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BY-NC-ND 3.0 license Open Access Published by De Gruyter Open Access October 11, 2014

Mapping site-level microtopography with Real- Time Kinematic Global Navigation Satellite Systems (RTK GNSS) and Unmanned Aerial Vehicle Photogrammetry (UAVP)

Christopher H. Roosevelt EMAIL logo
From the journal Open Archaeology

Abstract

Microtopographic mapping has a long history in archaeology and has gained prominence recently owing to the proliferation of digital technologies. With such proliferation, it becomes necessary to compare and contrast different approaches based on a common set of criteria. This article compares the implementation and efficiency of two methods of mapping microtopography – ground-based Real-Time Kinematic Global Navigation Satellite System (RTK GNSS) and Unmanned Aerial Vehicle Photogrammetry (UAVP) survey – assessing the pros and cons of each, including those related to data quality. ‘Off-the-shelf’ solutions for methods were used to create the comparative dataset of microtopographic maps of six Middle and Late Bronze Age sites over the course of four seasons between 2007 and 2013 in the study area of the Central Lydia Archaeological Survey in western Turkey. Comparison of results demonstrate that the methods are similar with respect to ease of implementation, cost efficiency, and the (in)significance of data defects, while, unsurprisingly, UAVP survey can be greater than one order of magnitude more labor efficient than RTK GNSS survey and over two orders of magnitude more detailed as measured by data density. The accuracy of both methods is high, within typical error budgets for site-level mapping, and comparable to other recent digital mapping approaches. Accordingly, the results suggest that, given site suitability, UAVP is the more labor and cost-efficient method in the long run, with significant data quality benefits.

References

[1] Kvamme, K.L., Ernenwein, E.G., Markussen, C.J., Robotic total station for microtopographic mapping: an example from the northern Great Plains, Archaeological Prospection, 2006, 13, 91–102 10.1002/arp.270Search in Google Scholar

[2] Branting, S., New geospatial technologies leading to new strategies: the case of Kerkenes Dağ, Turkey, in: Comer, D.C., Harrower, M.J. (Eds.), Mapping archaeological landscapes from space, Springer, New York, 2013, 229–240 10.1007/978-1-4614-6074-9_19Search in Google Scholar

[3] Opitz, R.S., Cowley, D. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013 Search in Google Scholar

[4] White, D.A., LIDAR, point clouds, and their archaeological applications, in: Comer, D.C., Harrower, M.J. (Eds.), Mapping archaeological landscapes from space, Springer, New York, 2013, 175–186 10.1007/978-1-4614-6074-9_14Search in Google Scholar

[5] Palmer, R., Reading aerial images, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013, 76–87 Search in Google Scholar

[6] Snowden, R., Thompson, P., Troscianko, T., Basic vision: an introduction to visual perception, Oxford University Press, Oxford, 2006 Search in Google Scholar

[7] Doneus, M., Briese, C., Full-waveform airborne laser scanning as a tool for archaeological reconnaissance, in: Campana, S., Forte, M. (Eds.), From space to place. Second international conference on remote sensing in archaeology. Proceedings of the 2nd international workshop, CNR, Rome, Italy, 2–4 December 2006, Archaeopress, Oxford, 2006, 99–106 Search in Google Scholar

[8] Devereux, B.J., Amable, G.S., Crow, P., Visualisation of LiDAR terrain models for archaeological feature detection, Antiquity, 2008, 82 (316), 470–479 10.1017/S0003598X00096952Search in Google Scholar

[9] Doneus, M., Kühteiber, T., Airborne laser scanning and archaeological interpretation – bringing back the people, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting Archaeological Topography: Airborne Laser Scanning, 3D Data, and Ground Observation. Occasional Publication of the Aerial Archaeology Research Group No. 5. Oxbow Books, Oakville, CT, 2013, 32–50 Search in Google Scholar

[10] Opitz, R.S., An overview of airborne and terrestrial laser scanning in archaeology, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013, 13–31 Search in Google Scholar

[11] Kokalj, Ž., Zakšek, K., Oštir, K., Visualizations of LiDAR derived relief models, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013, 100–114 Search in Google Scholar

[12] Chiabrando, F., Nex, F., Piatti, D., Rinaudo. F., UAV and RPV systems for photogrammetric surveys in archaeological areas: two tests in the Piedmont Region (Italy), Journal of Archaeological Science, 2011, 38, 697–710 10.1016/j.jas.2010.10.022Search in Google Scholar

[13] Fernández-Hernandez, J., González-Aguilera, D., Rodríguez-Gonzálvez, P., Mancera-Taboada, J., Image-based modelling from Unmanned Aerial Vehicle (UAV) photogrammetry: an effective, low-cost tool for archaeological applications, Archaeometry, (in press), DOI: 10.1111/arcm.12078 10.1111/arcm.12078Search in Google Scholar

[14] Hermon, S., Reasoning in 3D: a critical appraisal of the role of 3D modelling and virtual reconstructions in archaeology, in: Frischer, B., Dakouri-Hild, A. (Eds.), Beyond iIllustration: 2D and 3D digital technologies as tools for discovery in archaeology, BAR International Series 1805, Archaeopress, Oxford, 2008, 35–44 Search in Google Scholar

[15] De Reu, J., Plets, P., Verhoeven, G., De Smedt, P., Bats, M., Cherretté, B., et al., Towards a three-dimensional cost-effective registration of the archaeological heritage, Journal of Archaeological Science, 2013, 40, 1108–1121 10.1016/j.jas.2012.08.040Search in Google Scholar

[16] Newnham, R. E., Roy, R., Structural characterization of solids, in: The chemical structure of solids, treatise on solid state chemistry, volume 1, Springer, New York, 1921, 437–533 10.1007/978-1-4684-2661-8_8Search in Google Scholar

