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Accepted Manuscript Airborne LiDAR application to karstic areas: the example of Trieste province (north- eastern Italy) from prehistoric sites to Roman forts F. Bernardini, A. Sgambati, M. Montagnari Kokelj, C. Zaccaria, R. Micheli, A. Fragiacomo, C. Tiussi, D. Dreossi, C. Tuniz, A. De Min PII: S0305-4403(12)00554-7 DOI: 10.1016/j.jas.2012.12.029 Reference: YJASC 3544 To appear in: Journal of Archaeological Science Received Date: 12 November 2012 Revised Date: 13 December 2012 Accepted Date: 14 December 2012 Please cite this article as: Bernardini, F., Sgambati, A., Montagnari Kokelj, M., Zaccaria, C., Micheli, R., Fragiacomo, A., Tiussi, C., Dreossi, D., Tuniz, C., De Min, A., Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern Italy) from prehistoric sites to Roman forts, Journal of Archaeological Science (2013), doi: 10.1016/j.jas.2012.12.029. This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

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Page 1: Airborne LiDAR application to karstic areas: the example ... · PDF fileAccepted Manuscript Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern

Accepted Manuscript

Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern Italy) from prehistoric sites to Roman forts

F. Bernardini, A. Sgambati, M. Montagnari Kokelj, C. Zaccaria, R. Micheli, A.Fragiacomo, C. Tiussi, D. Dreossi, C. Tuniz, A. De Min

PII: S0305-4403(12)00554-7

DOI: 10.1016/j.jas.2012.12.029

Reference: YJASC 3544

To appear in: Journal of Archaeological Science

Received Date: 12 November 2012

Revised Date: 13 December 2012

Accepted Date: 14 December 2012

Please cite this article as: Bernardini, F., Sgambati, A., Montagnari Kokelj, M., Zaccaria, C., Micheli,R., Fragiacomo, A., Tiussi, C., Dreossi, D., Tuniz, C., De Min, A., Airborne LiDAR application to karsticareas: the example of Trieste province (north-eastern Italy) from prehistoric sites to Roman forts, Journalof Archaeological Science (2013), doi: 10.1016/j.jas.2012.12.029.

This is a PDF file of an unedited manuscript that has been accepted for publication. As a service toour customers we are providing this early version of the manuscript. The manuscript will undergocopyediting, typesetting, and review of the resulting proof before it is published in its final form. Pleasenote that during the production process errors may be discovered which could affect the content, and alllegal disclaimers that apply to the journal pertain.

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Highlights

• Our manuscript reports the results of airborne LiDAR application to a karstic area (Trieste Karst, northeastern Italy).

• We have produced a Digital Terrain Model (DTM) of the studied area by the Free Open Source Software (FOSS) SAGA GIS starting from LiDAR data.

• LiDAR derived images have allowed identifying numerous unknown fortified structures ranging from prehistory to Roman time.

• We have discovered a Roman republican fort. This discovery is particularly significant since similar structures, almost unknown in Italy, find comparison only with younger examples of military forts from Roman provinces.

• We have applied computed micro-tomography (µCT) to study some artefacts from the archaeological structures.

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Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern

Italy) from prehistoric sites to Roman forts

F. Bernardinia, A. Sgambatib, M. Montagnari Kokeljc,C. Zaccariac, R. Michelid, A. Fragiacomoe, C.

Tiussic, D. Dreossif, C. Tuniza and A. De Ming

aMultidisciplinary Laboratory, The “Abdus Salam” International Centre for Theoretical Physics, Trieste, Italy b Ispettorato agricoltura e foreste di Gorizia e Trieste,Trieste, Italy c Department of Humanistic Studies, University of Trieste, Trieste, Italy d Soprintendenza per i Beni Archeologici del FriuliVenezia Giulia del MiBAC, Trieste, Italy e Società per la Preistoria e Protostoria del Friuli Venezia Giulia, Trieste, Italy f Sincrotrone Trieste S.C.p.A., AREA Science Park, Basovizza (Trieste), Italy g Department of Mathematics and Geosciences, University of Trieste, Trieste, Italy

ABSTRACT

The Trieste Karst, at the north-easternmost shore of the Adriatic Sea, is rich in prehistoric caves and

protohistoric hill forts. Most of these archaeological sites were already identified in the second half

of the 19th century when large parts of the area were almost without vegetation coverage for the

effect of sheep breeding and exploitation of wood resources. Only a few open-air archaeological

sites have been discovered in recent years due to the lack of systematic archaeological surveys and

reforestation.

Airborne LiDAR (light detection and ranging) data, originally acquired for environmental

monitoring over the Friuli Venezia Giulia region (north-eastern Italy), have been recently analysed

by means of free open source softwares for archaeological prospection of the Trieste Karst area. The

LiDAR derived images have allowed identifying numerous unknown fortified structures ranging

from prehistory to Roman time within a complex archaeological landscape that includes possible

funerary barrows, agricultural terraces and other structures. The discovery of a probable Roman

republican fort is particularly significant since similar structures, almost unknown in Italy, find

comparison only with younger examples of military forts from Roman provinces.

The discovery of prehistoric, protohistoric and Roman fortified sites reported in this paper shows

that airborne LiDAR remote sensing represents a revolution in landscape archaeology and

archaeological mapping of karstic areas. This technique can provide unexpected results even in

relatively urbanized territories investigated for a long time.

