Cargando…

Predicting Maize Theoretical Methane Yield in Combination with Ground and UAV Remote Data Using Machine Learning

The accurate, timely, and non-destructive estimation of maize total-above ground biomass (TAB) and theoretical biochemical methane potential (TBMP) under different phenological stages is a substantial part of agricultural remote sensing. The assimilation of UAV and machine learning (ML) data may be...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kavaliauskas, Ardas, Žydelis, Renaldas, Castaldi, Fabio, Auškalnienė, Ona, Povilaitis, Virmantas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10181051/ https://www.ncbi.nlm.nih.gov/pubmed/37176880 http://dx.doi.org/10.3390/plants12091823

Ejemplares similares

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

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

Evaluating how lodging affects maize yield estimation based on UAV observations
por: Liu, Yuan, et al.
Publicado: (2023)

Remote estimation of rapeseed yield with unmanned aerial vehicle (UAV) imaging and spectral mixture analysis
por: Gong, Yan, et al.
Publicado: (2018)

Remote Estimation of Rice Yield With Unmanned Aerial Vehicle (UAV) Data and Spectral Mixture Analysis
por: Duan, Bo, et al.
Publicado: (2019)

Capturing Maize Stand Heterogeneity Across Yield-Stability Zones Using Unmanned Aerial Vehicles (UAV)
por: Shuai, Guanyuan, et al.
Publicado: (2019)

Ground Speed Optical Estimator for Miniature UAV
por: Chmielewski, Piotr, et al.
Publicado: (2021)

Growth Monitoring and Yield Estimation of Maize Plant Using Unmanned Aerial Vehicle (UAV) in a Hilly Region
por: Sapkota, Sujan, et al.
Publicado: (2023)

Horizontal Polarized DC Grounded Omnidirectional Antenna for UAV Ground Control Station
por: Sadiq, Muhammad Shahzad, et al.
Publicado: (2021)

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

Fuzzy Clustering of Maize Plant-Height Patterns Using Time Series of UAV Remote-Sensing Images and Variety Traits
por: Han, Liang, et al.
Publicado: (2019)

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

Modified Red Blue Vegetation Index for Chlorophyll Estimation and Yield Prediction of Maize from Visible Images Captured by UAV
por: Guo, Yahui, et al.
Publicado: (2020)

Inversion of Winter Wheat Growth Parameters and Yield Under Different Water Treatments Based on UAV Multispectral Remote Sensing
por: Han, Xin, et al.
Publicado: (2021)

Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing
por: de Oliveira, Gabriel Silva, et al.
Publicado: (2021)

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)

Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance
por: Arranz, Raúl, et al.
Publicado: (2023)

Influence of soil heterogeneity on soybean plant development and crop yield evaluated using time-series of UAV and ground-based geophysical imagery
por: Falco, Nicola, et al.
Publicado: (2021)

Ramie Yield Estimation Based on UAV RGB Images
por: Fu, Hongyu, et al.
Publicado: (2021)

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)

UAVs and Machine Learning Revolutionising Invasive Grass and Vegetation Surveys in Remote Arid Lands
por: Sandino, Juan, 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)

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)

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)

Estimating plant distance in maize using Unmanned Aerial Vehicle (UAV)
por: Zhang, Jinshui, et al.
Publicado: (2018)

UAV‐based imaging platform for monitoring maize growth throughout development
por: Tirado, Sara B., et al.
Publicado: (2020)

Maize Tassel Detection From UAV Imagery Using Deep Learning
por: Alzadjali, Aziza, et al.
Publicado: (2021)

The use of remote sensing to derive maize sowing dates for large-scale crop yield simulations
por: Rezaei, Ehsan Eyshi, et al.
Publicado: (2020)

Estimating leaf area index of maize using UAV-based digital imagery and machine learning methods
por: Du, Liping, et al.
Publicado: (2022)

UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat
por: Fei, Shuaipeng, et al.
Publicado: (2022)

Phenotyping Conservation Agriculture Management Effects on Ground and Aerial Remote Sensing Assessments of Maize Hybrids Performance in Zimbabwe
por: Gracia-Romero, Adrian, et al.
Publicado: (2018)

Multifunctional Ground Control Points with a Wireless Network for Communication with a UAV
por: Han, Xiongzhe, et al.
Publicado: (2019)

Reactive Autonomous Navigation of UAVs for Dynamic Sensing Coverage of Mobile Ground Targets
por: Huang, Hailong, et al.
Publicado: (2020)

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

Deep Reinforcement Learning for UAV Trajectory Design Considering Mobile Ground Users
por: Lee, Wonseok, et al.
Publicado: (2021)

Stereoscopic plant-protection system integrating UAVs and autonomous ground sprayers for orchards
por: Jiang, Shijie, et al.
Publicado: (2022)

Improved UAV-to-Ground Multi-Target Tracking Algorithm Based on StrongSORT
por: Cao, Xinyu, et al.
Publicado: (2023)

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

Cannot write session to /tmp/vufind_sessions/sess_04hvgceeg1426qt6relb2nusff