growth competition using terrestrial close-range scanning and photogrammetry technology. 107849 - Tingting Yang, Suyin Zhou, Zhijie Huang, Aijun Xu, Junhua Ye, Jian-xin Yin:
Urban street tree dataset for image classification and instance segmentation. 107852 - Fengshuang Liu, Jun Fu, Rongqiang Zhao:
Pixel-wise mechanical damage detection of waxy maize using spectral-spatial feature extraction and hyperspectral image. 107853 - Jordi Gené-Mola, Mar Ferrer-Ferrer, Eduard Gregorio-Lopez, Pieter M. Blok, Jochen Hemming, Josep Ramon Morros, Joan Ramón Rosell-Polo, Verónica Vilaplana, Javier Ruiz Hidalgo:
Looking behind occlusions: A study on amodal segmentation for robust on-tree apple fruit size estimation. 107854 - R. J. Hall, H.-L. Wei, Simon Pearson, Y. Ma, Shibo Fang, Edward Hanna:
Complex systems modelling of UK winter wheat yield. 107855 - Luochuan Xu, Bin Hu, Junwei Li, Ling Ren, Mengyu Guo, Zibin Mao, Yiquan Cai, Sheng Sun:
An efficient seeding state monitoring system of a pneumatic dibbler based on an interdigital capacitive sensor. 107856 - Zhiyang Zheng, Jingwen Li, Lifeng Qin:
YOLO-BYTE: An efficient multi-object tracking algorithm for automatic monitoring of dairy cows. 107857 - Jiayi Zhang, Zhaopeng Fu, Ke Zhang, Jiayu Li, Qiang Cao, Yongchao Tian, Yan Zhu, Weixing Cao, Xiaojun Liu:
Optimizing rice in-season nitrogen topdressing by coupling experimental and modeling data with machine learning algorithms. 107858 - ChunRui Gao, Xiaobin Yan, Xingxing Qiao, KunXi Wei, XiaoMei Zhang, Sha Yang, Chao Wang, Wude Yang, Meichen Feng, Lujie Xiao, Meijun Zhang, Zhou Zhang, Fahad Shafiq, Xiaoyan Song:
Multivariate prediction of soil aggregate-associated organic carbon by simulating satellite sensor bands. 107859 - Bruna Campos Amaral, Marcelo Bahuti, Tadayuki Yanagi Junior, Lucas Henrique Pedrozo Abreu, Renato Ribeiro de Lima, Alessandro Torres Campos, Édison José Fassani:
Proficiencies of different fuzzy inference systems in predicting the production performance of broiler chickens. 107860 - Guoxiang Zhang, Lu Zhang, Xinxing Li, Zhiwen Gong, Yuhong Dong:
An adaptive control method for the covers on the south roof of Chinese solar greenhouses: A case study of insulation blankets. 107861 - Md. Sultan Mahmud, Long He, Azlan Zahid, Paul H. Heinemann, Daeun Choi, Grzegorz Krawczyk, Heping Zhu:
Detection and infected area segmentation of apple fire blight using image processing and deep transfer learning for site-specific management. 107862 - Shansong Wang, Qingtian Zeng, Weijian Ni, Cheng Cheng, Yanxue Wang:
ODP-Transformer: Interpretation of pest classification results using image caption generation techniques. 107863 - Yang Yang, BaiLin Liu, Jiang Wang, YuGeng Chen, YiLin Ren:
An improved multi-objective brainstorming algorithm with the application of rapeseed germination characteristics optimization. 107865 - Yu Fan, Haorui Chen, Zhanyi Gao, Yumiao Fan, Xiaomin Chang, Mingming Yang, Benyan Fang:
Water distribution and scheduling model of an irrigation canal system. 107866 - Ngakan Nyoman Kutha Krisnawijaya, Bedir Tekinerdogan, Cagatay Catal, Rik van der Tol:
Multi-Criteria decision analysis approach for selecting feasible data analytics platforms for precision farming. 107869 - Hanyu Zhang, Weiran Li, Yanyu Qi, Haonan Liu, Zhenbo Li:
Dynamic fry counting based on multi-object tracking and one-stage detection. 107871 - Muhammad Abdul Munnaf, Abdul Mounem Mouazen:
An automated system of soil sensor-based site-specific seeding for silage maize: A proof of concept. 107872
- Alireza Sanaeifar, Mahamed Lamine Guindo, Adel Bakhshipour, Hassan Fazayeli, Xiaoli Li, Ce Yang:
Advancing precision agriculture: The potential of deep learning for cereal plant head detection. 107875
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