{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T17:00:09Z","timestamp":1773766809996,"version":"3.50.1"},"reference-count":79,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2012,12,7]],"date-time":"2012-12-07T00:00:00Z","timestamp":1354838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Several studies in the past have examined the spectral capability of multispectral and hyperspectral imagery for the identification of crop marks, while recent studies have applied different vegetation indices in order to support remote sensing archaeological applications. However, the use of vegetation indices for the detection of crop marks lacks in accuracy assessment and critical evaluation. In this study, 71 vegetation indices were indexed, from the relevant bibliography, and evaluated for their potential to detect such crop marks. During this study, several ground spectroradiometric campaigns took place, in a controlled archaeological environment in Cyprus, cultivated with barley crops, during a complete phenological cycle (2011\u20132012). All vegetation indices, both broadband and narrowband, were evaluated for their separability performance, and the results were presented through tables and diagrams. In the end, the use of more than one vegetation index is suggested in order to enhance the final results. In fact, several not widely used vegetation indices are suggested and evaluated using both Landsat TM and EO-1 Hyperion images.<\/jats:p>","DOI":"10.3390\/rs4123892","type":"journal-article","created":{"date-parts":[[2012,12,7]],"date-time":"2012-12-07T11:07:28Z","timestamp":1354878448000},"page":"3892-3919","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":129,"title":["Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks"],"prefix":"10.3390","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9106-6766","authenticated-orcid":false,"given":"Athos","family":"Agapiou","sequence":"first","affiliation":[{"name":"Department of Civil Engineering and Geomatics, Cyprus University of Technology, Remote Sensing Laboratory, Saripolou 2-8, 3603 Limassol, Cyprus"}]},{"given":"Diofantos","family":"Hadjimitsis","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering and Geomatics, Cyprus University of Technology, Remote Sensing Laboratory, Saripolou 2-8, 3603 Limassol, Cyprus"}]},{"given":"Dimitrios","family":"Alexakis","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering and Geomatics, Cyprus University of Technology, Remote Sensing Laboratory, Saripolou 2-8, 3603 Limassol, Cyprus"}]}],"member":"1968","published-online":{"date-parts":[[2012,12,7]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"214","DOI":"10.1016\/j.jas.2006.04.014","article-title":"Detection of archaeological crop marks by using satellite QuickBird multispectral imagerty","volume":"34","author":"Lasaponara","year":"2007","journal-title":"J. Archaeol. Sci"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"05355","DOI":"10.1117\/1.3645590","article-title":"Vegetation indices and field spectro-radiometric measurements for validation of buried architectural remains: verification under area surveyed with geophysical campaigns","volume":"5","author":"Agapiou","year":"2011","journal-title":"J. Appl. Remote Sens"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.3390\/s90201167","article-title":"Detection of Neolithic settlements in Thessaly (Greece) through multispectral and hyperspectral satellite imagery","volume":"9","author":"Alexakis","year":"2009","journal-title":"Sensors"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1016\/j.jas.2006.09.013","article-title":"Methods for the extraction of archaeological features from very high-resolution IKONOS-2 remote sensing imagery, Hisar (southwest Turkey)","volume":"34","author":"Paulissen","year":"2007","journal-title":"J. Archaeol. Sci"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1016\/j.jas.2006.06.018","article-title":"Detection of exposed and subsurface archaeological remains using multi-sensor remote sensing","volume":"34","author":"Rowlands","year":"2007","journal-title":"J. Archaeol. Sci"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1260\/147807709788549376","article-title":"Multi-temporal study of archaeological sites in Cyprus using atmospheric corrected satellite remotely sensed data","volume":"7","author":"Hadjimitsis","year":"2009","journal-title":"Int. J. Architect. Comput"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"2316","DOI":"10.1016\/j.jas.2010.04.005","article-title":"Applications of satellite remote sensing for research and heritage management in Indian prehistory","volume":"37","author":"Pappu","year":"2010","journal-title":"J. Archaeol. Sci"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"318","DOI":"10.1007\/978-3-642-16873-4_24","article-title":"Hyperspectral ground truth