Cargando…

Identification of plant leaf phosphorus content at different growth stages based on hyperspectral reflectance

BACKGROUND: Modern agriculture strives to sustainably manage fertilizer for both economic and environmental reasons. The monitoring of any nutritional (phosphorus, nitrogen, potassium) deficiency in growing plants is a challenge for precision farming technology. A study was carried out on three spec...

Descripción completa

Detalles Bibliográficos
Autores principales:	Siedliska, Anna, Baranowski, Piotr, Pastuszka-Woźniak, Joanna, Zubik, Monika, Krzyszczak, Jaromir
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7792193/ https://www.ncbi.nlm.nih.gov/pubmed/33413120 http://dx.doi.org/10.1186/s12870-020-02807-4

Ejemplares similares

Hyperspectral and Thermal Imaging of Oilseed Rape (Brassica napus) Response to Fungal Species of the Genus Alternaria
por: Baranowski, Piotr, et al.
Publicado: (2015)

Bayesian modelling of phosphorus content in wheat grain using hyperspectral reflectance data
por: Pacheco-Gil, Rosa Angela, et al.
Publicado: (2023)

Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms
por: Sonobe, Rei, et al.
Publicado: (2020)

Classification of soybean frogeye leaf spot disease using leaf hyperspectral reflectance
por: Liu, Shuang, et al.
Publicado: (2021)

Using hyperspectral leaf reflectance to estimate photosynthetic capacity and nitrogen content across eastern cottonwood and hybrid poplar taxa
por: Kyaw, Thu Ya, et al.
Publicado: (2022)

Hyperspectral and genome-wide association analyses of leaf phosphorus status in local Thai indica rice
por: Pinit, Sompop, et al.
Publicado: (2022)

Elimination of Leaf Angle Impacts on Plant Reflectance Spectra Using Fusion of Hyperspectral Images and 3D Point Clouds
por: Zhang, Libo, et al.
Publicado: (2022)

AraDiv: a dataset of functional traits and leaf hyperspectral reflectance of Arabidopsis thaliana
por: Przybylska, Maria Stefania, et al.
Publicado: (2023)

Quantitative Hyperspectral Reflectance Imaging
por: Klein, Marvin E., et al.
Publicado: (2008)

Assessing Drought and Heat Stress-Induced Changes in the Cotton Leaf Metabolome and Their Relationship With Hyperspectral Reflectance
por: Melandri, Giovanni, et al.
Publicado: (2021)

Best hyperspectral indices for assessing leaf chlorophyll content in a degraded temperate vegetation
por: Peng, Yu, et al.
Publicado: (2018)

Estimation of leaf water content from hyperspectral data of different plant species by using three new spectral absorption indices
por: Li, Hong, et al.
Publicado: (2021)

HyperART: non-invasive quantification of leaf traits using hyperspectral absorption-reflectance-transmittance imaging
por: Bergsträsser, Sergej, et al.
Publicado: (2015)

Hyperspectral Leaf Reflectance as Proxy for Photosynthetic Capacities: An Ensemble Approach Based on Multiple Machine Learning Algorithms
por: Fu, Peng, et al.
Publicado: (2019)

Hyperspectral Imaging for Determining Pigment Contents in Cucumber Leaves in Response to Angular Leaf Spot Disease
por: Zhao, Yan-Ru, et al.
Publicado: (2016)

Laboratory Extractions of Soil Phosphorus Do Not Reflect the Fact That Liming Increases Rye Phosphorus Content and Yield in an Acidic Soil
por: Olego, Miguel Ángel, et al.
Publicado: (2022)

Prediction of South American Leaf Blight and Disease-Induced Photosynthetic Changes in Rubber Tree, Using Machine Learning Techniques on Leaf Hyperspectral Reflectance
por: Sterling, Armando, et al.
Publicado: (2022)