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KEY WORDS: airborne LiDAR, Free Open Source Software (FOSS) SAGA GIS, Trieste Karst,

archaeological mapping, prehistoric fortified sites, republican Roman fort

1. Introduction

The karstic plateau near Trieste (north-eastern Italy), on the northernmost shore of the Adriatic Sea,

(Fig. 1) is a carbonate succession ranging from the Aptian to the Lower Eocene, informally known

as Trieste Karst Formation (Cucchi et al., 1989). Two parallel hilly chains with NW-SE orientation,

separated by a relatively flat area in the middle, run through the Trieste Karst, one in front of the

gulf of Trieste and one by the border between Italy and Slovenia. The height of the Karst increases

from sea level in the north-west, near the Timavo mouths, towards the south-eastern area, where the

maximum elevation is about 500 m (Fig. 1).

This area is rich in archaeological caves and rock shelters, mainly used from the Mesolitic to

protohistoric times (Boschian and Montagnari Kokelj, 2000; Montagnari Kokelj, 1994;

www.units.it/criga), and Bronze Age-Iron Age hill forts, locally called castellieri (Antonelli et al.,

2004; Bandelli and Montagnari, 2005; Marchesetti, 1903), which entered under the direct Roman

influence in the 2nd century BC (Bandelli 2004; Horvat, 1997, 1999, 2002, 2008, 2009).

Prehistoric open-air sites are almost completely unknown, with few exceptions (Almerigogna,

1986; Bernardini, 2007; Bernardini and Betic, 2008; Dolzani, 1993).

The castellieri were recognized as protohistoric sites during the second half of the 19th century: the

majority of them (24 sites) was identified and mapped by Marchesetti (1903), and only few other

hill forts have been identified after his pioneering field research and studies (10 sites; Andreolotti

and Stradi, 1965; Bernardini, 2005, 2012; Flego and Rupel, 1993; Schmid and Faraone, 1971) due

to the Karst reforestation and the lack of archaeological systematic surveys (Fig. 1). Moreover, only

some of these fortified structures have been partially excavated (for detailed references see Bandelli

and Montagnari, 2005 and Flego and Rupel, 1993).

Several Roman archaeological sites are known in the area (Auriemma and Karinja, 2008) but traces

of military fortified structures datable to the romanization of the region are unknown, perhaps with

the exception of a possible Roman military fort on the top of San Rocco hill, between Trieste and

Muggia (Flego and Župančič, 1991).

The light detection and ranging (hereafter LiDAR) remote sensing (Campbell, 2002; Jensen, 2000),

presented in this paper, yields information that surpasses that obtained in many years of

archaeological surveys in the Karst area, opening a new era for landscape archaeology and

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archaeological mapping of karstic areas (Chase et al., 2011, 2012).

2. Materials and Methods

2.1 Open-air archaeological sites in temperate karstic landscapes

Despite temperate karstic areas represent a complex and dynamic system, the evolution of which

mainly depends on climatic and geological conditions of the carbonatic outcrops, remains of even

small archaeological structures can be preserved on the ground surface. This is possible due to the

small sedimentation rates in comparison to other landscape systems, such as, for example, alluvial

plains (Rommens et al., 2006).

Archaeological structures gradually become part of the landscape but are still detectable as relief

variations. For this reason, LiDAR digital terrain models of karstic areas reveal, as in a palimpsest,

a complex superposition of structures belonging to different periods.

2.2 Data Acquisition

The LiDAR over-flights of the Friuli Venezia Giulia region (Italy) were undertaken by Helica

Company for the Protezione Civile della Regione Friuli Venezia Giulia during 2006. They used an

Airborne Laser Terrain Mapper (ALTM) Optech 3033, which was mounted onto a helicopter

AS350. This system allows the acquisition of data from a maximum height of 3000 m above ground

level with a frequency of 33.000 kHz and a density of 4-5 laser shots per square meter.

The system includes a set of four main components: a laser (1064 nm - near IR), an inertial

measurement system, a positioning and navigation system based on a Geographical Positioning

System (GPS) and a central control unit mounted on board of the aircraft. The laser emits short

pulses to an oscillating mirror which reflects them perpendicularly with respect to the advancement

direction of the aircraft, thus effecting scanning of the underlying area. The Optech 3033 unit

records up to 4 discreet returns per shot, recording their position and intensity. The obtained point

cloud data in LAS format are then classified in non-ground (class 1) and ground points (class 2)

through a filtering procedure (Wichmann et al., 2008).

It is therefore possible to obtain topographic maps of the ground with an absolute vertical accuracy

higher than 15 cm, and a planimetric accuracy between 10 and 80 cm depending on the altitude

acquisition.

2.3 Data elaboration

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The original LAS format data from LiDAR survey were provided already classified in non-ground

(class 1) and ground points (class 2). The ground data covering the entire Trieste province have

been processed using the free open source software (FOSS) SAGA GIS (www.saga-gis.org). The

LAS files have been imported into Saga as point clouds, from which the points belonging to the

ground (class 2) have been extracted using the module "point cloud reclassifier, subset extractor".

In order to merge different grids, a new grid system, covering the entire Trieste province, has been

created using the module “grid tools create grid system”, and the cell size has been set at 50 cm.

Then, the data have been rasterized using the module "grid gridding, shapes to grid". The raster thus

obtained shows numerous empty cells, corresponding to areas not detected by the laser pulses.

These cells have been closed through an interpolation process using the module "grid tools, close

gaps". This operation produces a continuous raster, which is called Digital Terrain Model (DTM).

The DTM has been processed with the module "terrain analysis, analytical hill shading" to produce

a shaded relief of the 212 sq km Trieste area, in order to reveal archaeological structures.