[17] Pearsall, W.H., Lind, E.M., A note on a Connemara bog type, Journal of Ecology, 1941, 29 (1), 62–68 10.2307/2256218Search in Google Scholar

[18] Tolansky, S., Multiple-beam interferometry of surfaces and films, Monographs on the Physics and Chemistry of Materials, Clarendon Press, 1948 Search in Google Scholar

[19] Tolansky, S. Surface microtopography, Interscience Publishers, Inc., New York, 1960 Search in Google Scholar

[20] Dixon, A.C., The Effect of Microtopography on the Survival of Spruce and Fir Seedlings in New Brunswick, Duke University, 1951 Search in Google Scholar

[21] Wilson, J.P., Gallant, J.C. (Eds.), Terrain analysis: principles and applications, Wiley, New York, 2000 Search in Google Scholar

[22] Brothwell, D., The study of archaeological materials by means of the scanning electron microscope: an important new field, in: Brothwell, D., Higgs, E.S. (Eds.), Science in archaeology: a survey of progress and research, Thames and Hudson, London, 1969, 564–566 Search in Google Scholar

[23] Evans, A.A., Maxwell, M.L., Cruickshanks, G.L., From lidar to LSCM: micro-topographies of archaeological finds, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013, 123–135 Search in Google Scholar

[24] Andrews, J.T., University of Colorado: 1969 summer field season in East Baffin Island, Arctic, 1970, 23 (1), 61–63 10.14430/arctic3158Search in Google Scholar

[25] Adams, R.M., Lamberg-Karlovsky, C.C, Moran, W.L., The Mesopotamian social landscape: a view from the frontier, Bulletin of the American Schools of Oriental Research. Supplementary Studies, No. 20, Reconstructing Complex Societies: An Archaeological Colloquium, 1974, 1–20 Search in Google Scholar

[26] Reher, C.A., Analysis of spatial structure in stone circle sites, Memoir 19, From microcosm to macrocosm: Advances in Tipi ring investigation and interpretation, Plains Anthropologist, 1983, 28 (102.2), 192–222 10.1080/2052546.1983.11909183Search in Google Scholar

[27] Grün, A. Remondino, F. Zhang, L., 3d modeling and visualization of large cultural heritage sites at very high resolution – The Bamiyan Valley and its standing buddhas, Institute for Geodesy and Photogrammetry, ETH Zurich, Switzerland, 2004 Search in Google Scholar

[28] Grün, A., Remondino, F., Zhang, L., Photogrammetric reconstruction of the Great Buddha of Bamiyan, Afghanistan, The Photogrammetric Record, 2004, 19 (107), 177–199 10.1111/j.0031-868X.2004.00278.xSearch in Google Scholar

[29] Yastikli, N., Documentation of cultural heritage using digital photogrammetry and laser scanning, Journal of Cultural Heritage, 2007, 8 (4), 423–427 10.1016/j.culher.2007.06.003Search in Google Scholar

[30] Remondino, F., Heritage recording and 3D modeling with photogrammetry and 3D scanning, Remote Sensing, 2011, 3 (6), 1104–1138 10.3390/rs3061104Search in Google Scholar

[31] Tsiafakis, D., Tsirliganis, N., Pavlidis, G., Evangelidis, V., Chamzas, C., Karabournaki-recording the past: the digitization of an archaeological site, in: International Conference on Electronic Imaging & the Visual Arts EVA 2004, (Florence, Italy), 29 March–2 April 2004, Florence, 2004 Search in Google Scholar

[32] Zapassky, E., Finkelstein, I., Benenson, I., Ancient standards of volume: Negevite Iron Age pottery (Israel) as a case study in 3D modeling, Journal of Archaeological Science, 2006, 33 (12), 1734–1743 10.1016/j.jas.2006.03.005Search in Google Scholar

[33] Karasik, A., Smilansky, U., 3D scanning technology as a standard archaeological tool for pottery analysis: practice and theory, Journal of Archaeological Science, 2008, 35 (5), 1148–1168 10.1016/j.jas.2007.08.008Search in Google Scholar

[34] Koutsoudis, A., Pavlidis, G., Arnaoutoglou, F., Tsiafakis, D., Chamzas, C., Qp: a tool for generating 3D models of ancient Greek pottery, Journal of Cultural Heritage, 2009, 10 (2), 281–295 10.1016/j.culher.2008.07.012Search in Google Scholar

[35] Koutsoudis, A., Pavlidis, G., Liami, V., Tsiafakis, D., Chamzas, C., 3D Pottery content-based retrieval based on pose normalisation and segmentation, Journal of Cultural Heritage, 2010, 11 (3), 329–338 10.1016/j.culher.2010.02.002Search in Google Scholar

[36] Niven, L., Steele, T.E., Finke, H., Gernat, T., Hublin, J.-J., Virtual skeletons: using a structured light scanner to create a 3D faunal comparative collection, Journal of Archaeological Science, 2009, 36 (9), 2018–2023 10.1016/j.jas.2009.05.021Search in Google Scholar

[37] Lin, S.C.H., Douglass, M.J., Holdaway, S.J., Floyd, B., The application of 3D laser scanning technology to the assessment of ordinal and mechanical cortex quantification in lithic analysis, Journal of Archaeological Science, 2010, 37 (4), 694–702 10.1016/j.jas.2009.10.030Search in Google Scholar

[38] Clarkson, C., Hiscock, P., Estimating original flake mass from 3D scans of platform area, Journal of Archaeological Science, 2011, 38 (5), 1062–1068 10.1016/j.jas.2010.12.001Search in Google Scholar

