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ORCIDComputers and Electronics in Agriculture, Volume 178
Volume 178, November 2020
- Mohamed Torky, Aboul Ella Hassanein:
Integrating blockchain and the internet of things in precision agriculture: Analysis, opportunities, and challenges. 105476
- Ye Seong Kang
, Si Hyeong Jang, Jun Woo Park, Hye Young Song, Chan Seok Ryu, Sae Rom Jun, Seong Heon Kim:
Yield prediction and validation of onion (Allium cepa L.) using key variables in narrowband hyperspectral imagery and effective accumulated temperature. 105667 - Xu (Annie) Wang, Julie Tang, Mark Albert Whitty:
Side-view apple flower mapping using edge-based fully convolutional networks for variable rate chemical thinning. 105673 - Kaixuan Cuan, Tiemin Zhang, Junduan Huang, Cheng Fang, Yun Guan:
Detection of avian influenza-infected chickens based on a chicken sound convolutional neural network. 105688 - Gideon Okpoti Tetteh, Alexander Gocht, Christopher Conrad:
Optimal parameters for delineating agricultural parcels from satellite images based on supervised Bayesian optimization. 105696 - He Xing, Zaiman Wang, Xiwen Luo, Siyu He, Ying Zang:
Mechanism modeling and experimental analysis of seed throwing with rice pneumatic seed metering device with adjustable seeding rate. 105697 - Patrick Wspanialy, Medhat Moussa:
A detection and severity estimation system for generic diseases of tomato greenhouse plants. 105701 - Chen Peng, Stavros G. Vougioukas:
Deterministic predictive dynamic scheduling for crop-transport co-robots acting as harvesting aids. 105702 - Sergio René Araujo-Enciso, Simone Pieralli, Ignacio Pérez Domínguez:
Introducing uncertainty in a large scale agricultural economic model: A methodological overview. 105705 - Xin Chen, Bin Wang:
Invariant leaf image recognition with histogram of Gaussian convolution vectors. 105714 - Dang Quoc Thuyet, Yuichi Kobayashi, Morinobu Matsuo:
A robot system equipped with deep convolutional neural network for autonomous grading and sorting of root-trimmed garlics. 105727 - Lucas Borges Ferreira, Fernando França da Cunha:
Multi-step ahead forecasting of daily reference evapotranspiration using deep learning. 105728 - José A. Imaz, Sergio García, Luciano A. González:
Using automated in-paddock weighing to evaluate the impact of intervals between liveweight measures on growth rate calculations in grazing beef cattle. 105729 - Xiao Chen, Guoxiong Zhou, Aibin Chen, Jizheng Yi, Wenzhuo Zhang, Yahui Hu:
Identification of tomato leaf diseases based on combination of ABCK-BWTR and B-ARNet. 105730
- Chuanqi Xie, Ce Yang:
A review on plant high-throughput phenotyping traits using UAV-based sensors. 105731
- Ishfaq Ahmad, Aditya Singh, Muhammad Fahad, Muhammad Mohsin Waqas:
Remote sensing-based framework to predict and assess the interannual variability of maize yields in Pakistan using Landsat imagery. 105732 - Kongkidakhon Worasan, Kanchana Sethanan, Rapeepan Pitakaso, Karn Moonsri, Krisanarach Nitisiri:
Hybrid particle swarm optimization and neighborhood strategy search for scheduling machines and equipment and routing of tractors in sugarcane field preparation. 105733 - Jose A. Diaz-Olivares, Ines Adriaens, Els Stevens, Wouter Saeys, Ben Aernouts:
Online milk composition analysis with an on-farm near-infrared sensor. 105734 - Zhe Tang, Jialing Yang, Zhe Li, Fang Qi:
Grape disease image classification based on lightweight convolution neural networks and channelwise attention. 105735 - Isaac Pérez-Borrero, Diego Marín-Santos, Manuel Emilio Gegúndez-Arias, Estefanía Cortés-Ancos:
A fast and accurate deep learning method for strawberry instance segmentation. 105736 - Jin-Song Liu, Chang-Qing Gao, Yuan-Ji Nie, Bo Yang, Rong-Yu Ge, Zheng-He Xu:
Numerical simulation of Fertilizer Shunt-Plate with uniformity based on EDEM software. 105737 - Nicholle M. Hatton, Ajay Sharda, William Schapaugh Jr, Deon van der Merwe:
Remote thermal infrared imaging for rapid screening of sudden death syndrome in soybean. 105738 - Hui Tang, Bin Wang, Xin Chen:
Deep learning techniques for automatic butterfly segmentation in ecological images. 105739 - Abbas Haghshenas, Yahya Emam:
Green-gradient based canopy segmentation: A multipurpose image mining model with potential use in crop phenotyping and canopy studies. 105740 - Zhaoyu Zhai, José-Fernán Martínez, Néstor Lucas Martínez, Vicente Hernández Díaz:
Applying case-based reasoning and a learning-based adaptation strategy to irrigation scheduling in grape farming. 105741 - Dihua Wu, Shuaichao Lv, Mei Jiang, Huaibo Song:
Using channel pruning-based YOLO v4 deep learning algorithm for the real-time and accurate detection of apple flowers in natural environments. 105742 - Mahsa Bozorgi, Mahsa Moein, Farhad Nejadkoorki, Neda Bihamta Toosi:
Assessing the effect of water scarcity on crop selection and spatial pattern of croplands in central Iran. 105743 - Mingdong Chen, Xinting Zhai, Huan Zhang, Ranbing Yang, Dongwei Wang, Shuqi Shang:
Study on control strategy of the vine clamping conveying system in the peanut combine harvester. 105744 - Yanan Li, Zhiguo Cao, Hao Lu, Wenxia Xu:
Unsupervised domain adaptation for in-field cotton boll status identification. 105745 - Xiong Zhao, Junlin Guo, Kewei Li, Li Dai, Jianneng Chen:
Optimal design and experiment of 2-DoF five-bar mechanism for flower seedling transplanting. 105746 - Archana Chaudhary, Ramesh Thakur, Savita Kolhe, Raj Kamal:
A particle swarm optimization based ensemble for vegetable crop disease recognition. 105747 - Aharon Kalantar, Yael Edan, Amit Gur, Iftach Klapp:
A deep learning system for single and overall weight estimation of melons using unmanned aerial vehicle images. 105748 - K. SuganyaDevi, P. Srinivasan, Sivaji Bandhopadhyay:
H2K - A robust and optimum approach for detection and classification of groundnut leaf diseases. 105749 - Jie You, Wei Liu, Joonwhoan Lee:
A DNN-based semantic segmentation for detecting weed and crop. 105750 - Ángela Casado-García, Arantza del-Canto, Alvaro Sanz-Sáez, Usue Pérez-López, Amaia Bilbao-Kareaga, Felix B. Fritschi, Jon Miranda-Apodaca, Alberto Muñoz-Rueda, Anna Sillero-Martínez, Ander Yoldi-Achalandabaso, Maite Lacuesta, Jónathan Heras:
LabelStoma: A tool for stomata detection based on the YOLO algorithm. 105751 - Muhammad Abdul Munnaf, Geert Haesaert, Marc Van Meirvenne, Abdul M. Mouazen:
Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion. 105752 - Xuan Liu, Chunhua Hu, Pingping Li:
Automatic segmentation of overlapped poplar seedling leaves combining Mask R-CNN and DBSCAN. 105753 - Xudong Zhang, Xi Kang, Ningning Feng, Gang Liu:
Automatic recognition of dairy cow mastitis from thermal images by a deep learning detector. 105754 - Tarin Paz-Kagan, Ze'ev Schmilovitch, Uri Yermiyahu, Tal Rapaport, Or Sperling:
Assessing the nitrogen status of almond trees by visible-to-shortwave infrared reflectance spectroscopy of carbohydrates. 105755 - Qianjing Jiang, Zhiming Qi, Fei Tang, Lulin Xue, Melissa Bukovsky:
Modeling climate change impact on streamflow as affected by snowmelt in Nicolet River Watershed, Quebec. 105756 - Leonardo Guevara, Maciej Marcin Michalek, Fernando Alfredo Auat Cheeín:
Collision risk reduction of N-trailer agricultural machinery by off-track minimization. 105757 - Ana Paola Montoya, Felipe Andrés Obando, J. A. Osorio, J. G. Morales, Murat Kacira:
Design and implementation of a low-cost sensor network to monitor environmental and agronomic variables in a plant factory. 105758 - Evangelos Skotadis, Aris Kanaris, Evangelos Aslanidis, Panagiotis Michalis, Nikos Kalatzis, Fotis G. Chatzipapadopoulos, Nikolaos Marianos, Dimitris Tsoukalas:
A sensing approach for automated and real-time pesticide detection in the scope of smart-farming. 105759
- Yuzhen Lu, Sierra N. Young:
A survey of public datasets for computer vision tasks in precision agriculture. 105760
- He Liu, Amy R. Reibman, Jacquelyn P. Boerman:
Video analytic system for detecting cow structure. 105761 - Faezeh Motevalli-Taher, Mohammad Mahdi Paydar, Saeed Emami:
Wheat sustainable supply chain network design with forecasted demand by simulation. 105763 - Dian Rong, Haiyan Wang, Lijuan Xie, Yibin Ying, Yinsheng Zhang:
Impurity detection of juglans using deep learning and machine vision. 105764 - Huanhuan Wang, Miao Jiang, Lei Yan, Yunjun Yao, Yu Fu, Shezhou Luo, Yi Lin:
Angular effect in proximal sensing of leaf-level chlorophyll content using low-cost DIY visible/near-infrared camera. 105765 - Yan Pang, Yeyin Shi, Shancheng Gao, Feng Jiang, Arun Narenthiran Veeranampalayam Sivakumar, Laura Thompson, Joe D. Luck, Chao Liu:
Improved crop row detection with deep neural network for early-season maize stand count in UAV imagery. 105766 - Bakhtiar Karimi, Parva Mohammadi, Hadi Sanikhani, Sinan Q. Salih, Zaher Mundher Yaseen:
Modeling wetted areas of moisture bulb for drip irrigation systems: An enhanced empirical model and artificial neural network. 105767 - Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Ngai Paing Tan, Mohd Firdaus Ismail:
Hyperspectral spectroscopy and imbalance data approaches for classification of oil palm's macronutrients observed from frond 9 and 17. 105768 - Andres Fernando Jimenez Lopez, Pedro F. Cárdenas, Fabian Jimenez, Antonio Ruiz-Canales, Angel López:
A cyber-physical intelligent agent for irrigation scheduling in horticultural crops. 105777 - Efrem Yohannes Obsie, Hongchun Qu, Francis Drummond:
Wild blueberry yield prediction using a combination of computer simulation and machine learning algorithms. 105778
- Krupa Patel, Hiren B. Patel:
A state-of-the-art survey on recommendation system and prospective extensions. 105779 - Puneet Mishra, Santosh Lohumi, Haris Ahmad Khan, Alison Nordon:
Close-range hyperspectral imaging of whole plants for digital phenotyping: Recent applications and illumination correction approaches. 105780
- Daniel Perondi, Clyde W. Fraisse, Megan M. Dewdney, Vinícius Andrei Cerbaro, José H. Debastiani Andreis, André B. Gama, Geraldo J. Silva Junior, Lilian Amorim, Willingthon Pavan, Natalia Peres:
Citrus advisory system: A web-based postbloom fruit drop disease alert system. 105781 - Miguel Ángel Castillo-Martínez, Francisco J. Gallegos Funes, Blanca E. Carvajal-Gámez, Guillermo Urriolagoitia-Sosa, Alberto J. Rosales-Silva:
Color index based thresholding method for background and foreground segmentation of plant images. 105783
- Telmo De Cesaro Júnior, Rafael Rieder:
Automatic identification of insects from digital images: A survey. 105784
- Alexandre Barbosa, Naira Hovakimyan, Nicolas F. Martin:
Risk-averse optimization of crop inputs using a deep ensemble of convolutional neural networks. 105785 - Wanxue Zhu, Zhigang Sun, Ting Yang, Jing Li, Jinbang Peng, Kangying Zhu, Shiji Li, Huarui Gong, Yun Lyu, Binbin Li, Xiaohan Liao:
Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales. 105786 - Tao Cheng, Xusheng Ji, Gaoxiang Yang, Hengbiao Zheng, Jifeng Ma, Xia Yao, Yan Zhu, Weixing Cao:
DESTIN: A new method for delineating the boundaries of crop fields by fusing spatial and temporal information from WorldView and Planet satellite imagery. 105787 - Lawrence C. Ngugi, Moataz M. Abdelwahab, Mohammed Abo-Zahhad:
Tomato leaf segmentation algorithms for mobile phone applications using deep learning. 105788 - Qirui Wang, Hanping Mao, Qinglin Li:
Modelling and simulation of the grain threshing process based on the discrete element method. 105790 - Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antonio da Silva Junior, Guilherme Fernando Capristo-Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato Junior, Paulo Eduardo Teodoro, Hemerson Pistori:
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. 105791 - Zhenbo Li, Yongbo Yang, Ye Li, Ruohao Guo, Jinqi Yang, Jun Yue:
A solanaceae disease recognition model based on SE-Inception. 105792 - Ramón Salcedo, Heping Zhu, Zhihong Zhang, Zhiming Wei, Liming Chen, Erdal Ozkan, Davide Falchieri:
Foliar deposition and coverage on young apple trees with PWM-controlled spray systems. 105794 - Fernando Palacios, Gloria Bueno, Jesús Salido, María-Paz Diago, Inés Hernández, Javier Tardáguila:
Automated grapevine flower detection and quantification method based on computer vision and deep learning from on-the-go imaging using a mobile sensing platform under field conditions. 105796 - Dinko Oletic, Sabine Rosner, Monika Zovko, Vedran Bilas:
Time-frequency features of grapevine's xylem acoustic emissions for detection of drought stress. 105797 - Darren J. Murphy, B. O' Brien, Michael D. Murphy:
Development of a grass measurement optimisation tool to efficiently measure herbage mass on grazed pastures. 105799
- Manavalan Radhakrishnan:
Automatic identification of diseases in grains crops through computational approaches: A review. 105802
- Yang Li, Jing Nie, Xuewei Chao:
Do we really need deep CNN for plant diseases identification? 105803 - Nur Azuan Husin, Siti Khairunniza-Bejo, Ahmad Fikri Abdullah, Muhamad Saufi Mohd Kassim, Desa Ahmad:
Study of the oil palm crown characteristics associated with Basal Stem Rot (BSR) disease using stratification method of point cloud data. 105810 - G. V. S. Bhagya Raj, Kshirod K. Dash:
Microwave vacuum drying of dragon fruit slice: Artificial neural network modelling, genetic algorithm optimization, and kinetics study. 105814 - Lucian Simionesei, Tiago B. Ramos, Jorge Palma, Ana Rita Oliveira, Ramiro Neves:
IrrigaSys: A web-based irrigation decision support system based on open source data and technology. 105822
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