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Computers and Electronics in Agriculture, Volume 221
Volume 221, 2024
- Hanming Wang, Xinyao Pan, Yanyan Zhu, Songquan Li, Rongbo Zhu
:
Maize leaf disease recognition based on TC-MRSN model in sustainable agriculture. 108915 - Donger Yang
Development and trends of chicken farming robots in chicken farming tasks: A review. 108916 - Xing Jin, Shuang Chen, Lijun Zhao, Ruoshi Li, Qing Li, Song Gu, Guowei Liu, Jiangtao Ji:
Low-damage fetching method for pepper seedlings based on Res-Unet. 108919 - Ariyan Zarei
PlantSegNet: 3D point cloud instance segmentation of nearby plant organs with identical semantics. 108922 - Xiya Zhang, Xiangyu Lu, Zeqing Zhang, Guofeng Yang
Simultaneous detection of reference lines in paddy fields using a machine vision-based framework. 108923 - Matheus Thomas Kuska, Mirwaes Wahabzada, Stefan Paulus
AI for crop production - Where can large language models (LLMs) provide substantial value? 108924 - Mustafa Mhamed, Zhao Zhang, Jiangfan Yu, Yifei Li, Man Zhang:
Advances in apple's automated orchard equipment: A comprehensive research. 108926 - Amin Nasiri
Automated detection and counting of broiler behaviors using a video recognition system. 108930 - Jiarui Cui, Yu Lv, Sijia Liu, Shibo Pan, Kenken Li, Shuang Gao, Ruiming Luo, Hao Wu, Zhongxiong Zhang, Songlei Wang
Synergizing meat Science and AI: Enhancing long-chain saturated fatty acids prediction. 108931 - Tianyi Gao
Precise underwater fish measurement: A geometric approach leveraging medium regression. 108932 - Luigi Cesarini
Comparison of deep learning models for milk production forecasting at national scale. 108933 - Bruno Thibault, Mohammad Zeynoddin, Hossein Bonakdari, Cristina Ratti, Seddik Khalloufi:
Assessment of artificial intelligence for predicting porosity of dehydrated food products. 108934 - Amin Kargar
Detecting Halyomorpha halys using a low-power edge-based monitoring system. 108935 - Yin Ye, Yaxiong Chen, Shengwu Xiong
Field detection of pests based on adaptive feature fusion and evolutionary neural architecture search. 108936 - Chenyu Fang, Haobin Chen, Li Li, Zisheng Luo, Lingling Liu, Zhaojun Ban:
A novel Adaptive Zone-fusion network for precise waxberry semantic segmentation to improve automated-harvesting in a complex orchard environment. 108937 - Tantan Jin, Xiongzhe Han:
Robotic arms in precision agriculture: A comprehensive review of the technologies, applications, challenges, and future prospects. 108938 - Qing Gu
Unmanned aerial vehicle-based assessment of rice leaf chlorophyll content dynamics across genotypes. 108939 - Weiqiang Ni, Dan Wei, Zequn Peng, Zhen Ma, Songming Zhu, Rong Tang, Xuelei Tian, Jian Zhao
An appetite assessment method for fish in outdoor ponds with anti-shadow disturbance. 108940 - Wei Guo, Yimei Huang, Yudan Huang, Yilun Li, Xiaoxiang Song, Jikai Shen, Xiping Qi, Bicheng Zhang, Zhaolong Zhu, Shouzhang Peng, Shaoshan An:
Develop agricultural planting structure prediction model based on machine learning: The aging of the population has prompted a shift in the planting structure toward food crops. 108941 - Rabi N. Sahoo, Rajan G. Rejith, Shalini Gakhar, Jochem Verrelst, Rajeev Ranjan, Tarun Kondraju, Mahesh C. Meena, Joydeep Mukherjee, Anchal Dass, Sudhir Kumar, Mahesh Kumar, Raju Dhandapani, Viswanathan Chinnusamy:
Estimation of wheat biophysical variables through UAV hyperspectral remote sensing using machine learning and radiative transfer models. 108942 - Shidan Zhu, Ningbo Cui, Li Guo, Huaan Jin, Xiuliang Jin, Shouzheng Jiang, Zongjun Wu, Min Lv, Fei Chen, Quanshan Liu, Mingjun Wang:
Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning. 108943 - Chaoyu Song, Fan Zhang, Jinyi Xie, Chen Yang, Jiansheng Li, Junxiong Zhang
Development and evaluation of a novel maize detasseling device. 108944 - Georg Wimmer
Log cross section quality metrics: Assessing the usability of roundwood image data for roundwood tracking. 108945 - Ume Chukwuma, Kifle G. Gebremedhin, Daniel Dooyum Uyeh:
Imagining AI-driven decision making for managing farming in developing and emerging economies. 108946 - Shuyan Liu, Xuegeng Chen, Xiaomeng Xia, Yvhan Jin, Gang Wang, Honglei Jia, Dongyan Huang:
Electronic sensing combined with machine learning models for predicting soil nutrient content. 108947 - Weige Tao, Zhigang Sun
