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ORCIDComputers and Electronics in Agriculture, Volume 175
Volume 175, August 2020
- Ya Xiong
, Yuanyue Ge, Pål Johan From:
An obstacle separation method for robotic picking of fruits in clusters. 105397 - Abdul Waheed, Muskan Goyal, Deepak Gupta, Ashish Khanna, Aboul Ella Hassanien, Hari Mohan Pandey:
An optimized dense convolutional neural network model for disease recognition and classification in corn leaf. 105456 - Weihuang Xu, Guohao Yu, Alina Zare, Brendan Zurweller, Diane Rowland, Joel Reyes-Cabrera, Felix B. Fritschi, Roser Matamala, Thomas E. Juenger:
Overcoming small minirhizotron datasets using transfer learning. 105466 - Wenwu Hu, Ping Jiang, Feifei Xiao, Sheng Jin, Yahui Luo, Qiang Liu, Lixia Long, Yixin Shi:
Identifying rice seedling bands based on slope virtualization clustering. 105470 - Claudia Arcidiacono, Massimo Mancino, S. M. C. Porto:
Moving mean-based algorithm for dairy cow's oestrus detection from uniaxial-accelerometer data acquired in a free-stall barn. 105498 - Giuseppe Modica, Gaetano Messina, Giandomenico De Luca, Vincenzo Fiozzo, Salvatore Praticò:
Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees' crowns from UAV multispectral imagery. 105500 - Vo Hoang Trong, Gwanghyun Yu, Dang Thanh Vu, Jin-Young Kim:
Late fusion of multimodal deep neural networks for weeds classification. 105506
- Flávia Cristina Martins Queiroz Mariano, M. F. Neto, R. R. Lima, R. R. Alvarenga, P. B. Rodrigues:
AMEn Predictor: A mobile app to predict energy values of broilers feedstuffs. 105509
- Lukasz Kuta, Zhiguo Li, Roman Stopa, Piotr Komarnicki, Monika Slupska:
The influence of manual harvesting on the quality of picked apples and the Picker's muscle load. 105511 - Jaroslaw Janus:
A new approach to calculating distances to parcels: A way to increase the accuracy of farm efficiency analyses and the assessment of land consolidation projects. 105512 - Júlio César Dalla Mora Esquerdo, João Francisco Gonçalves Antunes, Alexandre Camargo Coutinho, Eduardo Antonio Speranza, Andréia Akemi Kondo, João Luis dos Santos:
SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America. 105516 - Longhuan Du, Chenming Hu, Chaowu Yang, Li Yang, Huarui Du, Qingyun Li, Chunlin Yu, Lingzhi Xie, Xiaosong Jiang:
Investigation of a preliminary ventilation energy-recovery system for poultry houses. 105521 - Dashuai Wang, Wei Li, Xiaoguang Liu, Nan Li, Chunlong Zhang:
UAV environmental perception and autonomous obstacle avoidance: A deep learning and depth camera combined solution. 105523 - Li Wang, Yuhui Xu, Jin Xu:
Realization of wireless charging in intelligent greenhouse with orthogonal coil system uniform magnetic field. 105524 - Jiajing Zhang, Qin Ma, Xuelian Cui, Hao Guo, Ke Wang, Dehai Zhu:
High-throughput corn ear screening method based on two-pathway convolutional neural network. 105525 - Jihao You, Sasha A. S. van der Klein, Edmond Lou, Martin J. Zuidhof:
Application of random forest classification to predict daily oviposition events in broiler breeders fed by precision feeding system. 105526 - Prabira Kumar Sethy, Nalini Kanta Barpanda, Amiya Kumar Rath, Santi Kumari Behera:
Deep feature based rice leaf disease identification using support vector machine. 105527 - Alam Noor, Yaqin Zhao, Anis Koubaa, Longwen Wu, Rahim Khan, Fakheraldin Y. O. Abdalla:
Automated sheep facial expression classification using deep transfer learning. 105528 - Evanthia Manthou, Sergio-Llaneza Lago, Evaggelos Dagres, Alexandra Lianou, Panagiotis Tsakanikas, Efstathios Z. Panagou, Maria Anastasiadi, Fady R. Mohareb, George-John E. Nychas:
Application of spectroscopic and multispectral imaging technologies on the assessment of ready-to-eat pineapple quality: A performance evaluation study of machine learning models generated from two commercial data analytics tools. 105529 - Juan Huan, Hui Li, Mingbao Li, Bo Chen:
Prediction of dissolved oxygen in aquaculture based on gradient boosting decision tree and long short-term memory network: A study of Chang Zhou fishery demonstration base, China. 105530 - Miguel A. Ferrer, Josep A. Calduch-Giner, Moisés Díaz, Javier Sosa, Enrique Rosell-Moll, Judith Santana Abril, Graciela Santana Sosa, Tomás Bautista Delgado, Cristina Carmona, Juan Antonio Martos-Sitcha, Enric Cabruja, Juan Manuel Afonso, Aurelio Vega, Manuel Lozano, Juan Antonio Montiel-Nelson, Jaume Pérez-Sánchez:
From operculum and body tail movements to different coupling of physical activity and respiratory frequency in farmed gilthead sea bream and European sea bass. Insights on aquaculture biosensing. 105531 - Karolina Golicz, Stephen H. Hallett, Ruben Sakrabani, Joy Ghosh:
Adapting smartphone app used in water testing, for soil nutrient analysis. 105532 - Muhammad K. A. Hamdan, Diane T. Rover, Matthew J. Darr, John Just:
Generalizable semi-supervised learning method to estimate mass from sparsely annotated images. 105533
- Markus Möller, Lucas Boutarfa, Jörn Strassemeyer:
PhenoWin - An R Shiny application for visualization and extraction of phenological windows in Germany. 105534
- André Silva Pinto de Aguiar, Filipe Baptista Neves dos Santos, Luís Carlos Feliz dos Santos, Vítor Manuel de Jesus Filipe, Armando Jorge Miranda de Sousa:
Vineyard trunk detection using deep learning - An experimental device benchmark. 105535 - Bo Jiang, Xuqiang Yin, Huaibo Song:
Single-stream long-term optical flow convolution network for action recognition of lameness dairy cow. 105536 - Supriya Jaiswal, Makarand Sudhakar Ballal:
Fuzzy inference based irrigation controller for agricultural demand side management. 105537 - Yu-Jie Wang, Shanshan Jin, Meng-Hui Li, Ying Liu, Lu-Qing Li, Jing-Ming Ning, Zheng-Zhu Zhang:
Onsite nutritional diagnosis of tea plants using micro near-infrared spectrometer coupled with chemometrics. 105538 - Naveen Kumar Mahanti, Subir Kumar Chakraborty:
Application of chemometrics to identify artificial ripening in sapota (Manilkara Zapota) using visible near infrared absorbance spectra. 105539 - Jacob Rudander, Thor Husøy, Paul A. van Walree, Pål Orten:
Coherent high-speed acoustic communication inside a commercial atlantic salmon pen. 105540 - Leonardo Guevara, Maciej Marcin Michalek, Fernando Alfredo Auat Cheeín:
Headland turning algorithmization for autonomous N-trailer vehicles in agricultural scenarios. 105541 - David Argüeso, Artzai Picón, Unai Irusta, Alfonso Medela, Miguel G. San-Emeterio, Arantza Bereciartua, Aitor Alvarez-Gila:
Few-Shot Learning approach for plant disease classification using images taken in the field. 105542 - Shuai Shi, Ling Yin, Shihao Liang, Haojie Zhong, Xuhong Tian, Caixing Liu, Aidong Sun, Hanxing Liu:
Research on 3D surface reconstruction and body size measurement of pigs based on multi-view RGB-D cameras. 105543 - Cristiane Coutinho Meneguzzi, Gilson Fernandes da Silva, Geraldo Regis Mauri, Adriano Ribeiro de Mendonça, Antonio Almeida De Barros Junior:
Routing model applied to forest inventory vehicles planning. 105544 - Mashud Rana, Ashfaqur Rahman, Daniel Hugo, John McCulloch, Andrew D. Hellicar:
Investigating data-driven approaches to understand the interaction between water quality and physiological response of sentinel oysters in natural environment. 105545 - David Janke, Alfonso Caiazzo, Naveed Ahmed, Najib Alia, Oswald Knoth, Baptiste Moreau, Ulrich Wilbrandt, Dilya Willink, Thomas Amon, Volker John:
On the feasibility of using open source solvers for the simulation of a turbulent air flow in a dairy barn. 105546 - Barbara Sturm, Sharvari Raut, Boris Kulig, Jakob Münsterer, Klaus Kammhuber, Oliver Hensel, Stuart O. J. Crichton:
In-process investigation of the dynamics in drying behavior and quality development of hops using visual and environmental sensors combined with chemometrics. 105547 - Fabricio de Lima Weber, Vanessa Aparecida de Moraes Weber, Geazy Vilharva Menezes, Adair da Silva Oliveira Junior, Daniela Arestides Alves, Marcus Vinicius Morais de Oliveira, Edson Takashi Matsubara, Hemerson Pistori, Urbano Gomes Pinto de Abreu:
Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks. 105548 - Chaoxin Wang, Xukun Li, Doina Caragea, Raju Bheemanahalli, S. V. Krishna Jagadish:
Root anatomy based on root cross-section image analysis with deep learning. 105549 - Andreas Kamilaris, Andries P. Engelbrecht, Andreas Pitsillides, Francesc X. Prenafeta-Boldú:
Transfer of manure as fertilizer from livestock farms to crop fields: The case of Catalonia. 105550 - Carlos German Sedano, César Augusto Aguirre, Guillermo A. Rondan, Armando Benito Brizuela:
Numerical simulation of spray ejection from a nozzle for herbicide application: Evaporation and binary collision models. 105551 - Nara Silveira Velloso, Ricardo Rodrigues Magalhães, Fábio Lúcio Santos, Alexandre Assis Rezende Santos:
Modal properties of coffee plants via numerical simulation. 105552 - Dian Rong, Haiyan Wang, Yibin Ying, Zhengyong Zhang, Yinsheng Zhang:
Peach variety detection using VIS-NIR spectroscopy and deep learning. 105553
- V. S. Manivasagam, Offer Rozenstein:
Practices for upscaling crop simulation models from field scale to large regions. 105554
- André Dantas de Medeiros, Laércio Junio da Silva, José Maria da Silva, Denise Cunha Fernandes dos Santos Dias, Márcio Dias Pereira:
IJCropSeed: An open-access tool for high-throughput analysis of crop seed radiographs. 105555
- P. Paccioretti, Mariano Córdoba, Mónica Balzarini:
FastMapping: Software to create field maps and identify management zones in precision agriculture. 105556
- Jiating Li, Cody Oswald, George L. Graef, Yeyin Shi:
Improving model robustness for soybean iron deficiency chlorosis rating by unsupervised pre-training on unmanned aircraft system derived images. 105557 - Rakesh Ranjan, Lav R. Khot, R. Troy Peters, Melba R. Salazar-Gutierrez, Guobin Shi:
In-field crop physiology sensing aided real-time apple fruit surface temperature monitoring for sunburn prediction. 105558 - Emrullah Acar:
Detection of unregistered electric distribution transformers in agricultural fields with the aid of Sentinel-1 SAR images by machine learning approaches. 105559 - Muahmmad M. A. Chaudhry, Maria Luisa Amodio, José M. Amigo, Maria L. V. de Chiara, Farahmand Babellahi, Giancarlo Colelli:
Feasibility study for the surface prediction and mapping of phytonutrients in minimally processed rocket leaves (Diplotaxis tenuifolia) during storage by hyperspectral imaging. 105575 - Jing Zhou, Jianfeng Zhou, Heng Ye, Md Liakat Ali, Henry T. Nguyen, Pengyin Chen:
Classification of soybean leaf wilting due to drought stress using UAV-based imagery. 105576 - Min Yan Chia, Yuk Feng Huang, Chai Hoon Koo:
Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters. 105577 - Guillermo Rego, Francisco Ferrero, Marta Valledor, Juan Carlos Campo Rodriguez, Sergio Forcada, Luis J. Royo, Ana Soldado:
A portable IoT NIR spectroscopic system to analyze the quality of dairy farm forage. 105578 - Yi Chen, Baohua Zhang, Jun Zhou, Kai Wang:
Real-time 3D unstructured environment reconstruction utilizing VR and Kinect-based immersive teleoperation for agricultural field robots. 105579 - Chen Chen, Weixing Zhu, Maciej Oczak, Kristina Maschat, Johannes Baumgartner, Mona Lilian Vestbjerg Larsen, Tomas Norton:
A computer vision approach for recognition of the engagement of pigs with different enrichment objects. 105580 - Peng Zhang, Shougeng Hu, Weidong Li, Chuanrong Zhang:
Parcel-level mapping of crops in a smallholder agricultural area: A case of central China using single-temporal VHSR imagery. 105581 - V. Giovanetti, R. Cossu, G. Molle, M. Acciaro, M. Mameli, Andrea Cabiddu, M. G. Serra, C. Manca, S. P. G. Rassu, M. Decandia, Corrado Dimauro:
Prediction of bite number and herbage intake by an accelerometer-based system in dairy sheep exposed to different forages during short-term grazing tests. 105582 - Davoud Ashourloo, Hamid Salehi Shahrabi, Mohsen Azadbakht, Amir Moeini Rad, Hossein Aghighi, Soheil Radiom:
A novel method for automatic potato mapping using time series of Sentinel-2 images. 105583
- Chongyuan Zhang, Afef Marzougui, Sindhuja Sankaran:
High-resolution satellite imagery applications in crop phenotyping: An overview. 105584
- Qi-Jin Wang, Sheng-Yu Zhang, Shifeng Dong, Guang-Cai Zhang, Jin Yang, Rui Li, Hong-Qiang Wang:
Pest24: A large-scale very small object data set of agricultural pests for multi-target detection. 105585 - Tymoteusz Cejrowski, Julian Szymanski, Doina Logofatu:
Buzz-based recognition of the honeybee colony circadian rhythm. 105586 - José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez-España, Miguel A. Guillén-Navarro:
Making decisions for frost prediction in agricultural crops in a soft computing framework. 105587 - Dongyan Zhang, Gao Chen, Xun Yin, Rong-Jie Hu, Chun-Yan Gu, Zhenggao Pan, Xin-Gen Zhou, Yu Chen:
Integrating spectral and image data to detect Fusarium head blight of wheat. 105588 - Sahin Aydin, Mehmet N. Aydin:
Ontology-based data acquisition model development for agricultural open data platforms and implementation of OWL2MVC tool. 105589 - Taskeen Ashraf, Yasir Niaz Khan:
Weed density classification in rice crop using computer vision. 105590 - Jin Chen, Yi Lian, Yaoming Li:
Real-time grain impurity sensing for rice combine harvesters using image processing and decision-tree algorithm. 105591 - Suraj A. Yadav, Rajendra Prasad, Ajeet Kumar Vishwakarma, Jyoti K. Sharma, Bhagyashree Verma, Prashant K. Srivastava:
Optimization of dual-polarized bistatic specular scatterometer for studying microwave scattering response and vegetation growth parameters retrieval of paddy crop using a machine learning algorithm. 105592 - Borja Espejo-García, Nikolaos Mylonas, Loukas Athanasakos, Spyros Fountas:
Improving weeds identification with a repository of agricultural pre-trained deep neural networks. 105593
- Jakub Liu, Tomasz Suchocki, Joanna Szyda:
Tuning the genomic evaluation system of Holstein-Friesian cattle. 105594
- Gudina Legese Feyisa, Leo Kris Palao, Andy Nelson, Murali Krishna Gumma, Ambica Paliwal, Khin Thawda Win, Khin Htar Nge, David E. Johnson:
Characterizing and mapping cropping patterns in a complex agro-ecosystem: An iterative participatory mapping procedure using machine learning algorithms and MODIS vegetation indices. 105595 - Guoming Li, Yang Zhao, Joseph L. Purswell, Qian Du, Gray D. Chesser Jr., John W. Lowe:
Analysis of feeding and drinking behaviors of group-reared broilers via image processing. 105596 - Franco A. Molinari, Aníbal M. Blanco, Mario R. Vigna, Guillermo R. Chantre:
Towards an integrated weed management decision support system: A simulation model for weed-crop competition and control. 105597 - Herman Mollenhorst, Michel de Haan, Jouke Oenema, Claudia Kamphuis:
Field and crop specific manure application on a dairy farm based on historical data and machine learning. 105599 - Arno Liseune, Matthieu Salamone, Dirk Van den Poel, Bonifacius Van Ranst, Miel Hostens:
Leveraging latent representations for milk yield prediction and interpolation using deep learning. 105600 - Claudia Y. Salazar-González, Francisco J. Rodríguez-Pulido, Carla M. Stinco, Anass Terrab, Consuelo Díaz-Moreno, Carlos Fuenmayor, Francisco José Heredia:
Carotenoid profile determination of bee pollen by advanced digital image analysis. 105601 - Gilson Augusto Helfer, Jorge Luis Victória Barbosa, Ronaldo dos Santos, Adilson Ben da Costa:
A computational model for soil fertility prediction in ubiquitous agriculture. 105602 - Fengle Zhu, Mengzhu He, Zengwei Zheng:
Data augmentation using improved cDCGAN for plant vigor rating. 105603 - Borja Velázquez-Martí, Antonio Torregrosa Mira:
Logistic models for distribution of straw in crops of fruit tree plots where mulch is applied. 105604 - Colin Tobin, Derek W. Bailey, Mark G. Trotter, Lauren O'Connor:
Sensor based disease detection: A case study using accelerometers to recognize symptoms of Bovine Ephemeral Fever. 105605
- Zhao Zhang, C. Igathinathane, J. Li, Haiyan Cen, Y. Lu, Joao Paulo Flores:
Technology progress in mechanical harvest of fresh market apples. 105606
- Kanvisit Maraphum, Khwantri Saengprachatanarug, Seree Wongpichet, Arthit Phuphaphud, Jetsada Posom:
In-field measurement of starch content of cassava tubers using handheld vis-near infrared spectroscopy implemented for breeding programmes. 105607 - Pengfei Guo, Delu Zeng, Yunbo Tian, Shuangyin Liu, Hantao Liu, Daoliang Li:
Multi-scale enhancement fusion for underwater sea cucumber images based on human visual system modelling. 105608 - Darren S. Seidel, Tyler C. Field, Allan P. Schinckel, Carol Sallman Stwalley, Robert Merton Stwalley III:
Effects of temperature probe orientation on the Purdue hog cooling pad data acquisition. 105609 - Li Liu, Samsung Lim, Xuesong Shen, Marta Yebra:
Assessment of generalized allometric models for aboveground biomass estimation: A case study in Australia. 105610 - Deqiang Zhou, Yunlei Fan, Ganran Deng, Fengguang He, Meili Wang:
A new design of sugarcane seed cutting systems based on machine vision. 105611
- Pramod Aggarwal, Paresh Shirsath, Shalika Vyas, Ponraj Arumugam, Sheshakumar Goroshi, S. Aravind, Mansi Nagpal, Madhur Chanana:
Application note: Crop-loss assessment monitor - A multi-model and multi-stage decision support system. 105619
- Wan-Soo Kim, Dae-Hyun Lee, Yong-Joo Kim, Taehyeong Kim, Rok-Yeun Hwang, Hyo-Jai Lee:
Path detection for autonomous traveling in orchards using patch-based CNN. 105620
- Huajian Liu, Brooke Bruning, Trevor Garnett, Bettina Berger:
Hyperspectral imaging and 3D technologies for plant phenotyping: From satellite to close-range sensing. 105621
- Zhong Tang, Biao Zhang, Xin Liu, Hui Ren, Xiyao Li, Yaoming Li:
Structural model and bundling capacity of crawler picking and baling machine for straw wasted in field. 105622 - Tanzeel U. Rehman, Libo Zhang, Liangju Wang, Dongdong Ma, Hideki Maki, José A. Sánchez-Gallego, Michael V. Mickelbart, Jian Jin:
Automated leaf movement tracking in time-lapse imaging for plant phenotyping. 105623 - Krishna P. Paudel, Ashok K. Mishra, Mahesh Pandit, Sherry Larkin, Rodrick Rejesus, Margarita Velandia:
Modeling multiple reasons for adopting precision technologies: Evidence from U.S. cotton producers. 105625
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