The use of standard options of the module "analytical hill shading" (azimuth 315˚, declination 45˚

and exaggeration 4) already gives good results. However, in order to bring out the map of some

structures, the azimuth angle has sometimes been modified (Devereux et al., 2008).

3. Results

The LiDAR data allow imaging of the complete Trieste Karst in 2-D, revealing topography and

fortified archaeological structures of different ages. Their features have been brought out applying

different light angles and shade conditions. A preliminary list of the archaeological fortified sites

that have been identified by LiDAR is reported in Tab. 1. Among them, some examples of

prehistoric, protohistoric and Roman sites, whose preliminary chronology has been defined on the

basis of the artefacts found during archaeological surveys, are discussed below (Figs. 2, 5).

3.1 Open air prehistoric site

Most of the prehistoric sites of the Trieste Karst, ranging from the Early Palaeolithic to the Copper

Age, have been identified in caves or rock-shelters, very common in this area. The only known

open air-sites are relatively small concentrations of scattered flint artefacts found in a few areas not

associated with any structure (Almerigogna, 1986; Bernardini, 2007, Bernardini and Betic, 2008;

Dolzani, 1993). Moreover a few Copper Age artefacts have been reported from areas later occupied

by protohistoric hill forts (Bernardini et al., 2009, 2010, 2011; Maselli Scotti, 1986, 1988;

Montagnari Kokelj, 1988, 1989, 1997).

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LiDAR images have revealed a long semicircular structure on a hilltop near Sgonico (Trieste)

called Vrh Strele, where flint artefacts have been found (Area a of Fig. 1, Tab. 1). The

geomorphologic features of the area, in the form of micro-relief variations, had already suggested to

the authors a possible modification of the original morphology of the hill, but only LiDAR images

seems to support this hypothesis (Fig. 2, I).

The top of the hill is surrounded by a semicircular structure that starts at the northern margin and

runs along the eastern and southern mountain sides, where it changes direction forming a quite large

terrace (Fig. 2, I). Only the terrace is quite easily recognizable from the ground.

The chipped stone artefacts have been mainly found in two areas, one on the hilltop inside the

semicircular wall (hereinafter zone A; 16 artefacts) and the other one in the south western part of

the site (hereinafter zone B; 25 artefacts; Fig. 2, I). Moreover a few flint flakes come from the

terrace (2 artefacts). Among them some retouched implements have been recognized and in

particular a lunate from zone A (Figs. 3-4, n. 6), an end scraper (Figs. 3-4, n. 2), a side scraper (Figs.

3-4, n. 3) and a fragmented tool with foliated retouch (a piercer or a fragmented harrow head) from

zone B (Figs. 3-4, n. 1). Moreover some small bladelets and three corticated pieces have been also

found in zones 1-2 (Figs. 3-4).

The surfaces of the artefacts are characterized by a white patina, which covers the original aspect of

the raw material with the exception of a few fractured edges of the artefacts, where the original light

grey colour is visible. The raw material shows a good quality due to the very fine-grained texture.

The presence of a few pieces still preserving a calcareous cortex suggests exploitation from primary

deposits while the good quality of the raw material excludes the low quality karstic flint deposits as

possible source. The probable exploitation of primary deposits also indicates that the small flint

pebbles, which can be found along the upper course of Reka/Timavo River and in the surroundings,

were not used as raw material for the small Sgonico lithic assemblage (Turk, 2004). These features

suggest a non-regional origin, perhaps from Lessini hills (Barfield, 2000; Della Casa, 2005; Ferrari

and Mazzieri, 1998).

The typology of the artefact with a foliated retouch and the lunate tool (Figs. 3-4, n. 6) could

suggest for part of the assemblage an attribution to Copper Age. In north-eastern Italy similar lunate

tools, assigned to Copper Age, have been reported from several sites (Montagnari Kokelj, 1988,

1989; Moretti et al., 1978; Pessina, 1993).

However, the complete absence of pottery findings does not help in the interpretation of the small

lithic assemblage and a different age of the flint artefacts cannot be ruled out. Lunate artefacts can

be attributed to other periods too and the small bladelets recall Mesolithic artefacts from caves

(Guerreschi, 1998) and open-air sites of the Karst (Bernardini, 2007).

In the case of a Copper Age attribution, the flint industry and the structures identified by LiDAR

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could be aspects of the same occupation episode(s), although archaeological excavations should be

scheduled in order to test this hypothesis.

3.2 Protohistoric hill forts

The protohistoric castellieri, which generally show irregular shapes, are today represented by big

collapsed dry stonewalls which generally border the hilltops and support artificially levelled

terraces where houses and/or other structures were built often in perishable materials.

As reported in the previous paragraphs, most of the protohistoric hill forts of the Trieste Karst were

identified by Marchesetti (1903) (Fig. 1). Among the few sites discovered in the last decades, three

of them have been recently identified after a time-consuming archaeological survey of all the hill

tops of one sector of the Trieste Karst near the Rupinpiccolo village (Trieste; Bernardini, 2012).

These structures are characterized by a bad state of preservation and are often recognizable only

through micro-relief variations and, also for this reason, were not identified before. A few small

fragments of protohistoric pottery have been found in two of the new sites (Bernardini, 2012; II and

IV of Fig. 2).

These fortified structures are built on the top of contiguous hills next to the already known

Rupinpiccolo hill fort (Area 1 of Fig. 1, Fig. 2, II, IV-V). Their interesting location confirms the

existence of sites, which are close one to the other. The thick vegetation and abundance of ticks

have made the schematic mapping of the three fortified structures very difficult.