High Throughput In vivo Analysis of Plant Leaf Chemical Properties Using Hyperspectral Imaging
por: Pandey, Piyush, et al.
Publicado: (2017)

Off-Nadir Hyperspectral Sensing for Estimation of Vertical Profile of Leaf Chlorophyll Content within Wheat Canopies
por: Kong, Weiping, et al.
Publicado: (2017)

Hyperspectral-Based Estimation of Leaf Nitrogen Content in Corn Using Optimal Selection of Multiple Spectral Variables
por: Fan, Lingling, et al.
Publicado: (2019)

Comparison of new hyperspectral index and machine learning models for prediction of winter wheat leaf water content
por: Zhang, Juanjuan, et al.
Publicado: (2021)

Dissection of hyperspectral reflectance to estimate nitrogen and chlorophyll contents in tea leaves based on machine learning algorithms
por: Yamashita, Hiroto, et al.
Publicado: (2020)

Microphytobenthos primary production estimated by hyperspectral reflectance
por: Méléder, Vona, et al.
Publicado: (2018)

Biotechnological mechanism for improving plant remobilization of phosphorus during leaf senescence
por: Da Ros, Letitia M., et al.
Publicado: (2019)

Leaf phosphorus content of Quercus wutaishanica increases with total soil potassium in the Loess Plateau
por: Xing, Kaixiong, et al.
Publicado: (2018)

Hyperspectral imaging-based classification of rice leaf blast severity over multiple growth stages
por: Zhang, Guosheng, et al.
Publicado: (2022)

Identification of Metal Stresses in Arabidopsis thaliana Using Hyperspectral Reflectance Imaging
por: Ruffing, Anne M., et al.
Publicado: (2021)

Identification and validation of quantitative trait loci for chlorophyll content of flag leaf in wheat under different phosphorus treatments
por: Yang, Bin, et al.
Publicado: (2022)

Mapping leaf metal content over industrial brownfields using airborne hyperspectral imaging and optimized vegetation indices
por: Lassalle, Guillaume, et al.
Publicado: (2021)

High throughput analysis of leaf chlorophyll content in sorghum using RGB, hyperspectral, and fluorescence imaging and sensor fusion
por: Zhang, Huichun, et al.
Publicado: (2022)

Application of Machine Learning Algorithms in Plant Breeding: Predicting Yield From Hyperspectral Reflectance in Soybean
por: Yoosefzadeh-Najafabadi, Mohsen, et al.
Publicado: (2021)

Detection of Lettuce Discoloration Using Hyperspectral Reflectance Imaging
por: Mo, Changyeun, et al.
Publicado: (2015)

A Hyperspectral Bidirectional Reflectance Model for Land Surface
por: Yang, Qiguang, et al.
Publicado: (2020)

High-Throughput Screening of Free Proline Content in Rice Leaf under Cadmium Stress Using Hyperspectral Imaging with Chemometrics
por: Shen, Tingting, et al.
Publicado: (2020)

The effects of soil phosphorus content on plant microbiota are driven by the plant phosphate starvation response
por: Finkel, Omri M., et al.
Publicado: (2019)

Evaluating Hyperspectral Vegetation Indices for Leaf Area Index Estimation of Oryza sativa L. at Diverse Phenological Stages
por: Din, Mairaj, et al.
Publicado: (2017)

Classification of rice leaf blast severity using hyperspectral imaging
por: Zhang, Guosheng, et al.
Publicado: (2022)

Leaf nitrogen and phosphorus of temperate desert plants in response to climate and soil nutrient availability
por: He, Mingzhu, et al.
Publicado: (2014)

Hyperspectral Imaging Techniques for Rapid Identification of Arabidopsis Mutants with Altered Leaf Pigment Status
por: Matsuda, Osamu, et al.
Publicado: (2012)

Reflectance Prediction Modelling for Residual-Based Hyperspectral Image Coding
por: Paul, Manoranjan, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_jl7jm7gn4u8p24f9hn5hi6foj3