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Computers and Electronics in Agriculture, Volume 180
Volume 180, January 2021
- Zhe Gu, Tingting Zhu, Xiyun Jiao, Junzeng Xu, Zhiming Qi:
Neural network soil moisture model for irrigation scheduling. 105801 - Cancan Song
, Zhiyan Zhou, Ying Zang, Lingli Zhao, Wenwu Yang, Xiwen Luo, Rui Jiang, Rui Ming, Yu Zang, Le Zi, Qiuyang Zhu:
Variable-rate control system for UAV-based granular fertilizer spreader. 105832 - Rahul Singhal
Receding horizon control based on prioritised multi-operational ranges for greenhouse environment regulation. 105840 - Bojie Yan, Yaxing Li, Yanfang Qin, Jingjie Yan, Wenjiao Shi:
Spatial-temporal analysis of the comparative advantages of dairy farming: Taking 18 provinces or municipalities in China as an example. 105846 - Ioannis Kalfas
Towards in-field insect monitoring based on wingbeat signals: The importance of practice oriented validation strategies. 105849 - Tan Liu, Qingyun Yuan, Yonggang Wang:
Hierarchical optimization control based on crop growth model for greenhouse light environment. 105854 - Hojat Hejazipoor, Jafar Massah, Mohsen Soryani
An intelligent spraying robot based on plant bulk volume. 105859 - Peihua Shi, Yuan Wang, Jianmin Xu, Yanling Zhao, Baolin Yang, Zhengqi Yuan, Qingyun Sun:
Rice nitrogen nutrition estimation with RGB images and machine learning methods. 105860 - Cheng Fang
Pose estimation and behavior classification of broiler chickens based on deep neural networks. 105863 - Weiguang Yang
Cotton hail disaster classification based on drone multispectral images at the flowering and boll stage. 105866 - Yifei Han
Quality estimation of nuts using deep learning classification of hyperspectral imagery. 105868 - Xiaoling Xu, Wensheng Li, Qingling Duan:
Transfer learning and SE-ResNet152 networks-based for small-scale unbalanced fish species identification. 105878 - Carlos Miranda
fruclimadapt: An R package for climate adaptation assessment of temperate fruit species. 105879 - Daniele De Rosa, Bruno Basso, Matteo Fasiolo, Johannes Friedl
Predicting pasture biomass using a statistical model and machine learning algorithm implemented with remotely sensed imagery. 105880 - Yonghua Qu, Zebin Gao, Jiali Shang, Jiangui Liu, Raffaele Casa:
Simultaneous measurements of corn leaf area index and mean tilt angle from multi-directional sunlit and shaded fractions using downward-looking photography. 105881 - Timo P. Pitkänen
Improving TLS-based stem volume estimates by field measurements. 105882 - Michiel Stock, Bac Nguyen, Wouter Courtens, Hilbran Verstraete, Eric W. M. Stienen
Otolith identification using a deep hierarchical classification model. 105883 - Junduan Huang
An intelligent method for detecting poultry eating behaviour based on vocalization signals. 105884 - Bojie Yan, Yaxing Li, Jingjie Yan, Wenjiao Shi:
Spatial site selection for a centralized treatment center of livestock excreta: Taking Nantong Town as an example. 105885 - Shoufeng Cao
Strengthening consumer trust in beef supply chain traceability with a blockchain-based human-machine reconcile mechanism. 105886 - Alessio Tugnolo
A diagnostic visible/near infrared tool for a fully automated olive ripeness evaluation in a view of a simplified optical system. 105887 - Nanyang Zhu, Xiang Ji, Jinglu Tan, Yongnian Jiang, Ya Guo:
Prediction of dissolved oxygen concentration in aquatic systems based on transfer learning. 105888 - Miguel Pincheira, Massimo Vecchio, Raffaele Giaffreda, Salil S. Kanhere
Cost-effective IoT devices as trustworthy data sources for a blockchain-based water management system in precision agriculture. 105889 - Li Ma, Hualou Long
Analysis of the spatial variations of determinants of agricultural production efficiency in China. 105890 - Cícero Jorge Fonseca Dolácio, Verônica Satomi Kazama