Instead, the LiDAR DTM has revealed the shape of the defensive walls faster and more precisely

than with traditional mapping systems, giving an accurate map of the protohistoric fortified

structures (Fig. 2, II, IV-V) and revealing a complex anthropic landscape, including structures of

different periods: agricultural terraces, dry stonewalls, causeways and war trenches. Moreover, an

accurate observation of the LiDAR images close to the sites has also allowed identifying two

circular structures of about 10 m diameter surrounded by probable agricultural terraces (Fig. 2, III).

They could tentatively be interpreted as funerary barrows, which are quite spread in northeastern

Italy (Càssola Guida and Calosi, 2012).

The other fortified structures identified in the area using LiDAR derived images (Tab. 1), ranging

from very small to medium size fortifications, have considerably improved our knowledge about

the castellieri settlement system in the studied area. The sites, generally organized in small clusters

around a central hill fort, are concentrated along the inner hilly chain, often defending

communication routes (Fig. 1). Such concentration of sites suggests a high strategic significance of

this geographical border, which extends to southeast in present-day Slovenia.

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Moreover the LiDAR derived images have shown that the localization of some archaeological sites

was wrong and, sometimes, their maps incomplete. For example, the castelliere of Prečni vrh is

located little further south than the position published by Flego and Rupel (1993).

3.3 The discovery of a Roman fort

C. Marchesetti (1903) reports a castelliere on mount Grociana piccola in the south-eastern part of

the Trieste Karst, characterized by a double defensive wall. This elevation overlooks a large area

with a strategic significance for the connections between the Trieste gulf, present-day Slovenia and

the Quarnero bay (Croatia). The remains of dry stonewalls were already difficult to recognize when

Marchesetti visited the site for the bad state of preservation and tree planting. The same author also

mentions the existence on the hilltop of building remains and coeval pottery younger than the

protohistoric structures, without specifying their chronology.

Today the area is almost completely covered by thick vegetation and only small parts of the

defensive walls are identifiable, while no traces of the buildings remains reported by Marchesetti

are visible.

The LiDAR DTM clearly shows a large rectangular structure with a playing-card layout (c. 165 m x

134 m) oriented north to south, housing a smaller one (circa 100 m x 43 m) with a different

orientation, (Figs. 5). From the ground, the remains of internal walls are larger than the external

ones. Such a regular plan indicated from the very beginning that the age of the structures could not

be protohistoric as previously supposed. The Roman origin of the site was shown by an accurate

archaeological survey of the area, which has allowed discovering, inside the inner rectangular

enclosure, two fragmented brims of transport republican amphorae (Fig. 6) as well as a few small

fragments of other vessels. Protohistoric pottery has not been found.

3.4 Characterization and typology of the archaeological finds

An important element for the typological attribution of amphorae is represented by the brim section

profile, which often shows a gradual evolution from one shape to another one. The section profile of

Lamboglia 2 type develops from a clear triangular shape (derived from the previous Greek Italic

models) in the second half of the 2nd century BC progressively becoming less triangular during the

1st century BC (Bruno, 1995; Casari, 2005; Horvat, 1997; Horvat and Bavdek, 2009; Nonnis, 2001).

Since the only available artefacts from mount Grociana piccola which can give some preliminary

chronological information are the two amphora brims (Fig. 6), they have been analysed through

computed micro-tomography (µCT) in order to produce virtual sections, useful for the typological

attribution and a preliminary micro-textural description (Figs. 7-8).

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The analyses have been carried out at the Multidisciplinary Laboratory (MLAB) of the Abdus

Salam International Centre of Theoretical Physics (ICTP). A cone beam µCT system has been

recently built by ICTP in collaboration with Sincrotrone Trieste S.C.p.A. (Trieste, Italy) in the

framework of the EXACT (Elemental X-ray Analysis and Computed Tomography) project, funded

by the Regione Friuli - Venezia Giulia (Bernardini et al., 2012; Tuniz et al., 2012). The ICTP system

is based on a microfocus X-ray source (minimum focal spot size 5 µm, voltage up to 150 kV) and a

large area flat panel sensor. Exploiting the cone beam geometry a complete reconstruction of the

objects with 42 µm isotropic voxel size has been obtained. The µCT scans were carried out with a

source voltage of 145 kV, a current of 200 µA and recording 2400 projections of the sample over

360 degrees.

On the basis of the section profiles of the brims (Figs. 7-8), both the amphora fragments can be

ascribed to Lamboglia 2 type. The sample still preserving part of the handle is probably older due to

the triangular profile of the section (Fig. 7) and can be included among the hanging triangular brims

of the variants A 6-8 according to the classification of Horvat and Bavdek (2009). This last brim

shows a pinkish colour and a fine-grained homogenous texture without chamotte inclusions, while

the other one has a pale yellow colour; its texture is characterized by quite abundant presence of

reddish chamotte inclusions.

The chronology of Lamboglia 2 amphora type, ranges from the end of the 2nd century BC to

approximately the 3rd decade BC, (Bruno, 1995; Casari, 2005; Horvat, 1997; Horvat and Bavdek,

2009; Nonnis, 2001). Close to the investigated area, individual Lamboglia 2 amphorae were

discovered at Cattinara protohistoric hill fort (Casari, 2005), Grad near Šmihel, Bandera and Laze

on Planina plain (Horvat and Bavdek, 2009). Remains of republican amphorae have been also

reported from the San Rocco hill, in front of the Muggia bay, where a large structure with

orthogonal walls was identified by Flego and Župančič (1991). Abundant remains of the same

amphora type were found in the Sermin settlement (Horvat, 1997) and in the Mandrga and Preval

sites in the strategic Razdrto pass area (Horvat and Bavdek, 2009).

