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Archaeology, History, and Predictive Modeling

Archaeology, History, and Predictive Modeling PDF Author: David G. Anderson
Publisher: University of Alabama Press
ISBN: 0817312714
Category : Social Science
Languages : en
Pages : 682

Book Description
Fort Polk Military Reservation encompasses approximately 139,000 acres in western Louisiana 40 miles southwest of Alexandria. As a result of federal mandates for cultural resource investigation, more archaeological work has been undertaken there, beginning in the 1970s, than has occurred at any other comparably sized area in Louisiana or at most other localities in the southeastern United States. The extensive program of survey, excavation, testing, and large-scale data and artifact recovery, as well as historic and archival research, has yielded a massive amount of information. While superbly curated by the U.S. Army, the material has been difficult to examine and comprehend in its totality. With this volume, Anderson and Smith collate and synthesize all the information into a comprehensive whole. Included are previous investigations, an overview of local environmental conditions, base military history and architecture, and the prehistoric and historic cultural sequence. An analysis of location, environmental, and assemblage data employing a sample of more than 2,800 sites and isolated finds was used to develop a predictive model that identifies areas where significant cultural resources are likely to occur. Developed in 1995, this model has already proven to be highly accurate and easy to use. Archaeology, History, and Predictive Modeling will allow scholars to more easily examine the record of human activity over the past 13,000 or more years in this part of western Louisiana and adjacent portions of east Texas. It will be useful to southeastern archaeologists and anthropologists, both professional and amateur. David G. Anderson is an archaeologist with the National Park Service's Southeast Archeological Center in Tallahassee, Florida, and coeditor of The Woodland Southeast.Steven D. Smith is with SCIAA in Columbia, South Carolina. J.W. Joseph and Mary Beth Reed are with New South Associates in Stone Mountain, Georgia.

Archaeology, History, and Predictive Modeling

Archaeology, History, and Predictive Modeling PDF Author: David G. Anderson
Publisher: University of Alabama Press
ISBN: 0817312714
Category : Social Science
Languages : en
Pages : 682

Book Description
Fort Polk Military Reservation encompasses approximately 139,000 acres in western Louisiana 40 miles southwest of Alexandria. As a result of federal mandates for cultural resource investigation, more archaeological work has been undertaken there, beginning in the 1970s, than has occurred at any other comparably sized area in Louisiana or at most other localities in the southeastern United States. The extensive program of survey, excavation, testing, and large-scale data and artifact recovery, as well as historic and archival research, has yielded a massive amount of information. While superbly curated by the U.S. Army, the material has been difficult to examine and comprehend in its totality. With this volume, Anderson and Smith collate and synthesize all the information into a comprehensive whole. Included are previous investigations, an overview of local environmental conditions, base military history and architecture, and the prehistoric and historic cultural sequence. An analysis of location, environmental, and assemblage data employing a sample of more than 2,800 sites and isolated finds was used to develop a predictive model that identifies areas where significant cultural resources are likely to occur. Developed in 1995, this model has already proven to be highly accurate and easy to use. Archaeology, History, and Predictive Modeling will allow scholars to more easily examine the record of human activity over the past 13,000 or more years in this part of western Louisiana and adjacent portions of east Texas. It will be useful to southeastern archaeologists and anthropologists, both professional and amateur. David G. Anderson is an archaeologist with the National Park Service's Southeast Archeological Center in Tallahassee, Florida, and coeditor of The Woodland Southeast.Steven D. Smith is with SCIAA in Columbia, South Carolina. J.W. Joseph and Mary Beth Reed are with New South Associates in Stone Mountain, Georgia.

Case Studies in Archaeological Predictive Modelling

Case Studies in Archaeological Predictive Modelling PDF Author: Philip Verhagen
Publisher: Amsterdam University Press
ISBN: 9087280076
Category : Social Science
Languages : en
Pages : 224

Book Description
Dutch archaeology has experienced profound changes in recent years. This has led to an increasing use of archaeological predictive modelling, a technique that uses information about the location of known early human settlements to predict where additional settlements may have been located. Case Studies in Archaeological Predictive Modelling is the product of a decade of work by Philip Verhagen as a specialist in geographical information systems at RAAP Archeologisch Adviesbureau BV, one of the leading organizations in the field; the case studies presented here provide an overview of the field and point to potential future areas of research.

Quantifying the Present and Predicting the Past : Theory, Method, and Application of Archaeological Predictive Modeling

Quantifying the Present and Predicting the Past : Theory, Method, and Application of Archaeological Predictive Modeling PDF Author: Lynne Sebastian
Publisher:
ISBN:
Category : Archaeological surveying
Languages : en
Pages : 669

Book Description


Quantifying the Present and Predicting the Past

Quantifying the Present and Predicting the Past PDF Author: U.S. Department of the Interior
Publisher: Createspace Independent Publishing Platform
ISBN: 9781496015785
Category : Social Science
Languages : en
Pages : 690

Book Description
One of the more interesting developments in the field of archaeology in the recent past is the emergence of predictive modeling as an integral component of the discipline. Within any developing and expanding field, one may expect some initial controversy that will, presumably, diminish as the techniques are tested, refined, and finally accepted. We are still very much in the initial stages of learning how to go about using predictive modeling in archaeology, and this book represents an effort by some of the leading experts in the field to present a comprehensive and detailed examination of this approach to understanding how people in the past used the landscape in which they lived.

