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Computers and Electronics in Agriculture, Volume 156
Volume 156, January 2019
- Muhammad Moshiur Rahman
, David W. Lamb
Reducing the influence of solar illumination angle when using active optical sensor derived NDVIAOS to infer fAPAR for spring wheat (Triticum aestivum L.). 1-9 - Mojtaba Naderi-Boldaji
A mechanical-dielectric-high frequency acoustic sensor fusion for soil physical characterization. 10-23 - Qingyuan Zhu
Multi-sensor based attitude prediction for agricultural vehicles. 24-32 - Ariadna Yáñez-Pizaña, Daniel Mota-Rojas
Application of infrared thermography to assess the effect of different types of environmental enrichment on the ocular, auricular pavilion and nose area temperatures of weaned piglets. 33-42 - Peilin Li
A new method to analyse the soil movement during tillage operations using a novel digital image processing algorithm. 43-50 - Bashar Elnashef
Tensor-based classification and segmentation of three-dimensional point clouds for organ-level plant phenotyping and growth analysis. 51-61 - Daniel Perondi
Crop season planning tool: Adjusting sowing decisions to reduce the risk of extreme weather events. 62-70 - Sanjeev Gangadharan, Thomas F. Burks, John K. Schueller:
A comparison of approaches for citrus canopy profile generation using ultrasonic and Leddar® sensors. 71-83 - Yang Li, Jin Yuan
Spraying strategy optimization with genetic algorithm for autonomous air-assisted sprayer in Chinese heliogreenhouses. 84-95 - Xanthoula Eirini Pantazi, Dimitrios Moshou
Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers. 96-104 - Xiaoman Cao, Xiangjun Zou
RRT-based path planning for an intelligent litchi-picking manipulator. 105-118 - Mohsen Azadbakht
Wheat leaf rust detection at canopy scale under different LAI levels using machine learning techniques. 119-128 - Qiwen Qiu
An innovative tomographic technique integrated with acoustic-laser approach for detecting defects in tree trunk. 129-137 - Evan Henry
Precision apiculture: Development of a wireless sensor network for honeybee hives. 138-144 - Juan J. Monge
Geographically-explicit, dynamic partial equilibrium model of regional primary value chains - Mathematical formulation and application to forestry in the Northland region of New Zealand. 145-158 - Saleh Shahinfar
Prediction of sheep carcass traits from early-life records using machine learning. 159-177 - Xiaoqiang Du
Design and experiment of vibratory harvesting mechanism for Chinese hickory nuts based on orthogonal eccentric masses. 178-186 - Walter Maldonado Júnior, Taynara Tuany Borges Valeriano, Glauco de Souza Rolim
EVAPO: A smartphone application to estimate potential evapotranspiration using cloud gridded meteorological data from NASA-POWER system. 187-192 - Lauren R. Williams, David R. Fox, Greg Bishop-Hurley
Use of radio frequency identification (RFID) technology to record grazing beef cattle water point use. 193-202
- Jin Xu, Fang Dai, Yuhui Xu, Changhui Yao, Chendan Li
Wireless power supply technology for uniform magnetic field of intelligent greenhouse sensors. 203-208 - Yueming Wang, Weiliang Xue, Yunhai Ma, Jin Tong, Xianping Liu, Jiyu Sun:
DEM and soil bin study on a biomimetic disc furrow opener. 209-216 - Jiahao Cai, Deqin Xiao, Lishan Lv, Yaowen Ye:
An early warning model for vegetable pests based on multidimensional data. 217-226 - Ahmed Abed Gatea Al-Shammary, Abbas Z. Kouzani, Thamir R. Saeed, Jesús Rodrigo-Comino
A new digital electromechanical system for measurement of soil bulk density. 227-242 - Yongqian Wang, Peng-Fei Zhao, Li-Feng Fan
Determination of water content and characteristic analysis in substrate root zone by electrical impedance spectroscopy. 243-253 - Linfang Xiao
Behavior-induced health condition monitoring of caged chickens using binocular vision. 254-262 - Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer
Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks. 263-274 - Sebastián Fuentealba, Lorena Pradenas
Forest harvest and sawmills: An integrated tactical planning model. 275-281 - Rafael Cesar Tieppo
Modeling cost and energy demand in agricultural machinery fleets for soybean and maize cultivated using a no-tillage system. 282-292 - Annalisa Milella, Roberto Marani
In-field high throughput grapevine phenotyping with a consumer-grade depth camera. 293-306 - Wesley Nascimento Guedes, Fabíola Manhas Verbi Pereira
Raw sugarcane classification in the presence of small solid impurity amounts using a simple and effective digital imaging system. 307-311 - Dimas Samid Leme, Sabrina Alves da Silva, Bruno Henrique Groenner Barbosa
Recognition of coffee roasting degree using a computer vision system. 312-317 - Abbas Haghshenas, Yahya Emam
Image-based tracking of ripening in wheat cultivar mixtures: A quantifying approach parallel to the conventional phenology. 318-333 - Caetano Haberli Junior, Tiago Oliveira
The adoption stages (Evaluation, Adoption, and Routinisation) of ERP systems with business analytics functionality in the context of farms. 334-348 - Libo Zhang, Hideki Maki, Dongdong Ma, José A. Sánchez-Gallego, Michael V. Mickelbart, Liangju Wang