[39] Koutsoudis, A., Chamzas, C., 3D pottery shape matching using depth map images, Journal of Cultural Heritage, 2011, 12 (2), 128–133 10.1016/j.culher.2010.12.003Search in Google Scholar

[40] Pierrot-Deseilligny, M., DeLuca, L. and Remondino, F., Automated image-based procedures for accurate artifact 3D modeling and orthoimage generation, 23rd int. CIPA (International Scientific Committee for Documentation of Cultural Heritage) symposium, Prague, Czech Republic (on CD-ROM), 2011 10.14311/gi.6.36Search in Google Scholar

[41] Olson, B.R., Placchetti, R.A., Quartermaine, J., Killebrew, A.E., The Tel Akko Total Archaeology Project (Akko, Israel): Assessing the suitability of multi-scale 3D field recording in archaeology, Journal of Field Archaeology, 2013, 38 (3), 244–262 10.1179/0093469013Z.00000000056Search in Google Scholar

[42] Remondino, F., Rizzi, A., Girardi, S., Petti, F.M., Avanzini, M., 3D Ichnology – recovering digital 3D models of dinosaur footprints, The Photogrammetric Record, 2010, 25 (131), 266–282 10.1111/j.1477-9730.2010.00587.xSearch in Google Scholar

[43] Pouls B.G., Lyons, T.R., Ebert, J.I., Photogrammetric mapping and digitization of prehistoric architecture: techniques and applications in Chaco Canyon National Monument, New Mexico, in: Lyons, T.R. (Ed.), Remote sensing experiments in cultural resource studies: non-destructive methods of archaeological exploration, survey, and analysis, National Park Service, U.S. Department of the Interior and University of New Mexico, Albuquerque, 1976, 103–114 Search in Google Scholar

[44] Guidi, G., Beraldin, J.A., Atzeni, C., High-accuracy 3D modeling of cultural heritage: the digitizing of Donatello’s ‘Maddalena’, IEEE Transactions on Image Processing, 2004, 13 (3), 370–380 10.1109/TIP.2003.822592Search in Google Scholar

[45] Simpson, A., Clogg, P., Díaz-Andreu, M., Larkman, B., Towards three-dimensional non-invasive recording of incised rock art, Antiquity, 2004, 78 (301), 692–698 10.1017/S0003598X00113328Search in Google Scholar

[46] Chandler, J.H., Fryer, J.G., Kniest, H.T., Non-invasive three-dimensional recording of aboriginal rock art using cost-effective digital photogrammetry, Rock Art Research, 2005, 22 (2), 119–130 Search in Google Scholar

[47] Chandler, J.H., Bryan, P., Fryer, J.G., The development and application of a simple methodology for recording rock art using consumer-grade digital cameras, The Photogrammetric Record, 2007, 22 (117), 10–21 10.1111/j.1477-9730.2007.00414.xSearch in Google Scholar

[48] Koutsoudis, A., Arnaoutoglou, F., Chamzas, C., On 3D reconstruction of the old city of Xanthi. A minimum budget approach to virtual touring based on photogrammetry, Journal of Cultural Heritage, 2007, 8 (1), 26–31 10.1016/j.culher.2006.08.003Search in Google Scholar

[49] Al-kheder, S., Al-shawabkeh, Y., Haala, N., Developing a documentation system for desert palaces in Jordan using 3D laser scanning and digital photogrammetry, Journal of Archaeological Science, 2009, 36 (2), 537–546 10.1016/j.jas.2008.10.009Search in Google Scholar

[50] Karauğuz, G., Çorumluoğlu, Ö., Kalaycı, I., Asrı, I., 3D photogrammetric model of Eflatunpinar monument at the age of Hittite empire in Anatolia, Journal of Cultural Heritage, 2009, 10 (2), 269–274 10.1016/j.culher.2008.08.013Search in Google Scholar

[51] Rajani, M.B., Patra, S.K., Verma, M., Space observation for generating 3D perspective views and its implication to the study of the archaeological site of Badami in India, Journal of Cultural Heritage, 2009, 10 (Suppl. 1), 20–26 10.1016/j.culher.2009.08.003Search in Google Scholar

[52] Lerma, J.L., Navarro, S., Cabrelles, M., Villaverde, V., Terrestrial laser scanning and close range photogrammetry for 3D archaeological documentation: the Upper Palaeolithic Cave of Parpalló as a case study, Journal of Archaeological Science, 2010, 37, 499–507 10.1016/j.jas.2009.10.011Search in Google Scholar

[53] Sanz, J.O., Docampo, M.d.l.L.G., Rodríguez, S.M., Sanmartín, M.T.R., Cameselle, G.M., A simple methodology for recording petroglyphs using low-cost digital image correlation photogrammetry and consumer-grade digital cameras, Journal of Archaeological Science, 2010, 37 (12), 3158–3169 10.1016/j.jas.2010.07.017Search in Google Scholar

[54] Barazzetti, L., Binda, L., Scaioni, M., Taranto, P., Photogrammetric survey of complex geometries with low-cost software: application to the ‘G1’ temple in Myson, Vietnam, Journal of Cultural Heritage, 2011, 12 (3), 253–262 10.1016/j.culher.2010.12.004Search in Google Scholar

[55] Stojakovic, V., Tepavcevic, B., Image-based modeling approach in creating 3D morphogenetic reconstruction of Liberty Square in Novi Sad, Journal of Cultural Heritage, 2011, 12 (1), 105–110 10.1016/j.culher.2010.06.001Search in Google Scholar

