Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period

The literature in the field of archaeological predictive models has grown in the last years, looking for new factors the most effective methods to introduce. However, where predictive models are used for archaeological heritage management, they could benefit from using a more speedy and consequently...

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Main Authors: Lijie Yan, Peng Lu, Panpan Chen, Maria Danese, Xiang Li, Nicola Masini, Xia Wang, Lanbo Guo, Dong Zhao
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:ISPRS International Journal of Geo-Information
Subjects:
GIS
Online Access:https://www.mdpi.com/2220-9964/10/4/217
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spelling doaj-c1752981426e4ddea3ffea528047da6a2021-04-01T23:08:35ZengMDPI AGISPRS International Journal of Geo-Information2220-99642021-04-011021721710.3390/ijgi10040217Towards an Operative Predictive Model for the Songshan Area during the Yangshao PeriodLijie Yan0Peng Lu1Panpan Chen2Maria Danese3Xiang Li4Nicola Masini5Xia Wang6Lanbo Guo7Dong Zhao8Institute of Geography, Henan Academy of Sciences, Zhengzhou 450052, ChinaInstitute of Geography, Henan Academy of Sciences, Zhengzhou 450052, ChinaInstitute of Geography, Henan Academy of Sciences, Zhengzhou 450052, ChinaInstitute of Science of Cultural Heritage, National Research Council, C.da Santa Loja, 85050 Tito Scalo (PZ), ItalySchool of Earth and Environmental Sciences, University of Queensland, Brisbane, QLD 4072, AustraliaInstitute of Science of Cultural Heritage, National Research Council, C.da Santa Loja, 85050 Tito Scalo (PZ), ItalyInstitute of Geography, Henan Academy of Sciences, Zhengzhou 450052, ChinaInstitute of Geography, Henan Academy of Sciences, Zhengzhou 450052, ChinaInstitute of Geography, Henan Academy of Sciences, Zhengzhou 450052, ChinaThe literature in the field of archaeological predictive models has grown in the last years, looking for new factors the most effective methods to introduce. However, where predictive models are used for archaeological heritage management, they could benefit from using a more speedy and consequently useful methods including some well-consolidated factors studied in the literature. In this paper, an operative archaeological predictive model is developed, validated and discussed, in order to test its effectiveness. It is applied to Yangshao period (5000–3000 BC) in the Songshan area, where Chinese civilization emerged and developed, and uses 563 known settlement sites. The satisfactory results herein achieved clearly suggest that the model herein proposed can be reliably used to predict the geographical location of unknown settlements.https://www.mdpi.com/2220-9964/10/4/217GISprediction modelarchaeologySongshanYangshao period
collection DOAJ
language English
format Article
sources DOAJ
author Lijie Yan
Peng Lu
Panpan Chen
Maria Danese
Xiang Li
Nicola Masini
Xia Wang
Lanbo Guo
Dong Zhao
spellingShingle Lijie Yan
Peng Lu
Panpan Chen
Maria Danese
Xiang Li
Nicola Masini
Xia Wang
Lanbo Guo
Dong Zhao
Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period
ISPRS International Journal of Geo-Information
GIS
prediction model
archaeology
Songshan
Yangshao period
author_facet Lijie Yan
Peng Lu
Panpan Chen
Maria Danese
Xiang Li
Nicola Masini
Xia Wang
Lanbo Guo
Dong Zhao
author_sort Lijie Yan
title Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period
title_short Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period
title_full Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period
title_fullStr Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period
title_full_unstemmed Towards an Operative Predictive Model for the Songshan Area during the Yangshao Period
title_sort towards an operative predictive model for the songshan area during the yangshao period
publisher MDPI AG
series ISPRS International Journal of Geo-Information
issn 2220-9964
publishDate 2021-04-01
description The literature in the field of archaeological predictive models has grown in the last years, looking for new factors the most effective methods to introduce. However, where predictive models are used for archaeological heritage management, they could benefit from using a more speedy and consequently useful methods including some well-consolidated factors studied in the literature. In this paper, an operative archaeological predictive model is developed, validated and discussed, in order to test its effectiveness. It is applied to Yangshao period (5000–3000 BC) in the Songshan area, where Chinese civilization emerged and developed, and uses 563 known settlement sites. The satisfactory results herein achieved clearly suggest that the model herein proposed can be reliably used to predict the geographical location of unknown settlements.
topic GIS
prediction model
archaeology
Songshan
Yangshao period
url https://www.mdpi.com/2220-9964/10/4/217
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