Abstract
Earth observation activities, used to detect buried archaeological remains and survey the archaeological landscape, can exploit the integration of multi-platform (i.e. satellite, airborne and in situ), multi-sensor (i.e. active and passive, multi – and hyperspectral) and frequency data in order to carry out calibration and validation activities, merge different data, compare and append the results of each datum and export the characteristic methods of each datum, technique and application for use with other data, techniques and applications. The aim of this paper is to describe this integrated approach through research activities. This approach was adopted not only to improve the performance of calibration and validation activities, but also to enhance the capability of airborne hyperspectral data in detecting buried archaeological remains and surveying the archaeological landscape. Thus, this integrated approach encouraged the collaboration of researchers in different fields. This improvement was evaluated by ranking the capability of each band of each collected sensor, the capability of each merged image and the capability of each synthetic image obtained to export the characteristic methods of each datum, technique and application to other data, techniques and applications. The results of this evaluation were that the ability (to detect buried archaeological structures and survey the archaeological landscape) of synthetic images (obtained to export the characteristic methods of each datum, technique and application to other data, techniques and applications) is greater than the ability of each single band of each collected sensor and the ability of each merged image.
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References
Agapiou A, Hadjimitsis DG (2011) Vegetation indices and field spectroradiometric measurements for validation of buried architectural remains: verification under area surveyed with geophysical campaigns. J Appl Remote Sens 5(1):053554. doi:10.1117/1.3645590
Agapiou A, Hadjimitsis DG, Sarris A, Themistocleous K, Papadavid G (2010) Hyperspectral ground truth data for the detection on buried architectural remains. In: Ioannides M et al (eds) Digital heritage. Third international conference, EuroMed 2010. Springer, Berlin/Heidelberg, pp 318–331, LNCS 6436
Alexakis D, Sarris A, Astaras T, Albanakis K (2009) Detection of Neolithic settlements in Thessaly (Greece) through multispectral and hyperspectral satellite imagery. Sensors 9(2):1167–1187
Aqdus SA, Hanson WS, Drummond J (2007) A comparative study for finding archaeological crop marks using airborne hyperspectral, multispectral and digital photographic data. In: Challenges for earth observation: scientific, technical and commercial. Proceedings of the 2007 annual conference of the remote sensing & photogrammetry society, RSPSoc2007, Newcastle upon Tyne, 11–14 Sept 2007. Remote Sensing and Photogrammetry Society, Nottingham
Aqdus SA, Hanson WS, Drummond J (2012) The potential of hyperspectral and multi-spectral imagery to enhance archaeological cropmark detection: a comparative study. J Archaeol Sci 39(7):1915–1924
Ardissone P, Boccardo P, Borgogno Mondino E (2003) Digital images processing of hyperspectral airborne data: a cultural example. In: Proceedings of CIPA XIX international symposium, Commission V, WG V/5, Antalya, 30 September–4 October 2003, pp 202–205
Argote-Espino D, Chávez RE (2005) Detection of the possible archaeological pathways in Central Mexico through digital processing of remote sensing images. Archaeol Prospect 12(2):105–114
