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A supervised machine-learning approach towards geochemical predictive modelling in archaeology
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“K-Nearest Neighbors (KNNs) uses feature similarity to predict attributes, making it especially useful in archaeology where context and proximity are significant.”
From Predictive modeling for targeted archaeological survey of arsacid period sites in the iranian borderland region of the araxes river valley (2026) · cites this paper as Oonk & Spijker, 2015
In the citing paper
“This method is favored for its straightforward approach and capability to produce reliable results with minimal data preprocessing in archaeological predictive modeling (Oonk & Spijker, 2015).”
From Predictive modeling for targeted archaeological survey of arsacid period sites in the iranian borderland region of the araxes river valley (2026) · cites this paper as Oonk & Spijker, 2015
In the citing paper
“SVMs are critical for achieving high precision in classification tasks within archaeological predictive modeling (Oonk & Spijker, 2015).”
From Predictive modeling for targeted archaeological survey of arsacid period sites in the iranian borderland region of the araxes river valley (2026) · cites this paper as Oonk & Spijker, 2015
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Research works printed but not linked: 33
- Abedi, 2012, Support vector machine for multi-classification of mineral prospectivity areas, Comput. Geosci., 46, 272, 10.1016/j.cageo.2011.12.014 · DOI
- Abedi, 2012, Integration of various geophysical data with geological and geochemical data to determine additional drilling for copper exploration, J. Appl. Geophys., 83, 35, 10.1016/j.jappgeo.2012.05.003 · DOI
- Aston, 1998, The potential for heavy metal soil analysis on low status archaeological sites at Shapwick, Somerset, Antiquity, 72, 838, 10.1017/S0003598X00087445 · DOI
- Baudron, 2013, Identifying the origin of groundwater samples in a multi-layer aquifer system with random forest classification, J. Hydrol., 499, 303, 10.1016/j.jhydrol.2013.07.009 · DOI
- Cook, 2005, Soil geochemistry and detection of early Roman precious metal and copper alloy working at the Roman town of Calleva Atrebatum (Silchester, Hampshire, UK), J. Archaeol. Sci., 32, 805, 10.1016/j.jas.2005.01.006 · DOI
- De Boer, 2005, Het fysisch-geografisch onderzoek en de ontstaansgeschiedenis van westelijk Zeeuws-Vlaanderen: een status quaestionis, Tijdschr. Waterstaatsgeschied., 14, 48
- Dejonghe, 1998, Zinc-lead deposits of Belgium, Ore Geol. Rev., 12, 329, 10.1016/S0169-1368(98)00007-9 · DOI
- Eckel, 2002, Investigation of unrecognized former secondary lead smelting sites: confirmation by historical sources and elemental ratios in soil, Environ. Pollut., 117, 273, 10.1016/S0269-7491(01)00195-6 · DOI
- Entwistle, 1998, Multi-element analysis of soils from Scottish historical sites. Interpreting land-use history through the physical and geochemical analysis of soil, J. Archaeol. Sci., 25, 53, 10.1006/jasc.1997.0199 · DOI
- Entwistle, 2000, The geoarchaeological significance and spatial variability of a range of physical and chemical soil properties from a former habitation site, Isle of Skye, J. Archaeol. Sci., 27, 287, 10.1006/jasc.1999.0453 · DOI
- Fernandez, 2002, An ethnoarchaeological study of chemical residues in the floors and soils of Q’eqchi’ Maya houses at Las Pozas, Guatemala, Geoarchaeology, 17, 487, 10.1002/gea.10026 · DOI
- Griffith, 1981, A pedological investigation of an archaeological site in Ontario, Canada, II. Use of chemical data to discriminate features of the Benson site, Geoderma, 25, 27, 10.1016/0016-7061(81)90004-5 · DOI
- Ingham, 2014, A combined chemical, isotopic and microstructural study of pyrite from roll-front uranium deposits, Lake Eyre Basin, South Australia, Geochim. Cosmochim. Acta, 125, 440, 10.1016/j.gca.2013.10.017 · DOI
- Jørgensen, 2005, Multi-elemental EDXRF mapping of polluted soil from former horticultural land, Environ. Int., 31, 43, 10.1016/j.envint.2004.06.007 · DOI
