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ORCIDComputers and Electronics in Agriculture, Volume 216
Volume 216, January 2024
- Hamid Kamangir, Brent S. Sams
, Nick Dokoozlian, Luis Sanchez, J. Mason Earles:
Large-scale spatio-temporal yield estimation via deep learning using satellite and management data fusion in vineyards. 108439 - Nitin Rai, Yu Zhang, Maria Villamil, Kirk Howatt, Michael Ostlie, Xin Sun:
Agricultural weed identification in images and videos by integrating optimized deep learning architecture on an edge computing technology. 108442 - Wubo Xu, Liqun Liu:
PCNN orchard heterologous image fusion with semantic segmentation of significance regions. 108454 - Weixin Zhai, Guozhao Mo, Yuzhen Xiao, Xiya Xiong, Caicong Wu, Xiaoqiang Zhang, Zhi Xu, Jiawen Pan:
GAN-BiLSTM network for field-road classification on imbalanced GNSS recordings. 108457 - Laszlo Pasthy, Zsolt József Farkas, Tamás Haba, Kornél Tamás:
Development of a multi-way coupled discrete-finite element method simulation procedure for modelling soil-passive vibration tool interaction. 108459 - Angie L. Gámez, Thomas Vatter, Luis Gonzaga Santesteban, José Luis Araus, Íker Aranjuelo:
Onfield estimation of quality parameters in alfalfa through hyperspectral spectrometer data. 108463 - Jie Wang, Xueyu Zhao, John Triantafilis:
Synergistic use of proximally sensed and time series remotely sensed imagery to map soil sodicity. 108466 - Tamir Caras, Ran Nisim Lati, Doron Holland, Vladislav Moshe Dubinin, Kamel Hatib, Itay Shulner, Ohaliav Keiesar, Guy Liddor, Tarin Paz-Kagan:
Monitoring the effects of weed management strategies on tree canopy structure and growth using UAV-LiDAR in a young almond orchard. 108467 - Peng Huo, Shaochun Ma, Chenyang Su, Zhengliang Ding:
Emergency obstacle avoidance system of sugarcane basecutter based on improved YOLOv5s. 108468 - Wilbur N. Chiuyari Veramendi, Paulo Estevão Cruvinel:
Method for maize plants counting and crop evaluation based on multispectral images analysis. 108470 - Han Tang, Tianyuan Guan, Fudong Xu, Changsu Xu, Jinwu Wang:
Test on adsorption posture and seeding performance of the high-speed precision dual-chamber maize metering device based on the seed characteristics. 108471 - Siyao Liu, Xuemin Zhang, Xiaoyan Wang, Renbao Feng, Jiaxin Wu, Shuangjie Zhang, Jing Xu:
Vibration inducing and airflow guiding coupled tomato pollination method research based on gas-solid two-phase flow model. 108472 - Hengnian Qi, Zihong Huang, Baichuan Jin, Qizhe Tang, Liangquan Jia, Guangwu Zhao, Dongdong Cao, Zeyu Sun, Chu Zhang:
SAM-GAN: An improved DCGAN for rice seed viability determination using near-infrared hyperspectral imaging. 108473 - Yuanyue Ge, Pål Johan From, Ya Xiong:
Multi-view gripper internal sensing for the regression of strawberry ripeness using a mini-convolutional neural network for robotic harvesting. 108474 - Siyu Chen, Yixuan Li, Yidong Zhang, Yifan Yang, Xiangxue Zhang:
Soft X-ray image recognition and classification of maize seed cracks based on image enhancement and optimized YOLOv8 model. 108475 - Joe-Air Jiang, Jen-Cheng Wang, Chien-Peng Huang, Mu-Hwa Lee, An-Chi Liu, Hung-Jen Lin, Chien-Hao Wang, Cheng-Ying Chou, En-Cheng Yang:
Foraging flight-based health indicators for honey bee colonies using automatic monitoring systems. 108476 - Veronika Drexl, Imme Dittrich, Thore Wilder, Sophie Diers, Heiko Janssen, Joachim Krieter:
Prediction of tail biting in pigs using partial least squares regression and artificial neural networks. 108477 - Marcelo Crestani Mota, Luiz Antonio Candido, Santiago Vianna Cuadra, Ricardo Antonio Marenco, Rita Valéria Andreoli de Souza, Adriano Maito Tomé, Andressa Back de Andrade Lopes, Francinei Lopes de Lima, Juliana Reis, Rafael Morbeque Brizolla:
CROPGRO-soybean model - Validation and application for the southern Amazon, Brazil. 108478 - Mehdi Jamei, Mumtaz Ali, Hassan Afzaal, Masoud Karbasi, Anurag Malik, Aitazaz Ahsan Farooque, Zeeshan Haydar, Qamar U. Zaman:
Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest. 108479 - Li Jiang, Yoonhong Yi, Neslihan Akdeniz:
CFD simulations of supplemental cooling techniques in cross-ventilated dairy buildings and associated greenhouse gas emissions. 108480 - Guowei Dai, Zhimin Tian, Jingchao Fan, C. K. Sunil, Christine Dewi:
DFN-PSAN: Multi-level deep information feature fusion extraction network for interpretable plant disease classification. 108481 - Pranav Pramod Pawase, Sachin Madhukar Nalawade, Avdhoot Ashok Walunj, Girishkumar Balasaheb Bhanage, Pravin Bhaskar Kadam, Anil G. Durgude, Mahesh R. Patil:
Comprehensive study of on-the-go sensing and variable rate application of liquid nitrogenous fertilizer. 108482 - Jirayu Petchhan, Shun-Feng Su:
Self-Supervised Domain-Adaptive learning for Self-Labeling unknown rice grains during actual rice transportation process. 108483 - Chunfeng Gao, Wei Guo, Chenghai Yang, Zheng Gong, Jibo Yue, Yuanyuan Fu, Haikuan Feng:
A fast and lightweight detection model for wheat fusarium head blight spikes in natural environments. 108484 - M. Shyam Kumar, Christopher J. Hogan, Steven A. Fredericks, Jiarong Hong:
Visualization and characterization of agricultural sprays using machine learning based digital inline holography. 108486 - Xingguo Xiong, Jie Yang, Renhai Zhong, Jinwei Dong, Jingfeng Huang, K. C. Ting, Yibin Ying, Tao Lin:
Integration of harvester trajectory and satellite imagery for large-scale winter wheat mapping using deep positive and unlabeled learning. 108487 - Yajun Li, Qingchun Feng, Yifan Zhang, Chuanlang Peng, Yuhang Ma, Cheng Liu, Mengfei Ru, Jiahui Sun, Chunjiang Zhao:
Peduncle collision-free grasping based on deep reinforcement learning for tomato harvesting robot. 108488 - Weihong Liu, Wenwei Li, Han Feng, Jiawei Xu, Shenghui Yang, Yongjun Zheng, Xingxing Liu, Zimeng Wang, Xiaokang Yi, Yichuan He, Ling Zhou:
Overall integrated navigation based on satellite and lidar in the standardized tall spindle apple orchards. 108489
- Lukas Stopfer, Alexander Kaulen, Thomas Purfürst:
Potential of blockchain technology in wood supply chains. 108496
- Mi Yang, Xiaoyan Kang, Xiaofeng Qiu, Lulu Ma, Hong Ren, Changping Huang, Ze Zhang, Xin Lv:
Method for early diagnosis of verticillium wilt in cotton based on chlorophyll fluorescence and hyperspectral technology. 108497 - Lisette M. C. Leliveld, Carlo Brandolese, Matteo Grotto, Augusto Marinucci, Nicola Fossati, Daniela Lovarelli, Elisabetta Riva, Giorgio Provolo:
Real-time automatic integrated monitoring of barn environment and dairy cattle behaviour: Technical implementation and evaluation on three commercial farms. 108499 - Shahid Ismail, Moisés Díaz, Cristina Carmona-Duarte, Jose Manuel Vilar, Miguel A. Ferrer:
CowScreeningDB: A public benchmark database for lameness detection in dairy cows. 108500 - Rakesh Ranjan, Basavaraj R. Amogi, Abhilash K. Chandel, Lav R. Khot, Bernardita V. Sallato, R. Troy Peters:
Efficacy evaluation of apple sunburn mitigation techniques in WA 38 cultivar using crop physiology sensing system. 108501 - Robson Mateus Freitas Silveira, Débora Andréa Evangelista Façanha, Concepta McManus, Luis Alberto Bermejo Asensio, Iran José Oliveira Da Silva:
Intelligent methodologies: An integrated multi-modeling approach to predict adaptive mechanisms in farm animals. 108502
- Sarah Nawoya, Frank Ssemakula, Roseline Akol, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Cosmas Mwikirize, Andrew Katumba, Grum Gebreyesus:
Computer vision and deep learning in insects for food and feed production: A review. 108503
