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ORCIDComputers and Electronics in Agriculture, Volume 203
Volume 203, December 2022
- Lei Li, Wenzheng Hu, Jiang Lu
, Changshui Zhang:
Leaf vein segmentation with self-supervision. 107352 - Corey Davidson, Vishnu Jaganathan, Arun Narenthiran Sivakumar, Joby M. Prince Czarnecki, Girish Chowdhary:
NDVI/NDRE prediction from standard RGB aerial imagery using deep learning. 107396 - Eduardo M. C. Rocha, Jessica L. Drewry, Rebecca M. Willett, Brian D. Luck:
Assessing kernel processing score of harvested corn silage in real-time using image analysis and machine learning. 107415 - Jia-Qin Zhong, Li-Min Tao, Shang-Ping Li, Biao Zhang, Jingyun Wang, Yong-Ling He:
Determination and interpretation of parameters of double-bud sugarcane model based on discrete element. 107428 - Wensheng Du, Yanjun Zhu, Shuangshuang Li, Ping Liu:
Spikelets detection of table grape before thinning based on improved YOLOV5s and Kmeans under the complex environment. 107432 - Qing Wang, Yingpu Che, Ke Shao, Jinyu Zhu, Ruili Wang, Yang Sui, Yan Guo, Baoguo Li, Lei Meng, Yuntao Ma:
Estimation of sugar content in sugar beet root based on UAV multi-sensor data. 107433 - Kaizhe Xing, Sen Wang, Hongjun San, Mingfang Chen, Zifen He:
Sorting recognition of taproots and stem bases of Panax notoginseng using multi-objective visual tracking algorithm. 107434 - Xin Li, Yinfeng Hao, Pan Zhang, Muhammad Akhter, Daoliang Li:
A novel automatic detection method for abnormal behavior of single fish using image fusion. 107435 - Mark A. Haidekker, Kevin Dong, Erico Mattos, Marc W. van Iersel:
A very low-cost pulse-amplitude modulated chlorophyll fluorometer. 107438 - Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan:
Wheat spike localization and counting via hybrid UNet architectures. 107439 - Xiaoning Zhao, Yuefeng Du, Enrong Mao, Zhongxiang Zhu, Zhenghe Song:
Agricultural tractor dynamics simulation research based on a driving simulator with real-time human-machine interaction. 107443 - Peri Akiva, Benjamin Planche, Aditi Roy, Peter Oudemans, Kristin J. Dana:
Vision on the bog: Cranberry crop risk evaluation with deep learning. 107444
- Leilei He, Longsheng Fu, Wentai Fang, Xiaoming Sun, Rui Suo, Guo Li, Guanao Zhao, Ruizhe Yang, Rui Li:
IoT-based urban agriculture container farm design and implementation for localized produce supply. 107445
- Peng Zhuo, Yexin Li, Baoshuai Wang, Haobo Jiao, Pei Wang, Chengsong Li, Qi Niu, Lihong Wang:
Analysis and experimental study on vibration response characteristics of mechanical harvesting of jujube. 107446 - Chaosai Liu, Guixiang Chen, Yang Zhou, Deqian Zheng, Zhongjie Zhang:
Element tests and simulation of effects of vertical pressure on compression and mildew of wheat. 107447 - Honglin Liu, Yongzhao Zhan, Huifen Xia, Qirong Mao, Yixin Tan:
Self-supervised transformer-based pre-training method using latent semantic masking auto-encoder for pest and disease classification. 107448 - Noah Bevers, Edward J. Sikora, Nate B. Hardy:
Soybean disease identification using original field images and transfer learning with convolutional neural networks. 107449 - Hanwen Kang, Xing Wang, Chao Chen:
Accurate fruit localisation using high resolution LiDAR-camera fusion and instance segmentation. 107450 - Xiaoyu Li, Yuefeng Du, Lei Liu, Enrong Mao, Jun Wu, Yanan Zhang, Dafang Guo:
A rapid prototyping method for crop models using the discrete element method. 107451
- Xiwen Zhang, Chuanzhong Xuan, Yanhua Ma, He Su, Mengqin Zhang:
Biometric facial identification using attention module optimized YOLOv4 for sheep. 107452
- Osama Elsherbiny, Lei Zhou, Yong He, Zhengjun Qiu:
A novel hybrid deep network for diagnosing water status in wheat crop using IoT-based multimodal data. 107453 - Jeanne Vuaille, Maja Holbak, Mathias Perslev, Efstathios Diamantopoulos, Signe M. Jensen, Merete E. Styczen, Carsten T. Petersen, Bjarne W. Strobel, Per Abrahamsen:
Can information on past and near-future weather and field conditions predict the safest pesticide application day? 107454 - Sanqing Liu, Shuxiang Fan, Lin Lin, Wenqian Huang:
An improved method for predicting soluble solids content in apples by heterogeneous transfer learning and near-infrared spectroscopy. 107455 - Muhammad Baraa Almoujahed, Aravind Krishnaswamy Rangarajan, Rebecca Louise Whetton, Vincke Damien, Eylenbosch Damien, Philippe Vermeulen, Abdul M. Mouazen:
Detection of fusarium head blight in wheat under field conditions using a hyperspectral camera and machine learning. 107456 - Ahmed M. S. Kheir, Khalil A. Ammar, Ahmed Amer, Marwa G. M. Ali, Zheli Ding, Abdelrazek Elnashar:
Machine learning-based cloud computing improved wheat yield simulation in arid regions. 107457 - Syed Imran Moazzam, Umar Shahbaz Khan, Waqar S. Qureshi, Mohsin I. Tiwana, Nasir Rashid, Amir Hamza, Faraz Kunwar, Tahir Nawaz:
Patch-wise weed coarse segmentation mask from aerial imagery of sesame crop. 107458 - Gafur Gozukara, Sevda Altunbas, Orhan Dengiz, Alper Adak:
Assessing the effect of soil to water ratios and sampling strategies on the prediction of EC and pH using pXRF and Vis-NIR spectra. 107459 - Qi Zhang, Kaiyi Wang, Yanyun Han, Zhongqiang Liu, Feng Yang, Shufeng Wang, Xiangyu Zhao, Chunjiang Zhao:
A crop variety yield prediction system based on variety yield data compensation. 107460 - Xinjing Gong, Xihai Zhang, Ruwen Zhang, Qiufeng Wu, Hao Wang, Ruichao Guo, Zerui Chen:
U3-YOLOXs: An improved YOLOXs for Uncommon Unregular Unbalance detection of the rape subhealth regions. 107461 - Don Chathurika Amarathunga, Malika Nisal Ratnayake, John Grundy, Alan Dorin:
Fine-grained image classification of microscopic insect pest species: Western Flower thrips and Plague thrips. 107462 - Sujit Hensh, Hifjur Raheman:
An unmanned wetland paddy seeder with mechatronic seed metering mechanism for precise seeding. 107463 - Shuaijun Liu, Licong Liu, Fei Xu, Jin Chen, Yuhen Yuan, Xuehong Chen:
A deep learning method for individual arable field (IAF) extraction with cross-domain adversarial capability. 107473 - Ying Meng, Zheng Ma, Zeguang Ji, Rui Gao, Zhongbin Su:
Fine hyperspectral classification of rice varieties based on attention module 3D-2DCNN. 107474 - Matti Siponen, Ilkka Seilonen, Samuel Brodie, Timo Oksanen:
Next Generation Task Controller for agricultural Machinery using OPC Unified architecture. 107475 - Ruiqin Ma, Shu Li, Xinxing Li, Buwen Liang, Yan Cui:
A prediction method for transport stress in meat sheep based on GA-BPNN. 107476 - Xun Yu, Dameng Yin, Chenwei Nie, Bo Ming, Honggen Xu, Yuan Liu, Yi Bai, Mingchao Shao, Minghan Cheng, Yadong Liu, Shuaibing Liu, Zixu Wang, Siyu Wang, Lei Shi, Xiuliang Jin:
Maize tassel area dynamic monitoring based on near-ground and UAV RGB images by U-Net model. 107477 - Guang Li, Jiawei Cui, Wenting Han, Huihui Zhang, Shenjin Huang, Haipeng Chen, Jianyi Ao:
Crop type mapping using time-series Sentinel-2 imagery and U-Net in early growth periods in the Hetao irrigation district in China. 107478 - Virginia Fassa, Nicolò Pricca, Giovanni Cabassi, Luca Bechini, Martina Corti:
Site-specific nitrogen recommendations' empirical algorithm for maize crop based on the fusion of soil and vegetation maps. 107479 - Alessandro dos Santos Ferreira, José Marcato Junior, Hemerson Pistori, Farid Melgani, Wesley Nunes Gonçalves:
Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection. 107480 - Elizma van Wyngaard, Erna Blancquaert, Hélène H. Nieuwoudt, Jose Luis Aleixandre-Tudó:
Infrared spectroscopy investigation of fresh grapevine (Vitis vinifera) shoots, leaves, and berries using novel chemometric applications for viticultural data. 107481 - Zahra Kayhomayoon, Sami Ghordoyee-Milan, Abolfazl Jaafari, Naser Arya-Azar, Assefa M. Melesse, Hamid Kardan Moghaddam:
How does a combination of numerical modeling, clustering, artificial intelligence, and evolutionary algorithms perform to predict regional groundwater levels? 107482 - Stefan Sellman, Lindsay M. Beck-Johnson, Clayton Hallman, Ryan S. Miller, Katharine A. Owers Bonner, Katie Portacci, Colleen Webb, Tom Lindström:
Modeling U.S. cattle movements until the cows come home: Who ships to whom and how many? 107483 - Yuanjia Zhang, Benxue Ma, Yating Hu, Cong Li, Yujie Li:
Accurate cotton diseases and pests detection in complex background based on an improved YOLOX model. 107484 - Wenxia Bao, Tao Cheng, Xin-Gen Zhou, Wei Guo, Yuanyuan Wang, Xuan Zhang, Hongbo Qiao, Dongyan Zhang:
An improved DenseNet model to classify the damage caused by cotton aphid. 107485 - Shundong Fang, Yanfeng Wang, Guoxiong Zhou, Aibin Chen, Weiwei Cai, Qifan Wang, Yahui Hu, Liujun Li:
Multi-channel feature fusion networks with hard coordinate attention mechanism for maize disease identification under complex backgrounds. 107486
- Lukas Graf, Gregor Perich, Helge Aasen:
EOdal: An open-source Python package for large-scale agroecological research using Earth Observation and gridded environmental data. 107487
- Arun Kumar, Anil Kumar, Amit Vishwakarma, Girish Kumar Singh:
Multilevel thresholding for crop image segmentation based on recursive minimum cross entropy using a swarm-based technique. 107488 - Rafael R. Sola-Guirado, Rafael Luque-Mohedano, Sergio Tombesi, Gregorio L. Blanco-Roldán:
Effect of leaves in the dynamic response of olive tree branches and their computational model. 107490 - Pan Zhang, Daoliang Li:
CBAM + ASFF-YOLOXs: An improved YOLOXs for guiding agronomic operation based on the identification of key growth stages of lettuce. 107491 - Shihui Yu, Yang Liu, Yurong Tang, Xiaolong Li, Wen Li, Cui Li, Yongcheng Zhang, Haipeng Lan:
Non-destructive quality assessment method for Korla fragrant pears based on electrical properties and adaptive neural-fuzzy inference system. 107492 - Yakai Wang, Zhunqiao Liu, Qiang Yu, Liangyun Liu, Xinjie Liu, Linchao Li, Qianlan Jia, Chenhui Guo, Xiaoliang Lu:
Simulations of solar-induced chlorophyll fluorescence over crop canopies using the integrated APSIM model. 107494 - Yuanyang Zhao, Weiran Li, Yiming Li, Yanyu Qi, Zhenbo Li, Jun Yue:
LFCNet: A lightweight fish counting model based on density map regression. 107496 - Kaiyuan Li, Wenzhi Zhao, Rui Peng, Tao Ye:
Multi-branch self-learning Vision Transformer (MSViT) for crop type mapping with Optical-SAR time-series. 107497 - Longqing Sun, Boning Wang, Pu Yang, Xinlong Wang, Daoliang Li, Jiayu Wang:
Water quality parameter analysis model based on fish behavior. 107500
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