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ORCIDComputers and Electronics in Agriculture, Volume 169
Volume 169, February 2020
- Yaoguang Wei, Qiong Wei, Dong An:
Intelligent monitoring and control technologies of open sea cage culture: A review. 105119
- Jie Hu, Jiacheng He, Yang Wang, Yanping Wu, Chang Chen, Zhenyu Ren, Xiaoxian Li, Shiji Shi, Yipeng Du, Peixiang He:
Design and study on lightweight organic fertilizer distributor. 105149 - Piotr Zapotoczny
, Jacek Reiner, Mariusz Mrzyglód, Piotr Lampa:
The use of polarized light and image analysis in evaluations of the severity of fungal infection in barley grain. 105154 - Rodrigo da Rosa Righi, Guilherme Goldschmidt, Rafael Kunst, Cássio Deon, Cristiano André da Costa:
Towards combining data prediction and internet of things to manage milk production on dairy cows. 105156 - Alessandra Calegari da Silva, Robson André Armindo, Celso Luiz Prevedello:
Splintex 2.0: A physically-based model to estimate water retention and hydraulic conductivity parameters from soil physical data. 105157 - Peter Berk, Denis Stajnko, Ales Belsak, Marko Hocevar:
Digital evaluation of leaf area of an individual tree canopy in the apple orchard using the LIDAR measurement system. 105158 - Zhonglin Wang, Junxu Chen, Yuanfang Fan, Yajiao Cheng, Xiaoling Wu, Jiawei Zhang, Beibei Wang, Xiaochun Wang, Taiwen Yong, Weiguo Liu, Jiang Liu, Junbo Du, Wenyu Yang, Feng Yang:
Evaluating photosynthetic pigment contents of maize using UVE-PLS based on continuous wavelet transform. 105160 - Antonio Rafael Braga, Danielo G. Gomes, Richard Rogers, Edgar E. Hassler, Breno M. Freitas, Joseph A. Cazier:
A method for mining combined data from in-hive sensors, weather and apiary inspections to forecast the health status of honey bee colonies. 105161 - José G. M. Esgario, Renato A. Krohling, Jose A. Ventura:
Deep learning for classification and severity estimation of coffee leaf biotic stress. 105162
- Sarah Valentin, Elena Arsevska, Sylvain Falala, Jocelyn De Goër, Renaud Lancelot, Alizé Mercier, Julien Rabatel, Mathieu Roche:
PADI-web: A multilingual event-based surveillance system for monitoring animal infectious diseases. 105163
- Mmamokoma Grace Maponya, Adriaan Van Niekerk, Zama Eric Mashimbye:
Pre-harvest classification of crop types using a Sentinel-2 time-series and machine learning. 105164 - Jordi Gené-Mola, Ricardo Sanz-Cortiella, Joan Ramón Rosell-Polo, Josep Ramon Morros, Javier Ruiz Hidalgo, Verónica Vilaplana, Eduard Gregorio-Lopez:
Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry. 105165 - Chen Chen, Weixing Zhu, Juan P. Steibel, Janice M. Siegford, Kaitlin Wurtz, Junjie Han, Tomas Norton:
Recognition of aggressive episodes of pigs based on convolutional neural network and long short-term memory. 105166 - Alexander Kocian, Daniele Massa, Samantha Cannazzaro, Luca Incrocci, Sara Di Lonardo, Paolo Milazzo, Stefano Chessa:
Dynamic Bayesian network for crop growth prediction in greenhouses. 105167 - Huseyin Kursat Celik, Nuri Caglayan, Mehmet Topakci, Allan E. W. Rennie, Ibrahim Akinci:
Strength-based design analysis of a Para-Plow tillage tool. 105168 - Fangming Deng, Pengqi Zuo, Kaiyun Wen, Xiang Wu:
Novel soil environment monitoring system based on RFID sensor and LoRa. 105169 - Weibo Ren, Jingqian Wen, Yaoguang Hu, Jinliang Li:
Maintenance service network redesign for geographically distributed moving assets using NSGA-II in agriculture. 105170 - Argyrios Samourkasidis, Ioannis N. Athanasiadis:
A semantic approach for timeseries data fusion. 105171 - Zhengyong Zhao, Qi Yang, Dongxiao Sun, Xiaogang Ding, Fan-Rui Meng:
Extended model prediction of high-resolution soil organic matter over a large area using limited number of field samples. 105172 - Ranjeeta Adhikari, Cheng Li, Kirby Kalbaugh, Krishna Nemali:
A low-cost smartphone controlled sensor based on image analysis for estimating whole-plant tissue nitrogen (N) content in floriculture crops. 105173 - Yanfen Li, Hanxiang Wang, L. Minh Dang, Abolghasem Sadeghi-Niaraki, Hyeonjoon Moon:
Crop pest recognition in natural scenes using convolutional neural networks. 105174 - Eloise S. Fogarty, Dave L. Swain, Greg Cronin, Luis E. Moraes, Mark G. Trotter:
Behaviour classification of extensively grazed sheep using machine learning. 105175
- Steffen Küster, Matthias Kardel, Stefanie Ammer, Johannes Bruenger, Reinhard Koch, Imke Traulsen:
Usage of computer vision analysis for automatic detection of activity changes in sows during final gestation. 105177
- Yingqi Peng, Naoshi Kondo, Tateshi Fujiura, Tetsuhito Suzuki, Otieno Samuel Ouma, Wulandari, Hidetsugu Yoshioka, Erina Itoyama:
Dam behavior patterns in Japanese black beef cattle prior to calving: Automated detection using LSTM-RNN. 105178 - Lucile Riaboff, Sylvain Poggi, Aurélien Madouasse, Sébastien Couvreur, Sébastien Aubin, Nicolas Bédère, Etienne Goumand, Alain Chauvin, Guy Plantier:
Development of a methodological framework for a robust prediction of the main behaviours of dairy cows using a combination of machine learning algorithms on accelerometer data. 105179 - Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Jingqi Zhang, Hongmei Li:
An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China. 105180 - Cuixiao Liang, Juntao Xiong, Zhenhui Zheng, Zhuo Zhong, Zhonghang Li, Shumian Chen, Zhen-Gang Yang:
A visual detection method for nighttime litchi fruits and fruiting stems. 105192 - Daniel Warner, Elsa Vasseur, Daniel M. Lefebvre, René Lacroix:
A machine learning based decision aid for lameness in dairy herds using farm-based records. 105193 - Carlos Antonio da Silva Junior, Antonio Hérbete Sousa Leonel-Junior, Fernando Saragosa Rossi, Washington Luiz Félix Correia Filho, Dimas de Barros Santiago, José Francisco de Oliveira-Júnior, Paulo Eduardo Teodoro, Mendelson Lima, Guilherme Fernando Capristo-Silva:
Mapping soybean planting area in midwest Brazil with remotely sensed images and phenology-based algorithm using the Google Earth Engine platform. 105194 - Jorge A. Delgado, James C. Ascough II, Nathan Lighthart, Donna Neer:
Potential use of a new nitrogen trading tool to assess nitrogen management practices to protect groundwater quality. 105195 - Junhwan Kim, Jinew Park, Shinwoo Hyun, David H. Fleisher, Kwang Soo Kim:
Development of an automated gridded crop growth simulation support system for distributed computing with virtual machines. 105196 - Carlos Pérez-Vidal, Luis Gracia:
Computer based production of Saffron (Crocus sativus L.): From mechanical design to electronic control. 105198 - Jooseon Oh, Kyujeong Choi, Gwan-hee Son, Young-Jun Park, Young-Sun Kang, Young-Joo Kim:
Flow analysis inside tractor cabin for determining air conditioner vent location. 105199 - Elison Alfeu Lins, João Pedro Mazuco Rodriguez, Sandy Ismael Scoloski, Juliana Pivato, Marília Balotin Lima, José Maurício Cunha Fernandes, Paulo Roberto Valle da Silva Pereira, Douglas Lau, Rafael Rieder:
A method for counting and classifying aphids using computer vision. 105200 - Daniel Riehle, David Reiser, Hans W. Griepentrog:
Robust index-based semantic plant/background segmentation for RGB- images. 105201 - Josh Barnett, Mike Duke, Chi Kit Au, Shen Hin Lim:
Work distribution of multiple Cartesian robot arms for kiwifruit harvesting. 105202 - Shuangping Huang, Sihang Wu, Chao Sun, Xu Ma, Yu Jiang, Long Qi:
Deep localization model for intra-row crop detection in paddy field. 105203 - Xin Jin, Yanwei Yuan, Jiangtao Ji, Kaixuan Zhao, Mingyong Li, Kaikang Chen:
Design and implementation of anti-leakage planting system for transplanting machine based on fuzzy information. 105204 - Jonas Meier, Wolfram Mauser, Tobias Hank, Heike Bach:
Assessments on the impact of high-resolution-sensor pixel sizes for common agricultural policy and smart farming services in European regions. 105205 - Zhijun Chen, Shijun Sun, Yixin Wang, Qiuyao Wang, Xudong Zhang:
Temporal convolution-network-based models for modeling maize evapotranspiration under mulched drip irrigation. 105206 - Zhengmin Wu, Kun Luo, Chengmao Cao, Guangzong Liu, Errui Wang, Wenbao Li:
Fast location and classification of small targets using region segmentation and a convolutional neural network. 105207 - Momtaz Isaak, Azmi Yahya, Muhammad Razif, Nazmi Mat:
Mechanization status based on machinery utilization and workers' workload in sweet corn cultivation in Malaysia. 105208 - Liangju Wang, Jian Jin, Zhihang Song, Jialei Wang, Libo Zhang, Tanzeel U. Rehman, Dongdong Ma, Neal R. Carpenter, Mitchell R. Tuinstra:
LeafSpec: An accurate and portable hyperspectral corn leaf imager. 105209 - Anh Tuan Le, Yang Wang, Liang Wang, Van Chuong Ta, Daoliang Li:
Numerical investigation on a low energy-consumption heating method for recirculating aquaponic systems. 105210 - Guangpeng Fan, Wenxin Feng, Feixiang Chen, Danyu Chen, Yanqi Dong, Zhiming Wang:
Measurement of volume and accuracy analysis of standing trees using Forest Survey Intelligent Dendrometer. 105211 - Puneet Singh, Amit Chatterjee, Vimal Bhatia, Shashi Prakash:
Application of laser biospeckle analysis for assessment of seed priming treatments. 105212 - Rui Shi, Tianxing Li, Yasushi Yamaguchi:
An attribution-based pruning method for real-time mango detection with YOLO network. 105214 - João Paulo Lemos Escola, Rodrigo Capobianco Guido, Ivan Nunes da Silva, Alexandre Moraes Cardoso, Douglas Henrique Bottura Maccagnan, Artur Kenzo Dezotti:
Automated acoustic detection of a cicadid pest in coffee plantations. 105215
- Guoqiang Ren, Tao Lin, Yibin Ying, Girish Chowdhary, K. C. Ting:
Agricultural robotics research applicable to poultry production: A review. 105216
- Xiaogang Ding, Zhengyong Zhao, Qi Yang, Lina Chen, Qiuyan Tian, Xiaochuan Li, Fan-Rui Meng:
Model prediction of depth-specific soil texture distributions with artificial neural network: A case study in Yunfu, a typical area of Udults Zone, South China. 105217 - Juliana de Souza Granja Barros, Tárcio André dos Santos Barros, Flavio José de Oliveira Morais, Karina Sartor, Luiz Antonio Rossi:
Proposal of LED-based linear lighting systems with low power consumption and high light distribution for laying hens. 105218 - Amiratul Diyana Amirruddin, Farrah Melissa Muharam, Mohd Hasmadi Ismail, Mohd Firdaus Ismail, Ngai Paing Tan, Daljit Singh Karam:
Hyperspectral remote sensing for assessment of chlorophyll sufficiency levels in mature oil palm (Elaeis guineensis) based on frond numbers: Analysis of decision tree and random forest. 105221 - Fangyuan Wang, Rujing Wang, Chengjun Xie, Po Yang, Liu Liu:
Fusing multi-scale context-aware information representation for automatic in-field pest detection and recognition. 105222 - Hengbiao Zheng, Xiang Zhou, Jiaoyang He, Xia Yao, Tao Cheng, Yan Zhu, Weixing Cao, Yongchao Tian:
Early season detection of rice plants using RGB, NIR-G-B and multispectral images from unmanned aerial vehicle (UAV). 105223 - Qianying Yi, Guoqiang Zhang, Hao Li, Xiaoshuai Wang, David Janke, Barbara Amon, Sabrina Hempel, Thomas Amon:
Estimation of opening discharge coefficient of naturally ventilated dairy buildings by response surface methodology. 105224 - Yevgeniya Orlova, Raphael Linker, Boris Spektor:
Forecasting the potential of apple fruitlet drop by in-situ Vis-NIR spectroscopy. 105225 - Qizhi Yang, Guanlong Huang, Xinyi Shi, Mingsheng He, Ibrar Ahmad, Xiaoqi Zhao, M. Addy:
Design of a control system for a mini-automatic transplanting machine of plug seedling. 105226 - Aitazaz Ahsan Farooque, Fahad S. Khan, Qamar U. Zaman, T. J. Easu, Arnold W. Schumann:
Estimation of water table depth using DUALEM-2 system. 105227 - Juan Liao, Ying Zang, Xiwen Luo, Zhiyan Zhou, Yu Zang, Pei Wang, Andrew John Hewitt:
The relations of leaf area index with the spray quality and efficacy of cotton defoliant spraying using unmanned aerial systems (UASs). 105228 - Yaochi Zhao, Shiguang Liu, Zhuhua Hu, Yong Bai, Chong Shen, Xuequn Shi:
Separate degree based Otsu and signed similarity driven level set for segmenting and counting anthrax spores. 105230 - Qiang Fu, Weizheng Shen, Xiaoli Wei, Yonggen Zhang, Hangshu Xin, Zhongbin Su, Chunjiang Zhao:
Prediction of the diet energy digestion using kernel extreme learning machine: A case study with Holstein dry cows. 105231 - Maimunah Mohd Ali, Norhashila Hashim, Ahmad Shahid Abdul Hamid:
Combination of laser-light backscattering imaging and computer vision for rapid determination of oil palm fresh fruit bunches maturity. 105235 - Ángel Maresma, Lindsay Chamberlain, Aristotelis C. Tagarakis, Tulsi Kharel, Greg Godwin, Karl J. Czymmek, Elson Shields, Quirine M. Ketterings:
Accuracy of NDVI-derived corn yield predictions is impacted by time of sensing. 105236 - Manuel Pérez-Ruiz, A. Prior, Jorge Martínez-Guanter, Orly Enrique Apolo-Apolo, Pedro Andrade-Sanchez, Gregorio Egea:
Development and evaluation of a self-propelled electric platform for high-throughput field phenotyping in wheat breeding trials. 105237 - Yang Li, Jiachen Yang:
Few-shot cotton pest recognition and terminal realization. 105240
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