[56] Plets, G., Gheyle, W., Verhoeven, G., De Reu, J., Bourgeois, J., Verhegge, J., et al., Towards a three-dimensional registration of the archaeological heritage of the Altai Mountains, Antiquity, 2012, 86 (333), 884–897 10.1017/S0003598X00047980Search in Google Scholar

[57] Plets, G., Verhoeven, G., Cheremisin, D., Plets, R., Bourgeois, J., Stichelbaut, B., et al., The deteriorating preservation of the Altaian rock art – Assessing three-dimensional image-based modelling in rock art research and management, Rock Art Research, 2012, 29 (2), 139–156 Search in Google Scholar

[58] Ioannidis, C., Potsiou, C., Soile, S., Badekas, J., Detailed 3D representations of archaeological sites, IAPRS, 2000,33 (B5 WG V/5), 642–649 Search in Google Scholar

[59] Tokmakidis, K., Skarlatos, D., Mapping excavations and archaeological sites using close range photos, in: Proceedings of the ISPRS Commission V Symposium “Close range imaging, long range vision”, 2–6 Sept. 2002, Corfu, Greece, 2002 Search in Google Scholar

[60] Barceló, J.A., De Castro, O., Travet, D., Vicente, O., A 3D model of an archaeological excavation, in: Doerr, M., Sarris, A. (Eds.), The digital heritage of archaeology: computer applications and quantitative methods in archaeology. Proceedings of the 30th conference, Heraklion, Crete, April 2002, Hellenic Ministry of Culture, Crete, 2003, 85–90 Search in Google Scholar

[61] Barceló, J.A., Vicente, O., Some problems in archaeological excavation 3D modeling, in: Ausserer, K.F., Borner, W., Goriany, M., Karlhuber-Vockl, L. (Eds.), Enter the past: The e-way into the four dimensions of cultural heritage. CAA 2003, Computer applications and quantitative methods in archaeology: Proceedings of the 31st conference, Vienna, Austria, April 2003, BAR International Series 1227, Archaeopress, Oxford, 2004, 400–404 Search in Google Scholar

[62] Lambers, K., Eisenbeiss, H., Sauerbier, M., Kupferschmidt, D., Gaisecker, T., Sotoodeh, et al., Combining photogrammetry and laser scanning for the recording and modelling of the Late Intermediate Period site of Pinchango Alto, Palpa, Peru, Journal of Archaeological Science, 2007, 34, 1702–1712 10.1016/j.jas.2006.12.008Search in Google Scholar

[63] Doneus, M., Neubauer, W., 3D laser scanners on archaeological excavations, in: Dequal, S. (Ed.), Proceedings of the 20th international symposium CIPA, Torino 2005, The international archives of photogrammetry, remote sensing and spatial information sciences 36, CIPA international symposium, Turin, 2005, 226–231 Search in Google Scholar

[64] Losier, L.M., Pouliot, J., Fortin, M., 3D geometrical modeling of excavation units at the archaeological site of tell ‘Acharneh (Syria)’, Journal of Archaeological Science, 2007, 34, 272–288 10.1016/j.jas.2006.05.008Search in Google Scholar

[65] Katsianis, M., Tsipidis, S., Kotsakis, K., Kousoulakou, A., A 3D digital workflow for archaeological intra-site research using GIS, Journal of Archaeological Science, 2008, 35 (3), 655–667 10.1016/j.jas.2007.06.002Search in Google Scholar

[66] Guidi, G., Remondino, F., Russo, M., Menna, F., Rizzi, A., and Ercoli, S., A multi-resolution methodology for the 3D modeling of large and complex archaeological areas, International Journal of Architectural Computing, 2009, 7 (1), 39–55 10.1260/147807709788549439Search in Google Scholar

[67] Hullo, J.F. Gussenmeyer, P. and Fares, S., Photogrammetry and dense stereo matching approach applied to the documentation of the cultural heritage site of Kilwa (Saudi Arabia), in: 22nd CIPA symposium, 11–15 October 2009, Kyoto, Japan, 2009 Search in Google Scholar

[68] McPherron, S.P., Gernat, T., Hublin, J.-J., Structured light scanning for high-resolution documentation of in situ archaeological finds, Journal of Archaeological Science, 2009, 36 (1), 19–24 10.1016/j.jas.2008.06.028Search in Google Scholar

[69] Wulff, R. Sedlazeck, A. and Koch, R., 3d reconstruction of archaeological trenches from photographs, Proc. of Sci. Computing And Cult. Herit., Heidelberg, Germany, 2009 Search in Google Scholar

[70] Doneus, M., Verhoeven, G., Fera, M., Briese, C., Kucera, M., Neubauer, W., From deposit to point cloud – a study of low-cost computer vision approaches for the straightforward documentation of archaeological excavations, in: Cepek, A. (Ed.), XXIIIrd international CIPA symposium, Prague, 12–16 September 2011, Faculty of Civil Engineering, Czech Technical University, Prague Geoinformatics, 2011, (6), 81–88 10.14311/gi.6.11Search in Google Scholar

[71] Callieri M, Dell’Unto N, Dellepiane M, Scopigno R, Soderberg B. and Larsson L., Documentation and interpretation of an archaeological excavation: an experience with dense stereo reconstruction tools, in: Dellepiane, M., Nicolucci, F., Pena Serna, S., Rushmeier, H., and Van Gool, L. (Eds.), The 12th international symposium on virtual reality, archaeology and cultural heritage, VAST, 2011 Search in Google Scholar

[72] Kjellman, E., From 2D to 3D – a photogrammetric revolution in archaeology?, MA thesis, University of Tromsø, Norway, 2012, http://hdl.handle.net/10037/4306 Search in Google Scholar

