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ORCIDComputers and Electronics in Agriculture, Volume 195
Volume 195, April 2022
- Adriele Giaretta Biase
, Tiago Zanett Albertini, Rodrigo Fernandes de Mello:
On supervised learning to model and predict cattle weight in precision livestock breeding. 106706 - Tiago Barros, Pedro Conde, Gil Gonçalves, Cristiano Premebida, Miguel Monteiro, Carla Sofia Santos Ferreira, Urbano J. Nunes:
Multispectral vineyard segmentation: A deep learning comparison study. 106782 - Jian-Min Zhao, Qiu-Sheng Lian:
Compact loss for visual identification of cattle in the wild. 106784 - A. R. Lawson, K. Giri, Anna Thomson, Senani Karunaratne, Kevin F. Smith, Joe Jacobs, Elizabeth Morse-McNabb:
Multi-site calibration and validation of a wide-angle ultrasonic sensor and precise GPS to estimate pasture mass at the paddock scale. 106786
- Dongfang Wang, Jun Wang, Zhuang Ren, Wenrui Li:
DHBP: A dual-stream hierarchical bilinear pooling model for plant disease multi-task classification. 106788
- Xiao Shi, Xiujuan Chai, Chenxue Yang, Xue Xia, Tan Sun:
Vision-based apple quality grading with multi-view spatial network. 106793 - Jehan-Antoine Vayssade, Gawain Jones, Christelle Gée, Jean-Noël Paoli:
Pixelwise instance segmentation of leaves in dense foliage. 106797 - Natee Thong-un, Wongsakorn Wongsaroj:
Productivity enhancement using low-cost smart wireless programmable logic controllers: A case study of an oyster mushroom farm. 106798 - Ruomei Zhao, Lulu An, Weijie Tang, Dehua Gao, Lang Qiao, Minzan Li, Hong Sun, Jinbo Qiao:
Deep learning assisted continuous wavelet transform-based spectrogram for the detection of chlorophyll content in potato leaves. 106802 - Helong Yu, Jiawen Liu, Chengcheng Chen, Ali Asghar Heidari, Qian Zhang, Huiling Chen:
Optimized deep residual network system for diagnosing tomato pests. 106805 - Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken, Stijn Dhondt, Dirk Inzé, Bikram Koirala, Paul Scheunders:
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress. 106806 - Khairudin Nurulhuda, Farrah Melissa Muharam, Nurul Aina Najwa Shahar, Muhamad Faiz Che Hashim, Mohd Razi Ismail, Karel J. Keesman, Zed Zulkafli:
ORYZA (v3) rice crop growth modeling for MR269 under nitrogen treatments: Assessment of cross-validation on parameter variability. 106809 - Bhupendra, Kriz Moses, Ankur Miglani, Pavan Kumar Kankar:
Deep CNN-based damage classification of milled rice grains using a high-magnification image dataset. 106811
- Leilei He, Wentai Fang, Guanao Zhao, Zhenchao Wu, Longsheng Fu, Rui Li, Yaqoob Majeed, Jaspreet Singh Dhupia:
Fruit yield prediction and estimation in orchards: A state-of-the-art comprehensive review for both direct and indirect methods. 106812 - Ngakan Nyoman Kutha Krisnawijaya, Bedir Tekinerdogan, Cagatay Catal, Rik van der Tol:
Data analytics platforms for agricultural systems: A systematic literature review. 106813
- Jun Zhang, Dongfang Zhang, Zhenjiang Cai, Linbai Wang, Jing Wang, Lei Sun, Xiaofei Fan, Shuxing Shen, Jianjun Zhao:
Spectral technology and multispectral imaging for estimating the photosynthetic pigments and SPAD of the Chinese cabbage based on machine learning. 106814 - Li He, Meng-Ran Liu, Yulong Guo, Yong-Kang Wei, Hai-Yan Zhang, Xiao Song, Wei Feng, Tian-Cai Guo:
Angular effect of algorithms for monitoring leaf nitrogen concentration of wheat using multi-angle remote sensing data. 106815 - Qingliang Li, Zhongyan Li, Wei Shangguan, Xuezhi Wang, Lu Li, Fanhua Yu:
Improving soil moisture prediction using a novel encoder-decoder model with residual learning. 106816 - Hao Zhang, Lijun Qi, Junjie Wan, Elizabeth M. Musiu, Jiarui Zhou, Zhongao Lu, Pei Wang:
Numerical simulation of downwash airflow distribution inside tree canopies of an apple orchard from a multirotor unmanned aerial vehicle (UAV) sprayer. 106817 - Maximilian Jaderson de Melo, Diogo Nunes Gonçalves, Marina de Nadai Bonin Gomes, Gedson Faria, Jonathan de Andrade Silva, Ana Paula Marques Ramos, Lucas Prado Osco, Michelle Taís Garcia Furuya, José Marcato Junior, Wesley Nunes Gonçalves:
Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. 106818 - Jiujiang Wu, Nan Wang, Hongzheng Shen, Xiaoyi Ma:
Spatial-temporal variation of climate and its impact on winter wheat production in Guanzhong Plain, China. 106820 - Shanhong Zhang, Guanghui Yu, Yang Wang, Daoliang Li, Wensheng Li:
Numerical investigations on temperature and flow field performance of octagonal culture tank under different physical parameters for fish growth based on computational fluid dynamics. 106821 - Le Yang, Panpan Wu, Mingfu Liao, Jun Peng, Zizong Tang, Huibin Long, Huanhuan Zhang, Xiaoyun Yu:
Three- dimensional modeling and visualization of rice root system based on the improved dual-scale automaton and L-system. 106823 - Fan Zhang, Jin Gao, Hang Zhou, Junxiong Zhang, Kunlin Zou, Ting Yuan:
Three-dimensional pose detection method based on keypoints detection network for tomato bunch. 106824 - Soumya Ranjan Sahoo, Jinfeng Liu:
Adaptive Model Reduction and State Estimation of Agro-hydrological Systems. 106825 - Lin Jiao, Chengjun Xie, Peng Chen, Jianming Du, Rui Li, Jie Zhang:
Adaptive feature fusion pyramid network for multi-classes agricultural pest detection. 106827 - Song Li, Huhu Liu, Shiyu Wang, Yi Zhou, Bingxu Zhou, Yu Han:
Study on flow distribution of irrigation canal system based on image velocimetry. 106828 - Yajie Liang, Kun Zhou, Caicong Wu:
Environment scenario identification based on GNSS recordings for agricultural tractors. 106829 - Alexey N. Ruchay, Vitaly Kober, Konstantin A. Dorofeev, Vladimir Kolpakov, Kinispay Dzhulamanov, Vsevolod Kalschikov, Hao Guo:
Comparative analysis of machine learning algorithms for predicting live weight of Hereford cows. 106837 - Sulaiman Wakhid, Riyanarto Sarno, Shoffi Izza Sabilla:
The effect of gas concentration on detection and classification of beef and pork mixtures using E-nose. 106838 - Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila:
Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. 106839 - Fan Wang, Chunjiang Zhao, Hao Yang, Hongzhe Jiang, Long Li, Guijun Yang:
Non-destructive and in-site estimation of apple quality and maturity by hyperspectral imaging. 106843 - Juan D. González-Teruel, Scott B. Jones, David A. Robinson, Jaime Giménez-Gallego, Raúl Zornoza, Roque Torres-Sánchez:
Measurement of the broadband complex permittivity of soils in the frequency domain with a low-cost Vector Network Analyzer and an Open-Ended coaxial probe. 106847 - Zheng Li, Xuemei Lei, Shuang Liu:
A lightweight deep learning model for cattle face recognition. 106848 - Yu Liu, Yanrong Zhuang, Boyu Ji, Guoqiang Zhang, Li Rong, Guanghui Teng, Chaoyuan Wang:
Prediction of laying hen house odor concentrations using machine learning models based on small sample data. 106849 - Renjie Liu, Yifan Sun, Minzan Li, Man Zhang, Zhenqian Zhang, Han Li, Wei Yang:
Development and application experiments of a grain yield monitoring system. 106851 - Guojie Ruan, Xinyu Li, Fei Yuan, Davide Cammarano, Syed Tahir Ata-UI-Karim, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao:
Improving wheat yield prediction integrating proximal sensing and weather data with machine learning. 106852 - Hanxiang Wang, Yanfen Li, L. Minh Dang, Hyeonjoon Moon:
An efficient attention module for instance segmentation network in pest monitoring. 106853 - Abhishesh Pal, Satish Kumar Dubey, Sanket Goel:
IoT enabled microfluidic colorimetric detection platform for continuous monitoring of nitrite and phosphate in soil. 106856
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