4. Discussion and conclusions

LiDAR derived images, produced using open source softwares, allow to easily discriminate

between natural landscapes and those modified by man through times. Most of the Trieste Karst,

mold since ancient times in order to get farmable grounds, is characterized by a complex

superposition of structures belonging to different periods.

Thanks to LiDAR data and complementary archaeological surveys in the studied area, an open-air

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prehistoric site probably associated with structures remains, preliminary datable to the Copper Age,

has been identified on a hilltop close to the village of Sgonico.

Numerous protohistoric fortified structures have been discovered and their plan has been detected

with high accuracy after a quick processing of LiDAR data, significantly changing our knowledge

about the settlement system of castellieri.

The most surprising discovery is represented by the mount Grociana piccola republican Roman

structures, probably to be interpreted as a military fort and previously believed to be a protohistoric

site. The amphora brim of Lamboglia 2 type with a clear triangular shape suggests that the fort

already existed in the end of the 2nd or in the beginning of the 1st century BC, but do not exclude an

earlier construction of at least one part of the walls. The presence of two rectangular fortifications

with different orientations and wall dimensions probably indicates at least two main building

phases. Similar structures, almost completely unknown in the studied area and in Italy perhaps with

the exception of the site identified on the close San Rocco hill (Flego and Župančič, 1991), find

good comparison only with younger examples of military fortifications from Roman provinces

(Bidwell, 2007; Brewer, 2000; Flynt, 2005; Guštin, 2002; Mason, 2006, 2008).

The fortified structures of the mount Grociana piccola are likely to be related to one of the military

episodes conducted by the Romans in this sector of Adriatic area between the third Istrian war (178-

177 a.C.) and the complete romanization of the region (Bandelli, 2004; Horvat, 2009).

According to literary sources, during the first phase of the third Istrian war, the Roman fleet moved

from the Lacus Timavi to the first landing place in Istrian territory, while two consular legions

camped at slightly less than five Roman miles (5 miles = 7.4 Km) from it (Liv. XLI, 1, 1-6).

According to several authors, one of the most probable landing places of this episode would be

inside the Muggia bay and the fort would have been built in the karstic plateau around Basovizza

(Marchesetti, 1903). The mount Grociana piccola stands just in this area, about 7 km distant from

the protohistoric and then Roman landing place of Stramare. This important site is located at the

mouth of the Rio Ospo River inside the Muggia bay (Betic et al., 2008).

Marchesetti (1903) also agrees with this localization of the landing place but suggests moving the

position of the fort towards the sea between Cattinara and Montebello because in the Basovizza area

no traces of entrenched camps were known at his time.

On the basis of the position, planimetric map and preliminary chronology, a possible identification

of the Roman fortified structures of mount Grociana piccola with the military fort reported by the

literary sources (Liv. XLI, 1, 1-6) can be proposed.

However, before drawing any firm conclusions about the role of the camp(s) in the roman history,

archaeological investigations should clarify the function and chronology of the structures identified

near Basovizza and their connection with those emerging on the top of San Rocco hill.

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In conclusion, LiDAR images yield information that surpasses that obtained after years of

archaeological surveys in the Karst revealing many previously unknown fortified structures

belonging to different periods, identified in a complex archaeological landscape that includes

funerary barrows, agricultural terraces and other structures. Although systematic survey and

excavation programs are necessary to integrate the data obtained from the LiDAR acquisition, the

case studies presented in this paper illustrate the exceptional informative value of this technique for

the archaeological mapping of karstic areas.

Acknowledgements

We would like to thank the Protezione Civile of Regione Friuli Venezia Giulia and the Ispettorato

agricoltura e foreste di Gorizia e Trieste for the laser scan data, Diego Masiello for the help during

the first surveys on mount Grociana piccola, Serena Privitera for the drawings of the amphorae, the

Soprintendenza per i Beni Archeologici del Friuli Venezia Giulia for the authorization to study

them. Many thanks to M. Di Giovannantonio for the language review of the paper.

This work is part of the ICTP/Elettra EXACT Project (Elemental X-ray Analysis and computed

Tomography) funded by Regione Friuli - Venezia Giulia (Italy).

References

Almerigogna, G., 1986. Quota 36 di Monfalcone. Atti della Società per la Preistoria e Protostoria della Regione Friuli

Venezia Giulia V, 151-155.

Andreolotti, S., Stradi, F., 1965. Nuovi castellieri e stazioni dell’età dei metalli individuati nel territorio triestino. Atti e

Memorie Commissione Grotte E. Boegan 4, 107-121.

Antonelli, F., Bernardini, F., Capedri, S., Lazzarini, L., Montagnari Kokelj, E., 2004. Archaeometric study of

protohistoric grinding tools of volcanic rocks found in the Karst and Istria. Archaeometry 46, 537-552.

Auriemma, R. and Karinja, S. (Eds.), 2008. Terre di mare. L’archeologia dei paesaggi costieri e le variazioni climatiche,

Atti del Convegno Internazionale di Studi, Trieste 8-10 novembre 2007, Trieste - Pirano 2008.

Bandelli, G., 2004. Momenti e forme nella politica illirica della repubblica romana (229-49 a.C.), in: Urso, G. (Ed.),

Dall’Adriatico al Danubio. L’Illirico nell’età greca e romana, Edizioni ETS, Pisa, pp. 95-139.

Bandelli, G., Montanari Kokelj, E. (Eds.), 2005. Carlo Marchesetti e i castellieri, 1903-2003, Editreg, Trieste.