Aspinall RJ, Andrew Marcus W, Boardman JW (2002) Considerations in collecting, processing, and analyzing high spatial resolution hyperspectral data for environmental investigations. J Geogr Syst 4(1):15–29
Barnsley MJ, Settle JJ et al (2004) The PROBA/CHRIS mission: a low-cost smallsat for hyperspectral, multi-angle, observations of the earth surface and atmosphere. IEEE Trans Geosci Remote Sens 42(7):1512–1520
Bassani C, Cavalli RM, Palombo A, Pignatti S, Madonna F (2006) Laboratory activity for a new procedure of MIVIS calibration and relative validation with test data. Ann Geophys 49(1):45–56
Bassani C, Cavalli RM, Goffredo R, Palombo A, Pascucci S, Pignatti S (2009) Specific spectral bands for different land cover contexts to improve the efficiency of remote sensing archaeological prospection: the Arpi case study. J Cult Herit 10(S1):41–48
Bassani C, Cavalli RM, Pignatti S (2010) Aerosol optical retrieval and surface reflectance from airborne remote sensing data over land. Sensors 10(7):6421–6438
Battrick B (2005) Global Earth Observation System of Systems: (GEOSS): 10-Year Plan Reference Document, pp.197–210; ESA Publications Div
Ben-Dor E, Portugali J, Kochavi M, Shimoni M, Vinitzky L (1999) Airborne thermal video radiometry and excavation planning at Tel Leviah, Golan Heights, Israel. J Field Archaeol 26(2):117–127
Bianchi R, Cavalli RM, Fiumi L, Marino CM, Pignatti S, Pizzaferri G (1996) 1994–1995 CNR LARA Project airborne hyperspectral campaigns. In: Proceedings Of The Thematic Conference On Geologic Remote Sensing 1996, 27–29 February, Las Vegas USA. Environmental Research Institute Of Michigan, pp. II 301–II 311
Bianchi R, Cavalli RM, Marino CM, Pignatti S (1998a) Il telerilevamento aereo per lo studio dei beni archeologici. Le campagne di acquisizione dati sul Parco Archeologico di Selinunte. In: Bianchi R (ed) Selinunte, 4: Intesa di programma CNR-MISM. Progetto strategico tecnologie moderne per la conservazione dei beni culturali. Bulzoni, Roma, pp 321–335
Bianchi R, Cavalli RM, Corsi C, Marino CM, Pignatti S (1998b) Ricerche topografiche in Sicilia: integrazione tra metodi tradizionali e dati iperspettrali da piattaforma aerea. In: Proceedings of the XVth international congress of classical archaeology, Amsterdam, 12–17 July 1998. Allard Pierson, Amsterdam, pp 15–16
Boccardo P, Tonolo FG, Spanò A (2002) GIS design using high geometric resolution satellite images and hyperspectral airborne data. Int Arch Photogramm Remote Sens Spat Inf Sci 34(5):309–314
Bradford JSP (1949) Buried landscapes in Southern Italy. Antiquity 23:58–72
Bradford JSP (1950) The Apulia expedition. Antiquity 24:84–95
Bradford JSP (1957) The ancient city of Arpi in Apulia. Antiquity 31:167–169
Buck PE, Sabol DE, Gillespie AR (2003) Sub-pixel artifact detection using remote sensing. J Archaeol Sci 30:973–989
Cavalli RM, Pignatti S (2009) Telerilevamento iperspettrale per i rilievi archeologici. In: Giorgi E (ed) Groma 2. In profondità senza scavare. Metodologie di indagine non invasiva e diagnostica per l’archeologia. BraDypUS, Bologna, pp 159–169
Cavalli RM, Colosi F, Pignatti S, Poscolieri M (1998) II telerilevamento aereo per lo studio dei beni archeologici. Applicazione dei dati iperspettrali sul Parco Archeologico di Selinunte. In: Bianchi R (ed) Selinunte, 4: Intesa di programma CNR-MISM. Progetto strategico tecnologie moderne per la conservazione dei beni culturali. Bulzoni, Roma, pp 339–358
Cavalli RM, Merola P, Pignatti S, Poscolieri M (2005) Telerilevamento iperspettrale MIVIS per lo studio delle testimonianze antropiche nell’area archeologica di Arpi (FG) Italia. Rivista Italiana di Telerilevamento 33(34):109–117
