Consiglio Nazionale delle Ricerche

Tipo di prodottoArticolo in rivista
TitoloReconstructing settlement evolution from neolithic to Shang dynasty in Songshan mountain area of central China based on self-organizing feature map
Anno di pubblicazione2019
Formato
  • Elettronico
  • Cartaceo
Autore/iLu P.; Chen P.; Tian Y.; He Y.; Mo D.; Yang R.; Lasaponara R.; Masini N.
Affiliazioni autoriInstitute of Geography, Henan Academy of Sciences, Zhengzhou, Henan, 450052, , China; Zhengzhou Base, International center on space technologies for natural and cultural heritage under the Auspices of UNESCO, Zhengzhou, 450052, , China; College of Urban and Environmental Sciences, Peking University, Beijing, 100871, , China; Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, PR China, Beijing, 100094, , China; Institute of Methodologies for Environmental Analysis, National Research Council, C.da Santa Loja, Tito Scalo (PZ), 85050, , Italy; Institute for Archaeological and Architectural Heritage, National Research Council, C.da Santa Loja, Tito Scalo (PZ), 85050, , Italy
Autori CNR e affiliazioni
  • NICOLA MASINI
  • ROSA LASAPONARA
Lingua/e
  • inglese
AbstractThe Self-Organizing Feature Map (SOFM) is one of the most popular neural network models, recently also adopted in archaeology to improve and enhance, on the basis of the availability of information and archaeological records, our understanding of the long-term human settlements and their evolution. In this paper, SOFM has been applied to classify prehistoric settlement size-grade in the Songshan Mountain Region in China, mainly focusing on the following four periods: Peiligang (9000-7000aBP), Yangshao (7000-5000aBP), Longshan (5000-4000aBP) and Xia-Shang (4000-3000aBP). Outputs from the SOFM analysis enabled us to capture the spatial relation between higher and lower grade settlements and to identify specific morphological patterns. This brought new light on the human settlements and their evolution in relations with the nature, environmental features, and cultural attitude in the Songshan Mountain Region where the Chinese civilization emerged and developed.
Lingua abstractinglese
Altro abstract-
Lingua altro abstract-
Pagine da23
Pagine a31
Pagine totali9
RivistaJournal of cultural heritage
Attiva dal 1999
Editore: Elsevier - Paris
Paese di pubblicazione: Francia
Lingua: inglese
ISSN: 1296-2074
Titolo chiave: Journal of cultural heritage
Titolo proprio: Journal of cultural heritage.
Titolo abbreviato: J. cult. herit.
Numero volume della rivista36
Fascicolo della rivista-
DOI10.1016/j.culher.2018.08.006
Verificato da refereeSì: Internazionale
Stato della pubblicazionePublished version
Indicizzazione (in banche dati controllate)
  • Scopus (Codice:2-s2.0-85052818394)
  • ISI Web of Science (WOS)
Parole chiavePrehistoric archaeology, China, Self-Organizing Feature Map, Prehistoric settlements distribution, Spatial pattern
Link (URL, URI)https://www.sciencedirect.com/science/article/pii/S1296207418302450?via%3Dihub
Titolo parallelo-
Licenza-
Scadenza embargo-
Data di accettazione02/08/2018
Note/Altre informazioniSongshan Mountain RegionPrehistoric settlements distributionSize-grade divisionSpatial patternEvolution characteristic
Strutture CNR
  • IBAM — Istituto per i beni archeologici e monumentali
  • IMAA — Istituto di metodologie per l'analisi ambientale
Moduli/Attività/Sottoprogetti CNR-
Progetti Europei-
Allegati
Reconstructing settlement evolution from neolithic to Shang dynasty in Songshan mountain area of central China based on self-organizing feature map (documento privato )
Tipo documento: application/pdf