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27 pages, 67737 KiB  
Article
Aerial Remote Sensing Archaeology—A Short Review and Applications
by Dimitris Kaimaris
Land 2024, 13(7), 997; https://doi.org/10.3390/land13070997 - 5 Jul 2024
Viewed by 306
Abstract
Aerial and remote sensing archaeology are tools for identifying marks on images of archaeological remains covered by soil. In other words, they are archaeological prospection tools that fall into the category of non-destructive research methods. In this paper, a short review of these [...] Read more.
Aerial and remote sensing archaeology are tools for identifying marks on images of archaeological remains covered by soil. In other words, they are archaeological prospection tools that fall into the category of non-destructive research methods. In this paper, a short review of these valuable research tools is carried out, presenting the way marks appear, and also the categories of aerial and remote sensing archaeology, depending on the medium of storage of images and the type of platform of transfer of sensors. The timing of the emergence of each category is determined and examples of relevant surveys are presented. Focusing on the use of an Unmanned Aircraft System (UAS) with a multispectral sensor (aerial remote sensing archaeology), their partial utilization is revealed for collecting images in areas outside of the visible spectrum, aiming at the identification of covered archaeological remains. To this end, examples of the use of UAS with different sensors are presented and indexes that have been used so far in respective applications are gathered. Aerial remote sensing archaeology took place in two areas of particular interest in Northern Greece. UAS WingtraOne GEN II was used to collect multispectral images. In both study areas, soil and vegetation or crop marks were detected, possibly covered archaeological remains, initially in RGB orthophotomosaics and then more clearly in the index maps, such as the normalized difference vegetation index, simple ratio, brightness index, second brightness index, and anthocyanin reflectance index 2b. Full article
(This article belongs to the Special Issue Resilience in Historical Landscapes)
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15 pages, 5461 KiB  
Article
Drone-Borne Magnetic Gradiometry in Archaeological Applications
by Filippo Accomando and Giovanni Florio
Sensors 2024, 24(13), 4270; https://doi.org/10.3390/s24134270 - 1 Jul 2024
Viewed by 510
Abstract
The use of magnetometers arranged in a gradiometer configuration offers a practical and widely used solution, particularly in archaeological applications where the sources of interest are generally shallow. Since magnetic anomalies due to archaeological remains often have low amplitudes, highly sensitive magnetic sensors [...] Read more.
The use of magnetometers arranged in a gradiometer configuration offers a practical and widely used solution, particularly in archaeological applications where the sources of interest are generally shallow. Since magnetic anomalies due to archaeological remains often have low amplitudes, highly sensitive magnetic sensors are kept very close to the ground to reveal buried structures. However, the deployment of Unmanned Aerial Vehicles (UAVs) is increasingly becoming a reliable and valuable tool for the acquisition of magnetic data, providing uniform coverage of large areas and access to even very steep terrain, saving time and reducing risks. However, the application of a vertical gradiometer for drone-borne measurements is still challenging due to the instability of the system drone magnetometer in flight and noise issues due to the magnetic interference of the mobile platform or related to the oscillation of the suspended sensors. We present the implementation of a magnetic vertical gradiometer UAV system and its use in an archaeological area of Southern Italy. To reduce the magnetic and electromagnetic noise caused by the aircraft, the magnetometer was suspended 3m below the drone using ropes. A Continuous Wavelet Transform analysis of data collected in controlled tests confirmed that several characteristic power spectrum peaks occur at frequencies compatible with the magnetometer oscillations. This noise was then eliminated with a properly designed low-pass filter. The resulting drone-borne vertical gradient data compare very well with ground-based magnetic measurements collected in the same area and taken as a control dataset. Full article
(This article belongs to the Special Issue Advances on UAV-Based Sensing and Imaging)
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24 pages, 6561 KiB  
Article
Three-Dimensional Reconstruction of the Early Christian Temples of the Roman Fortress of Pitiunt
by Konstantin Glazov, Galina Trebeleva, Ivan Abornev, Suram Sakania, Vladlen Yurkov and Gleb Yurkov
Appl. Sci. 2024, 14(11), 4624; https://doi.org/10.3390/app14114624 - 28 May 2024
Viewed by 543
Abstract
Since 2018, the authors have been working on reconstructing the exterior of the Great Pitiunt Roman fortress in 3D. This article presents the results of the visualization of the exterior and interior of the temple complex. During the study, the dimensions and plans [...] Read more.