- Karatzoglou, 2004, Kernlab an S4 package for Kernel Methods in R, J. Stat. Softw., 11, 1
- Knudson, 2004, Chemical characterization of Arctic soils: activity area analysis in contemporary Yup’ik fish camps using ICP-AES, J. Archaeol. Sci., 31, 443, 10.1016/j.jas.2003.09.011 · DOI
- Lehouck, 2005, Het verzwolgen cultuurlandschap, Archeologische sporen van middeleeuwse infrastructuur in westelijk Zeeuws-Vlaanderen, Tijdschr. Waterstaatsgeschied., 14, 59
- Linderhold, 1994, Chemical characterization of various archaeological soil samples using main and trace elements determined by inductively coupled plasma atomic emission spectrometry, J. Archaeol. Sci., 21, 303, 10.1006/jasc.1994.1030 · DOI
- Micó, 2006, Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis, Chemosphere, 65, 863, 10.1016/j.chemosphere.2006.03.016 · DOI
- Middleton, 1996, Chemical analysis of modern and archaeological house floors by means of inductively coupled plasma atomic emission spectroscopy, J. Archaeol. Sci., 23, 673, 10.1006/jasc.1996.0064 · DOI
- Oonk, 2009, The Application of Geochemical Methods for Dutch Archaeological Resource Management, vol. 11
- Oonk, 2009, Effects of site lithology on geochemical signatures of human occupation in archaeological house plans in the Netherlands, J. Archaeol. Sci., 36, 1215, 10.1016/j.jas.2009.01.010 · DOI
- Oonk, 2009, Geochemistry as an aid in archaeological prospection and site interpretation: current issues and research directions, Archaeol. Prospect, 16, 35, 10.1002/arp.344 · DOI
- Oonk, 2009, Geochemical and mineralogical investigation of domestic archaeological soil features at the Tiel-Passewaaij site, the Netherlands, J. Geochem. Explor., 101, 155, 10.1016/j.gexplo.2008.06.004 · DOI
- Parnell, 2002, Soil chemical analysis applied as an interpretive tool for ancient human activities in Piedras Negras, Guatemala, J. Archaeol. Sci., 29, 379, 10.1006/jasc.2002.0735 · DOI
- Pierce, 1998, Determining the fuel constituents of ancient hearth ash via ICP-AES analysis, J. Archaeol. Sci., 25, 493, 10.1006/jasc.1997.0252 · DOI
- Schlezinger, 2000, Organic phosphorus and elemental ratios as indicators of prehistoric human occupation, J. Archaeol. Sci., 27, 479, 10.1006/jasc.1999.0464 · DOI
- Spijker, 2005, Geochemical Patterns in the Soils of Zeeland, vol. 330
- Sullivan, 2004, Identifying activity areas in archaeological soils from a colonial Virginia house lot using phytolith analysis and soil chemistry, J. Archaeol. Sci., 31, 1659, 10.1016/j.jas.2004.04.007 · DOI
- Terry, 2004, The story in the floors: chemical signatures of ancient and modern Maya activities at Aguateca, Guatemala, J. Archaeol. Sci., 31, 1237, 10.1016/j.jas.2004.03.017 · DOI
- Veer van der, 2006, Geochemical Soil Survey of the Netherlands. Atlas of Major and Trace Elements in Topsoil and Parent Material; Assessment of Natural and Anthropogenic Enrichment Factors, vol. 347
- Wells, 2004, Investigating activity patterns in prehispanic plazas: weak acid-extraction ICP/AES analysis of anthrosols at Classic period El Coyote, northwest Honduras, Archaeometry, 46, 67, 10.1111/j.1475-4754.2004.00144.x · DOI
- Wilson, 2005, An evaluation of multielement analysis of historic soil contamination to differentiate space use and former function in and around abandoned farms, Holocene, 15, 1094, 10.1191/0959683605hl881rr · DOI
Cited by
Sorted by citations
Castiello, M. E., & Tonini, M. (2021) · Journal of Computer Applications in Archaeology · doi:10.5334/jcaa.71 · Cited by 29
Wang, J., Soroush, M., Maziar, S., & Khazraee, E. (2026) · Journal of Archaeological Method and Theory · doi:10.1007/s10816-025-09733-5 · Cited by 3
Metadata
- Authors
- Oonk, S., & Spijker, J.
- Venue
- Journal of Archaeological Science
- Publisher
- Elsevier BV
- Published
- 2015-07
- Volume
- 59
- Pages
- 80-88
- ISSN
- 0305-4403
- Cited by
- 53
- References
- 0
- Language
- en
- Funders
- Rijkswaterstaat
- The Netherlands Organization for Scientific Research
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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