Page 13: Airborne LiDAR application to karstic areas: the example ... · PDF fileAccepted Manuscript Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern

MANUSCRIP

T

ACCEPTED

ACCEPTED MANUSCRIPT

11

Barfield, L.H., 2000. Commercio e scambio nel Neolitico dell’Italia settentrionale, in: Pessina, A., Muscio, G. (Eds.), La

neolitizzazione tra oriente e occidente, Proceedings of the International Congress, pp. 55-66.

Bernardini, F., 2005. Una nuova macina protostorica in trachite dei Colli Euganei rinvenuta nei pressi della stazione

ferroviaria di Duino nel Carso triestino. Atti della Commissione Grotte Eugenio Boegan XL, 95-105.

Bernardini, F., 2007. Rinvenimenti preistorici di superficie nell’area del Monte Stena in Val Rosandra (Carso Triestino).

Gortania 28, 93-107.

Bernardini, F., 2012. Nuove strutture fortificate protostoriche a Rupinpiccolo (Carso Triestino). Atti del Museo Civico

di Storia Naturale di Trieste 55, 307-315.

Bernardini F., Betic, A., 2008. Il sito di Zaule presso Trieste (Italia nord-orientale), in: Auriemma, R., Karinja S. (Eds.),

L'archeologia dei paesaggi costieri e le variazioni climatiche, Proceedings of the International Congress, Trieste, pp. 38-

43.

Bernardini, F., De Min, A., Demarchi, G., Montagnari Kokelj, E., Velušček, A., Komšo, D., 2009. Shaft-hole axes from

Slovenia and northwestern Croatia: a first archaeometric study on artefacts manufactured from meta-dolerites.

Archaeometry 51, 894–912.

Bernardini, F., Eichert, D., Lenaz, D., DeMin, A., Tuniz, C., Velušček, A., Montagnari Kokelj, E., 2011. Synchrotron

FTIR micro-spectroscopy applied to the study of polished serpentinite artefacts: a non-destructive analytical

Approach. Archaeometry 53, 753–764.

Bernardini, F., De Min, A., Eichert, D., Alberti, A., Demarchi, G., Velušcˇek, A., Tuniz, C., Montagnari Kokelj, E.,

2010. Shaft-hole axes from Caput Adriae: mineralogical and chemical constraints about the provenance of serpentinitic

Artefacts. Archaeometry 53, 261–284.

Bernardini, F., Tuniz, C., Coppa, A., Mancini, L., Dreossi, D., Eichert, D., Turco, G., Biasotto, M, Terrasi, F., De

Cesare, N., Hua, Q., Levchenko, V., 2012. Beeswax as Dental Filling on a Neolithic Human Tooth. PLoS ONE 7(9):

e44904. doi:10.1371/journal.pone.0044904.

Betic, A., Bernardini, F., Montagnari Kokelj, M., 2008. I castellieri di Trieste tra Carso e mare, in: Auriemma, R.,

Karinja S. (Eds.), L'archeologia dei paesaggi costieri e le variazioni climatiche, Proceedings of the International

Congress, pp. 25-37.

Bidwell, P., 2007. Roman Forts in Britain, New edition, Tempus Publishing, Stroud.

Boschian, G., Montagnari Kokelj, E., 2000. Prehistoric shepherds and caves in the Trieste Karst (Northeastern Italy).

Geoarchaeology 15, 331-371.

Brewer, R. (ed.), 2000. Roman fortresses and their legions, London & Cardiff.

Page 14: Airborne LiDAR application to karstic areas: the example ... · PDF fileAccepted Manuscript Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern

MANUSCRIP

T

ACCEPTED

ACCEPTED MANUSCRIPT

12

Bruno, B., 1995. Aspetti di storia economica della Cisalpina Romana: le anfore di tipo Lamboglia 2 rinvenute in

Lombardia, Roma.

Campbell, J.B., 2002. Introduction to Remote Sensing (Third edition), Taylor & Francis, London.

Jensen, J.R., 2000. Remote Sensing of the Environment: An earth Resource Prerspective, Prentice-

Hall, New Jersey.

Casari, P., 2005. Gli scavi di Marchesetti al castelliere di Cattinara: I materiali romani, in: Bandelli, G., Montanari

Kokelj, E. (Eds.), Carlo Marchesetti e i castellieri, 1903-2003, Editreg, Trieste, pp. 617-625,

Càssola Guida, P., Calosi, M. (Eds.), 2012. Una sepoltura monumentale dell’antica età del bronzo: il tumulo di

Sant’Osvaldo (Udine) – scavi 2000-2002, edizioni Quasar, Roma.

Chase, A.F., Chase D.Z., Weishampel, J.F., Drake, J.B., Shrestha, R.L., Slatton, K.C., Awef, J.J., Carter, W.E., 2011.

Airborne LiDAR, archaeology, and the ancient Maya landscape at Caracol, Belize. Journal of Archaeological Science

38, 387-398.

Chase, A. F., Chase, D.Z., Fisher, C.T., Leisz, S.J. Weishampel, J. F. 2012. Geospatial revolution and remote sensing

LiDAR in Mesoamerican archaeology. Proceedings of the National Academy of Sciences of the United States of

America 109(32), 12916-12921.

Cucchi, F., Pirini Radrizzani, C., Pugliese, N., 1989. The carbonate stratigraphic sequence of the Karst of Trieste (Italy),

in: Carulli, G.B., Cucchi, F., Pirini Radrizzani, C. (Eds.), Evolution of the Karstic Carbonate Platform: relation with

other Periadriatic Carbonate Platforms. Memorie della Società Geologica Italiana vol. 40, pp. 35-44.

