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Computers and Electronics in Agriculture, Volume 184
Volume 184, May 2021
- Christos Pylianidis
, Sjoukje A. Osinga, Ioannis N. Athanasiadis
Introducing digital twins to agriculture. 105942 - Sônia Cristina Poltroniere
Integrated planning for planting and harvesting sugarcane and energy-cane for the production of sucrose and energy. 105956 - Tianao Wu
Evaluation of stacking and blending ensemble learning methods for estimating daily reference evapotranspiration. 106039 - Jayakumari Reji, Rama Rao Nidamanuri, Anandakumar M. Ramiya, Thomas Astor, Michael Wachendorf, Andreas Buerkert:
Multi-temporal estimation of vegetable crop biophysical parameters with varied nitrogen fertilization using terrestrial laser scanning. 106051 - Juan Pablo Vásconez
A methodology for semantic action recognition based on pose and human-object interaction in avocado harvesting processes. 106057 - Yura Perugachi-Diaz, Jakub M. Tomczak
Deep learning for white cabbage seedling prediction. 106059 - Jorge Rodríguez, Ivan Lizarazo
Assessment of potato late blight from UAV-based multispectral imagery. 106061 - Ana Cláudia dos Santos Luciano
Empirical model for forecasting sugarcane yield on a local scale in Brazil using Landsat imagery and random forest algorithm. 106063 - Samuel M. Williams, Nawaf Aldabashi, Cristiano Palego, J. L. Woodgate, J. C. Makinson, Paul Cross:
Early prediction of bumblebee flight task using machine learning. 106065
- A. S. M. Mahmudul Hasan
A survey of deep learning techniques for weed detection from images. 106067
- Vuong M. Ngo
Electronic farming records - A framework for normalising agronomic knowledge discovery. 106074 - Jun Dong, Bing Lu, Ke He, Bingquan Li, Binghe Zhao, Xiuying Tang:
Assessment of hatching properties for identifying multiple duck eggs on the hatching tray using machine vision technique. 106076 - Dehua Gao, Minzan Li, Junyi Zhang, Di Song
Improvement of chlorophyll content estimation on maize leaf by vein removal in hyperspectral image. 106077 - Michele Mattetti
Outlining the mission profile of agricultural tractors through CAN-BUS data analytics. 106078 - Hamid Reza Ghafarian Malamiri
A study on the use of UAV images to improve the separation accuracy of agricultural land areas. 106079 - Aanis Ahmad, Dharmendra Saraswat
Performance of deep learning models for classifying and detecting common weeds in corn and soybean production systems. 106081 - Yuqing He, Francesco Tiezzi
Predicting body weight in growing pigs from feeding behavior data using machine learning algorithms. 106085 - C. Paraskevas, D. Karpouzos, Christos Babajimopoulos:
Estimation of soil waterfront velocity and saturated hydraulic conductivity in a Hele-Shaw apparatus with an optical flow method. 106086 - Paraskevi Agrafioti
Phosphine distribution and insect mortality in commercial metal shipping containers using wireless sensors and CFD modeling. 106087 - Jing Zhang, Haiqing Tian, Di Wang, Haijun Li, Abdul Mounem Mouazen:
A novel spectral index for estimation of relative chlorophyll content of sugar beet. 106088 - James W. Clohessy, Santosh Sanjel, G. Kelly O'Brien, Rebecca Barocco, Shivendra Kumar, Scott Adkins, Barry Tillman, David L. Wright, Ian M. Small:
Development of a high-throughput plant disease symptom severity assessment tool using machine learning image analysis and integrated geolocation. 106089 - Yumiao Wang
A new attention-based CNN approach for crop mapping using time series Sentinel-2 images. 106090 - Vittorio Mazzia
DeepWay: A Deep Learning waypoint estimator for global path generation. 106091 - Wei Yang, Tyler J. Nigon
Estimation of corn yield based on hyperspectral imagery and convolutional neural network. 106092 - S. Sunoj, Keenan C. McRoberts, Maurice Benson, Quirine M. Ketterings:
Digital image analysis estimates of biomass, carbon, and nitrogen uptake of winter cereal cover crops. 106093 - Mariano Córdoba
A random forest-based algorithm for data-intensive spatial interpolation in crop yield mapping. 106094 - He Liu, Amy R. Reibman
Spatial segmentation for processing videos for farming automation. 106095 - Mailson Freire de Oliveira, Adão Felipe dos Santos, Elizabeth Haruna Kazama, Glauco de Souza Rolim, Rouverson Pereira da Silva:
Determination of application volume for coffee plantations using artificial neural networks and remote sensing. 106096 - Anura P. Rathnayake, Abhilash K. Chandel, Mark J. Schrader
Spray patterns and perceptive canopy interaction assessment of commercial airblast sprayers used in Pacific Northwest perennial specialty crop production. 106097 - Chunshan Wang
Few-shot vegetable disease recognition model based on image text collaborative representation learning. 106098 - Fábio Lúcio Santos, Francisco Scinocca, Deisenara de Siqueira Marques, Nara Silveira Velloso, Flora Maria de Melo Villar:
Modal properties of macaw palm fruit-rachilla system: An approach by the stochastic finite element method (SFEM). 106099 - Shicheng Qiao, Youwen Tian, Qinghu Wang, Shiyuan Song, Song Ping:
Nondestructive detection of decayed blueberry based on information fusion of hyperspectral imaging (HSI) and low-Field nuclear magnetic resonance (LF-NMR). 106100 - Ji Zhou, Jiuxi Li, Chunshan Wang
A vegetable disease recognition model for complex background based on region proposal and progressive learning. 106101 - Sepide Khaeez, Seied Mehdy Hashemy Shahdany
Non-structural modification of agricultural water distribution systems in large scale irrigation districts. 106102 - Hongzhen Xu, Shichao Li, Yuhan Ji, Ruyue Cao, Man Zhang:
Dynamic obstacle detection based on panoramic vision in the moving state of agricultural machineries. 106104 - Lei Zhang, Anthony Tedde, Phuong Ho, Clément Grelet, Frédéric Dehareng
Mining data from milk mid-infrared spectroscopy and animal characteristics to improve the prediction of dairy cow's liveweight using feature selection algorithms based on partial least squares and Elastic Net regressions. 106106 - Guichao Lin, Yunchao Tang
Three-dimensional reconstruction of guava fruits and branches using instance segmentation and geometry analysis. 106107 - Lei Zhang, Lang Zou
Method of famous tea sprout identification and segmentation based on improved watershed algorithm. 106108 - Jamshid Piri
A hybrid statistical regression technical for prediction wastewater inflow. 106115 - Xiaojie Xu, Yun Zhang:
Corn cash price forecasting with neural networks. 106120 - Farian Severine Ishengoma
Identification of maize leaves infected by fall armyworms using UAV-based imagery and convolutional neural networks. 106124 - Walter Chivasa
UAV-based high-throughput phenotyping to increase prediction and selection accuracy in maize varieties under artificial MSV inoculation. 106128 - Xiaoran Wang, Guangyong Li, Chen Zhang:
Simulation analysis of the effects of friction on the performance of pressure regulator for drip tape. 106130
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