[73] Frischer, B., Dakouri-Hild, A. (Eds.), Beyond Illustration: 2D and 3D Digital Technologies as Tools for Discovery in Archaeology, BAR International Series 1805, Archaeopress, Oxford, 2008 10.30861/9781407302928Search in Google Scholar

[74] Forte, M. 3D digging project. Çatalhöyük 2010 archive report, in: Farid, S. (Ed.), Çatalhöyük research project, 2010, 128–132 Search in Google Scholar

[75] Ur, J., CORONA satellite photography and ancient road networks: A northern Mesopotamian case study, Antiquity, 2003, 77 (295), 102–115 10.1017/S0003598X00061391Search in Google Scholar

[76] Wiseman, J.R., El-Baz, F., Remote sensing and archaeology, Springer, New York, 2007 10.1007/0-387-44455-6Search in Google Scholar

[77] Lillesand, T.M., Kiefer, R., Chipman, J.W., Remote sensing and interpretation, 6th Ed., Wiley, New York, 2008 Search in Google Scholar

[78] Parcak, S.H., Satellite remote sensing for archaeology, Routledge, New York, 2009 10.4324/9780203881460Search in Google Scholar

[79] Leisz, S.J., An overview of the application of remote sensing to archaeology during the twentieth century, in: Comer, D.C., Harrower, M.J. (Eds.), Mapping archaeological landscapes from space, Springer, New York, 2013, 11–19 10.1007/978-1-4614-6074-9_2Search in Google Scholar

[80] Bowden, M. (Ed.), Unravelling the landscape: an inquisitive approach to archaeology, RCHME/Tempus, Stroud, 1999 Search in Google Scholar

[81] Bowden, M., With alidade and tape: graphical and plane table survey of archaeological earthworks, English Heritage, Swindon, UK, 2002 Search in Google Scholar

[82] Howard, P., Archaeological surveying and mapping: recording and depicting the landscape, Routledge, New York, 2007 Search in Google Scholar

[83] Lewis, M., Greek and Roman surveying and surveying instruments, in: Talbert, R.J.A. (Ed.), Ancient perspectives. Maps and their place in Mesopotamia, Egypt, Greece & Rome, University of Chicago Press, Chicago, 2012, 129–162 10.7208/chicago/9780226789408.003.0006Search in Google Scholar

[84] Bedford, J., Pearson, T., Thomason, B., Traversing the past. The total station theodolite in archaeological landscape survey, English Heritage, Swindon, UK, 2011 Search in Google Scholar

[85] Doody M., Ballyhoura Hills project interim report, in: Discovery programme reports: 1, project results 1992, Royal Irish Academy, Dublin, 1993, 20–30 Search in Google Scholar

[86] Doody M., Synnott, P., Tobin, R., Masterson, B., A topographic survey of the inland promontory fort at Castle Gale, Carrig Henry, Co. Limerick, in: Discovery programme reports: 2, project results 1993, Royal Irish Academy, Dublin, 1995, 39–44 Search in Google Scholar

[87] Newman, C., The Tara survey interim report, in: Discovery programme reports: 1, project results 1992, Royal Irish Academy, Dublin, 1993, 70–93 Search in Google Scholar

[88] Kvamme, K.L., Archaeological prospecting at the Double Ditch State Historic Site, North Dakota, USA, Archaeological Prospection, 2008, 15, 62–79 10.1002/arp.325Search in Google Scholar

[89] Ainsworth, S., Thomason, B., Where on earth are we? The Global Positioning System (GPS) in archaeological field survey, English Heritage, Swindon, UK, 2003 Search in Google Scholar

[90] Barratt G., Gaffney, V., Goodchild, H., Wilkes, S., Survey at Wroxeter using carrier phase, differential GPS surveying techniques, Archaeological Prospection, 2000, 7, 133–143 10.1002/1099-0763(200006)7:2<133::AID-ARP148>3.0.CO;2-8Search in Google Scholar

[91] Chapman H.P., Van de Noort, R., High-resolution wetland prospection, using GPS and GIS: landscape studies at Sutton Common (South Yorkshire), and Meare Village East (Somerset), Journal of Archaeological Science, 2001, 28, 365–375 10.1006/jasc.2000.0581Search in Google Scholar

[92] Branting, S., Summers, G.D., Modelling terrain: the Global Positioning System (GPS) survey at Kerkenes Dağ, Turkey, Antiquity, 2002, 76, 639–640 10.1017/S0003598X00091031Search in Google Scholar

[93] Summers, G.D., Summers, F., A preliminary interpretation of remote sensing and selective excavation at the palatial complex, Kerkenes, Anatolia Antiqua, 2008, 16, 53–76 10.3406/anata.2008.1249Search in Google Scholar

[94] Field, D., Pearson, T., Stonehenge, Amesbury, Wiltshire, archaeological survey report, Stonehenge World Heritage Site landscape project. Research department report series no. 109-2010, English Heritage, Swindon, UK, 2010 Search in Google Scholar

[95] Crawford, O.G.S., Air survey and archaeology, The Geographical Journal, 1923, 61 (5), 342–360 10.2307/1781831Search in Google Scholar

[96] Crawford, O.G.S., A century of air-photography, Antiquity, 1954, 28, 206–210 10.1017/S0003598X0002161XSearch in Google Scholar

[97] Deuel, L., Flights into yesterday. The story of aerial archaeology, Penguin Books, Ringwood, 1973 Search in Google Scholar

[98] Newhall B. The history of photography from 1839 to the present, Museum of Modern Art, New York, 1982 Search in Google Scholar

[99] Scollar, I., Tabbagh, A., Hesse, A., Herzog, I., Archaeological prospecting and remote sensing, Cambridge University Press, Cambridge, 1990 Search in Google Scholar