Della Casa, PH., 2005. Lithic resources in the early prehistory of the Alps. Archaeometry 47, 221-234.

Devereux, B.J., Amable, G.S., Crow, P., 2008. Visualization of LiDAR terrain models for archaeological feature

detection. Antiquity 82, 470-479.

Dolzani, L., 1993. Rinvenimento di strumenti in selce presso Aurisina. Atti Società Preistoria e Protostoria Friuli

Venezia-Giulia VII, 7-12.

Ferrari, A., Mazzieri, P., 1998. Fonti e processi di scambio di rocce silicee scheggiabili, in: Pessina, A., Muscio, G.

(Eds.), Settemila anni fa il primo pane: ambienti e culture delle società neolitiche, Edizioni del Museo Friulano di Storia

Naturale, Tavagnacco (UD), pp. 165-170

Flego, S., Rupel, L., 1993. I castellieri della provincia di Trieste, Editoriale Stampa Triestina.

Flego, S., Župančič, M., 1991. Topografia archeologica del comune di San Dorligo della Valle (Provincia di Trieste),

Page 15: Airborne LiDAR application to karstic areas: the example ... · PDF fileAccepted Manuscript Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern

MANUSCRIP

T

ACCEPTED

ACCEPTED MANUSCRIPT

13

Biblioteca Nazionale Slovena e degli Studi – Sezione storia, Trieste, Znanstvenoraziskovalni center Slovenske

Akademije Znanosti in Umetnosti – Inštitut za arheologijo, Ljubljana, Trieste-Ljubljana.

Flynt, S.R., 2005. The Military Vici of Noricum, PhD thesis, Missouri-Columbia.

Guerreschi, A., 1998. Il Mesolitico nell’Italia nord-orientale, in: Pessina, A., Muscio, G. (Eds.), Settemila anni fa il

primo pane: ambienti e culture delle società neolitiche, Edizioni del Museo Friulano di Storia Naturale, Tavagnacco

(UD), pp. 79-85.

Guštin, M., 2002. Il campo militare romano a Čatež presso Brežice (Slovenia). Quaderni Friulani di Archeologia 12, 69-75.

Horvat, J. (Ed.), 1997. Sermin: a prehistoric and early Roman settlement in northwestern Istria, Opera Instituti

Archaeologici Sloveniae, 3, Inštitut za arheologijo ZRC SAZU, Založba ZRC, Ljubljana.

Horvat, J., 1999. Roman Provincial Archaeology in Slovenia Following the year 1965: Settlement and Small Finds.

Arheološki vestnik 50, 215-257.

Horvat, J., 2002. The Hoard of Roman Republican Weapons from Grad near Šmihel. Arheološki vestnik 53, 117-192.

Horvat, J., 2008. The beginning of Roman commerce along the main route Aquileia - Emona, in: Auriemma, R., Karinja

S. (Eds.), L'archeologia dei paesaggi costieri e le variazioni climatiche, Proceedings of the International Congress,

Trieste, pp. 444-453.

Horvat, J., 2009. Selected Aspects of Romanisation in Western and Central Slovenia, in: Cuscito, G. (ed.), Aspetti e

problemi della romanizzazione. Venetia, Histria e arco Alpino orientale, Antichità Altoadriatiche 68, Trieste, pp. 355-

381.

Horvat, J., Bavdek, A. (Eds.), 2009. Okra. The gateway between the Mediterranean and Central Europe, Opera Instituti

Archaeologici Sloveniae, 17, Inštitut za arheologijo ZRC SAZU, Založba ZRC, Ljubljana.

Marchesetti, C., 1903. I castellieri preistorici di Trieste e della Regione Giulia. Atti del Museo Civico di Storia

Naturale di Trieste 4, 1–206.

Maselli Scotti, F., 1986. Il castelliere di S. Michele presso Bagnoli. Aquileia Nostra 57, 337-352.

Maselli Scotti, F., 1988. Il castelliere di San Michele di Bagnoli. Atti e Memorie della Società Istriana di Archeologia e

Storia Patria LXXXVIII, 220-226.

Mason, Ph., 2006. The Augustan fort at Obrežje, Slovenia, in: Davidson, D., Gaffney, V., Marin E. ( Eds.), Dalmatia.

Research in the Roman Province 1970-2001. BAR International Series 1576, Oxford 2006, pp. 67-71.

Page 16: Airborne LiDAR application to karstic areas: the example ... · PDF fileAccepted Manuscript Airborne LiDAR application to karstic areas: the example of Trieste province (north-eastern

MANUSCRIP

T

ACCEPTED

ACCEPTED MANUSCRIPT

14

Mason, Ph., 2008. The Roman Fort at Obrežje and Augustan Military Activity in the Sava Valley in Slovenia, in: Rom

auf dem Weg nach Germanien: Geostrategie, Vormarschtrassen und Logistik, Bodenaltertümer Westfalens 45, Mainz

2008, pp. 187-198.

Montagnari Kokelj, E., 1988. Castellazzo di Doberdò (Gorizia) and some Copper Age / Early bronze age aspects in

Friuli Venezia Giulia, in: L’età del rame in Europa, Proceedings of the International Congress (Viareggio, 15-18 October

1987), 632-633.

Montagnari Kokelj, E. (Ed.), 1989. Il Carso Goriziano tra protostoria e storia; da Castellazzo a San Polo, Provincia di

Gorizia, Museo provinciale di Borgo Castello, Gorizia.

