Multiscalar integration of dense and sparse spatial data: an archaeological case study with magnetometry and geochemistry

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985912%3A_____%2F24%3A00598899" target="_blank" >RIV/67985912:_____/24:00598899 - isvavai.cz</a>
Alternative codes found
RIV/62690094:18460/24:50021493 RIV/00216208:11210/24:10486888
Result on the web
<a href="https://link.springer.com/article/10.1007/s10712-024-09834-y" target="_blank" >https://link.springer.com/article/10.1007/s10712-024-09834-y</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s10712-024-09834-y" target="_blank" >10.1007/s10712-024-09834-y</a>

Result language
angličtina
Original language name
Multiscalar integration of dense and sparse spatial data: an archaeological case study with magnetometry and geochemistry
Original language description
Integration of different kinds of data is an important issue in archaeological prospection. However, the current methodological approaches are underdeveloped and rarely use the data to their maximum potential. Common approaches to integration in the geophysical sciences are mostly just various forms of comparison. We argue that true integration should involve the mathematical manipulation of input data such that the original values of the input data are changed, or that new variables are produced. To address this important research gap, we present an innovative approach to the analysis of geochemical and geophysical datasets in prospection-focused disciplines. Our approach, which we refer to as “multiscalar integration” to differentiate it from simpler methods, involves the application of mathematical methods and tools to process the data in a unified way. To demonstrate our approach, we focus on integrating geophysical data (magnetometry) with geochemical data (elemental content). Our approach comprises three main stages: quantification of the data deviation from random distributions, linear modelling of geophysical and geochemical data and integration based on weighting of the different elements derived in previous steps.
Czech name
—
Czech description
—

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
60102 - Archaeology

Project
<a href="/en/project/GA18-20096S" target="_blank" >GA18-20096S: Mobility of materials and life cycles of artefacts: archaeometry of metals and glass of the La Tène and Early Roman period</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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