- Gerrit Polder, J. Anja Dieleman, Selwin Hageraats, Esther Meinen:
Imaging spectroscopy for monitoring the crop status of tomato plants. 108504 - Mostafa Rahimi Jamnani, Zahra Kayhomayoon, Naser Arya-Azar, Sami Ghordoyee-Milan, Sajad Najafi Marghmaleki, Ronny Berndtsson:
Large discrepancy between future demand and supply of agricultural water in northwestern Iran; evidence from WEAP-MODFLOW-machine learning under the CMIP6 scenario. 108505 - Jingping Zhou, Xiaohe Gu, Cuiling Liu, Wenbiao Wu, Yuchun Pan, Qian Sun, Sen Zhang, Xuzhou Qu:
A new approach to extract the upright maize straw from Sentinel-2 satellite imagery using new straw indices. 108506 - Yanchao Wang, Mengyuan Chu, Xi Kang, Gang Liu:
A deep learning approach combining DeepLabV3+ and improved YOLOv5 to detect dairy cow mastitis. 108507 - Zhongyu Jin, Sien Guo, Shilong Li, Fenghua Yu, Tongyu Xu:
Research on the rice fertiliser decision-making method based on UAV remote sensing data assimilation. 108508 - Yicheng Wang, Fulu Tao, Yi Chen, Lichang Yin:
Mapping the spatiotemporal patterns of tillage practices across Chinese croplands with Google Earth Engine. 108509 - Guibin Chen, Qingjie Wang, Hongwen Li, Jin He, Xiuhong Wang, Xinyue Zhang, Dong He:
Experimental research on vertical straw cleaning and soil tillage device based on Soil-Straw composite model. 108510 - Liang Zhang, Ming Li, Xinghui Zhu, Yedong Chen, Jinqi Huang, Zhiwei Wang, Tian Hu, Ziru Wang, Kui Fang:
Navigation path recognition between rows of fruit trees based on semantic segmentation. 108511 - Rui Yang, Yong He, Xiangyu Lu, Yiying Zhao, Yanmei Li, Yinhui Yang, Wenwen Kong, Fei Liu:
3D-based precise evaluation pipeline for maize ear rot using multi-view stereo reconstruction and point cloud semantic segmentation. 108512 - Kamran Forghani, Mats Carlsson, Pierre Flener, Magnus Fredriksson, Justin Pearson, Di Yuan:
Maximizing value yield in wood industry through flexible sawing and product grading based on wane and log shape. 108513 - Shuaipeng Fei, Shunfu Xiao, Jinyu Zhu, Yonggui Xiao, Yuntao Ma:
Dual sampling linear regression ensemble to predict wheat yield across growing seasons with hyperspectral sensing. 108514 - Linqi Zhu, Xiaoming Li, Hongmin Sun, Yingpeng Han:
Research on CBF-YOLO detection model for common soybean pests in complex environment. 108515 - Shuo Zhou, Ming Zhong, Xiujuan Chai, Ning Zhang, Yubin Zhang, Qixin Sun, Tan Sun:
Framework of rod-like crops sorting based on multi-object oriented detection and analysis. 108516 - Dong Chen, Xinda Qi, Yu Zheng, Yuzhen Lu, Yanbo Huang, Zhaojian Li:
Synthetic data augmentation by diffusion probabilistic models to enhance weed recognition. 108517 - Junxiong Zhang, Jinyi Xie, Fan Zhang, Jin Gao, Chen Yang, Chaoyu Song, Weijie Rao, Yu Zhang:
Greenhouse tomato detection and pose classification algorithm based on improved YOLOv5. 108519 - Guilherme Defalque, Ricardo Santos, Davi Bungenstab, Diego Echeverria, Alexandre Dias, Cristiane Defalque:
Machine learning models for dry matter and biomass estimates on cattle grazing systems. 108520 - Chunchun Qu, Wenxiu Sun, Daiwei Hu, Chao Yang, Tiankai Zhao, Xiqing Wang, Zhizhu He:
Semi-embedded flexible multifunctional sensor for on-site continuous monitoring of plant microclimate. 108521
- Rohit Kumar Kasera, Shivashish Gour, Tapodhir Acharjee:
A comprehensive survey on IoT and AI based applications in different pre-harvest, during-harvest and post-harvest activities of smart agriculture. 108522
- E. Garrachón-Gómez, I. García, Ana García-Rodríguez, Sol García-Rodríguez, Cristina Alonso-Tristán:
Monthly intercepted photosynthetically active radiation estimation based on the Beer-Lambert's law across the cereal crops of Castilla y León (Spain). 108523 - David Alejandro Collazos-Burbano, Joao Ealo Cuello, Mayo Villagrán-Muniz:
Laser-induced ultrasonic guided waves in water-stressed leaves. 108524 - Zhan Zhao, Sisi Liu, Jun Wei, Fang Qin:
Improved biological neural network approach for path planning of differential drive agricultural robots with arbitrary shape. 108525 - Ricky Sinclair, Sadia Nodi, Muhammad Ashad Kabir:
Evaluating mobile applications for estimating soil properties: Quality of current apps, limitations and future directions. 108527
- Qin Zhang:
Opinion: Agricultural Robotics, issues worthy to study. 108528
- Aníbal Silva, João Mendes-Moreira, Carlos Ferreira, Nuno Costa, Duarte Dias:
Map-matching methods in agriculture. 108529 - Hristofor Miho, Giulio Pagnotta, Dorjan Hitaj, Fabio De Gaspari, Luigi Vincenzo Mancini, Georgios Koubouris, Gianluca Godino, Mehmet Hakan, Concepcion Muñoz Diez:
OliVaR: Improving olive variety recognition using deep neural networks. 108530 - Farshad Bolouri, Yildirim Kocoglu, Irish Lorraine B. Pabuayon, Glen Lorin Ritchie, Hamed Sari-Sarraf:
CottonSense: A high-throughput field phenotyping system for cotton fruit segmentation and enumeration on edge devices. 108531 - Fei Qi, Xuedong Zhao, Zhengxiang Shi, Li Rong, Guoqiang Zhang, Hao Li:
Applicability evaluation of innovative simplified methods of slatted floor in pig houses - A CFD study. 108532 - Wenbai Chen, Mengchen Liu, Chunjiang Zhao, Xingxu Li, Yiqun Wang:
MTD-YOLO: Multi-task deep convolutional neural network for cherry tomato fruit bunch maturity detection. 108533 - Junshi Huang, Jianping Wen, Hong Li, Yuwen Xia, Shen Tan, Huaiguo Xiao, Wumao Duan, Jie Hu:
Particle erosion in 90-Degree elbow pipe of pneumatic conveying System: Simulation and validation. 108534 - Alba Vigo-Morancho, María Videgain, Antonio Boné, Mariano Vidal, Francisco Javier García-Ramos:
Static and dynamic study of the airflow behavior generated by two air assisted sprayers commonly used in 3D crops. 108535 - Lavinia Moscovini, Luciano Ortenzi, Federico Pallottino, Simone Figorilli, Simona Violino, Catello Pane, Valerio Capparella, Simone Vasta, Corrado Costa:
An open-source machine-learning application for predicting pixel-to-pixel NDVI regression from RGB calibrated images. 108536 - Juan Morales-García, Fernando Terroso-Sáenz, José M. Cecilia:
A multi-model deep learning approach to address prediction imbalances in smart greenhouses. 108537 - Xianzhi Deng, Zhixin Zhang, Xiaolong Hu, Jinmin Li, Shenji Li, Chenye Su, Shuai Du, Liangsheng Shi:
Estimation of photosynthetic parameters from hyperspectral images using optimal deep learning architecture. 108540 - Yanxu Wu, Jianneng Chen, Shunkai Wu, Hui Li, Leiying He, Runmao Zhao, Chuanyu Wu:
An improved YOLOv7 network using RGB-D multi-modal feature fusion for tea shoots detection. 108541 - Yupeng Mei, Ni Yan, Hanxiang Qin, Tian Yang, Yingyi Chen:
SiamFCA: A new fish single object tracking method based on siamese network with coordinate attention in aquaculture. 108542 - Hongchun Qu, Chaofang Zheng, Hao Ji, Kallol Barai, Yong-Jiang Zhang:
A fast and efficient approach to estimate wild blueberry yield using machine learning with drone photography: Flight altitude, sampling method and model effects. 108543 - Sunshine A. De Caires, Ali Keshavarzi, Eduardo Leonel Bottega, Fuat Kaya:
Towards site-specific management of soil organic carbon: Comparing support vector machine and ordinary kriging approaches based on pedo-geomorphometric factors. 108545 - Dongyan Zhang, Wenhao Zhang, Tao Cheng, Yu Lei, Hongbo Qiao, Wei Guo, Xue Yang, Chunyan Gu:
Segmentation of wheat scab fungus spores based on CRF_ResUNet++. 108547 - Guilong Xiao, Xueyou Zhang, Quandi Niu, Xingang Li, Xuecao Li, Liheng Zhong, Jianxi Huang:
Winter wheat yield estimation at the field scale using sentinel-2 data and deep learning. 108555
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