GIS based models and estimation methods for the probability of archaeological site location

被引:34
|
作者
Espa, G.
Benedetti, R.
De Meo, A.
Ricci, U.
Espa, S.
机构
[1] Univ Trent, Trento, Italy
[2] Univ G DAnnunzio, Pescara, Italy
[3] CNR, Ist Tecnol Applicate Beni Culturali, I-00016 Rome, Italy
关键词
archaeological prospecting; predictive models; spatial correlation; CART; GIS;
D O I
10.1016/j.culher.2006.06.001
中图分类号
K85 [文物考古];
学科分类号
0601 ;
摘要
The aim of this research study is to show how a geographical information system (GIS) based methodology can be useful in developing a forecasting model for maps of archaeological site locations. Previous studies about these topics referred to log/autolog models that had, however, connections with outliers in calculating parameters and estimating specific hypotheses on the cases under investigation. In line with recent studies on predictive modeling, in this paper a solution is presented that is based on a combined use of statistics with GIS technology. Geographic information also from remotely sensed data helps to identify the presence of unknown sites in the area under study. This approach was tested on the Cures Sabini archaeological area with good results. One of the most interesting aspects of this methodology is the possibility of converting into an automatic tool the process that produces probability maps of archaeological site locations. (c) 2006 Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:147 / 155
页数:9
相关论文
共 50 条
  • [1] Location models and GIS tools for retail site location
    Suarez-Vega, Rafael
    Santos-Penate, Dolores R.
    Dorta-Gonzalez, Pablo
    APPLIED GEOGRAPHY, 2012, 35 (1-2) : 12 - 22
  • [2] AN EXPERIMENT IN ARCHAEOLOGICAL SITE LOCATION - MODELING IN THE NETHERLANDS USING GIS TECHNIQUES
    BRANDT, R
    GROENEWOUDT, BJ
    KVAMME, KL
    WORLD ARCHAEOLOGY, 1992, 24 (02) : 268 - 282
  • [3] Probability based models for estimation of wildfire risk
    Preisler, HK
    Brillinger, DR
    Burgan, RE
    Benoit, JW
    INTERNATIONAL JOURNAL OF WILDLAND FIRE, 2004, 13 (02) : 133 - 142
  • [4] CIRCULAR ARCHAEOLOGICAL SURVEY BASED ON THE GIS AT THE SIKIRYOU-SITE, KAGOSHIMA, JAPAN
    Ako, Takayuki
    Kamei, Hiroyuki
    STUDIJNE ZVESTI ARCHEOLOGICKEHO USTAVU SLOVENSKEJ AKADEMIE VIED, 2007, 41 : 97 - 98
  • [5] A comparative study on microcalcification detection methods with posterior probability estimation based on Gaussian mixture models
    Casaseca-de-la-Higuera, Pablo
    Arribas, Juan Ignacio
    Munoz-Moreno, Emma
    Alberola-Lopez, Carlos
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 49 - 54
  • [6] Message Loss Estimation Based on Probability Models for MQTT
    Lei, Naiwang
    Huang, Linhao
    Fang, Hao
    Chen, Chi-Hua
    Journal of Network Intelligence, 2023, 8 (02): : 586 - 594
  • [7] Archaeological Site Information Modelling and Management Based on Close-Range Photogrammetry and GIS
    Al-Ruzouq, Rami
    Abu Dabous, Saleh
    CONSERVATION AND MANAGEMENT OF ARCHAEOLOGICAL SITES, 2017, 19 (03) : 156 - 172
  • [8] Probability-based Clustering and Its Application to WLAN Location Estimation
    张明华
    张申生
    曹健
    JournalofShanghaiJiaotongUniversity(Science), 2008, (05) : 547 - 552
  • [9] Probability-based clustering and its application to WLAN location estimation
    Zhang M.-H.
    Zhang S.-S.
    Cao J.
    Journal of Shanghai Jiaotong University (Science), 2008, 13 (5) : 547 - 552
  • [10] ARCHAEOLOGICAL SITE LOCATION USING A GLOBAL POSITIONING SYSTEM
    SPENNEMANN, DHR
    JOURNAL OF FIELD ARCHAEOLOGY, 1992, 19 (02) : 271 - 274