[100] Wilson, D.R., Air photo interpretation for archaeologists, Arcadia Publishing, Charleston, SC, 2000 Search in Google Scholar

[101] Moore, E., The Williams-Hunt collection: Aerial photographs and cultural landscapes in Malaysia and Southeast Asia, Sari: International Journal of the Malay World and Civilization, 2009, 27 (2), 265–284 Search in Google Scholar

[102] Verhoeven, G.J., Providing an archaeological bird’s-eye view – an overall picture of ground-based means to execute low-altitude aerial photography (LAAP) in archaeology, Archaeological Prospection, 2009 (16), 233–249 10.1002/arp.354Search in Google Scholar

[103] Hanson, W.S., Oltean, I.A., A spy in the sky: the potential of historical aerial and satellite photography for archaeological research, in: Hanson, W.S., Oltean, I.A. (Eds.), Archaeology from historical aerial and satellite archives, Springer, New York, 2013, 3–11 10.1007/978-1-4614-4505-0_1Search in Google Scholar

[104] Barber, D., 3D laser scanning for heritage. Advice and guidance to users on laser scanning in archaeology and architecture, English Heritage, Swindon, UK, 2007 Search in Google Scholar

[105] Flood M., Laser altimetry: from science to commercial lidar mapping, Photogrammetric Engineering and Remote Sensing, 2001, 67, 1209–1217 Search in Google Scholar

[106] Barnes I., Aerial remote-sensing techniques used in the management of archaeological monuments on the British Army’s Salisbury Plain training area, Wiltshire, UK, Archaeological Prospection, 2003, 10, 83–90 10.1002/arp.197Search in Google Scholar

[107] Devereux, B.J., Amable, G.S., Crow, P., Cliff, A.D., The potential of airborne lidar for detection of archaeological features under woodland canopies, Antiquity, 2005, 79, 648–660 10.1017/S0003598X00114589Search in Google Scholar

[108] Crutchley, S., The light fantastic: Using airborne lidar in archaeological survey, English Heritage, Swindon, UK, 2010 Search in Google Scholar

[109] Verhoeven, G.J., Taking computer vision aloft – archaeological three-dimensional reconstructions from aerial photographs with Photoscan, Archaeological Prospection, 2011, 18 (1), 67–73 10.1002/arp.399Search in Google Scholar

[110] Schlitz M. A review of low-level aerial archaeology and its application in Australia, Australian Archaeology, 2004, 59, 51–58 10.1080/03122417.2004.11681791Search in Google Scholar

[111] Newhall B. Airborne camera. The world from the air and outer space, Hastings House, New York, 1969 Search in Google Scholar

[112] Roe, M., 3D modelling with Agisoft PhotoScan. Tests to determine the suitability of Agisoft PhotoScan for archaeological recording. A Meerstone Archaeological Consultancy White Paper, 2010, http://www.meerstone.co.uk/publications/35-3d-modelling-2.html Search in Google Scholar

[113] Myers, J.W., Myers, E.E., Low-altitude aerial photography in Crete, Expedition, 1990, 32 (3), 31–33 Search in Google Scholar

[114] Hailey T.I., The powered parachute as an archaeological aerial reconnaissance vehicle, Archaeological Prospection, 2005, 12, 69–78 10.1002/arp.247Search in Google Scholar

[115] Hendrickx, M., Gheyle, W., Bonne, J., Bourgeois, J., De Wulf, A., Goossens, R., The use of stereoscopic images taken from a microdrone for the documentation of heritage – an example from the Tuekta burial mounds in the Russian Altay, Journal of Archaeological Science, 2011, 38 (11), 2968–2978 10.1016/j.jas.2011.06.013Search in Google Scholar

[116] Remondino, F., Barazzetti, L., Nex, F., Scaioni, M., and Sarazzi, D., UAV photogrammetry for mapping and 3D modeling – current status and future perspectives, in: International conference on Unmanned Aerial Vehicles in Geomatics (UAV-g), Zurich, Switzerland, Vol. 38-1/C22, 2011, 25–31 10.5194/isprsarchives-XXXVIII-1-C22-25-2011Search in Google Scholar

[117] Brutto, M.L., Borruso, A., D’Argenio, A., UAV systems for photogrammetric data acquisition of archaeological sites, International Journal of Heritage in the Digital Era 2012, 1, 7–14 10.1260/2047-4970.1.0.7Search in Google Scholar

[118] Rinaudo, F., Chiabrando, F., Lingua, A. M., Teresa Spanò, A., Archaeological site monitoring: UAV photogrammetry can be the answer, International Archives of the Photogrammetry, Remote Sensing, and Spatial Information Sciences, 2012, 39 (B5): 583–588 10.5194/isprsarchives-XXXIX-B5-583-2012Search in Google Scholar

[119] Hill, A., UAVs at Marj Rabba, Israel, The SAA Archaeological Record, 2013, 13 (1), 25–29 Search in Google Scholar

[120] Mikhail, E.M., Bethel, J.S. and McGlone, J.C., Introduction to modern photogrammetry, Wiley, New York, 2001 Search in Google Scholar

[121] Graham, R., Koh, A., Digital aerial survey: theory and practice, London, CRC Press, 2002 Search in Google Scholar

[122] Luhmann, T., Robson, S., Kyle, S. and Hartley, I., Close range photogrammetry: Principles, techniques and applications, Whittles, Dunbeath, UK, 2007 Search in Google Scholar

[123] Sandau, R., Digital airborne camera: introduction and technology, Springer, New York, 2009 10.1007/978-1-4020-8878-0Search in Google Scholar

