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ORCIDComputers and Electronics in Agriculture, Volume 217
Volume 217, 2024
- Chrisbin James
, Daniel Smith, Weigao He, Shekhar S. Chandra, Scott C. Chapman:
GrainPointNet: A deep-learning framework for non-invasive sorghum panicle grain count phenotyping. 108485 - Jiaxin Qian, Jie Yang, Weidong Sun, Lingli Zhao, Lei Shi, Chaoya Dang:
Evaluation and improvement of temporal robustness and transfer performance of surface soil moisture estimated by machine learning regression algorithms. 108518 - Franck Bruno Tonle Noumbo, Saliou Niassy, Milliam Maxime Zekeng Ndadji, Maurice Tchoupé Tchendji, Armand Nzeukou, Bester Tawona Mudereri, Kennedy Senagi, Henri E. Z. Tonnang:
A road map for developing novel decision support system (DSS) for disseminating integrated pest management (IPM) technologies. 108526 - Zhikai Li, Xiaoling Deng, Yubin Lan, Cunjia Liu, Jiajun Qing:
Fruit tree canopy segmentation from UAV orthophoto maps based on a lightweight improved U-Net. 108538 - Carlos Quirós, Kauê de Sousa, Jonathan Steinke, Brandon Madriz, Marie-Angélique Laporte, Elizabeth Arnaud, Rhys Manners, Berta Ortiz-Crespo, Anna Müller, Jacob van Etten:
ClimMob: Software to support experimental citizen science in agriculture. 108539 - Guangshun An, Zhidong Zhong, Shuang Yang, Liangliang Yang, Chengqian Jin, Juan Du, Xiang Yin:
EASS: An automatic steering system for agricultural wheeled vehicles using fuzzy control. 108544 - Zhengjun Qiu, Yongliang Bian, Fanyue Wang, Ting Huang, Zhiping Wang:
A novel method for detection of internal quality of walnut kernels using low-field magnetic resonance imaging. 108546 - Xin Jin, Zhuo Chen, Bo Zhao, Mengnan Liu, Mingyong Li, Zhenxiang Li, Jiangtao Ji:
Design and experiment of high-speed and precise positioning seeding control system for rice seedlings based on dual-position feedback adjustment (DPFA). 108548 - Bin Zhang, Deqin Xiao, Junbin Liu, Senpeng Huang, Yigui Huang, Tanyu Lin:
Pig eye area temperature extraction algorithm based on registered images. 108549 - Sha Yang, Zhigang Wang, Caiyu Ji, Yingchao Hao, Zihao Liang, Xiaobin Yan, Xingxing Qiao, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Guangxin Li, Fahad Shafiq, Wude Yang, Chao Wang:
Efficient prediction of SOC and aggregate OC components by continuous wavelet transform spectra under different feature selection methods. 108550 - M. San Nicolas, A. Villate, I. Alvarez-Mora, M. Olivares, O. Aizpurua-Olaizola, A. Usobiaga, José M. Amigo:
NIR-hyperspectral imaging and machine learning for non-invasive chemotype classification in Cannabis sativa L. 108551 - Zhen Liu, Heng Du, Feng-Dan Lao, Zhen-Cai Shen, Yi-Hang Lv, Lei Zhou, Li Jiang, Jianfeng Liu:
PIMFP: An accurate tool for the prediction of intramuscular fat percentage in live pigs using ultrasound images based on deep learning. 108552 - Fengle Zhu, Xin Qiao, Yuqian Zhang, Jiandong Jiang:
Analysis and mitigation of illumination influences on canopy close-range hyperspectral imaging for the in situ detection of chlorophyll distribution of basil crops. 108553 - Zhiqin Zhang, Jiacheng Rong, Zhongxian Qi, Yan Yang, Xiajun Zheng, Jin Gao, Wei Li, Ting Yuan:
A multi-species pest recognition and counting method based on a density map in the greenhouse. 108554 - Francisco Javier Gomez-Gil, Víctor Martínez-Martínez, Ruben Ruiz-Gonzalez, Lidia Martínez-Martínez, Jaime Gómez Gil:
Vibration-based monitoring of agro-industrial machinery using a k-Nearest Neighbors (kNN) classifier with a Harmony Search (HS) frequency selector algorithm. 108556 - Ramsha Shahid, Waqar S. Qureshi, Umar Shahbaz Khan, Arslan Munir, Ayesha Zeb, Syed Imran Moazzam:
Aerial imagery-based tobacco plant counting framework for efficient crop emergence estimation. 108557 - Shengli Xu, Rahul Rai:
Vision-based autonomous navigation stack for tractors operating in peach orchards. 108558 - Bin Xiao, Sunzhe Li, Shiqing Dou, Hongchang He, Bolin Fu, Tengxu Zhang, Weiwei Sun, Yanli Yang, Yuankang Xiong, Jinke Shi, Jie Zhang:
Comparison of leaf chlorophyll content retrieval performance of citrus using FOD and CWT methods with field-based full-spectrum hyperspectral reflectance data. 108559 - Simon Bilik, Tomás Zemcík, Lukas Kratochvila, Dominik Ricanek, Miloslav Richter, Sebastian Zambanini, Karel Horák:
Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey. 108560 - Hao Li, Weiliang Ju, Yamei Song, Yongyan Cao, Wei Yang, Minzan Li:
Soil organic matter content prediction based on two-branch convolutional neural network combining image and spectral features. 108561 - Yinjiang Jia, Kang Fu, Hao Lan, Xiru Wang, Zhongbin Su:
Maize tassel detection with CA-YOLO for UAV images in complex field environments. 108562 - Pengfei Zhao, Xiaojun Gao, Yuan Su, Yang Xu, Yuxiang Huang:
Investigation of seeding performance of a novel high-speed precision seed metering device based on numerical simulation and high-speed camera. 108563 - Pan Gao, Miao Lu, Jinghua Xu, Hongming Zhang, Yanfeng Li, Jin Hu:
IPECM Platform: An open-source software for greenhouse environment regulation using machine learning and optimization algorithm. 108564 - Lei Wang, Qingxi Liao, Rijing Xi, Xiaoran Li, Yitao Liao:
Influence of an equal width polygon groove-tooth wheel on feeding performance of the seed feeding device for wheat. 108565 - Weiliang Wen, Sheng Wu, Xianju Lu, Xiang Liu, Shenghao Gu, Xinyu Guo:
Accurate and semantic 3D reconstruction of maize leaves. 108566 - Shulun Xing, Tao Cui, Dongxing Zhang, Li Yang, Xiantao He, Zhiguo Wang, Jiaqi Dong, Chuan Li, Yeyuan Jiang, Maosheng Jing:
Design and experiment of the simulated electronic corn ear based on UWB/IMU technology. 108567 - Hao Wang, Zhifeng Ma, Yaxin Ren, Siqi Du, Hao Lu, Yehua Shang, Shupeng Hu, Guangqiang Zhang, Zhijun Meng, Changkai Wen, Weiqiang Fu:
Interactive image segmentation based field boundary perception method and software for autonomous agricultural machinery path planning. 108568 - Long Jiao, Xiao Luo, Lingyan Zha, Hua Bao, Jingjin Zhang, Xiaokun Gu:
Machine learning assisted water management strategy on a self-sustaining seawater desalination and vegetable cultivation platform. 108569 - Long Ta Bui, Phong Hoang Nguyen:
Assessing impacts on rice production and quantifying economic cost losses with PM2.5-based damage - A case of the Long Xuyen Quadrangle, Vietnam Mekong Delta. 108570 - Yiting Xie, Darren Plett, Margaret Evans, Tara Garrard, Mark Butt, Kenneth Clarke, Huajian Liu:
Hyperspectral imaging detects biological stress of wheat for early diagnosis of crown rot disease. 108571 - Rodrigo García, José Aguilar:
A meta-learning approach in a cattle weight identification system for anomaly detection. 108572 - Shogo Higaki, Yoshitaka Matsui, Masafumi Miwa, Takashi Yamamura, Takuo Hojo, Koji Yoshioka, Alysia Vang, Ariana Negreiro, João R. R. Dórea:
Leveraging computer vision-based pose estimation technique in dairy cows for objective mobility analysis and scoring system. 108573 - Tian-Hu Liu, Yan Zheng, Jia-Shang Lai, Yi-Feng Cheng, Si-Yuan Chen, Bao-Feng Mai, Ying Liu, Jia-Yi Li, Zhong Xue:
Extracting visual navigation line between pineapple field rows based on an enhanced YOLOv5. 108574 - Roy J. McCormick, Anna-Lena Haug, Konni Biegert, Pol Tijskens:
Dynamics of weed growth in an apple orchard tree strip. 108575 - Juan Manuel López-Correa, Hugo Moreno, Diego Sebastián Pérez, Facundo Bromberg, Dionisio Andújar:
Towards a true conservation zero tillage system: "A proposed solution based on computer vision to herbicide resistance.". 108576 - Luyu Shuai, Zhiyong Li, Ziao Chen, Detao Luo, Jiong Mu:
A research review on deep learning combined with hyperspectral Imaging in multiscale agricultural sensing. 108577 - Jan Lorenz Svensen, Xiaodong Cheng, Sjoerd Boersma, Cong Cong Sun:
Chance-constrained stochastic MPC of greenhouse production systems with parametric uncertainty. 108578 - Maryam Nadafzadeh, Ahmad Banakar, Saman Abdanan Mehdizadeh, Mohammad Reza Zare Bavani, Saeid Minaei, Gerrit Hoogenboom:
Design, fabrication and evaluation of a robot for plant nutrient monitoring in greenhouse (case study: Iron nutrient in spinach). 108579 - Jichun Wang, Hui Zheng, Yue Yu, Yong He, Yufei Liu:
Robust multiple obstacle tracking method based on depth aware OCSORT for agricultural robots. 108580 - Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao:
Vision based crop row navigation under varying field conditions in arable fields. 108581 - Sarbajit Paul, Junghwan Chang:
Consequent pole flux modulated linear actuator under winding chang and field oriented control driving conditions for long track and multi-track agricultural robot. 108582 - Tian Zhang, Dongfang Zhao, Yesheng Chen, Hongli Zhang, Shulin Liu:
DeepSORT with siamese convolution autoencoder embedded for honey peach young fruit multiple object tracking. 108583 - Mairead Campbell, Paul Miller, Katerine Díaz-Chito, Xin Hong, Niall McLaughlin, Farzad Parvinzamir, Jesús Martínez del Rincón, Niamh O'Connell:
A computer vision approach to monitor activity in commercial broiler chickens using trajectory-based clustering analysis. 108591 - Wei Zhou, Yifan Cui, Hongpu Huang, Haitian Huang, Chen Wang:
A fast and data-efficient deep learning framework for multi-class fruit blossom detection. 108592 - Zinuo Wang, Kai Tao, Jin Yuan, Xuemei Liu:
Design and experiment on mechanized batch harvesting of Shiitake mushrooms. 108593 - Elie Najm, Marie-Laure Mugnier, Christian Gary, Jean-François Baget, Raphael Métral, Léo Garcia:
Integrating data and knowledge to support the selection of service plant species in agroecology. 108594 - Hugo M. Oliveira, Alessio Tugnolo, Natacha Fontes, Carlos Marques, Álvaro Geraldes, Sophie Jenne, Hans Zappe, António Graça, Valentina Giovenzana, Roberto Beghi, Riccardo Guidetti, João Piteira, Paulo Freitas:
An autonomous Internet of Things spectral sensing system for in-situ optical monitoring of grape ripening: design, characterization, and operation. 108599 - Weiran Li, Yeqiang Liu, Wenxu Wang, Zhenbo Li, Jun Yue:
TFMFT: Transformer-based multiple fish tracking. 108600 - Qin Zhang:
Opinion: Agricultural cybernetics, what it is, why needs it and what needs to do. 108601 - Xinxing Li, Lu Zhang, Xiangyu Wang, Buwen Liang:
Forecasting greenhouse air and soil temperatures: A multi-step time series approach employing attention-based LSTM network. 108602 - Xinjie Tan, Chengcheng Yin, Xiaoxin Li, Mingrui Cai, Weihao Chen, Zhen Liu, Junshu Wang, Yuxing Han:
SY-Track: A tracking tool for measuring chicken flock activity level. 108603 - Xiongjiang Cai, Yun Zhu, Shuwen Liu, Zhiyue Yu, Youyun Xu:
FastSegFormer: A knowledge distillation-based method for real-time semantic segmentation of surface defects in navel oranges. 108604 - Can Li, Jiaquan Lin, Zhao Li, Chaodong Mai, Runpeng Jiang, Jun Li:
An efficient detection method for litchi fruits in a natural environment based on improved YOLOv7-Litchi. 108605 - Shun Yao, Jiaming Zhang, Jiangming Kan, Ruifang Dong:
A novel forestry information-collecting mobile system. 108606 - Shunshun Sui, Ming Li, Zanpeng Li, Yonghao Zhao, Chunying Wang, Wensheng Du, Xiang Li, Ping Liu:
A comb-type end-effector for inflorescence thinning of table grapes. 108607 - Jiankang Yang, Zhiqiang Zhai, Yulin Li, Hongwei Duan, Fengjie Cai, Jidong Lv, Ruoyu Zhang:
Design and research of residual film pollution monitoring system based on UAV. 108608 - Mehdi Jamei, Mumtaz Ali, Sayed M. Bateni, Changhyun Jun, Masoud Karbasi, Anurag Malik, Mozhdeh Jamei, Zaher Mundher Yaseen:
Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy. 108609 - Haitao Xiong, Ying Xiao, Haiping Zhao, Kui Xuan, Yao Zhao, Juan Li:
AD-YOLOv5: An object detection approach for key parts of sika deer based on deep learning. 108610 - Weiyun Hua, Paul H. Heinemann, Long He:
Canopy protection cyber-physical system (CPCPS) for smart agricultural management of frost damage in apple orchards. 108611 - Jiqing Chen, Aoqiang Ma, Lixiang Huang, Hongwei Li, Huiyao Zhang, Yang Huang, Tongtong Zhu:
Efficient and lightweight grape and picking point synchronous detection model based on key point detection. 108612 - Yasmeen Hitti, Ionelia Buzatu, Manuel Del Verme, Mark Lefsrud, Florian Golemo, Audrey Durand:
GrowSpace: A reinforcement learning environment for plant architecture. 108613 - Xi Tian, Jie Yao, Huishan Yu, Wenchao Wang, Wenqian Huang:
Early contamination warning of Aflatoxin B1 in stored maize based on the dynamic change of catalase activity and data fusion of hyperspectral images. 108615 - Sina Sadeghfam, Haniyeh Saghayeshi, Marjan Moazamnia:
Mapping cultivation potential index of rainfed wheat from climatic perspective using Shannon entropy catastrophe scheme. 108616 - Muhib Ullah, Fatimah Islam, Abdul Bais:
Quantifying consistency of crop establishment using a lightweight U-Net deep learning architecture and image processing techniques. 108617 - Pratishtha Poudel, Phillip D. Alderman, Tyson E. Ochsner, Romulo P. Lollato:
A parsimonious Bayesian crop growth model for water-limited winter wheat. 108618 - Yuanyang Mao, Peina Dang, Enzao Zhang, Cunyao Tang, Yanxue Chen, Xueshen Chen:
Weed density evaluation using KCCA-CFBLS based on fusion of visual and tactile features in special paddy field environment. 108619 - Junxiong Liang, Kai Huang, Huan Lei, Zhenyu Zhong, Yingjie Cai, Zeyu Jiao:
Occlusion-aware fruit segmentation in complex natural environments under shape prior. 108620 - Changqing Gao, Hanhui Jiang, Xiaojuan Liu, Haihong Li, Zhenchao Wu, Xiaoming Sun, Leilei He, Wulan Mao, Yaqoob Majeed, Rui Li, Longsheng Fu:
Improved binocular localization of kiwifruit in orchard based on fruit and calyx detection using YOLOv5x for robotic picking. 108621 - Guy R. Y. Coleman, Matthew Kutugata, Michael J. Walsh, Muthukumar Bagavathiannan:
Multi-growth stage plant recognition: A case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum). 108622 - Biao Yang, Sen Yang, Peng Wang, Hai Wang, Jiaming Jiang, Rongrong Ni, Changchun Yang:
FRPNet: An improved Faster-ResNet with PASPP for real-time semantic segmentation in the unstructured field scene. 108623 - Yulin Zhang, Léo Pichon, Sébastien Roux, Anne Pellegrino, Thierry Simonneau, Bruno Tisseyre:
Why make inverse modeling and which methods to use in agriculture? A review. 108624 - Yuan Gao, Qingyu Wang, Xiuqin Rao, Lijuan Xie, Yibin Ying:
OrangeStereo: A navel orange stereo matching network for 3D surface reconstruction. 108626 - Liang Zhong, Xi Guo, Meng Ding, Yingcong Ye, Yefeng Jiang, Qing Zhu, Jianlong Li:
SHAP values accurately explain the difference in modeling accuracy of convolution neural network between soil full-spectrum and feature-spectrum. 108627 - Rui Ma, Nannan Zhang, Xiao Zhang, Tiecheng Bai, Xintao Yuan, Hao Bao, Daidi He, Wujun Sun, Yong He:
Cotton Verticillium wilt monitoring based on UAV multispectral-visible multi-source feature fusion. 108628 - Jing Zhang, Xin Wang, Xindong Ni, Fangru Dong, Longrunmiao Tang, Jiahui Sun, Ye Wang:
Neural radiance fields for multi-scale constraint-free 3D reconstruction and rendering in orchard scenes. 108629 - Wenxia Bao, Chengpei Huang, Gensheng Hu, Biaobiao Su, Xianjun Yang:
Detection of Fusarium head blight in wheat using UAV remote sensing based on parallel channel space attention. 108630 - Jian Liu, Shihui Yu, Xuemei Liu, Qingde Wang, Huiyuan Cui, Yunpeng Zhu, Jin Yuan:
A novel optical shadow edge imaging method based fast in-situ measuring portable device for droplet deposition. 108632 - Shuo Kang, Dongfang Li, Boliao Li, Jianxi Zhu, Sifang Long, Jun Wang:
Maturity identification and category determination method of broccoli based on semantic segmentation models. 108633 - Leng Han, Zhichong Wang, Xiongkui He:
Development of an energy-saving PWM driving method for precision pesticide application using adjustable frequency and characterization of spray. 108634 - Weixin Zhai, Xiya Xiong, Guozhao Mo, Yuzhen Xiao, Caicong Wu, Zhi Xu, Jiawen Pan:
A Bagging-SVM field-road trajectory classification model based on feature enhancement. 108635 - Qilong Wang, Yilin Ren, Haojie Wang, Jiansong Wang, Yang Yang, Qiangqiang Zhang, Guangsheng Zhou:
Wind-induced response of rapeseed seedling stage and lodging prediction based on UAV imagery and machine learning methods. 108637 - Gregory Conde, Sandra M. Guzmán, Akshara Athelly:
Adaptive and predictive decision support system for irrigation scheduling: An approach integrating humans in the control loop. 108640 - Sibiao Li, Xiaolong Huan, Tianyi Wang, Yunting Hui, Yong You, Decheng Wang:
Biomechanical properties and discrete element modeling of PSR stalks during silage harvest. 108644 - Xiongye Zhang, Siyao Yu, Xue Hu, Lixin Zhang:
Study on rotary tillage cutting simulations and energy consumption predictions of sandy ground soil in a Xinjiang cotton field. 108646 - Junhua Chen, Dan Zhao, Zhaoju Zheng, Cong Xu, Yong Pang, Yuan Zeng:
A clustering-based automatic registration of UAV and terrestrial LiDAR forest point clouds. 108648 - Hui Shi, Dongyuan Shi, Shengjie Wang, Wei Li, Haojun Wen, Hongtao Deng:
Crop plant automatic detecting based on in-field images by lightweight DFU-Net model. 108649 - Tan-Hanh Pham, Praneel Acharya, Sravanthi Bachina, Kristopher Osterloh, Kim-Doang Nguyen:
Deep-learning framework for optimal selection of soil sampling sites. 108650 - Huizi Bai, Dengpan Xiao, Jianzhao Tang, De Li Liu:
Evaluation of wheat yield in North China Plain under extreme climate by coupling crop model with machine learning. 108651 - Fermín Morales, Andrea Cabodevilla, Inmaculada Pascual, Amadeo Urdiain:
New instrumentation in grapevine research: A dual respiration prototype for grape berries and whole bunch. The grape CO2/O2 respiratory quotient revisited. 108659 - Ruoqi Yang, Yaochao Yan, Zhiheng Wei, Fan Wang, Guangfu Yang:
Pesti-DGI-Net: A multi-modal deep learning architecture based on dual interpretability for pesticide-likeness prediction. 108660 - Niwen Li, Langning Huo, Xiaoli Zhang:
Using only the red-edge bands is sufficient to detect tree stress: A case study on the early detection of PWD using hyperspectral drone images. 108665 - Cheng Kong, Lili Ren, Tao Zhang, Youhong Sun, Zhiyong Chang:
Rapid identification of pesticides in soil by bionic sniffing sensing system with unknown category detection function. 108667
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