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Computers and Electronics in Agriculture, Volume 167
Volume 167, December 2019
- Jinya Su
, Cunjia Liu, Xiaoping Hu
Spatio-temporal monitoring of wheat yellow rust using UAV multispectral imagery. - Michael Friedrich Tröster
Effects of application costs on fertilizer application strategy. - Xiaoling Deng, Zixiao Huang, Zheng Zheng, Yubin Lan, Fen Dai:
Field detection and classification of citrus Huanglongbing based on hyperspectral reflectance. - Yingshu Peng, Yi Wang:
Real-time forest smoke detection using hand-designed features and deep learning. - Amanda M. Egert-McLean
Automated system for characterizing short-term feeding behavior and real-time forestomach motility in cattle. - Zongmei Gao, Yanru Zhao, Lav R. Khot
Optical sensing for early spring freeze related blueberry bud damage detection: Hyperspectral imaging for salient spectral wavelengths identification. - Lin Yuan, Peng Yan, Wenyan Han, Yanbo Huang, Bin Wang, Jingcheng Zhang, Haibo Zhang, Zhiyan Bao:
Detection of anthracnose in tea plants based on hyperspectral imaging. - Zhun Cheng
A new non-geometric transmission parameter optimization design method for HMCVT based on improved GA and maximum transmission efficiency. - Khabat Khosravi
Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq. - Longhuan Du, Li Yang, Chaowu Yang
Investigation of bio-aerosol dispersion in a tunnel-ventilated poultry house. - Reza Mohammadikia
Design of an interval type-2 fractional order fuzzy controller for a tractor active suspension system. - Xiaohe Gu, Yancang Wang, Qian Sun, Guijun Yang
Hyperspectral inversion of soil organic matter content in cultivated land based on wavelet transform. - Aqing Yang, Huasheng Huang, Xiaofan Yang, Shimei Li, Changxin Chen, Haiming Gan
Automated video analysis of sow nursing behavior based on fully convolutional network and oriented optical flow. - Tianxiang Zhang, Jinya Su
Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images. - Damian Bienkowski, Matt J. Aitkenhead
Detection and differentiation between potato (Solanum tuberosum) diseases using calibration models trained with non-imaging spectrometry data. - Aaron P. Turner, Michael P. Sama
A discrete event simulation model for analysis of farm scale grain transportation systems. - Aleksandra Woszczyk
An open-ended probe with an antenna for the measurement of the water content in the soil. - Muhammad Nurfaiz Abd. Kharim
Droplet deposition density of organic liquid fertilizer at low altitude UAV aerial spraying in rice cultivation. - Tyler J. Nigon
Computing uncertainty in the optimum nitrogen rate using a generalized cost function. - Lanhui Fu, Jieli Duan, Xiangjun Zou
Banana detection based on color and texture features in the natural environment. - Mert Dedeoglu
Generating of land suitability index for wheat with hybrid system aproach using AHP and GIS. - Holly Cuthbertson
Methodology for data processing and analysis techniques of infrared video thermography used to measure cattle temperature in real time. - Wenhan Zheng, Yu Jiang, Xu Ma, Long Qi
Development of a liquid-jet nozzle for fertilizer injection in paddy fields using CFD. - Roman Stopa
Modeling with the finite element method the influence of shaped elements of loading components on the surface pressure distribution of carrot roots. - Brahim Achour
Unsupervised automated monitoring of dairy cows' behavior based on Inertial Measurement Unit attached to their back. - Irina Torres
Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging. - Libo Zhang, Liangju Wang
Leaf Scanner: A portable and low-cost multispectral corn leaf scanning device for precise phenotyping. - Qing Gu, Li Sheng, Tianhao Zhang, Yuwen Lu, Zhijun Zhang, Kefeng Zheng, Hao Hu, Hongkui Zhou:
Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms. - Bianca Batista Barreto, Raphael Henrique da Silva Siqueira
Development of an optical technique for characterizing presence of soil surface crusts. - Pedro Lucas França Albuquerque, Vanir Garcia, Adair da Silva Oliveira Junior, Tiago Lewandowski, Carrick Detweiler, Ariadne Barbosa Gonçalves, Celso Soares Costa
Automatic live fingerlings counting using computer vision. - Sanabel Abu Jwade, Andrew Guzzomi
On farm automatic sheep breed classification using deep learning. - Regiane Souza Vilanova, Sidney Sara Zanetti, Roberto Avelino Cecílio:
Assessing combinations of artificial neural networks input/output parameters to better simulate daily streamflow: Case of Brazilian Atlantic Rainforest watersheds. - Barry Watkins, Adriaan Van Niekerk
Automating field boundary delineation with multi-temporal Sentinel-2 imagery. - Cristina Rusu, Anatol Krozer
Miniaturized wireless water content and conductivity soil sensor system. - Hafiz Tayyab Rauf
Visual features based automated identification of fish species using deep convolutional neural networks. - Sheng Wen, Ningwen Shen, Jiantao Zhang, Yubin Lan, Jie Han, Xuanchun Yin, Quanyong Zhang, Yufeng Ge:
Single-rotor UAV flow field simulation using generative adversarial networks. - Colin Gilmore, Mohammad Asefi, Kyle Nemez, Jitendra Paliwal
Three dimensional radio-frequency electromagnetic imaging of an in-bin grain conditioning process. - Juliana Mariana Macedo Araujo, Zélia Myriam Assis Peixoto
A new proposal for automatic identification of multiple soybean diseases. - Jiqin Zhang, Gang Liu, Chengming Luo
MOEA/D-DE based bivariate control sequence optimization of a variable-rate fertilizer applicator. - Pengfei He, Jing Li
Using hybrid algorithm to reduce non-working distance in intra- and inter-field logistics simultaneously for heterogeneous harvesters. - José Luis Vázquez-Burgos, José Juan Carbajal Hernández, Luis Pastor Sánchez-Fernández
An Analytical Hierarchy Process to manage water quality in white fish (Chirostoma estor estor) intensive culture. - Håkon Måløy, Agnar Aamodt, Ekrem Misimi
A spatio-temporal recurrent network for salmon feeding action recognition from underwater videos in aquaculture. - Alwaseela Abdalla, Haiyan Cen, Liang Wan
Fine-tuning convolutional neural network with transfer learning for semantic segmentation of ground-level oilseed rape images in a field with high weed pressure. - Artzai Picón, Maximiliam Seitz, Aitor Alvarez-Gila, Patrick Mohnke, Amaia Ortiz-Barredo
Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions. - Nicholle M. Hatton, Ethan Menke, Ajay Sharda, Deon van der Merwe, William Schapaugh Jr
Assessment of sudden death syndrome in soybean through multispectral broadband remote sensing aboard small unmanned aerial systems. - Florian Johannes Knoll, Vitali Czymmek, Leif O. Harders, Stephan Hussmann:
Real-time classification of weeds in organic carrot production using deep learning algorithms. - L. Josué Méndez-Vázquez, Andrés Lira-Noriega
Delineation of site-specific management zones for pest control purposes: Exploring precision agriculture and species distribution modeling approaches.
- Peng-Fei Zhao, Yongqian Wang, Shixian Yan, Li-Feng Fan
Electrical imaging of plant root zone: A review. - Jesus René Villalobos
Research directions in technology development to support real-time decisions of fresh produce logistics: A review and research agenda.
- Rafael Henrique Pertille
An R package to quantify different chilling and heat models for temperate fruit trees.
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