Cargando…

Nondestructive estimation of potato yield using relative variables derived from multi-period LAI and hyperspectral data based on weighted growth stage

BACKGROUND: The accurate estimation of potato yield at regional scales is crucial for food security, precision agriculture, and agricultural sustainable development. METHODS: In this study, we developed a new method using multi-period relative vegetation indices (rVIs) and relative leaf area index (...

Descripción completa

Detalles Bibliográficos
Autores principales:	Luo, Shanjun, He, Yingbin, Li, Qian, Jiao, Weihua, Zhu, Yaqiu, Zhao, Xihai
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2020
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654003/ https://www.ncbi.nlm.nih.gov/pubmed/33292407 http://dx.doi.org/10.1186/s13007-020-00693-3

Ejemplares similares

Multi-dimensional variables and feature parameter selection for aboveground biomass estimation of potato based on UAV multispectral imagery
por: Luo, Shanjun, et al.
Publicado: (2022)

Analyzing the Effects of Hyperspectral ZhuHai-1 Band Combinations on LAI Estimation Based on the PROSAIL Model
por: Zhang, Yangyang, et al.
Publicado: (2021)

Radiative transfer model inversion using high-resolution hyperspectral airborne imagery – Retrieving maize LAI to access biomass and grain yield
por: Kayad, Ahmed, et al.
Publicado: (2022)

Estimating Leaf Area Index (LAI) in Vineyards Using the PocketLAI Smart-App
por: Orlando, Francesca, et al.
Publicado: (2016)

Lais /
por: France, Marie de
Publicado: (1994)

Nondestructive quality assessment and maturity classification of loquats based on hyperspectral imaging
por: Feng, Shunan, et al.
Publicado: (2023)

Multi-Crop Green LAI Estimation with a New Simple Sentinel-2 LAI Index (SeLI)
por: Pasqualotto, Nieves, et al.
Publicado: (2019)

Nondestructive Detection for Egg Freshness Based on Hyperspectral Scattering Image Combined with Ensemble Learning
por: Dai, Dejian, et al.
Publicado: (2020)

Nondestructive Classification of Soybean Seed Varieties by Hyperspectral Imaging and Ensemble Machine Learning Algorithms
por: Wei, Yanlin, et al.
Publicado: (2020)

Nondestructive Testing and Visualization of Catechin Content in Black Tea Fermentation Using Hyperspectral Imaging
por: Dong, Chunwang, et al.
Publicado: (2021)

Nondestructive Classification of Maize Moldy Seeds by Hyperspectral Imaging and Optimal Machine Learning Algorithms
por: Hu, Yating, et al.
Publicado: (2022)

Nondestructive classification of soft rot disease in napa cabbage using hyperspectral imaging analysis
por: Song, Hyeyeon, et al.
Publicado: (2022)

Rapid and Nondestructive Evaluation of Wheat Chlorophyll under Drought Stress Using Hyperspectral Imaging
por: Yang, Yucun, et al.
Publicado: (2023)

Nondestructive Detection and Quantification of Blueberry Bruising using Near-infrared (NIR) Hyperspectral Reflectance Imaging
por: Jiang, Yu, et al.
Publicado: (2016)

Nondestructive and rapid determination of lignocellulose components of biofuel pellet using online hyperspectral imaging system
por: Feng, Xuping, et al.
Publicado: (2018)

Hyperspectral reflectance imaging for nondestructive evaluation of root rot in Korean ginseng (Panax ginseng Meyer)
por: Park, Eunsoo, et al.
Publicado: (2023)

Rice Yield Estimation Using Parcel-Level Relative Spectral Variables From UAV-Based Hyperspectral Imagery
por: Wang, Feilong, et al.
Publicado: (2019)

Nondestructive Estimation of Lean Meat Yield of South Korean Pig Carcasses Using Machine Vision Technique
por: Lohumi, Santosh, et al.
Publicado: (2018)

Materia de distintos lais /
por: Cervantes, Francisco, 1938-

Electromagnetic Fields: Lai’s Response
por: Lai, Henry
Publicado: (2004)

Rapid and Nondestructive Measurement of Rice Seed Vitality of Different Years Using Near-Infrared Hyperspectral Imaging
por: He, Xiantao, et al.
Publicado: (2019)

Hyperspectral Imaging for the Nondestructive Quality Assessment of the Firmness of Nanguo Pears Under Different Freezing/Thawing Conditions
por: Zhang, Zhe, et al.
Publicado: (2019)

Application of Hyperspectral Imaging as a Nondestructive Technology for Identifying Tomato Maturity and Quantitatively Predicting Lycopene Content
por: Dai, Chunxia, et al.
Publicado: (2023)

Erratum to: Nondestructive Estimation of Lean Meat Yield of South Korean Pig Carcasses Using Machine Vision Technique
por: Lohumi, Santosh, et al.
Publicado: (2019)

Potato Virus Y Detection in Seed Potatoes Using Deep Learning on Hyperspectral Images
por: Polder, Gerrit, et al.
Publicado: (2019)

Research on Estimating Rice Canopy Height and LAI Based on LiDAR Data
por: Jing, Linlong, et al.
Publicado: (2023)

Digital Cover Photography for Estimating Leaf Area Index (LAI) in Apple Trees Using a Variable Light Extinction Coefficient
por: Poblete-Echeverría, Carlos, et al.
Publicado: (2015)

Field Application of a Vis/NIR Hyperspectral Imaging System for Nondestructive Evaluation of Physicochemical Properties in ‘Madoka’ Peaches
por: Jang, Kyeong Eun, et al.
Publicado: (2022)

Rapid nondestructive detection of peanut varieties and peanut mildew based on hyperspectral imaging and stacked machine learning models
por: Wu, Qingsong, et al.
Publicado: (2022)

Chou En-lai : la eminencia gris de China
por: Hsu, Kai-yu, 1922-
Publicado: (1974)

Study of High-Temperature-Induced Morphological and Physiological Changes in Potato Using Nondestructive Plant Phenotyping
por: Lazarević, Boris, et al.
Publicado: (2022)

The Need for Machines for the Nondestructive Quality Assessment of Potatoes with the Use of Artificial Intelligence Methods and Imaging Techniques
por: Danielak, Marek, et al.
Publicado: (2023)

Space–time LAI variability in Northern Puglia (Italy) from SPOT VGT data
por: Balacco, Gabriella, et al.
Publicado: (2015)

ValLAI_Crop, a validation dataset for coarse-resolution satellite LAI products over Chinese cropland
por: Song, Bowen, et al.
Publicado: (2021)

Deep potato – The hyperspectral imagery of potato cultivation with reference agronomic measurements dataset: Towards potato physiological features modeling
por: Ruszczak, Bogdan, et al.
Publicado: (2022)

Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning
por: Sun, Chen, et al.
Publicado: (2020)

Comparative Proteomics of Potato Cultivars with a Variable Dormancy Period
por: Mouzo, Daniel, et al.
Publicado: (2022)

Remote estimation of rice LAI based on Fourier spectrum texture from UAV image
por: Duan, Bo, et al.
Publicado: (2019)

Integration of Partial Least Squares Regression and Hyperspectral Data Processing for the Nondestructive Detection of the Scaling Rate of Carp (Cyprinus carpio)
por: Wang, Huihui, 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)

Cannot write session to /tmp/vufind_sessions/sess_9r5hfie40jmhaht26gagqp4fd2