Cargando…

Fuzzy Clustering of Maize Plant-Height Patterns Using Time Series of UAV Remote-Sensing Images and Variety Traits

The application of high-throughput phenotyping (HTP) techniques based on unmanned aerial vehicle (UAV) remote-sensing platforms to study large-scale population breeding opens the way to more efficient acquisition of dynamic phenotypic traits and provides new tools that should help close the gap betw...

Descripción completa

Detalles Bibliográficos
Autores principales:	Han, Liang, Yang, Guijun, Dai, Huayang, Yang, Hao, Xu, Bo, Feng, Haikuan, Li, Zhenhai, Yang, Xiaodong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2019
Materias:	Plant Science
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6652214/ https://www.ncbi.nlm.nih.gov/pubmed/31379905 http://dx.doi.org/10.3389/fpls.2019.00926

Ejemplares similares

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data
por: Han, Liang, et al.
Publicado: (2019)

Clustering Field-Based Maize Phenotyping of Plant-Height Growth and Canopy Spectral Dynamics Using a UAV Remote-Sensing Approach
por: Han, Liang, et al.
Publicado: (2018)

Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data
por: Tao, Huilin, et al.
Publicado: (2020)

Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images
por: Tao, Huilin, et al.
Publicado: (2020)

Combining self-organizing maps and biplot analysis to preselect maize phenotypic components based on UAV high-throughput phenotyping platform
por: Han, Liang, et al.
Publicado: (2019)

Dynamic plant height QTL revealed in maize through remote sensing phenotyping using a high-throughput unmanned aerial vehicle (UAV)
por: Wang, Xiaqing, et al.
Publicado: (2019)

Estimation of maize above-ground biomass based on stem-leaf separation strategy integrated with LiDAR and optical remote sensing data
por: Zhu, Yaohui, et al.
Publicado: (2019)

Estimation of potato above-ground biomass based on unmanned aerial vehicle red-green-blue images with different texture features and crop height
por: Liu, Yang, et al.
Publicado: (2022)

Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives
por: Yang, Guijun, et al.
Publicado: (2017)

Winter Wheat Nitrogen Estimation Based on Ground-Level and UAV-Mounted Sensors
por: Song, Xiaoyu, et al.
Publicado: (2022)

Analysing and Correcting the Differences between Multi-Source and Multi-Scale Spatial Remote Sensing Observations
por: Dong, Yingying, et al.
Publicado: (2014)

Method for accurate multi-growth-stage estimation of fractional vegetation cover using unmanned aerial vehicle remote sensing
por: Yue, Jibo, et al.
Publicado: (2021)

Diverse Planning for UAV Control and Remote Sensing
por: Tožička, Jan, et al.
Publicado: (2016)

Monitoring ratio of carbon to nitrogen (C/N) in wheat and barley leaves by using spectral slope features with branch-and-bound algorithm
por: Xu, Xingang, et al.
Publicado: (2018)

Coastal Areas Division and Coverage with Multiple UAVs for Remote Sensing
por: Balampanis, Fotios, et al.
Publicado: (2017)

Satellite and UAV Platforms, Remote Sensing for Geographic Information Systems
por: Colpaert, Alfred
Publicado: (2022)

A Proposed System for Multi-UAVs in Remote Sensing Operations
por: Flores Peña, Pablo, et al.
Publicado: (2022)

The Application of UAV-Based Hyperspectral Imaging to Estimate Crop Traits in Maize Inbred Lines
por: Shu, Meiyan, et al.
Publicado: (2021)

Application of UAV Multisensor Data and Ensemble Approach for High-Throughput Estimation of Maize Phenotyping Traits
por: Shu, Meiyan, et al.
Publicado: (2022)

Multi-UAV Routing for Area Coverage and Remote Sensing with Minimum Time
por: Avellar, Gustavo S. C., et al.
Publicado: (2015)

UAVs, Hyperspectral Remote Sensing, and Machine Learning Revolutionizing Reef Monitoring
por: Parsons, Mark, et al.
Publicado: (2018)

Remotely Sensed Phenotypic Traits for Heritability Estimates and Grain Yield Prediction of Barley Using Multispectral Imaging from UAVs
por: Ganeva, Dessislava, et al.
Publicado: (2023)

LAI estimation through remotely sensed NDVI following hail defoliation in maize (Zea mays L.) using Sentinel-2 and UAV imagery
por: Furlanetto, Jacopo, et al.
Publicado: (2023)

A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs
por: Calvario, Gabriela, et al.
Publicado: (2017)

Research on Method of Farmland Obstacle Boundary Extraction in UAV Remote Sensing Images
por: Fang, Hui, et al.
Publicado: (2019)

Systematic Approach for Remote Sensing of Historical Conflict Landscapes with UAV-Based Laserscanning
por: Storch, Marcel, et al.
Publicado: (2021)

Research on weed identification method in rice fields based on UAV remote sensing
por: Yu, Fenghua, et al.
Publicado: (2022)

Quantitative trait locus analysis of heterosis for plant height and ear height in an elite maize hybrid zhengdan 958 by design III
por: Li, Hongjian, et al.
Publicado: (2017)

Predicting Maize Theoretical Methane Yield in Combination with Ground and UAV Remote Data Using Machine Learning
por: Kavaliauskas, Ardas, et al.
Publicado: (2023)

Internet-Of-Things in Motion: A UAV Coalition Model for Remote Sensing in Smart Cities
por: Ismail, Adiel, et al.
Publicado: (2018)

Decision Support System for Variable Rate Irrigation Based on UAV Multispectral Remote Sensing
por: Shi, Xiang, et al.
Publicado: (2019)

Inversion modeling of japonica rice canopy chlorophyll content with UAV hyperspectral remote sensing
por: Cao, Yingli, et al.
Publicado: (2020)

Above-Ground Biomass Estimation in Oats Using UAV Remote Sensing and Machine Learning
por: Sharma, Prakriti, et al.
Publicado: (2022)

Intelligent Scheduling Methodology for UAV Swarm Remote Sensing in Distributed Photovoltaic Array Maintenance
por: An, Qing, et al.
Publicado: (2022)

Land Cover Classification of UAV Remote Sensing Based on Transformer–CNN Hybrid Architecture
por: Lu, Tingyu, et al.
Publicado: (2023)

Genetic variability and trait association in maize (Zea mays L.) varieties for growth and yield traits
por: Magar, Bigul Thapa, et al.
Publicado: (2021)

Incorporation of Unmanned Aerial Vehicle (UAV) Point Cloud Products into Remote Sensing Evapotranspiration Models
por: Aboutalebi, Mahyar, et al.
Publicado: (2020)

The use of UAV-based remote sensing to estimate biomass and carbon stock for native desert shrubs
por: Abdullah, Meshal M., et al.
Publicado: (2021)

Lightweight Hot-Spot Fault Detection Model of Photovoltaic Panels in UAV Remote-Sensing Image
por: Zheng, Qiuping, et al.
Publicado: (2022)

A Model for Infrastructure Detection along Highways Based on Remote Sensing Images from UAVs
por: Jiang, Xian, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_ke6jn0uaj6egupoca077ip8s66