[124] Verhoeven, G.J., It’s all about the format – unleashing the power of RAW aerial photography, International Journal of Remote Sensing, 2010, 31 (8), 2009–2042 10.1080/01431160902929271Search in Google Scholar

[125] Fisher, R., Dawson-Howe, K., Fitzgibbon, A., Robertson, C., and Trucco, E., Dictionary of computer vision and image processing, Wiley, Chichester, 2005 10.1002/0470016302Search in Google Scholar

[126] Quan, L., Image-based modeling, Springer, New York, 2010 10.1007/978-1-4419-6679-7Search in Google Scholar

[127] Szeliski, R., Computer vision: algorithms and applications, Springer, New York, 2010 Search in Google Scholar

[128] Ullman, S., The interpretation of structure from motion, Proceedings of the Royal Society of London, Series B, Biological Sciences, 1979, 203 (1153), 405–426 10.1098/rspb.1979.0006Search in Google Scholar

[129] Robertson, D.P., Cipolla, R., Structure from motion, in: Varga, M. (Ed.), Practical image processing and computer vision, John Wiley and Sons Ltd, New York, 2009 Search in Google Scholar

[130] Scharstein, D., Szeliski, R., A taxonomy and evaluation of dense two-frame stereo correspondence algorithms, International Journal of Computer Vision, 2002, 47 (1), 7–42 Search in Google Scholar

[131] Seitz, S.M., Curless, B., Diebel, J., Scharstein, D., Szeliski, R., A comparison and evaluation of multi-view stereo reconstruction algorithms, in: Proceedings of the CVPR ’06 IEEE Computer Society Conference on computer vision and pattern recognition, vol. 1.1, IEEE Computer Society, Washington, DC, 2006, 519–528 Search in Google Scholar

[132] Hirschmueller, H., Stereo processing by semi-global matching and mutual information, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2008, 30 (2), 328–341 10.1109/TPAMI.2007.1166Search in Google Scholar

[133] Hiep, V.H., Keriven, R., Labatut, P. and Pons, J.P., Towards high-resolution large-scale multi-view stereo, Proc. Computer Vision and Pattern Recognition, Kyoto, Japan, 2009 10.1109/CVPR.2009.5206617Search in Google Scholar

[134] Furukawa, Y., Ponce, J., Accurate, dense and robust multiview stereopsis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32 (8), 1362–1376 10.1109/TPAMI.2009.161Search in Google Scholar

[135] Pollefeys, M., Koch, R., Vergauwen, M., Van Gool, L., Automated reconstruction of 3D scenes from sequences of images, ISPRS Journal of Photogrammetry and Remote Sensing, 2000, 55 (4), 251–267 10.1016/S0924-2716(00)00023-XSearch in Google Scholar

[136] Pollefeys, M., Van Gool, L. Vergauwen, M. Cornelis, K. Verbiest, F., Tops, J., Image-based 3D acquisition of archaeological heritage and applications, VAST, 2001, 255–261 10.1145/584993.585033Search in Google Scholar

[137] Remondino, F., Worth a thousand words – photogrammetry for archaeological 3D surveying, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013, 115–122 Search in Google Scholar

[138] Luke, C., Roosevelt, C.H., The Central Lydia Archaeological Survey: documenting the prehistoric through Iron Age periods, in: Manning, S.W., Bruce, M.J. (Eds.), Tree-Rings, Kings, and Old World Archaeology and Environment: Papers Presented in Honor of Peter Ian Kuniholm, Oxbow Books, Oxford, 2009, 199–218 Search in Google Scholar

[139] Roosevelt, C.H., Lydia before the Lydians, in: Cahill, N.D. (Ed.), The Lydians and their world. Catalogue of an exhibit at the Yapı Kredi Vedat Nedim Tör Museum, İstanbul, Yapı Kredi Culture, Art, and Publishing, İstanbul, 2010, 37–73 Search in Google Scholar

[140] Roosevelt, C.H., Central Lydia Archaeological Survey: 2005 results, Araştırma Sonuçları Toplantısı, 2007, 24 (2), 135–154 Search in Google Scholar

[141] Roosevelt, C.H., Luke, C., Central Lydia Archaeological Survey: 2006 results, Araştırma Sonuçları Toplantısı, 2008, 25 (3), 305–326 Search in Google Scholar

[142] Roosevelt, C.H., Luke, C., Central Lydia Archaeological Survey: 2007 results, Araştırma Sonuçları Toplantısı, 2009, 26 (2), 433–450 Search in Google Scholar

[143] Roosevelt, C.H., Luke, C., Central Lydia Archaeological Survey: 2008 results, Araştırma Sonuçları Toplantısı, 2010, 27 (2), 1–24 Search in Google Scholar

[144] Roosevelt, C.H., Luke, C., Central Lydia Archaeological Survey: 2009 results, Araştırma Sonuçları Toplantısı, 2011, 28 (3), 55–74 Search in Google Scholar

[145] Roosevelt, C.H., Luke, C., Central Lydia Archaeological Survey: 2010 results, Araştırma Sonuçları Toplantısı, 2012, 29 (1), 383–400 Search in Google Scholar

[146] Roosevelt, C.H., Luke, C., The Central Lydia Archaeological Survey: 2011 work at Kaymakçı and in the Marmara Lake basin, Araştırma Sonuçları Toplantısı, 2013, 30 (1), 237–254 Search in Google Scholar

[147] Luke, C., Roosevelt, C.H., Cobb, P., Çilingiroğlu, Ç., Compositional study of Chalcolithic through Iron Age survey ceramics from the Marmara Lake basin, western Turkey, Journal of Field Archaeology, (in press) Search in Google Scholar

