A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols
The result's identifiers
Result code in 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>
Result on the web
<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>
Alternative languages
Result language
angličtina
Original language name
A Spectral Transfer Function to Harmonize Existing Soil Spectral Libraries Generated by Different Protocols
Original language description
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.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10101 - Pure mathematics
Result continuities
Project
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Continuities
R - Projekt Ramcoveho programu EK
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Applied and Environmental Soil Science
ISSN
1687-7667
e-ISSN
1687-7667
Volume of the periodical
2023
Issue of the periodical within the volume
JAN 20 2023
Country of publishing house
GB - UNITED KINGDOM
Number of pages
17
Pages from-to
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UT code for WoS article
000921567700001
EID of the result in the Scopus database
2-s2.0-85147098731