Since 2018, the authors have been working on reconstructing the exterior of the Great Pitiunt Roman fortress in 3D. This article presents the results of the visualization of the exterior and interior of the temple complex. During the study, the dimensions and plans of the site were analyzed, revealing discrepancies in various sources. To clarify the complex’s dimensions, aerial photography using UAV was conducted, and photogrammetric models, orthophoto, and digital surface models were created. The research also uncovered previously unrecorded architectural features. During the reconstruction of the temples, much attention was paid to the structural design of the buildings, connections and load distribution. Engineering calculations have been carried out for the clarification of the structural solutions. The article presents the results of a detailed reconstruction of the exterior, interior and structural features of Temple Nos. 1–4, based on preserved archaeological evidence, excavation results, contemporaneous Early Christian sites, and an analysis of the materials and technologies used at the time. The reconstruction of the mosaic floor of Temple No. 2 allowed a realistic visualization of the interior. Full article
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28 pages, 10468 KiB  
Article
Applying SLAM-Based LiDAR and UAS Technologies to Evaluate the Rock Slope Stability of the Grotta Paglicci Paleolithic Site (Italy)
by Luisa Beltramone, Vivien De Lucia, Andrea Ermini, Matteo Innocenti, Daniele Silvestri, Andrea Rindinella, Annamaria Ronchitelli, Stefano Ricci, Francesco Boschin and Riccardo Salvini
GeoHazards 2024, 5(2), 457-484; https://doi.org/10.3390/geohazards5020024 - 25 May 2024
Viewed by 559
Abstract
This study focuses on slope stability and geological hazard analyses at the Italian Paleolithic site of Grotta Paglicci. The site is characterized by a cave that contains rich archaeological and anthropological finds, spanning various Paleolithic periods, and includes faunal remains, lithic artifacts, human [...] Read more.
This study focuses on slope stability and geological hazard analyses at the Italian Paleolithic site of Grotta Paglicci. The site is characterized by a cave that contains rich archaeological and anthropological finds, spanning various Paleolithic periods, and includes faunal remains, lithic artifacts, human burials, ornaments, mobiliary art objects, and unique Paleolithic wall paintings. The study employs a multi-technique approach that includes topographic surveys carried out by the robotic total station and GNSS receivers, photogrammetric acquisitions with an unmanned aerial system, 3D SLAM-based LiDAR mapping, and an engineering geological survey. The collected data allowed for the creation of georeferenced 3D models that were utilized in rock slope stability analysis and modeling. The results of this comprehensive survey highlighted how the bedding and joint discontinuities influence rock stability in both the external and internal areas of the cave. The integrated use of SLAM-based LiDAR and photogrammetry has been proven to be an efficient and essential tool in the evaluation of the structural interactions between the external morphology and the cave, thus allowing the proposal of safety measures that will keep the site accessible for future activities. Full article
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18 pages, 20033 KiB  
Article
Transformation of Silifke—A Historic Town in Anatolia in the Ottoman Period
by Meltem Akyürek Algın and Şebnem Hoşkara
Buildings 2024, 14(5), 1412; https://doi.org/10.3390/buildings14051412 - 14 May 2024
Viewed by 575
Abstract
This article focuses on the Ottoman Period urban fabric of Silifke, a crucial historical town in Turkey. The aim of this paper is to develop a research framework for the transfer of cultural heritage and cultural continuity in multi-layered historical cities. In this [...] Read more.
