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Computers and Electronics in Agriculture, Volume 155
Volume 155, December 2018
- Daniel Dooyum Uyeh
, Rammohan Mallipeddi
Interactive livestock feed ration optimization using evolutionary algorithms. 1-11 - J. Rodriguez Alvarez
Body condition estimation on cows from depth images using Convolutional Neural Networks. 12-22 - Xiaona Li, Jichao Huang
Determination of soluble solid content in multi-origin 'Fuji' apples by using FT-NIR spectroscopy and an origin discriminant strategy. 23-31 - Jason Sun, Rainer Künnemeyer
Investigations of optical geometry and sample positioning in NIRS transmittance for detecting vascular browning in apples. 32-40 - Amarendra Goap, Deepak Sharma, A. K. Shukla, C. Rama Krishna:
An IoT based smart irrigation management system using Machine learning and open source technologies. 41-49 - Olutobi Adeyemi, Ivan Grove, Sven Peets, Yuvraj Domun, Tomas Norton
Dynamic modelling of lettuce transpiration for water status monitoring. 50-57 - Se-Woon Hong
SAAS, a computer program for estimating pesticide spray efficiency and drift of air-assisted pesticide applications. 58-68 - Olga Chambers, Aleksander Sesek, Rok Razman, Jurij F. Tasic, Janez Trontelj:
Fertiliser characterisation using optical and electrical impedance methods. 69-75 - Justin R. Merz
Hybrid Poplar based Biorefinery Siting Web Application (HP-BiSWA): An online decision support application for siting hybrid poplar based biorefineries. 76-83 - Lorenzo Comba
Unsupervised detection of vineyards by 3D point-cloud UAV photogrammetry for precision agriculture. 84-95 - Jennifer Mack
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor. 96-102
- Rohit Sharma
Big GIS analytics framework for agriculture supply chains: A literature review identifying the current trends and future perspectives. 103-120
- Xiaodong Zhai, Ibrahim Denka Kariyama, Binxin Wu:
Investigation of the effect of intermittent minimal mixing intensity on methane production during anaerobic digestion of dairy manure. 121-129 - Mrunalini R. Badnakhe, Surya S. Durbha, Jagarlapudi Adinarayana, Rajendra M. Gade
Evaluation of Citrus Gummosis disease dynamics and predictions with weather and inversion based leaf optical model. 130-141 - Paloma de Palacios
Study of the influence of the physical properties of particleboard type P2 on the internal bond of panels using artificial neural networks. 142-149 - Shanwen Zhang, Chuanlei Zhang, Wenzhun Huang:
Integrating leaf and flower by local discriminant CCA for plant species recognition. 150-156 - Jinya Su
Wheat yellow rust monitoring by learning from multispectral UAV aerial imagery. 157-166 - Meriam Hammouda, Jacques Wery, Thierry Darbin, Hatem Belhouchette
Agricultural Activity concept for simulating strategic agricultural production decisions: Case study of weed resistance to herbicide treatments in South-West France. 167-179 - A. H. Stygar, Anders Ringgaard Kristensen
Detecting abnormalities in pigs' growth - A dynamic linear model with diurnal growth pattern for identified and unidentified pigs. 180-189 - Kyle F. Coble, Mariana B. Menegat, Jason S. Bergtold, Steve S. Dritz, Mike D. Tokach, Joel M. DeRouchey, Robert D. Goodband, Jason C. Woodworth:
Using network flow modeling to determine pig flow in a commercial production system. 190-202 - Jaafar Abdulridha
Evaluating the performance of spectral features and multivariate analysis tools to detect laurel wilt disease and nutritional deficiency in avocado. 203-211 - Panagiotis Tsakanikas
A unified spectra analysis workflow for the assessment of microbial contamination of ready-to-eat green salads: Comparative study and application of non-invasive sensors. 212-219 - Muhammad Attique Khan
CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN features. 220-236 - Mohamed Kerkech, Adel Hafiane
Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images. 237-243 - Xiaolong Deng, Yingtong Dou, Dawei Hu:
Robust closed-loop control of vegetable production in plant factory. 244-250 - Lina Wang, Haihui Zhang:
An adaptive fuzzy hierarchical control for maintaining solar greenhouse temperature. 251-256
- Dhivya Elavarasan
Forecasting yield by integrating agrarian factors and machine learning models: A survey. 257-282
- S. M. Shafaei, Mohammad Loghavi, S. Kamgar:
An extensive validation of computer simulation frameworks for neural prognostication of tractor tractive efficiency. 283-297 - Alexander Wendel, James Patrick Underwood
Maturity estimation of mangoes using hyperspectral imaging from a ground based mobile platform. 298-313 - Krzysztof Przybyl, Jolanta Gawalek
Artificial neural networks and electron microscopy to evaluate the quality of fruit and vegetable spray-dried powders. Case study: Strawberry powder. 314-323 - Louis Kouadio
Artificial intelligence approach for the prediction of Robusta coffee yield using soil fertility properties. 324-338 - Mingzhou Lu
An automatic ear base temperature extraction method for top view piglet thermal image. 339-347 - Martin John Oates, Patrick Fox, Lucia Sanchez-Rodriguez
DFT based classification of olive oil type using a sinusoidally heated, low cost electronic nose. 348-358 - Yi Wang
Citrus ontology development based on the eight-point charter of agriculture. 359-370 - Xinhua Jiang, Heru Xue, Lina Zhang, Xiaojing Gao, Guodong Wu, Jie Bai:
Nondestructive detection of chilled mutton freshness based on multi-label information fusion and adaptive BP neural network. 371-377 - N. P. Kirillova, J. Grauer-Gray, Alfred E. Hartemink
New perspectives to use Munsell color charts with electronic devices. 378-385 - Jing Zhang, Long He, Manoj Karkee
Branch detection for apple trees trained in fruiting wall architecture using depth features and Regions-Convolutional Neural Network (R-CNN). 386-393 - Lech Adamczak
The use of 3D scanning to determine the weight of the chicken breast. 394-399 - Farangis Khosro Anjom, Stavros G. Vougioukas
Development and application of a strawberry yield-monitoring picking cart. 400-411
- Thi Thanh-Nhan Nguyen, Thi-Lan Le, Hai Vu
Crowdsourcing for botanical data collection towards to automatic plant identification: A review. 412-425
- Liwen Gao, Xiaohua Lin:
A method for accurately segmenting images of medicinal plant leaves with complex backgrounds. 426-445 - María-Teresa Sánchez, José-Antonio Entrenas, Irina Torres
Monitoring texture and other quality parameters in spinach plants using NIR spectroscopy. 446-452 - Qiumei Yang, Deqin Xiao, Sicong Lin:
Feeding behavior recognition for group-housed pigs with the Faster R-CNN. 453-460 - Junhua Tong, Hufeng Shi, Chuanyu Wu, Huanyu Jiang, Taiwei Yang
Skewness correction and quality evaluation of plug seedling images based on Canny operator and Hough transform. 461-472 - Manav Mehra
IoT based hydroponics system using Deep Neural Networks. 473-486
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