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Computers and Electronics in Agriculture, Volume 212
Volume 212, September 2023
- Wei He, Yang Mi
, Xiangdong Ding, Gang Liu, Tao Li:
Two-stream cross-attention vision Transformer based on RGB-D images for pig weight estimation. 107986 - Anting Guo, Huichun Ye, Wenjiang Huang, Binxiang Qian, Jingjing Wang, Yubin Lan, Shizhou Wang:
Inversion of maize leaf area index from UAV hyperspectral and multispectral imagery. 108020 - Amalia Utamima
Navigating route planning for multiple vehicles in multifield agriculture with a fast hybrid algorithm. 108021
- Fernando Aguirre Arribas, Miguel Romero Hortelano:
An Internet of Living Things based device for a better understanding of the state of the honey bee population in the hive during the winter months. 108026
- Polina Kurtser
RGB-D datasets for robotic perception in site-specific agricultural operations - A survey. 108035
- Andrea Parmiggiani
Don't get lost in the crowd: Graph convolutional network for online animal tracking in dense groups. 108038 - Hao Ye, Yang Wang, Yunji Zhang, Xiaonan Hu
Digital transformation of agriculture: A new integrated modeling framework for arable farm enterprises. 108041 - Shujie Han, Alvaro Fuentes
Deep learning-based multi-cattle tracking in crowded livestock farming using video. 108044 - Jinrong Cui, Hong Zheng, Zhiwei Zeng, Yuling Yang, Ruijun Ma, Yuyuan Tian, Jianwei Tan, Xiao Feng, Long Qi:
Real-time missing seedling counting in paddy fields based on lightweight network and tracking-by-detection algorithm. 108045 - Ivan S. Blekanov
Monitoring of grain crops nitrogen status from uav multispectral images coupled with deep learning approaches. 108047 - Zhihua Diao, Peiliang Guo, Baohua Zhang, Dongyan Zhang, Jiaonan Yan, Zhendong He, Suna Zhao, Chunjiang Zhao, Jingcheng Zhang:
Navigation line extraction algorithm for corn spraying robot based on improved YOLOv8s network. 108049 - Worasit Sangjan
Evaluation of forage quality in a pea breeding program using a hyperspectral sensing system. 108052 - Jonathan Cox
Visual teach and generalise (VTAG) - Exploiting perceptual aliasing for scalable autonomous robotic navigation in horticultural environments. 108054 - Xiaoqiang Du
Tomato 3D pose detection algorithm based on keypoint detection and point cloud processing. 108056 - Ziwei Li, Zhiming Qi
A modularized parallel distributed High-Performance computing framework for simulating seasonal frost dynamics in Canadian croplands. 108057 - Yuhan Huang, Yanan Li
In-field cotton counting and localization jointly based on density-guided optimal transport. 108058 - S. Ahmad Hosseini
A scenario-based metaheuristic and optimization framework for cost-effective machine-trail network design in forestry. 108059 - Tesfaye Sida, Samuel Gameda, Jordan Chamberlin, Jens A. Andersson, Mezegebu Getnet, Lennart Woltering, Peter Craufurd:
Failure to scale in digital agronomy: An analysis of site-specific nutrient management decision-support tools in developing countries. 108060 - Jiale Zhao
A high-precision strain seeding spacing monitoring system based on a combined bionic strain sensor and strain peak recognition algorithm. 108061 - Francisco Rojo
A novel simulation model to predict photosynthetic active radiation interception in micro-irrigated citrus production orchards based on tree spacing, canopy geometry, and row orientation. 108062 - Momtanu Chakraborty
Early almond yield forecasting by bloom mapping using aerial imagery and deep learning. 108063 - Fitsum T. Teshome, Haimanote K. Bayabil, Gerrit Hoogenboom, Bruce Schaffer, Aditya Singh, Yiannis Ampatzidis:
Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotyping. 108064 - Changhong Xu, Maofang Gao, Jingwen Yan, Yunxiang Jin, Guijun Yang, Wenbin Wu:
MP-Net: An efficient and precise multi-layer pyramid crop classification network for remote sensing images. 108065 - Ahmad Tay, Frédéric Lafont, Jean-François Balmat, Allel Hadjali:
An intelligent fuzzy system to manage western flower thrips population under biological treatment in roses yield. 108066 - Yu Wang, Songchao Chen, Yongsheng Hong, Bifeng Hu, Jie Peng, Zhou Shi:
A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China. 108067 - Guangman Song, Quan Wang
Estimation of leaf photosynthetic capacity parameters using spectral indices developed from fractional-order derivatives. 108068 - Xufei Liu, Lin Zhang, Chunhua Zhang, Yuli Sun, Xue Yang:
Optimization algorithm for determining working water head of subsurface irrigation with ceramic emitters based on soil wetting patterns. 108069 - Yan Zhang, Mingzhe Li, Baoping Zhou
Automatic cotton spider mites' damage grading algorithm for depth residual network based on transfer learning. 108070 - Yinkai Fu, Yue Zhao
Semi-supervised segmentation of multi-scale soil pores based on a novel receptive field structure. 108071
- Ying Chen, Yiqi Huang, Zizhao Zhang, Zhen Wang, Bo Liu, Conghui Liu, Cong Huang, Shuangyu Dong, Xuejiao Pu, Fanghao Wan, Xi Qiao
Plant image recognition with deep learning: A review. 108072
- Yangyang Cao
Case instance segmentation of small farmland based on Mask R-CNN of feature pyramid network with double attention mechanism in high resolution satellite images. 108073 - Kirsty L. Hassall
Construction of a generalised farm typology to aid selection, targeting and scaling of onfarm research. 108074 - Jiale Zhao
Bionic threshing component optimized based on MBD-DEM coupling simulation significantly improves corn kernel harvesting rate. 108075 - Ivana Varga, Dorijan Radocaj, Mladen Jurisic, Antonela Markulj Kulundzic
Prediction of sugar beet yield and quality parameters with varying nitrogen fertilization using ensemble decision trees and artificial neural networks. 108076 - Zhijiang He, Qian Li, Mengyuan Chu, Gang Liu:
Dynamic weighing algorithm for dairy cows based on time domain features and error compensation. 108077
- Daniel Cozzolino:
Advantages and limitations of using near infrared spectroscopy in plant phenomics applications. 108078
- Mohamed Torky
Recognizing sounds of Red Palm Weevils (RPW) based on the VGGish model: Transfer learning methodology. 108079 - Sahila Beegum
Development of a cotton fiber quality simulation module and its incorporation into cotton crop growth and development model: GOSSYM. 108080 - Eirik Svendsen
ECG augmented pulse oximetry in Atlantic salmon (Salmo salar) - A pilot study. 108081 - Jinchao Xu, Boyu Mu, Luwei Zhang, Rong Chai, Yanfu He, Xiaoshuan Zhang:
Fabrication and optimization of passive flexible ammonia sensor for aquatic supply chain monitoring based on adaptive parameter adjustment artificial neural network (APA-ANN). 108082 - Jorge Torres-Sánchez
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 2: Comparison for different crops and training systems. 108083 - Tarig Bukhary
Electrical resistivity tomography (ERT) measurements during water flow in a date palm stem segment. 108084 - Zhihua Diao, Peiliang Guo, Baohua Zhang
Spatial-spectral attention-enhanced Res-3D-OctConv for corn and weed identification utilizing hyperspectral imaging and deep learning. 108092 - Carlos Hernandez
On-farm soybean seed protein and oil prediction using satellite data. 108096 - Wenyao Song
Hierarchical extraction of cropland boundaries using Sentinel-2 time-series data in fragmented agricultural landscapes. 108097 - Nikolaos L. Tsakiridis
In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders. 108098 - Dong Liu