This article focuses on the Ottoman Period urban fabric of Silifke, a crucial historical town in Turkey. The aim of this paper is to develop a research framework for the transfer of cultural heritage and cultural continuity in multi-layered historical cities. In this context, investigating the level of sociocultural transition and physical permeability between layers is the main problem of the article. The scope of the study consists of an approximately 1.5 km2 (150 hectares) area within the boundaries of the 3rd Degree archaeological site determined in 1995 by the Adana Cultural and Natural Heritage Conservation Regional Board. In the case area, there are building remains and 58 registered buildings, 40 of which were built during the Ottoman Period. The findings and evaluations were examined in three parts: the periods before the Ottoman Period, the Ottoman Period, and the Republican Period. Analyses were developed independently or overlapped from archive documents such as the Presidential Ottoman Archive (BOA), provincial yearbooks, engravings of travelers, photographs, aerial photographs of different years, current maps, zoning plans, and conservation plans. Then, we made descriptions and inferences about urban change/transformation, which is affected by the political, economic, social, cultural, and environmental factors of the town and will shape the future change/transformation and management of the town. The ultimate goal is to set up a basis for the Silifke town center that will guide future interventions and design and planning policies for cultural continuity. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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42 pages, 3596 KiB  
Review
Strategies for Optimized UAV Surveillance in Various Tasks and Scenarios: A Review
by Zixuan Fang and Andrey V. Savkin
Drones 2024, 8(5), 193; https://doi.org/10.3390/drones8050193 - 12 May 2024
Cited by 1 | Viewed by 1451
Abstract
This review paper provides insights into optimization strategies for Unmanned Aerial Vehicles (UAVs) in a variety of surveillance tasks and scenarios. From basic path planning to complex mission execution, we comprehensively evaluate the multifaceted role of UAVs in critical areas such as infrastructure [...] Read more.
This review paper provides insights into optimization strategies for Unmanned Aerial Vehicles (UAVs) in a variety of surveillance tasks and scenarios. From basic path planning to complex mission execution, we comprehensively evaluate the multifaceted role of UAVs in critical areas such as infrastructure inspection, security surveillance, environmental monitoring, archaeological research, mining applications, etc. The paper analyzes in detail the effectiveness of UAVs in specific tasks, including power line and bridge inspections, search and rescue operations, police activities, and environmental monitoring. The focus is on the integration of advanced navigation algorithms and artificial intelligence technologies with UAV surveillance and the challenges of operating in complex environments. Looking ahead, this paper predicts trends in cooperative UAV surveillance networks and explores the potential of UAVs in more challenging scenarios. This review not only provides researchers with a comprehensive analysis of the current state of the art, but also highlights future research directions, aiming to engage and inspire readers to further explore the potential of UAVs in surveillance missions. Full article
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30 pages, 10354 KiB  
Article
3D Modelling Approach to Enhance the Characterization of a Bronze Age Nuragic Site
by Stefano Cara, Paolo Valera and Carlo Matzuzzi
Minerals 2024, 14(5), 489; https://doi.org/10.3390/min14050489 - 6 May 2024
Viewed by 915
Abstract
Megalithism in Sardinia (Italy) had its highest expression during the Bronze Age with the creation of monumental complexes known as Nuraghes. These unique monuments have recently been the subject of in-depth investigations for their potential to be recognized as World Heritage Sites (by [...] Read more.
Megalithism in Sardinia (Italy) had its highest expression during the Bronze Age with the creation of monumental complexes known as Nuraghes. These unique monuments have recently been the subject of in-depth investigations for their potential to be recognized as World Heritage Sites (by UNESCO). The main purpose of our research was to make a contribution to obtain a more in-depth characterization of these monuments by testing a 3D model of a complex Nuraghe, integrated with an analysis of the geolithological context. This work first focused on the geological and typological investigation of the materials used in its construction, which was then compared with the geolithological characteristics of the region. A survey of the outcropping remains was carried out by means of Structure-from-Motion Multi-View Stereo (SfM-MVS) photogrammetry with UAV ground and aerial acquisition using APS-C photo sensors, georeferenced with an RTK-GNSS ground survey. The level of accuracy of our digital models shows the potential of the proposed method, giving accurate and geometrically consistent 3D reconstructions in terms of georeferencing error, shape and surface. The survey method allows for the virtualization of the current state of conservation of the Nuraghe, giving a solid basis to set up further (future) archaeological excavations and to contribute to knowledge on the architecture of the structures. This study also provides useful information on the nature and origin of the construction materials and proposes a hypothesis on the original dimensions of the monument, which is often a topic of debate in the world of archaeology. Full article
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22 pages, 57651 KiB  
Article
Growing in Scarcity: Pre-Hispanic Rain-Fed Agriculture in the Semi-Arid and Frost-Prone Andean Altiplano (Bolivia)
by Pablo Cruz, Richard Joffre, Thibault Saintenoy and Jean-Joinville Vacher
Land 2024, 13(5), 619; https://doi.org/10.3390/land13050619 - 3 May 2024
Viewed by 949
Abstract
Ancient Andean agricultural landscapes have been the subject of a large number of archaeological and agro-ecological studies, which generally refer to regions with favourable environmental conditions or, in the case of arid and semi-arid environments, those with irrigation facilities. The aim of this [...] Read more.