Cavalli RM, Colosi F, Palombo A, Pignatti S, Poscolieri M (2007) Remote hyperspectral imagery as a support to archaeological prospection. J Cult Herit 8(3):272–283
Cavalli RM, Pascucci S, Pignatti S (2009) Optimal spectral domain selection for maximizing archaeological signatures: Italy case studies. Sensors 9(3):1754–1767
Cavalli RM, Masini N, Pascucci S, Palombo A, Pignatti S (2010) Integration of thermal and hyperspectral VNIR imagery for architectural and artistic heritage analysis and monitoring. In: EGU General Assembly 2010, 2–7 May 2010, Vienna, Austria, vol 12, Geophysical research abstracts. EGU General Assembly, Vienna, p 4919
Cavalli RM, Licciardi GA, Chanussot J (2013) Detection of anomalies produced by buried archaeological structures using nonlinear principal component analysis applied to airborne hyperspectral image. IEEE J Sel Top Appl Earth Obs Remote Sens 6(2):659–669
Challis K, Kincey M, Howard A (2009) Airborne remote sensing of valley floor geoarchaeology using daedalus ATM and CASI archaeological prospection. Archaeol Prospect 16:17–33
Clark CD, Garrod SM, Parker Pearson M (1998) Landscape archaeology and remote sensing in southern Madagascar. Int J Remote Sens 19(8):1461–1477
Coren F, Visintini D, Fales FM, Sterzai P, Prearo G, Rubinich M (2005) Integrazione di dati laserscanning ed iperspettrali per applicazioni archeologiche. In: Atti della 9a Conferenza Nazionale ASITA, 15–18 novembre 2005, vol 1. ASITA, Catania, pp 793–798
Emmolo D, Franco V, Lo Brutto M, Orlando P, Villa B (2004) Hyperspectral techniques and GIS for archaeological investigation. In: International archives of the photogrammetry, remote sensing and spatial information sciences, vol XXXV, part B7, XXth ISPRS Congress, Istanbul, 12–23 July 2004, pp 492–497
Fowler JE, Du Q (2012) Anomaly detection and reconstruction from random projections. IEEE Trans Image Process 21(1):184–195
Galeazzi C, Ananasso C, Loizzo R (2009) The PRISMA mission. In: 6th EARSeL workshop, Tel Aviv, Israel, 16–18 Mar 2009
GEOSS (2005) 10-year implementation plan. Reference document, February 2005
Gianinetto M, Lechi G (2004) The development of superspectral approaches for the improvement of land cover classification. IEEE Trans Geosci Remote Sens 42:2670–2679
Giardino M, Haley BS (2006) Airborne remote sensing and geospatial analysis. In: Johnson JK (ed) Remote sensing in archaeology: an explicitly North American perspective. University of Alabama Press, Tuscaloosa, pp 47–77
Goetz AFH (2009) Three decades of hyperspectral remote sensing of the earth: a personal view. Remote Sens Environ 113:5–16
Goetz AFH, Vane G, Solomon JE, Rock BN (1985) Imaging spectrometry for earth remote sensing. Science 228:1147–1153
Goudail F, Roux N, Baarstad I, Løke T, Kaspersen P, Alouini M, Normandin X (2006) Some practical issues in anomaly detection and exploitation of regions of interest in hyperspectral images. Appl Optics 45(21):5223–5236
Greening M-C (2012) Five-year plan 2011–2016. Working group on calibration and validation. Committee on Earth Observation Satellites, Version 5.4, July 2012. Available at http://www.ceos.org/images/WGCV/WGCV35/WGCV_work_plan_v5.4.pdf
Gupta RP (1991) Interpretation of data in the thermal infrared region. In: Gupta RP (ed) Remote sensing geology. Springer, Berlin, pp 183–216
Jensen JR (1996) Introductory digital image processing: a remote sensing perspective. Prentice-Hall, Upper Saddle River
Kahle AB (1987) Surface emittance, temperature, and thermal inertia derived from Thermal Infrared Multispectral Scanner (TIMS) data for Death Valley, California. Geophysics 52(7):858–874