Where's your head at? Detecting the orientation and position of pigs with rotated bounding boxes. 108099 - Meiyan Shu, Jinyu Zhu, Xiaohong Yang, Xiaohe Gu, Baoguo Li, Yuntao Ma:
A spectral decomposition method for estimating the leaf nitrogen status of maize by UAV-based hyperspectral imaging. 108100 - Chen Xu, Zhiyong Wang, Rongxiang Du, Yachao Li, Daoliang Li, Yingyi Chen, Wensheng Li, Chunhong Liu
A method for detecting uneaten feed based on improved YOLOv5. 108101 - Xinguo Chen
Tracking the spatio-temporal change of the main food crop planting structure in the Yellow River Basin over 2001-2020. 108102 - Yaxin Wang, Haiyun Wu, Xiuping Hua, Dongyue Ren, Yang Li, Zhimin Mu, Wei Xu, Yong Wei, Tao Zhang, Yongcheng Jiang:
Biological characters identification for hard clam larva based on the improved YOLOX-s. 108103 - Weikang Liu, Runmei Luo, Junyutai Hu, Juncong Chen, Wenhao Luo, Xiuyun Xue, Shuran Song, Daozong Sun
Construction and testing of a model for predicting droplet deposition based on Gaussian process regression. 108104 - Chengkang Zhang
Phenology-assisted supervised paddy rice mapping with the Landsat imagery on Google Earth Engine: Experiments in Heilongjiang Province of China from 1990 to 2020. 108105 - Ke Xu, Lei Shu, Qi Xie, Minghan Song, Yan Zhu, Weixing Cao, Jun Ni
Precision weed detection in wheat fields for agriculture 4.0: A survey of enabling technologies, methods, and research challenges. 108106 - Hui Liu, Lin Wang, Yinyan Shi, Xiaochan Wang, Feilong Chang, Yao Wu
A deep learning-based method for detecting granular fertilizer deposition distribution patterns in centrifugal variable-rate spreader fertilization. 108107 - Ning Qi, Hao Yang, Guowen Shao, Riqiang Chen, Baoguo Wu, Bo Xu, Haikuan Feng
Mapping tea plantations using multitemporal spectral features by harmonised Sentinel-2 and Landsat images in Yingde, China. 108108 - Alexandre Escolà
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 1: Methodology and comparison in vineyards. 108109
- Qin Zhang
Opinion: AI in agriculture, researchable issues. 108110
- Michael J. Wellington
A framework for modelling spatio-temporal trends in crop production using generalised additive models. 108111 - Shengwei Zhang, Ruiyu Zhang, Qingqiu Cao, Yan Zhang, Jun Fu, Xiangyu Wen, Hongfang Yuan:
A calibration method for contact parameters of agricultural particle mixtures inspired by the Brazil nut effect (BNE): The case of tiger nut tuber-stem-soil mixture. 108112 - Ira Lloyd Parsons
Automated walk-over-weigh system to track daily body mass and growth in grazing steers. 108113 - Federico Magistri
From one field to another - Unsupervised domain adaptation for semantic segmentation in agricultural robotics. 108114 - Yuqi Lu, Shuang Du, Ze Ji
ODL Net: Object detection and location network for small pears around the thinning period. 108115 - Yonghyun Park
Human-centered approach for an efficient cucumber harvesting robot system: Harvest ordering, visual servoing, and end-effector. 108116 - Mohammad Kazem Vakilzadeh Ebrahimi, Hansaem Lee, Jongho Won, Seonghwan Kim, Simon S. Park:
Estimation of soil texture by fusion of near-infrared spectroscopy and image data based on convolutional neural network. 108117 - Tülay Tunçay, Pelin Alaboz, Orhan Dengiz
Application of regression kriging and machine learning methods to estimate soil moisture constants in a semi-arid terrestrial area. 108118 - Zehua Wang
GANPose: Pose estimation of grouped pigs using a generative adversarial network. 108119 - Zhuangzhuang Sun
StomataTracker: Revealing circadian rhythms of wheat stomata with in-situ video and deep learning. 108120 - Gaoqiang Li, Lin Jiao, Peng Chen, Kang Liu, Rujing Wang, Shifeng Dong, Chenrui Kang:
Spatial convolutional self-attention-based transformer module for strawberry disease identification under complex background. 108121 - Jiye Zheng, Kaiyu Li, Wenbin Wu, Huaijun Ruan:
RepDI: A light-weight CPU network for apple leaf disease identification. 108122 - Xianbao Xu, Zhuangzhuang Du, Zhuangzhuang Bai, Shuaixing Wang, Cong Wang, Daoliang Li
Fault diagnosis method of dissolved oxygen sensor electrolyte loss based on impedance measurement. 108123 - Binxiang Qian, Wenjiang Huang, Donghui Xie, Huichun Ye, Anting Guo, Yuhao Pan, Yin Jin, Qiaoyun Xie
Coupled maize model: A 4D maize growth model based on growing degree days. 108124 - Xinhui Zhou, Jianping Wang, Yiran Liu, Qingling Duan:
Deep learning with PID residual elimination network for time-series prediction of water quality in aquaculture industry. 108125 - Gabriele Penzotti
A planning strategy for sprinkler-based variable rate irrigation. 108126 - Zhiming Guo
Detection model transfer of apple soluble solids content based on NIR spectroscopy and deep learning. 108127 - Jing Huang, Yao Luo, Quan Quan, Ban Wang
An autonomous task assignment and decision-making method for coverage path planning of multiple pesticide spraying UAVs. 108128 - Guowei Dai
ITF-WPI: Image and text based cross-modal feature fusion model for wolfberry pest recognition. 108129 - Yaxuan Xu, Guoning Wang, Limin Shao
GlandSegNet: Semantic segmentation model and area detection method for cotton leaf pigment glands. 108130 - Mengyuan Chu, Qian Li, Yanchao Wang, Xueting Zeng, Yongsheng Si, Gang Liu:
Fusion of udder temperature and size features for the automatic detection of dairy cow mastitis using deep learning. 108131 - Yukai Zhang, Guoxiong Zhou
A precise apple leaf diseases detection using BCTNet under unconstrained environments. 108132 - Yuqi Lu, Meili Sun, Yujie Guan, Jian Lian, Ze Ji, Xiang Yin, Weikuan Jia:
SOD head: A network for locating small fruits from top to bottom in layers of feature maps. 108133 - Xiyao Li, Jingwen Chen, Yong He, Guofeng Yang
High-through counting of Chinese cabbage trichomes based on deep learning and trinocular stereo microscope. 108134 - Binrui Liu
Hybrid residual deep learning models with physical knowledge for improving plant transpiration estimation. 108135 - Zhicheng Jia
A novel approach using multispectral imaging for rapid development of seed pellet formulations to mitigate drought stress in alfalfa. 108136 - Qing-li Han, Bai-xue Long, Xue-jun Yan, Wu Wang, Feng-ru Liu, Xue Chen, Fei Ma
Exploration of using acoustic vibration technology to non-destructively detect moldy kernels of in-shell hickory nuts (Carya cathayensis Sarg.). 108137 - Liangliang Zou, Dawei Yan, Ziru Niu, Jin Yuan, Hao Cheng, Hao Zheng:
Parametric analysis and numerical optimisation of spinach root vibration shovel cutting using discrete element method. 108138 - Liwen Xing, Ningbo Cui, Li Guo
Predicting daily solar radiation using a novel hybrid long short-term memory network across four climate regions of China. 108139 - Xin Zhao, Lei Zhang, Ge Zhu, Chenguang Cheng, Jun He, Seydou Traore, Vijay P. Singh:
Exploring interpretable and non-interpretable machine learning models for estimating winter wheat evapotranspiration using particle swarm optimization with limited climatic data. 108140 - Teng Sun
Object localization methodology in occluded agricultural environments through deep learning and active sensing. 108141 - Astrid Tempelaere
Non-destructive internal disorder segmentation in pear fruit by X-ray radiography and AI. 108142 - Zishuo Gu
A two-stage recognition method based on deep learning for sheep behavior. 108143 - Yingpu Che, Qing Wang, Ziwen Xie, Shilin Li, Jinyu Zhu, Baoguo Li, Yuntao Ma:
High-quality images and data augmentation based on inverse projection transformation significantly improve the estimation accuracy of biomass and leaf area index. 108144 - Namit Gupta
Study on the wireless sensor networks routing for Low-Power FPGA hardware in field applications. 108145
- Abhishek Thakur, Sangeeth Venu, Muralimohan Gurusamy
An extensive review on agricultural robots with a focus on their perception systems. 108146
- Yiguang Fan, Haikuan Feng
Using an optimized texture index to monitor the nitrogen content of potato plants over multiple growth stages. 108147 - Pingan Wang, Xiongzhe Han:
Development, analysis, and verification of an intelligent auxiliary beekeeping device mounted on a crawler transporter. 108148 - Yali Li, Zhiyuan Zhang
Automatic reconstruction and modeling of dormant jujube trees using three-view image constraints for intelligent pruning applications. 108149 - Bo Xu, Xiangyuan Wan, Hao Yang, Haikuan Feng
TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM. 108150 - Jialong Zhou, Daxiong Ji, Jian Zhao, Songming Zhu, Zequn Peng, Guoxing Lu, Zhangying Ye:
Leveraging the feature distribution calibration and data augmentation for few-shot classification in fish counting. 108151 - Zhixin Hua, Zheng Wang
An effective PoseC3D model for typical action recognition of dairy cows based on skeleton features. 108152 - Xinzhou Li, Junfeng Gao
Towards robust registration of heterogeneous multispectral UAV imagery: A two-stage approach for cotton leaf lesion grading. 108153 - Wadii Boulila
Early detection of red palm weevil infestations using deep learning classification of acoustic signals. 108154 - Chao Meng, Wei Yang, Yu Bai, Hao Li, Hao Zhang, Minzan Li:
Research of soil surface image occlusion removal and inpainting based on GAN used for estimation of farmland soil moisture content. 108155 - Xuhua Dong
Three-dimensional quantification of apple phenotypic traits based on deep learning instance segmentation. 108156 - Jun Qiang, Wuji Liu, Xixi Li, Ping Guan, Yunlong Du, Ben Liu, Guanglei Xiao:
Detection of citrus pests in double backbone network based on single shot multibox detector. 108158 - Stefan Fenz
AI- and data-driven crop rotation planning. 108160
- Ashish Kumar
Challenges and opportunities for agri-fresh food supply chain management in India. 108161
- Xiao He, Xiangdong Lei, Di Liu, Yuancai Lei:
Developing machine learning models with multiple environmental data to predict stand biomass in natural coniferous-broad leaved mixed forests in Jilin Province of China. 108162 - Changkai Wen
Accelerated verification method for the reliability of the motor drive mechanism of the corn precision seed-metering device. 108163 - Haiying Jiang, Xiangqin Wei, Zhulin Chen, Mengxun Zhu, Yunjun Yao, Xiaotong Zhang, Kun Jia:
Influence of different soil reflectance schemes on the retrieval of vegetation LAI and FVC from PROSAIL in agriculture region. 108165 - Xueying Wang, Tong Pan, Jinqiu Qu, Yongzhe Sun, Linxiao Miao, Ziming Zhao, Yang Li, Zhanguo Zhang, Hongjie Zhao, Zhenbang Hu, Dawei Xin, Qingshan Chen, Rongsheng Zhu:
Diagnosis of soybean bacterial blight progress stage based on deep learning in the context of data-deficient. 108170
- Maosong Yin, Ruiqin Ma, Hailing Luo, Jun Li, Qinan Zhao, Mengjie Zhang:
Non-contact sensing technology enables precision livestock farming in smart farms. 108171 - Junfeng Dai, Lihui Fu:
Water grade judgment of aquaculture based on IBES and evidence fusion. 108173 - Chenchen Kang
Estimating soil and grapevine water status using ground based hyperspectral imaging under diffused lighting conditions: Addressing the effect of lighting variability in vineyards. 108175
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