[148] Topcon Positioning Systems, HiPer® Lite+ Operator’s Manual, Part Number 7010-0557, Rev. C., Topcon Positioning Systems, 2004 Search in Google Scholar

[149] Fletcher M., Spicer, D., Clonehenge: an experiment with gridded and non-gridded survey data, in: Rahtz, S.P.Q., (Ed.), Computer and quantitative methods in archaeology 1988, Vol. 2. British Archaeological Reports, International Series, 1988, 446 (ii), 309–325 Search in Google Scholar

[150] Hutchinson, M.F., Xu, T., and Stein, J.A., Recent progress in the ANUDEM elevation gridding procedure, in: Hengel, T., Evans, I.S., Wilson, J.P., Gould, M. (Eds.), Geomorphometry 2011, Redlands, California, 2011, 19–22, http://geomorphometry.org/HutchinsonXu2011 Search in Google Scholar

[151] Moss, E. UAV-FlightManagement. Python tools for working with Mikrokopter’s MKTool UAV flight planning software in an ArcGIS environment, 2013, https://github.com/mossmoss24/UAV-FlightManagement/tree/master Search in Google Scholar

[152] Agisoft LLC, Agisoft PhotoScan. Professional Edition, Version 1.0.0, 2013, http://www.agisoft.ru/products/photoscan/professional/. Search in Google Scholar

[153] Agisoft LLC, Agisoft PhotoScan User Manual: Professional Edition, Version 1.0.0, Agisoft LLC, 2013 Search in Google Scholar

[154] Agisoft LLC, Orthophoto and DEM generation with Agisoft PhotoScan Pro 1.0.0, Agisoft LLC, 2013 Search in Google Scholar

[155] Verhoeven, G.J., Doneus, M., Briese, C., Vermeulen, F., Mapping by matching: a computer vision-based approach to fast and accurate georeferencing of archaeological aerial photographs, Journal of Archaeological Science, 2012, 39 (7), 2060–2070 10.1016/j.jas.2012.02.022Search in Google Scholar

[156] Hernández-López, D., Felipe-García, B., Gonzáles-Aguilera, D., and Arias-Perez, B., An automatic approach to UAV flight planning and control for photogrammetric applications: a test case in the Asturias Region (Spain), Photogrammetric Engineering and Remote Sensing, 2013, 79, 87–98 10.14358/PERS.79.1.87Search in Google Scholar

[157] Johnson-Laird, A., A rather good guide™… to comparing certain LiPo batteries, Johnson-Laird Inc., Portland, OR, 2013 Search in Google Scholar

[158] Willers, J., Jin, M., Eksioglu, B., Zusmanis, A., O’Hara, C., Jenkins, J., A post-processing step error correction algorithm for overlapping LiDAR strips from agricultural landscapes, Computers and Electronics in Agriculture, 2008, 64, 183–193 10.1016/j.compag.2008.04.013Search in Google Scholar

[159] Favalli, M. Fornaciai, A., Pareschi, M.T., LIDAR strip adjustment: application to volcanic areas, Geomorphology, 2009, 111 (3–4), 123–135 10.1016/j.geomorph.2009.04.010Search in Google Scholar

[160] Kumari, P., Carter, W.E., Shrestha, R.L., Adjustment of systematic errors in ALS data through surface matching, Advances in Space Research, 2011, 47 (10), 1851–1864 10.1016/j.asr.2010.12.015Search in Google Scholar

[161] Rentsch, M., Krzystek, P., Lidar strip adjustment with automatically reconstructed roof shapes, The Photogrammetric Record, 2012, 27 (139), 272–292 10.1111/j.1477-9730.2012.00690.xSearch in Google Scholar

[162] Yongjun Zhang, Y., Xiong, X., Hu, X., Rigorous lidar strip adjustment with triangulated aerial imagery, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-5/W2. 2013 ISPRS Workshop Laser Scanning 2013, 11–13 November 2013, Antalya, Turkey, 2013, 361–366 10.5194/isprsannals-II-5-W2-361-2013Search in Google Scholar

[163] Verhoeven, G.J., Taelman, D., Vermeulen, F., Computer vision-based orthophoto mapping of complex archaeological sites: the ancient quarry of Pitaranha (Portugal-Spain), Archaeometry, 2012, 54 (6), 1114–1129 10.1111/j.1475-4754.2012.00667.xSearch in Google Scholar

[164] Greenfeld, J., Evaluating the accuracy of digital orthophoto quadrangles (DOQ) in the context of parcel-based GIS, Photogrammetric Engineering & Remote Sensing, 2001, 67 (2), 199–205 Search in Google Scholar

[165] Kraus, K., Photogrammetry: Geometry from images and laser scans, Walter de Gruyter, Berlin, 2007 10.1515/9783110892871Search in Google Scholar

[166] Flexner, J., Where is reflexive map-making in archaeological research? Towards a place-based approach, Archaeological Review from Cambridge, 2009, 24, 7–21 Search in Google Scholar

[167] Halliday, S., I walked, I saw, I surveyed, but what did I see?... and what did I survey?, in: Opitz, R.S., Cowley, D.C. (Eds.), Interpreting archaeological topography: airborne laser scanning, 3D data, and ground observation, occasional publication of the aerial archaeology research group no. 5, Oxbow Books, Oakville, CT, 2013, 63–75 Search in Google Scholar

[168] Verhoeven, G.J., Doneus, M., Briese, C., Computer vision techniques: towards automated orthophoto production, AARGnews (The newsletter of the Aerial Archaeology Research Group), 2012, 44, 8–11 Search in Google Scholar

Received: 2014-8-4
Accepted: 2014-9-18
Published Online: 2014-10-11

© 2014 Christopher H. Roosevelt

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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