A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41210%2F23%3A94109" target="_blank" >RIV/60460709:41210/23:94109 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.hindawi.com/journals/aess/2023/4155390/" target="_blank" >https://www.hindawi.com/journals/aess/2023/4155390/</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1155/2023/4155390" target="_blank" >10.1155/2023/4155390</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols

Popis výsledku v původním jazyce

Soil spectral libraries SSLs are important big data archives spectra associated with soil properties that are analyzed via machine learning algorithms to estimate soil attributes. Since di1erent spectral measurement protocols are applied when constructing SSLs, it is necessary to examine harmonization techniques to merge the data. In recent years, several techniques for harmonization have been proposed, among which the internal soil standard ISS protocol is the most largely applied and has demonstrated its capacity to rectify systematic e1ects during spectral measurements. Here, we postulate that a spectral transfer function TF can be extracted between existing old SSLs if a subset of samples from two or more di1erent SSLs are remeasured using the ISS protocol.

Název v anglickém jazyce

A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols

Popis výsledku anglicky

Soil spectral libraries SSLs are important big data archives spectra associated with soil properties that are analyzed via machine learning algorithms to estimate soil attributes. Since di1erent spectral measurement protocols are applied when constructing SSLs, it is necessary to examine harmonization techniques to merge the data. In recent years, several techniques for harmonization have been proposed, among which the internal soil standard ISS protocol is the most largely applied and has demonstrated its capacity to rectify systematic e1ects during spectral measurements. Here, we postulate that a spectral transfer function TF can be extracted between existing old SSLs if a subset of samples from two or more di1erent SSLs are remeasured using the ISS protocol.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10101 - Pure mathematics

Projekt

—

Návaznosti

R - Projekt Ramcoveho programu EK

Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Applied and Environmental Soil Science

ISSN

1687-7667

e-ISSN

1687-7667

Svazek periodika

2023

Číslo periodika v rámci svazku

JAN 20 2023

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

17

Strana od-do

—

Kód UT WoS článku

000921567700001

EID výsledku v databázi Scopus

2-s2.0-85147098731