Does using soil chemical variables in cokriging improve the spatial modelling of the commercial wood volume of Brazilian mahogany in an Amazonian agroforestry system? 105891 - Wang Yang, Wenjie Zhao, Yingding Liu, Yaoqiong Chen, Jian Yang:
Simulation of forces acting on the cutter blade surfaces and root system of sugarcane using FEM and SPH coupled method. 105893 - Zhenghao Fei
Co-robotic harvest-aid platforms: Real-time control of picker lift heights to maximize harvesting efficiency. 105894
- Yu Tang
A survey on the 5G network and its impact on agriculture: Challenges and opportunities. 105895
- Chengyu Zheng
Discrimination of wood-boring beetles infested Platycladus orientalis plants by using gas chromatography-ion mobility spectrometry. 105896 - Nan Jia
Segmentation of body parts of cows in RGB-depth images based on template matching. 105897 - Hasan Seyyedhasani, Matthew Digman, Brian D. Luck
Utility of a commercial unmanned aerial vehicle for in-field localization of biomass bales. 105898 - Mohanad Albughdadi, Guillaume Rieu, Sylvie Duthoit, Mohammed Alswaitti
Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks. 105899 - Qianwen Li, Weikuan Jia, Meili Sun, Sujuan Hou, Yuanjie Zheng:
A novel green apple segmentation algorithm based on ensemble U-Net under complex orchard environment. 105900 - Jianing Wang, Bangxin Li, Zhiguo Li, Igor Zubrycki
Grasping behavior of the human hand during tomato picking. 105901 - Amaury Dubois, Fabien Teytaud, Sébastien Vérel
Short term soil moisture forecasts for potato crop farming: A machine learning approach. 105902 - Sumesh K. C.
Integration of RGB-based vegetation index, crop surface model and object-based image analysis approach for sugarcane yield estimation using unmanned aerial vehicle. 105903 - Arno Liseune
Predicting the milk yield curve of dairy cows in the subsequent lactation period using deep learning. 105904 - Shuo Cao
Automatic coarse-to-fine joint detection and segmentation of underwater non-structural live crabs for precise feeding. 105905 - Bruno Brandoli, Gabriel Spadon
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. 105906
- Xinxing Li, Diankun Ma, Baoquan Yin:
Advance research in agricultural text-to-speech: the word segmentation of analytic language and the deep learning-based end-to-end system. 105908
- Tianxiang Zhang, Jinya Su
State and parameter estimation of the AquaCrop model for winter wheat using sensitivity informed particle filter. 105909 - Bin Liao, Jinlong Hu
Optical flow estimation combining with illumination adjustment and edge refinement in livestock UAV videos. 105910 - Jiqing Chen, Hu Qiang, Jiahua Wu
Navigation path extraction for greenhouse cucumber-picking robots using the prediction-point Hough transform. 105911 - Santosh Lohumi, Byoung-Kwan Cho, Sangdeok Hong:
LCTF-based multispectral fluorescence imaging: System development and potential for real-time foreign object detection in fresh-cut vegetable processing. 105912 - Chengquan Zhou, Guijun Yang
Recognizing black point in wheat kernels and determining its extent using multidimensional feature extraction and a naive Bayes classifier. 105919 - Nur Marahaini Mohd Nizar, Ebrahim Jahanshiri
Underutilised crops database for supporting agricultural diversification. 105920 - Sareh Sayari, Amin Mahdavi Meymand
Irrigation water infiltration modeling using machine learning. 105921 - Eric T. Psota, E. K. Luc, G. M. Pighetti, L. G. Schneider, R. T. Trout Fryxell, J. W. Keele, L. A. Kuehn:
Development and validation of a neural network for the automated detection of horn flies on cattle. 105927 - Ulrich Johan Isachsen, Theoharis Theoharis, Ekrem Misimi
Fast and accurate GPU-accelerated, high-resolution 3D registration for the robotic 3D reconstruction of compliant food objects. 105929
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