Optimized angles of the swing hyperspectral imaging system for single corn plant. 349-359 - Lucas Abreu da Silva, Patrik Olã Bressan, Diogo Nunes Gonçalves, Daniel Matte Freitas, Bruno Brandoli Machado, Wesley Nunes Gonçalves:
Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. 360-368 - Enes Yigit
A study on visual features of leaves in plant identification using artificial intelligence techniques. 369-377 - M. P. Rico-Fernández, Reyes Rios-Cabrera, Mario Castelán
A contextualized approach for segmentation of foliage in different crop species. 378-386 - Mandeep Kaur Saggi
Reference evapotranspiration estimation and modeling of the Punjab Northern India using deep learning. 387-398 - Chen Shi, Jianlong Zhang, Guanghui Teng:
Mobile measuring system based on LabVIEW for pig body components estimation in a large-scale farm. 399-405 - Jean-Claude Bizimana, James W. Richardson:
Agricultural technology assessment for smallholder farms: An analysis using a farm simulation model (FARMSIM). 406-425 - James Bevington, Elia Scudiero
Factorial kriging analysis leverages soil physical properties and exhaustive data to predict distinguished zones of hydraulic properties. 426-438 - David E. Amrine, Jiena G. McLellan, Brad J. White
Evaluation of three classification models to predict risk class of cattle cohorts developing bovine respiratory disease within the first 14 days on feed using on-arrival and/or pre-arrival information. 439-446 - Xiaomin Chang, Zhanyi Gao, Shaoli Wang, Haorui Chen
Modelling long-term soil salinity dynamics using SaltMod in Hetao Irrigation District, China. 447-458
- Christiane Bahlo
The role of interoperable data standards in precision livestock farming in extensive livestock systems: A review. 459-466 - Jirapond Muangprathub
IoT and agriculture data analysis for smart farm. 467-474 - Abozar Nasirahmadi
Automatic scoring of lateral and sternal lying posture in grouped pigs using image processing and Support Vector Machine. 475-481 - Junxu Chen, Fan Li, Rui Wang, Yuanfang Fan, Muhammad Ali Raza
Estimation of nitrogen and carbon content from soybean leaf reflectance spectra using wavelet analysis under shade stress. 482-489 - Jaromir Przybylo
Using Deep Convolutional Neural Network for oak acorn viability recognition based on color images of their sections. 490-499 - Doko Bandur, Branimir Jaksic
An analysis of energy efficiency in Wireless Sensor Networks (WSNs) applied in smart agriculture. 500-507 - M. Breen, John Upton, Michael D. Murphy
Development of a discrete infrastructure optimization model for economic assessment on dairy farms (DIOMOND). 508-522 - Hasan Seyyedhasani, Joseph S. Dvorak
Routing algorithm selection for field coverage planning based on field shape and fleet size. 523-529 - S. Rajeswari, K. Suthendran
C5.0: Advanced Decision Tree (ADT) classification model for agricultural data analysis on cloud. 530-539 - Tina Hitz, Michael Henke
Three-dimensional simulation of light spectrum and intensity within an LED growth chamber. 540-548 - Jaafar Abdulridha, Reza Ehsani, Amr H. Abd-Elrahman
A remote sensing technique for detecting laurel wilt disease in avocado in presence of other biotic and abiotic stresses. 549-557 - Dario Pietro Cavallo, Maria Cefola, Bernardo Pace
Non-destructive and contactless quality evaluation of table grapes by a computer vision system. 558-564 - Ke Wang, Dehai Zhu, Hao Guo
Automated calculation of heart girth measurement in pigs using body surface point clouds. 565-573 - H. Majdi, Javad Abolfazli Esfahani
Optimization of convective drying by response surface methodology. 574-584 - Tanzeel U. Rehman
Current and future applications of statistical machine learning algorithms for agricultural machine vision systems. 585-605 - Philippe Jacquin, Frédéric Mothe, Fleur Longuetaud
CarDen: A software for fast measurement of wood density on increment cores by CT scanning. 606-617 - Ashfaqur Rahman
Identification of variables affecting production outcome in prawn ponds: A machine learning approach. 618-626 - Ayoub Jafari Malekabadi
Disparity map computation of tree using stereo vision system and effects of canopy shapes and foliage density. 627-644 - Corentin Leroux, Hazaël Jones, Anthony Clenet, Bruno Tisseyre:
Knowledge discovery and unsupervised detection of within-field yield defective observations. 645-659 - Dae-Hyun Jung
Validation testing of an ion-specific sensing and control system for precision hydroponic macronutrient management. 660-668 - Xiaoguang Dong
Maintaining the predictive abilities of egg freshness models on new variety based on VIS-NIR spectroscopy technique. 669-676 - Tingting Chen, Jialei Zhang, Yong Chen, Shubo Wan, Lei Zhang:
Detection of peanut leaf spots disease using canopy hyperspectral reflectance. 677-683 - Teodoro Semeraro
Modelling fuzzy combination of remote sensing vegetation index for durum wheat crop analysis. 684-692 - Damian Schulze-Brüninghoff
Methods for LiDAR-based estimation of extensive grassland biomass. 693-699
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