Ancient Andean agricultural landscapes have been the subject of a large number of archaeological and agro-ecological studies, which generally refer to regions with favourable environmental conditions or, in the case of arid and semi-arid environments, those with irrigation facilities. The aim of this article is to present and analyse the pre-Hispanic rain-fed farming systems widely represented in two adjacent regions of Bolivia’s arid and cold southern Altiplano. The search for archaeological agricultural areas combined aerial analysis and field surveys. Agro-ecological characterisation was based on historical and ethnographic studies of the region’s present-day populations. Despite their geographical proximity, similar environmental conditions, and same agropastoral way of life, the typology of cultivated areas developed in the southern altiplano differs significantly. Within this same framework of adaptation and resilience, the sectorisation of agricultural systems observed in these two regions reveals a regional productive specialisation that favoured internal exchanges and exchanges with other regions. These differences are related to two models of non-centralised, low-inequality societies—one strongly based on cohesion and the other characterised by greater fragmentation and social conflict—underlining the limits of strict environmental determinism in shaping agricultural landscapes. These results provide new food for thought in the debate on the use and value of rain-fed agricultural practices and more broadly on the diversity of adaptations by human societies in extreme and unstable environmental contexts. Full article
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8 pages, 10273 KiB  
Proceeding Paper
Discovering and Recording Archaeological Features during a Survey Using an Unmanned Aerial Vehicle and QField: Application and Integration for Studying the Countryside Surrounding Perugia, Umbria (Italy)
by Alessia Mandorlo
Proceedings 2024, 96(1), 2; https://doi.org/10.3390/proceedings2024096002 - 4 Mar 2024
Viewed by 451
Abstract
One of the uses of Unmanned Aerial Vehicles (UAVs)—also known as drones—in archaeology is aerial reconnaissance, and they are usually used to detect and record the features of archaeological sites. This article focuses on the application and integration of drones with surveys supported [...] Read more.
One of the uses of Unmanned Aerial Vehicles (UAVs)—also known as drones—in archaeology is aerial reconnaissance, and they are usually used to detect and record the features of archaeological sites. This article focuses on the application and integration of drones with surveys supported using a mobile GIS (QField). The research results presented herein concern an area of the northeastern countryside of the city of Perugia, in the Upper Tiber Valley. Field walking was carried out in 2020/2021. The information contained in this article has been organized and elaborated in a GIS environment (Qgis) to produce archaeological cartography. Full article
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16 pages, 8675 KiB  
Article
Multiscale and Multitemporal Remote Sensing for Neolithic Settlement Detection and Protection—The Case of Gorjani, Croatia
by Rajna Šošić Klindžić, Bartul Šiljeg and Hrvoje Kalafatić
Remote Sens. 2024, 16(5), 736; https://doi.org/10.3390/rs16050736 - 20 Feb 2024
Cited by 2 | Viewed by 1215
Abstract
The decade of research concentrating on the area of Eastern Slavonia revealed an abundance of large and complex Middle and Late Neolithic sites. It changed profoundly how we perceive Middle and Late Neolithic settlements, including space, size and organization. The vast majority of [...] Read more.
The decade of research concentrating on the area of Eastern Slavonia revealed an abundance of large and complex Middle and Late Neolithic sites. It changed profoundly how we perceive Middle and Late Neolithic settlements, including space, size and organization. The vast majority of these sites were detected through aerial reconnaissance and satellite image analysis. The observation of the sites was followed by intensive field surveys, which confirmed their attribution to the Middle and Late Neolithic period by surface finds. On those confirmed sites in the vicinity of Đakovo, Croatia, a magnetic survey was conducted on five sites, and the results confirmed the presence of large-scale Middle and Late Neolithic settlements with complex spatial organization and enclosure(s). The most complex remains so far are the sites Gorjani, Kremenjača and Topole, which we present in this paper, where one or two settlements remain covering an area of 70 hectares which is currently in the process of formal protection as a cultural landscape by the Ministry of Culture and Media of the Republic of Croatia. The special focus of this paper is the application of remote sensing in the detection, archaeological confirmation and protection of the site of Gorjani Topole. Full article
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18 pages, 13176 KiB  
Article
Non-Invasive Survey Techniques to Study Nuragic Archaeological Sites: The Nanni Arrù Case Study (Sardinia, Italy)
by Laura Muscas, Roberto Demontis, Eva B. Lorrai, Zeno Heilmann, Guido Satta, Gian Piero Deidda and Antonio Trogu
Geomatics 2024, 4(1), 48-65; https://doi.org/10.3390/geomatics4010003 - 7 Feb 2024
Viewed by 932
Abstract
The Italian territory of Sardinia Island has an enormous cultural and identity heritage from the Pre-Nuragic and Nuragic periods, with archaeological evidence of more than 7000 sites. However, many other undiscovered remnants of these ancient times are believed to be present. In this [...] Read more.