Kaufmann H, Segl K, Guanter L, Hofer S, Förster K-P, Stuffler T, Mueller A, Richter R, Bach H, Hostert P, Chlebek C (2008) Environmental Mapping and Analysis Program (EnMAP) – recent advances and status. In: Geoscience and remote sensing. IEEE international symposium – IGARSS, 7–11 July 2008, vol 4. NJ IEEE Service Center, Piscataway, pp 109–112
Malagoli P, De Paolis R (2001) MIVIS dalla sperimentazione alle applicazioni. Rivista Italiana di Telerilevamento 20(21):145–149
Merola P, Guglietta D, Sampieri S, Allegrini A (2008) Lylibaeum reconstruction by remotely data. In: Remote sensing for archaeology and cultural heritage management, Proceedings of the 1st international EARSeL workshop. CNR, Rome, pp 71–74
Miller WC (1957) Uses of aerial photographs in archaeological field work. Am Antiquity 23(1):46–62
Pascucci S, Cavalli RM, Palombo A, Pignatti S (2010) Suitability of CASI and ATM airborne remote sensing data for archaeological subsurface structure detection under different land cover: the Arpi case study (Italy). J Geophys Eng 7:183–189
Piccarreta F (1987) Manuale di fotografia aerea: uso archeologico, vol 42, Studia Archaeologica. L’Erma Di Bretschneider, Roma
Reeves DM (1936) Aerial photography and archaeology. Am Antiquity 2(2):102–107
Rowlands A, Sarris A (2007) Detection of exposed and subsurface archaeological remains using multi-sensor remote sensing. J Archaeol Sci 34:795–803
Schmiedt G (1966) Contributo della foto-interpretazione alla ricostruzione del paesaggio agrario altomedievale. In: Settimane di Studio del Centro Italiano di Studi sull’AltoMedioevo XIII, 22–28 April 1965. Centro italiano di studi sull’alto medioevo, Spoleto, pp 771–837, tables I-XLVIII
Schmiedt G (1968) Le fortificazioni altomedievali viste dall’aereo. In: Ordinamenti militari in Occidente nell’Alto Medioevo: Settimane di Studio del Centro Italiano di Studi sull’Alto Medioevo XV, 30 March – 5 April 1967, vol II. Centro italiano di studi sull’alto medioevo, Spoleto, pp 860–927, tables I-XL
Server TL (1998) Validating prehistoric and current social phenomena upon the landscape of Peten, Guatemala. In: Liverman D, Moran EF, Rindfuss RR, Stern PC (eds) People and pixels: linking remote sensing and social science. National Academy Press, Washington, DC, pp 145–163
Stein DJW, Beaven SG, Hoff LE, Winter EM, Schaum AP, Stocker AD (2002) Anomaly detection from hyperspectral imagery. IEEE Signal Process Mag 19(1):58–69
Traviglia A (2011) Integrated archaeological investigations for the study of the Greater Aquileia Area. In: The new technologies for Aquileia. Proceedings of the 1st workshop, Aquileia, Italy, 2 May 2011, pp 1–14
Ungar SG, Pearlman JS, Mendenhall JA, Reuter D (2003) Overview of the earth observing one (EO-1) mission. IEEE Trans Geosci Remote Sens 41:1149–1153
Winterbottom SJ, Dawson T (2005) Airborne multi-spectral prospection for buried archaeology in mobile sand dominated systems. Archaeological prospection. Archaeol Prospect 12:205–219
Zhang L, Du B, Zhong Y (2010) Hybrid detectors based on selective endmembers. IEEE Trans Geosci Remote Sens 48(6):2633–2646
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Cavalli, R.M. (2013). Integrated Approach for Archaeological Prospection Exploiting Airborne Hyperspectral Remote Sensing. In: Corsi, C., Slapšak, B., Vermeulen, F. (eds) Good Practice in Archaeological Diagnostics. Natural Science in Archaeology. Springer, Cham. https://doi.org/10.1007/978-3-319-01784-6_5
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