Determination of cultural areas based on medieval pottery using an original divisive hierarchical clustering method with geographical constraint (MapClust)
Spatial representation based on the distribution of artefact, especially pottery, is widely used in archaeology. The questions raised are often related for the construction of economic or cultural areas, based on fabrics, style or types of vessels. The middle Loire Valley with the study of an import...
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| Published in | Journal of archaeological science Vol. 132; p. 105431 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
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01.08.2021
Elsevier |
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| ISSN | 0305-4403 1095-9238 |
| DOI | 10.1016/j.jas.2021.105431 |
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| Abstract | Spatial representation based on the distribution of artefact, especially pottery, is widely used in archaeology. The questions raised are often related for the construction of economic or cultural areas, based on fabrics, style or types of vessels. The middle Loire Valley with the study of an important corpus of medieval pottery constitutes an essential framework for understanding this mechanisms over long time. The corpus of data collected and studied for over twenty years includes archaeological sites with reliable chrono-stratigraphic sets whose pottery assemblages are sufficiently large to respond to the problem posed.
The permanent increase of the corpus of data, especially since the last publication on this subject in 2013 for which the approach was purely empirical, requires the development of statistical tools adapted here to the spatial clustering analysis of the data. This article deals with a divisive hierarchical clustering method with geographical constraints: MapClust. It is based on spatial indicators called spatial patches. This statistical tool allows the archaeologist to visualize and analyse geographical patterns easily. The comparison of the present results with those of 2013 is a way to see the relevance of the method.
•MapClust: hierarchical divisive clustering method with geographical constraint.•This is a project on medieval and modern pottery from the middle Loire Valley.•Identification with MapClust of two cultural areas (North-East and South-West). |
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| AbstractList | Spatial representation based on the distribution of artefact, especially pottery, is widely used in archaeology. The questions raised are often related for the construction of economic or cultural areas, based on fabrics, style or types of vessels. The middle Loire Valley with the study of an important corpus of medieval pottery constitutes an essential framework for understanding this mechanisms over long time. The corpus of data collected and studied for over twenty years includes archaeological sites with reliable chrono-stratigraphic sets whose pottery assemblages are sufficiently large to respond to the problem posed.
The permanent increase of the corpus of data, especially since the last publication on this subject in 2013 for which the approach was purely empirical, requires the development of statistical tools adapted here to the spatial clustering analysis of the data. This article deals with a divisive hierarchical clustering method with geographical constraints: MapClust. It is based on spatial indicators called spatial patches. This statistical tool allows the archaeologist to visualize and analyse geographical patterns easily. The comparison of the present results with those of 2013 is a way to see the relevance of the method.
•MapClust: hierarchical divisive clustering method with geographical constraint.•This is a project on medieval and modern pottery from the middle Loire Valley.•Identification with MapClust of two cultural areas (North-East and South-West). Spatial representation based on the distribution of artefact, especially pottery, is widely used in archaeology. The questions raised are often related for the construction of economic or cultural areas, based on fabrics, style or types of vessels. The middle Loire Valley with the study of an important corpus of medieval pottery constitutes an essential framework for understanding this mechanisms over long time. The corpus of data collected and studied for over twenty years includes archaeological sites with reliable chrono-stratigraphic sets whose pottery assemblages are sufficiently large to respond to the problem posed.The permanent increase of the corpus of data, especially since the last publication on this subject in 2013 for which the approach was purely empirical, requires the development of statistical tools adapted here to the spatial clustering analysis of the data. This article deals with a divisive hierarchical clustering method with geographical constraints: MapClust. It is based on spatial indicators called spatial patches. This statistical tool allows the archaeologist to visualize and analyse geographical patterns easily. The comparison of the present results with those of 2013 is a way to see the relevance of the method. |
| ArticleNumber | 105431 |
| Author | Bellanger, Lise Coulon, Arthur Husi, Philippe |
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| Keywords | Pottery Archaeology Geographical constraints Cultural areas Divisive hierarchical clustering Middle loire valley |
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| Snippet | Spatial representation based on the distribution of artefact, especially pottery, is widely used in archaeology. The questions raised are often related for the... |
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| SubjectTerms | Archaeology Archaeology and Prehistory area cluster analysis Cultural areas data analysis data collection Divisive hierarchical clustering fabrics Geographical constraints geographical distribution Humanities and Social Sciences Mathematics Middle loire valley Pottery Statistics valleys |
| Title | Determination of cultural areas based on medieval pottery using an original divisive hierarchical clustering method with geographical constraint (MapClust) |
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