The Italian territory of Sardinia Island has an enormous cultural and identity heritage from the Pre-Nuragic and Nuragic periods, with archaeological evidence of more than 7000 sites. However, many other undiscovered remnants of these ancient times are believed to be present. In this context, it can be helpful to analyze data from different types of sensors on a single information technology platform, to better identify and perimeter hidden archaeological structures. The main objective of the study is to define a methodology that through the processing, analysis, and comparison of data obtained using different non-invasive survey techniques could help to identify and document archaeological sites not yet or only partially investigated. The non-invasive techniques include satellite, unmanned aerial vehicle, and geophysical surveys that have been applied at the nuraghe Nanni Arrù, one of the most important finds in recent times. The complexity of this ancient megalithic edifice and its surroundings represents an ideal use case. The surveys showed some anomalies in the areas south–east and north–east of the excavated portion of the Nanni Arrù site. The comparison between data obtained with the different survey techniques used in the study suggests that in areas where anomalies have been confirmed by multiple data types, buried structures may be present. To confirm this hypothesis, further studies are believed necessary, for example, additional geophysical surveys in the excavated part of the site. Full article
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15 pages, 10989 KiB  
Article
The Role of Aerial Prospection for Monitoring and Preserving Cultural Heritage in Northeastern Africa
by David Laguna-Palma, Maurizio Toscano and Carlos Rodríguez-Rellán
Heritage 2024, 7(2), 652-666; https://doi.org/10.3390/heritage7020032 - 31 Jan 2024
Viewed by 1530
Abstract
Anthropogenic and environmental processes present unique challenges for preserving cultural heritage in North Africa. Large parts of this region are characterised by unfavourable arid and semi-arid conditions and rapid changes to the landscapes caused by heightened regional development (e.g., urban expansion, road building, [...] Read more.
Anthropogenic and environmental processes present unique challenges for preserving cultural heritage in North Africa. Large parts of this region are characterised by unfavourable arid and semi-arid conditions and rapid changes to the landscapes caused by heightened regional development (e.g., urban expansion, road building, agricultural intensification, and socio-political conflicts). As a result, we are facing a fast-paced disappearance of heritage sites in regions that are still poorly understood. Following this, the utilisation of Earth observation data through aerial photographs and satellite imagery has emerged as an unmatched tool in the exploration of endangered archaeological heritage. Drawing on this context, this paper underscores the critical significance of incorporating digital research methods, such as remote sensing, GIS, or cartographic analysis, to ensure the evaluation and (digital) preservation of the historical sites along these vulnerable areas. Furthermore, our study seeks to provide new insights into data management and dissemination, fostering open research practices within North African archaeological research. Full article
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25 pages, 10937 KiB  
Article
Measurement Accuracy and Improvement of Thematic Information from Unmanned Aerial System Sensor Products in Cultural Heritage Applications
by Dimitris Kaimaris
J. Imaging 2024, 10(2), 34; https://doi.org/10.3390/jimaging10020034 - 28 Jan 2024
Viewed by 1593
Abstract
In the context of producing a digital surface model (DSM) and an orthophotomosaic of a study area, a modern Unmanned Aerial System (UAS) allows us to reduce the time required both for primary data collection in the field and for data processing in [...] Read more.
