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ORCIDComputers and Electronics in Agriculture, Volume 182
Volume 182, March 2021
- Wenceslao Villegas Marset, Diego Sebastián Pérez, Carlos Ariel Díaz, Facundo Bromberg:
Towards practical 2D grapevine bud detection with fully convolutional networks. 105947 - Qizhi Yang, Ibrar Ahmad, Muhammad Faheem
, Bushra Siddique, Hu Xu, M. Addy:
Development and assessment of belt-drive seedlings transmission device for fully-automatic vegetable transplanter. 105958 - Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang:
An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. 105962 - Liezl Mari Vermeulen, Zahn Munch, Antony Palmer:
Fractional vegetation cover estimation in southern African rangelands using spectral mixture analysis and Google Earth Engine. 105980 - Sylvain Villette, Thibault Maillot, Jean Philippe Guillemin, Jean-Paul Douzals:
Simulation-aided study of herbicide patch spraying: Influence of spraying features and weed spatial distributions. 105981 - Yingying Zhang, Weibo Zhong, Hui Pan:
Identification of stored grain pests by modified residual network. 105983 - Umar Zangina, Salinda Buyamin, Muhammad Naveed Aman, Mohamad Shukri Zainal Abidin, Mohd Saiful Azimi Mahmud:
A greedy approach to improve pesticide application for precision agriculture using model predictive control. 105984 - Xiuming Guo, Yeping Zhu, Jie Zhang, Yi Hai, Xiaofeng Ma, Chunyang Lv, Shengping Liu:
Intelligent pointer meter interconnection solution for data collection in farmlands. 105985 - Piyush Singh, Abhishek Verma, John Sahaya Rani Alex:
Disease and pest infection detection in coconut tree through deep learning techniques. 105986 - Jingjing Sun, Wude Yang, Meijun Zhang, Meichen Feng, Lujie Xiao, Guangwei Ding:
Estimation of water content in corn leaves using hyperspectral data based on fractional order Savitzky-Golay derivation coupled with wavelength selection. 105989 - Dongxue Zhao, Maryem Arshad, Jie Wang, John Triantafilis:
Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking. 105990 - Salvador Gutiérrez, Inés Hernández, Sara Ceballos, Ignacio Barrio, Ana Díez Navajas, Javier Tardáguila:
Deep learning for the differentiation of downy mildew and spider mite in grapevine under field conditions. 105991 - Soumyashree Kar, Vikram Kumar Purbey, Saurabh Suradhaniwar, Lijalem Balcha Korbu, Jana Kholová, Surya S. Durbha, J. Adinarayana, Vincent Vadez:
An ensemble machine learning approach for determination of the optimum sampling time for evapotranspiration assessment from high-throughput phenotyping data. 105992 - Ruyue Cao, Shichao Li, Yuhan Ji, Zhenqian Zhang, Hongzhen Xu, Man Zhang, Minzan Li, Han Li:
Task assignment of multiple agricultural machinery cooperation based on improved ant colony algorithm. 105993 - Jiqing Chen, Jiahua Wu, Hu Qiang, Bobo Zhou, Guanwen Xu, Zhikui Wang:
Sugarcane nodes identification algorithm based on sum of local pixel of minimum points of vertical projection function. 105994 - B. B. Odevci, E. Emsen, Mehmet N. Aydin:
Machine learning algorithms for lamb survival. 105995 - Davide Cammarano, Bruno Basso, Jonathan Holland, Alberto Gianinetti, Marina Baronchelli, Domenico Ronga:
Modeling spatial and temporal optimal N fertilizer rates to reduce nitrate leaching while improving grain yield and quality in malting barley. 105997 - Athanasios Anagnostis, Aristotelis C. Tagarakis, Gabriela Asiminari, Elpiniki Papageorgiou, Dimitrios Kateris, Dimitrios Moshou, Dionysis Bochtis:
A deep learning approach for anthracnose infected trees classification in walnut orchards. 105998 - Abhilash K. Chandel, Lav R. Khot, Long-Xi Yu:
Alfalfa (Medicago sativa L.) crop vigor and yield characterization using high-resolution aerial multispectral and thermal infrared imaging technique. 105999 - Manish Kumar Patel, Dongryeol Ryu, Andrew W. Western, Helen Suter, Iain M. Young:
Which multispectral indices robustly measure canopy nitrogen across seasons: Lessons from an irrigated pasture crop. 106000 - Shuiqin Zhou, Huawei Mou, Jing Zhou, Jianfeng Zhou, Heng Ye, Henry T. Nguyen:
Development of an automated plant phenotyping system for evaluation of salt tolerance in soybean. 106001 - Keling Tu, Shaozhe Wen, Ying Cheng, Tingting Zhang, Tong Pan, Jie Wang, Jianhua Wang, Qun Sun:
A non-destructive and highly efficient model for detecting the genuineness of maize variety 'JINGKE 968′ using machine vision combined with deep learning. 106002 - Saeedeh Taheri, Graham Brodie, Dorin Gupta:
Optimised ANN and SVR models for online prediction of moisture content and temperature of lentil seeds in a microwave fluidised bed dryer. 106003 - Shezhou Luo, Weiwei Liu, Yaqian Zhang, Cheng Wang, Xiaohuan Xi, Sheng Nie, Dan Ma, Yi Lin, Guoqing Zhou:
Maize and soybean heights estimation from unmanned aerial vehicle (UAV) LiDAR data. 106005 - Galibjon Sharipov, Andreas Heiß, Sulaymon L. Eshkabilov, Hans W. Griepentrog, Dimitrios S. Paraforos:
Variable rate application accuracy of a centrifugal disc spreader using ISO 11783 communication data and granule motion modeling. 106006 - Christopher Alexander Maximilian Busch, Karl A. Stol, Wannes van der Mark:
Dynamic tree branch tracking for aerial canopy sampling using stereo vision. 106007 - Andreas Heiß, Dimitrios S. Paraforos, Galibjon Sharipov, Hans W. Griepentrog:
Modeling and simulation of a multi-parametric fuzzy expert system for variable rate nitrogen application. 106008 - Dong Liu, Erik Vranken, Gijs van den Berg, Lenn Carpentier, Alberto Peña Fernández, Dongjian He, Tomas Norton:
Separate weighing of male and female broiler breeders by electronic platform weigher using camera technologies. 106009 - Zhongliang Hou, Zhiguo Li, Tobi Fadiji, Jun Fu:
Soft grasping mechanism of human fingers for tomato-picking bionic robots. 106010 - Samiul Haque, Edgar J. Lobaton, Natalie G. Nelson, G. Craig Yencho, Kenneth V. Pecota, Russell Mierop, Michael W. Kudenov, Mike Boyette, Cranos M. Williams:
Computer vision approach to characterize size and shape phenotypes of horticultural crops using high-throughput imagery. 106011 - Zhuangji Wang, Dennis Timlin, Yuki Kojima, Chenyi Luo, Yan Chen, Sanai Li, David H. Fleisher, Katherine Tully, Vangimalla R. Reddy, Robert Horton:
A piecewise analysis model for electrical conductivity calculation from time domain reflectometry waveforms. 106012 - Paolo Berzaghi, Jerry H. Cherney, Michael D. Casler:
Prediction performance of portable near infrared reflectance instruments using preprocessed dried, ground forage samples. 106013 - Wadii Boulila, Mokhtar Sellami, Maha Driss, Mohammed Al-Sarem, Mahmood Safaei, Fuad A. Ghaleb:
RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification. 106014 - Dihua Wu, Yunfei Wang, Mengxuan Han, Lei Song, Yuying Shang, Xinyi Zhang, Huaibo Song:
Using a CNN-LSTM for basic behaviors detection of a single dairy cow in a complex environment. 106016 - Yongshuang Wen, Junxiong Zhang, Jinyuan Tian, Dongshuai Duan, Yu Zhang, Yuzhi Tan, Ting Yuan, Xinjin Li:
Design of a traction double-row fully automatic transplanter for vegetable plug seedlings. 106017 - Maciej Rysz, Siddhartha S. Mehta:
A risk-averse optimization approach to human-robot collaboration in robotic fruit harvesting. 106018
- Zheng Zhou, Yaqoob Majeed, Geraldine Diverres Naranjo, Elena M. T. Gambacorta:
Assessment for crop water stress with infrared thermal imagery in precision agriculture: A review and future prospects for deep learning applications. 106019
- Patrizia Tassinari, Marco Bovo, Stefano Benni, Simone Franzoni, Matteo Poggi, Ludovica Maria Eugenia Mammi, Stefano Mattoccia, Luigi Di Stefano, Filippo Bonora, Alberto Barbaresi, Enrica Santolini, Daniele Torreggiani:
A computer vision approach based on deep learning for the detection of dairy cows in free stall barn. 106030 - Congcong Lao, Junying Chen, Zhitao Zhang, Yinwen Chen, Yu Ma, Haorui Chen, Xiaobo Gu, Jifeng Ning, Jiming Jin, Xianwen Li:
Predicting the contents of soil salt and major water-soluble ions with fractional-order derivative spectral indices and variable selection. 106031 - Hongzheng Shen, Kongtao Jiang, Weiqian Sun, Yue Xu, Xiaoyi Ma:
Irrigation decision method for winter wheat growth period in a supplementary irrigation area based on a support vector machine algorithm. 106032
- Lei Feng, Shuangshuang Chen, Chu Zhang, Yanchao Zhang, Yong He:
A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenotyping. 106033
- Li-Feng Fan, Zhi-Qiang Chai, Peng-Fei Zhao, Zong-Fu Tian, Shi-Qian Wen, Shao-Ming Li, Zhong-Yi Wang, Lan Huang:
Nondestructive measurement of husk-covered corn kernel layer dynamic moisture content in the field. 106034 - Kelly Koriakin, Raoul K. Boughton:
Vaginal birthing sensors as a tool to monitor calving on large scale applications. 106035 - Tomás R. Tenreiro, Margarita García-Vila, José A. Gómez, Jose A. Jiménez-Berni, Elías Fereres:
Using NDVI for the assessment of canopy cover in agricultural crops within modelling research. 106038 - Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Farhat Abbas, Bishnu Acharya, Andrew McKenzie-Gopsill, Ryan Barrett, Hassan Afzaal, Qamar U. Zaman, Muhammad Jehanzeb Masud Cheema:
Application of deep learning to detect Lamb's quarters (Chenopodium album L.) in potato fields of Atlantic Canada. 106040 - Yu Yang, Xin Zhao, Min Huang, Xin Wang, Qibing Zhu:
Multispectral image based germination detection of potato by using supervised multiple threshold segmentation model and Canny edge detector. 106041 - Ruirui Yuan, Guishan Liu, Jianguo He, Guoling Wan, Naiyun Fan, Yue Li, Yourui Sun:
Classification of Lingwu long jujube internal bruise over time based on visible near-infrared hyperspectral imaging combined with partial least squares-discriminant analysis. 106043 - Yehua Shang, Zhijun Meng, Yue Cong, Jianjun Dong, Changhai Luo, Zhenghe Song:
Development of a control system with remote monitoring function for round baler. 106044 - Bingquan Chu, Kai Chen, Xiaoxiao Pan, Qianying Wu, Shiwang Liu, Jinyan Gong, Xiaoli Li:
Visible/Short-wave near-infrared hyperspectral analysis of lipid concentration and fatty acid unsaturation of Scenedesmus obliquus in situ. 106046 - Sanai Li, David H. Fleisher, Z. Wang, J. Barnaby, Dennis Timlin, V. R. Reddy:
Application of a coupled model of photosynthesis, stomatal conductance and transpiration for rice leaves and canopy. 106047 - Shoujia Ren, Bin Guo, Xi Wu, Liguo Zhang, Min Ji, Juan Wang:
Winter wheat planted area monitoring and yield modeling using MODIS data in the Huang-Huai-Hai Plain, China. 106049 - Xiaoshuai Wang, Jiegang Wu, Qianying Yi, Guoqiang Zhang, Thomas Amon, David Janke, Xiusong Li, Bin Chen, Yong He, Kaiying Wang:
Numerical evaluation on ventilation rates of a novel multi-floor pig building using computational fluid dynamics. 106050 - Rui Suo, Fangfang Gao, Zhongxian Zhou, Longsheng Fu, Zhenzhen Song, Jaspreet Singh Dhupia, Rui Li, Yongjie Cui:
Improved multi-classes kiwifruit detection in orchard to avoid collisions during robotic picking. 106052 - Md. Sultan Mahmud, Azlan Zahid, Long He, Daeun Choi, Grzegorz Krawczyk, Heping Zhu, Paul H. Heinemann:
Development of a LiDAR-guided section-based tree canopy density measurement system for precision spray applications. 106053 - Zhenbo Li, Ye Li, Yongbo Yang, Ruohao Guo, Jinqi Yang, Jun Yue, Yizhe Wang:
A high-precision detection method of hydroponic lettuce seedlings status based on improved Faster RCNN. 106054 - Yang Li, Jiachen Yang:
Meta-learning baselines and database for few-shot classification in agriculture. 106055
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