Montagnari Kokelj, E., 1994. Il Carso triestino tra Neolitico e Bronzo Antico, in Preistoria e Protostoria del Friuli

Venezia Giulia e dell’Istria, in: Atti della XXIX Riunione Scientifica dell’Istituto Italiano di Preistoria e Protostoria (28-

30 settembre 1990), 71-89.

Montagnari Kokelj, E., 1997. Il territorio di Muggia prima della costruzione dei castellieri, in: Il Civico Museo di

Muggia, 35-7, Comune di Muggia, Provincia di Trieste, Trieste.

Moretti, M, Gerdol, R., Stacul, G., 1978. I castellieri di Nivize Monte Grisa Ponte San Quirino: complessi dell'età del

Bronzo, Civici musei di storia ed arte, Electa, Milano.

Nonnis, D., 2001. Appunti sulle anfore adriatiche d’età repub-blicana: aree di produzione e commercializzazione,

Antichità Alto Adriatiche 46, 467-500.

Rommens, T., Verstraeten, G., Bogman, P., Peeters, I., Poesen, J., Govers, G., van Rompaey, A., Lang, A., 2006.

Holocene alluvial sediment storage in a small river catchmant in the loess area of central Belgium. Geomorphology 77,

187–201.

Pessina, A., 1993. Siti preistorici a Nogaredo del Torre. Quaderni Friulani di Archeologia III, 39-56.

Schmid, A., Faraone, E., 1971. L'antica rete stradale del Timavo. Alpi Giulie 66.

Tito Livio. Ab Urbe condita, Intratex Digital Library.

Tuniz, C., Bernardini, F., Turk, I., Dimkaroski, L., Mancini, L., Dreossi, D. 2012. Did neanderthals play music? x-ray

computed micro-tomography of the Divje babe ‘flute’?. Archaeometry 54, 581-590.

Turk, I., 2004. Viktorjev Spodmol and Mala Triglavca, Contributions to understanding the Mesolithic period in

Slovenia, Opera Instituti Archaeologici Sloveniae 9, Ljubljana.

Wichmann, V., Rutzinger, M., Vetter, M., 2008. Digital terrain model generation from airborne laser scanning point data

and the effect of grid-cell size on the simulation results of a debris flow model, in: Hamburger Beiträge zur Physischen

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Geographie und Landschaftsökologie, Institut für Geographie der Universität Hamburg Vol. 19, 103-113.

Captions

Fig. 1. The archaeological sites, ranging from prehistory to Roman period, identified by LiDAR in the Trieste Karst

area (red symbols). The sites of Area a and Area b are discussed in the text. For the name of the new sites see Tab. 1.

Red diamonds = fortified open-air prehistoric sites; red circles = fortified structures probably belonging to protohistoric

time; red crosses = possible protohistoric funerary barrows; red squares = Roman fortified structures; black circles and

crosses = protohistoric castellieri and funerary barrows identified by Marchesetti (1903); grey circles and squares =

protohistoric castellieri and Roman fortified structures identified after the activity of Marchesetti (1903).

Fig. 2. LiDAR DTM of Area 1 showing the identified archaeological sites: I= possible structures associated with flint

chipped industry; II = protohistoric hill fort; III = possible protohistoric funerary barrows indicated by arrows; IV-V =

protohistoric hill forts. Scale bars in boxes 1-5: 50 m.

Fig. 3. Photographs of selected artefacts from Sgonico.

Fig. 4. Selected artefacts from Sgonico (Trieste); drawings by A. Fragiacomo. Scale bar: 1 cm.

Fig. 5. LiDAR DTM of the mount Grociana piccola (Area 2) showing the Roman structures probably belonging to a

military fort. Scale bar: 50 m.

Fig. 6. Brims of transportable republican amphorae from mount Grociana piccola; drawings by S. Privitera. Scale bar: 5

cm.

Fig. 7. µCT virtual reconstruction and sections of the amphora brim shown in Fig. 6 A, probably belonging to an

archaic Lamboglia 2 type, from the small rectangular enclosure of the Roman fort of the mount Grociana piccola. Scale

bar of the virtual sections: 1 cm.

Fig. 8. µCT virtual reconstruction and sections of the amphora brim of Fig. 6 B, belonging to a Lamboglia 2 type, from

the small rectangular enclosure of the Roman fort of the mount Grociana piccola. Scale bar of the virtual sections: 1 cm.

Tables

Tab. 1. The fortified archaeological sites identified by LiDAR on the Trieste Karst. For the positions see Fig.1.

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Nuber Age Name Description WGS84 Coordinates

1 Prehistory Vrh Strele Terraces on a hill top associated with chipped industry E13.75536; N45.73436

2 Protohistory ? Bitigonia Fortified structure of castelliere type ? E13.70044; N45.77421

3 Protohistory ? Pod Kalom Fortified structure of castelliere type ? E13. 67688; N45.76114

4 Protohistory ? Vrsic Fortified structure of castelliere type ? E13.71096; N45.76250

5 Protohistory ? Makota Small fortified structure of castelliere type ? E13.76872; N45.75024

6 Protohistory Rupinpiccolo II Fortified structure of castelliere type E13.76900; N45.72867

7 Protohistory Rupinpiccolo III Fortified structure of castelliere type E13.77662; N45.72962

8 Protohistory Rupinpiccolo IV Fortified structure of castelliere type E13.76782; N45.73550

9 Protohistory ? Volnik Fortified structure of castelliere type ? E13.78528; N45.74613

10 Protohistory Studenec Fortified structure of castelliere type E13.80174; N45.73840

11 Protohistory ? Srednje doline Fortified structure of castelliere type ? E13.79204; N45.73209

12 Roman time Grociana piccola Roman fort E13.88036; N45.63232

Table 1

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