In the context of producing a digital surface model (DSM) and an orthophotomosaic of a study area, a modern Unmanned Aerial System (UAS) allows us to reduce the time required both for primary data collection in the field and for data processing in the office. It features sophisticated sensors and systems, is easy to use and its products come with excellent horizontal and vertical accuracy. In this study, the UAS WingtraOne GEN II with RGB sensor (42 Mpixel), multispectral (MS) sensor (1.2 Mpixel) and built-in multi-frequency PPK GNSS antenna (for the high accuracy calculation of the coordinates of the centers of the received images) is used. The first objective is to test and compare the accuracy of the DSMs and orthophotomosaics generated from the UAS RGB sensor images when image processing is performed using only the PPK system measurements (without Ground Control Points (GCPs)), or when processing is performed using only GCPs. For this purpose, 20 GCPs and 20 Check Points (CPs) were measured in the field. The results show that the horizontal accuracy of orthophotomosaics is similar in both processing cases. The vertical accuracy is better in the case of image processing using only the GCPs, but that is subject to change, as the survey was only conducted at one location. The second objective is to perform image fusion using the images of the above two UAS sensors and to control the spectral information transferred from the MS to the fused images. The study was carried out at three archaeological sites (Northern Greece). The combined study of the correlation matrix and the ERGAS index value at each location reveals that the process of improving the spatial resolution of MS orthophotomosaics leads to suitable fused images for classification, and therefore image fusion can be performed by utilizing the images from the two sensors. Full article
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15 pages, 283 KiB  
Review
Digital Tools for Data Acquisition and Heritage Management in Archaeology and Their Impact on Archaeological Practices
by Dorina Moullou, Rebeka Vital, Stella Sylaiou and Lemonia Ragia
Heritage 2024, 7(1), 107-121; https://doi.org/10.3390/heritage7010005 - 26 Dec 2023
Cited by 1 | Viewed by 2156
Abstract
The significance of data acquisition in archaeological practice has consistently held great importance. Over the past few decades, the growing prevalence of digitization in acquiring data has significantly transformed the landscape of archaeological fieldwork, influencing both methodology and interpretation. The integration of digital [...] Read more.
The significance of data acquisition in archaeological practice has consistently held great importance. Over the past few decades, the growing prevalence of digitization in acquiring data has significantly transformed the landscape of archaeological fieldwork, influencing both methodology and interpretation. The integration of digital photogrammetry and laser scanning technologies in archaeology has transformed data acquisition, enabling efficient and precise documentation. However, this digital shift raises concerns about information overload, the potential loss of on-site insights, and the need for suitable data management methods. Over the past 15 years, digital tools like photogrammetry, laser scanning, and unmanned aerial vehicles have advanced cultural heritage documentation. These methods offer detailed 3D models of archaeological sites, artifacts, and monuments, with evolving accessibility and user friendliness. This paper delves into methods for documenting cultural heritage, examining the implications of various approaches on the archaeologist’s workflow and on the field as a whole. Full article
18 pages, 13591 KiB  
Article
Remotely Sensing the Invisible—Thermal and Magnetic Survey Data Integration for Landscape Archaeology
by Jegor K. Blochin, Elena A. Pavlovskaia, Timur R. Sadykov and Gino Caspari
Remote Sens. 2023, 15(20), 4992; https://doi.org/10.3390/rs15204992 - 17 Oct 2023
Cited by 1 | Viewed by 1319
Abstract
Archaeological landscapes can be obscured by environmental factors, rendering conventional visual interpretation of optical data problematic. The absence of evidence can lead to seemingly empty locations and isolated monuments. This, in turn, influences the cultural–historical interpretation of archaeological sites. Here, we assess the [...] Read more.
Archaeological landscapes can be obscured by environmental factors, rendering conventional visual interpretation of optical data problematic. The absence of evidence can lead to seemingly empty locations and isolated monuments. This, in turn, influences the cultural–historical interpretation of archaeological sites. Here, we assess the potential of integrating thermal and magnetic remote sensing methods in the detection and mapping of buried archaeological structures. The area of interest in an alluvial plain in Tuva Republic makes the application of standard methods like optical remote sensing and field walking impractical, as natural vegetation features effectively hide anthropogenic structures. We combined drone-based aerial thermography and airborne and ground-based magnetometry to establish an approach to reliably identifying stone structures concealed within alluvial soils. The data integration led to the discovery of nine buried archaeological structures in proximity to an Early Iron Age royal tomb, shedding light on ritual land use continuity patterns. Full article
(This article belongs to the Special Issue Application of Remote Sensing in Cultural Heritage Research II)
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