Broiler sound signal filtering method based on improved wavelet denoising and effective pulse extraction. 108948 - Bo Gong, Ling Jing
TSD: Random feature query design for transformer-based shrimp detector. 108949 - Sayma Shammi
Early frost detection in wheat using machine learning from vertical temperature distributions. 108950 - Wenjun Chen, Yuan Rao, Fengyi Wang, Yu Zhang, Tan Wang, Xiu Jin, Wenhui Hou, Zhaohui Jiang, Wu Zhang:
MLP-based multimodal tomato detection in complex scenarios: Insights from task-specific analysis of feature fusion architectures. 108951 - Chengjian Zhang, Zhibo Chen, Guijun Yang, Bo Xu, Haikuan Feng, Riqiang Chen, Ning Qi, Wenjie Zhang, Dan Zhao, Jinpeng Cheng, Hao Yang
Removal of canopy shadows improved retrieval accuracy of individual apple tree crowns LAI and chlorophyll content using UAV multispectral imagery and PROSAIL model. 108959 - Jian Zhang, Jinan Gu, Tiantian Hu, Bo Wang, Zilin Xia:
An image segmentation and point cloud registration combined scheme for sensing of obscured tree branches. 108960 - Minho Jang
Tomato pose estimation using the association of tomato body and sepal. 108961 - Florian Teste
Early forecasting of corn yield and price variations using satellite vegetation products. 108962 - Ahmet Saygili, Pinar Cihan, Celal Sahin Ermutlu, Ugur Aydin, Özgür Aksoy:
CattNIS: Novel identification system of cattle with retinal images based on feature matching method. 108963 - Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md. Palash Uddin
Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data. 108964 - Chuang Ma, Tiemin Zhang, Haikun Zheng, Jikang Yang, Ruitian Chen, Cheng Fang
Measurement method for live chicken shank length based on improved ResNet and fused multi-source information. 108965 - Ming Wang
Honeybee pollen but not nectar foraging greatly reduced by neonicotinoids: Insights from AI and simulation. 108966 - Shengnan Yu, Xiaokang Zhang, Jiaguo Qi
An iterative and subsequent proximation method to map historical crop information with satellite images. 108967 - Yanan Xu, Weifeng Wu, Keling Tu
AIseed Simulation: A seed simulation sorting software for rapidly determining seed processing procedures and parameters. 108971 - Mar Ariza-Sentís
An aerial framework for Multi-View grape bunch detection and route Optimization using ACO. 108972 - Wei Xu
Cherry growth modeling based on Prior Distance Embedding contrastive learning: Pre-training, anomaly detection, semantic segmentation, and temporal modeling. 108973 - Perez Mukasa, Dennis Semyalo
Deep learning application for real-time gravity-assisted seed conveying system for watermelon seeds purity sorting. 108974 - Zhonglin Wang
Combining canopy spectral reflectance and RGB images to estimate leaf chlorophyll content and grain yield in rice. 108975 - Fergal Buckley
Farm electricity system simulator (FESS): A platform for simulating electricity utilisation on dairy farms. 108977 - Yuhao Wang
Satellite-based soybean yield prediction in Argentina: A comparison between panel regression and deep learning methods. 108978 - Lijun Wang, Liangsheng Shi, Xiaolong Hu, Wenxiang Song
Interpretable machine learning of SPAC system via a mechanism-assisted gaussian process group: Representation of the system mechanism by data. 108979 - Zhaojie Li, Farooq Shah, Li Xiong, Jian Zhang, Wei Wu:
Unmanned aerial vehicles (UAVs)-based crop lodging susceptibility and seed yield assessment during different growth stages of rapeseed (Brassica napus). 108980 - Junhua Chen, Dan Zhao, Zhaoju Zheng, Cong Xu, Yong Pang, Yuan Zeng:
Corrigendum to "A clustering-based automatic registration of UAV and terrestrial LiDAR forest point clouds" [Comput. Electron. Agric., 217 (2024) 108648]. 108981 - Rajveer Dhillon
Utilizing Machine Learning Framework to Evaluate the Effect of Climate Change on Maize and Soybean Yield. 108982 - Haile Zhao, Yi Zhou, Guoliang Zhang, Xin Chen, Yuyang Chang
Mapping the dynamics of intensive forage acreage during 2008-2022 in Google Earth Engine using time series Landsat images and a phenology-based algorithm. 108983 - Aobin Zhu, Ruirui Zhang, Linhuan Zhang, Tongchuan Yi, Liwan Wang, Danzhu Zhang, Liping Chen:
YOLOv5s-CEDB: A robust and efficiency Camellia oleifera fruit detection algorithm in complex natural scenes. 108984 - Zhenhao Luo, Bin Xie, Zhongju Chen, Shengli Zhang, Zihao Zhao, Bowen Zheng, Changkai Wen, Zhenghe Song:
Learning-based double layer control method of yaw stability simulation research for rear wheel independent drive electric tractor plowing operation. 108985 - Lei Wang, Yitao Liao, Mengliang Li, Ning Ren, Xiuming Zheng, Mingze Wang, Qingxi Liao:
Motion characteristics of rapeseeds and wheat seeds within mixing components of air-assisted centralized metering device based on DEM-CFD. 108986 - Di Lin, Yue Chen, Yongliang Qiao, Ding Qin, Yuhong Miao, Kai Sheng, Lantao Li, Yilun Wang:
A study on an accurate modeling for distinguishing nitrogen, phosphorous and potassium status in summer maize using in situ canopy hyperspectral data. 108989 - Wentao Wu, Zeqing Zhang, Xiya Zhang, Yong He, Hui Fang
Application of visual inertia fusion technology in rice transplanter operation. 108990 - Rui Gao
YOLOv5-T: A precise real-time detection method for maize tassels based on UAV low altitude remote sensing images. 108991 - Marcelo Rodrigues Barbosa Júnior, Bruno Rafael de Almeida Moreira, Vinicius dos Santos Carreira
Precision agriculture in the United States: A comprehensive meta-review inspiring further research, innovation, and adoption. 108993 - Qiujie Li, Hongyi Zhu:
Performance evaluation of 2D LiDAR SLAM algorithms in simulated orchard environments. 108994 - Yao Wu, Xiaochan Wang
Fish feeding intensity assessment method using deep learning-based analysis of feeding splashes. 108995 - Tuvia Turkeltaub
Accounting for the impact of tree size and soil spatial variability on leaching from orchards. 108996 - Shuqin Tu, Yifan Cai, Yun Liang, Hua Lei, Yufei Huang, Hongxing Liu, Deqin Xiao:
Tracking and monitoring of individual pig behavior based on YOLOv5-Byte. 108997 - Tahere Rezaee Roshan, Mehrnoosh Jafari
Evaluating geometric measurement accuracy based on 3D model reconstruction of nursery tomato plants by Agisoft photoscan software. 109000 - Meenakshi Aggarwal, Vikas Khullar
Resource-efficient federated learning over IoAT for rice leaf disease classification. 109001 - Shizhe Qin, Yiren Ding, Tailong Zhou, Mingcan Zhai, Zhenghang Zhang, Mengxin Fan, Xin Lv, Ze Zhang, Lifu Zhang:
"Image-Spectral" fusion monitoring of small cotton samples nitrogen content based on improved deep forest. 109002 - Xueyu Zhao
Developing Vis-NIR libraries to predict cation exchange capacity (CEC) and pH in Australian sugarcane soil. 109004 - Deepak Kumar
Image segmentation, classification, and recognition methods for wheat diseases: Two Decades' systematic literature review. 109005 - Mohd Nazuan Wagimin
Classification model for chlorophyll content using CNN and aerial images. 109006 - Ibán Vázquez-González, Elena García-Suárez, Francisca Ruiz-Escudero
A combined multi-variate statistical analysis to establish dairy farm typologies in Cantabria. 109007 - Kun Zhang
The application of hyperspectral imaging for wheat biotic and abiotic stress analysis: A review. 109008 - Andrew Schepen
Downscaled numerical weather predictions can improve forecasts of sugarcane irrigation indices. 109009 - Mao Li, Jiangtao Qi
Smartphone-based straw incorporation: An improved convolutional neural network. 109010 - Chunyang Wang, Kai Li
GACDNet: Mapping winter wheat by generative adversarial cross-domain networks with transformer integration for zero-sample extraction. 109012 - Congmin Guo, Chenhao Zhu
End-to-End lightweight Transformer-Based neural network for grasp detection towards fruit robotic handling. 109014 - Jiao Tan, Jianli Ding, Zeyuan Wang, Lijing Han
Estimating soil salinity in mulched cotton fields using UAV-based hyperspectral remote sensing and a Seagull Optimization Algorithm-Enhanced Random Forest Model. 109017 - Yingze Huang
National-scale 10 m annual maize maps for China and the contiguous United States using a robust index from Sentinel-2 time series. 109018 - Hasan Ali Irik
Using spectral vegetation indices and machine learning models for predicting the yield of sugar beet (Beta vulgaris L.) under different irrigation treatments. 109019 - Changsu Xu, Junxiu Liu, Xiangfei Huang, Yunwu Li:
Formation and evolution of apple (Malus pumila Mill.) bruising based on high-speed camera verification and finite element method. 109024
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