Practical Applications of GIS for Archaeologists

Practical Applications of GIS for Archaeologists PDF Author: Konnie L. Wescott
Publisher: CRC Press
ISBN: 9781138405219
Category :
Languages : en
Pages :

Book Description
The use of GIS is the most powerful technology introduced to archaeology since the introduction of carbon 14 dating. The most widespread use of this technology has been for the prediction of archaeological site locations. This book focuses on the use of GIS for archaeological predictive modeling. The contributors include internationally recognized researchers who have been at the forefront of this revolutionary integration of GIS and archaeology, as well as first generation researchers who have begun to critically apply this new technology and explore its theoretical implications.

Quantifying the Present and Predicting the Past

Quantifying the Present and Predicting the Past PDF Author: William James Judge
Publisher:
ISBN:
Category : Archaeological surveying
Languages : en
Pages : 696

Book Description


Computational and Machine Learning Tools for Archaeological Site Modeling

Computational and Machine Learning Tools for Archaeological Site Modeling PDF Author: Maria Elena Castiello
Publisher: Springer Nature
ISBN: 3030885674
Category : Technology & Engineering
Languages : en
Pages : 304

Book Description
This book describes a novel machine-learning based approach to answer some traditional archaeological problems, relating to archaeological site detection and site locational preferences. Institutional data collected from six Swiss regions (Zurich, Aargau, Grisons, Vaud, Geneva and Fribourg) have been analyzed with an original conceptual framework based on the Random Forest algorithm. It is shown how the algorithm can assist in the modelling process in connection with heterogeneous, incomplete archaeological datasets and related cultural heritage information. Moreover, an in-depth review of past and more recent works of quantitative methods for archaeological predictive modelling is provided. The book guides the readers to set up their own protocol for: i) dealing with uncertain data, ii) predicting archaeological site location, iii) establishing environmental features importance, iv) and suggest a model validation procedure. It addresses both academics and professionals in archaeology and cultural heritage management, and offers a source of inspiration for future research directions in the field of digital humanities and computational archaeology.

Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling

Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling PDF Author: Marieka Brouwer Burg
Publisher: Springer
ISBN: 3319278339
Category : Social Science
Languages : en
Pages : 189

Book Description
This volume deals with the pressing issue of uncertainty in archaeological modeling. Detecting where and when uncertainty is introduced to the modeling process is critical, as are strategies for minimizing, reconciling, or accommodating such uncertainty. Included chapters provide unique perspectives on uncertainty in archaeological modeling, ranging in both theoretical and methodological orientation. The strengths and weaknesses of various identification and mitigation techniques are discussed, in particular sensitivity analysis. The chapters demonstrate that for archaeological modeling purposes, there is no quick fix for uncertainty; indeed, each archaeological model requires intensive consideration of uncertainty and specific applications for calibration and validation. As very few such techniques have been problematized in a systematic manner or published in the archaeological literature, this volume aims to provide guidance and direction to other modelers in the field by distilling some basic principles for model testing derived from insight gathered in the case studies presented. Additionally, model applications and their attendant uncertainties are presented from distinct spatio-temporal contexts and will appeal to a broad range of archaeological modelers. This volume will also be of interest to non-modeling archaeologists, as consideration of uncertainty when interpreting the archaeological record is also a vital concern for the development of non-formal (or implicit) models of human behavior in the past.

Archaeological Prediction and Risk Management

Archaeological Prediction and Risk Management PDF Author: Hans Kamermans
Publisher: Amsterdam University Press
ISBN: 9789048510634
Category : Business & Economics
Languages : en
Pages : 0

Book Description
The Netherlands are one of the few countries in Europe where predictive models play an important role in cultural heritage management. The models are used to predict archaeological site location in order to guide future developments in the modern landscape. Many scholars however consider the application of predictive models for this purpose highly controversial. Between 2002 and 2006 a team of Dutch researchers conducted strategic research into predictive modelling on behalf of Dutch cultural resource management. One of the goals was to develop best practices for the production and application of these models. This book is the second and final edited volume of publications of this Predictive Modelling project. It brings together technical papers on developing new methods for predictive modelling and applied, interdisciplinary "action research" focusing on how the models are, or should be, used by stakeholders in cultural heritage management in the Netherlands.

Predictive Model for Archaeological Resources

Predictive Model for Archaeological Resources PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 13

Book Description
Predictive modeling for archaeological sites uses known environmental and geophysical correlates of sites, direct historical information, theory of settlement and subsistence system, and archaeological data substantiating these to identify areas with varying degrees of archaeological potential.