data for the detection of buried architectural remains","volume":"6436","author":"Agapiou","year":"2010","journal-title":"Lecture Notes Comput. Sci"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1499","DOI":"10.1016\/j.jas.2012.01.001","article-title":"Observatory validation of Neolithic tells (\u201cMagoules\u201d) in the Thessalian plain, central Greece, using hyperspectral spectroradiometric data","volume":"39","author":"Agapiou","year":"2012","journal-title":"J. Archaeol. Sci"},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Aqdus, S.A., Hanson, W.S., and Drummond, J (2007, January 12\u201317). A Comparative Study for Finding Archaeological Crop Marks Using Airborne Hyperspectral, Multispectral and Digital Photographic Data. Newcastle, UK.","DOI":"10.1117\/12.738007"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"214","DOI":"10.1016\/j.jas.2006.04.014","article-title":"Detection of archaeological crop marks by using satellite QuickBird multispectral imagery","volume":"34","author":"Lasaponara","year":"2007","journal-title":"J. Archaeol. Sci"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Winton, H., and Horne, P. (2010). National archives for National Survey Programmes: NMP and the English Heritage Aerial Photograph Collection, Aerial Archaeology Research Group.","DOI":"10.2307\/jj.18255587.6"},{"key":"ref_13","first-page":"243","article-title":"Detecting sub-surface soil disturbance using hyperspectral first derivative band rations of associated vegetation stress","volume":"XXXVII","author":"White","year":"2008","journal-title":"Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"977","DOI":"10.1016\/j.rse.2009.12.006","article-title":"Monitoring canopy biophysical and biochemical parameters in ecosystem scale using satellite hyperspectral imagery: An application on a Phlomis fruticosa Mediterranean ecosystem using multiangular CHRIS\/PROBA observations","volume":"114","author":"Stagakis","year":"2010","journal-title":"Remote Sens. Environ"},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Thenkabail, S.P., Lyon, G.J., and Huete, A. (2011). Hyperspectral Remote Sensing of Vegetation, CRC Press.","DOI":"10.1201\/b11222-41"},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Thenkabail, S.P., Lyon, G.J., and Huete, A. (2011). Hyperspectral Remote Sensing of Vegetation, CRC Press.","DOI":"10.1201\/b11222-41"},{"key":"ref_17","unstructured":"Kaimaris, D., Georgoula, O., Karadedos, G., and Patias, P. (, January October). Aerial and Remote Sensing Archaeology in Eastern Macedonia, Greece. Kyoto, Japan."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"89","DOI":"10.5194\/nhess-10-89-2010","article-title":"Atmospheric correction for satellite remotely sensed data intended for agricultural applications: Impact on vegetation indices","volume":"10","author":"Hadjimitsis","year":"2010","journal-title":"Nat. Hazards Earth Syst. Sci"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.rse.2007.08.001","article-title":"Progress in field spectroscopy","volume":"113","author":"Milton","year":"2009","journal-title":"Remote Sens. Environ"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/j.rse.2003.12.013","article-title":"Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture","volume":"90","author":"Haboudane","year":"2004","journal-title":"Remote Sens. Environ"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1080\/02757259509532298","article-title":"A review of vegetation indices","volume":"13","author":"Bannari","year":"1995","journal-title":"Remote Sens. Rev"},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Thenkabail, S.P., Lyon, G.J., and Huete, A. (2011). Hyperspectral Remote Sensing of Vegetation, CRC Press.","DOI":"10.1201\/b11222-41"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1016\/S0034-4257(96)00112-5","article-title":"A comparison of vegetation indices over a global set of TM images for EOS-MODIS","volume":"59","author":"Huete","year":"1997","journal-title":"Remote Sens. Environ"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/S0034-4257(96)00072-7","article-title":"Use of a green channel in remote sensing of global vegetation from EOS-MODIS","volume":"58","author":"Gitelson","year":"1996","journal-title":"Remote Sens. Environ"},{"key":"ref_25","unstructured":"Rouse, J.W., Haas, R.H., Schell, J.A., Deering, D.W., and Harlan, J.C. (1974). Monitoring the Vernal Advancements and Retrogradation (Greenwave Effect) of Nature Vegetation, NASA\/GSFC Final Report; NASA."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"663","DOI":"10.2307\/1936256","article-title":"Derivation of leaf area index from quality of light on the forest floor","volume":"50","author":"Jordan","year":"1969","journal-title":"Ecology"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1080\/07038992.1996.10855178","article-title":"Evaluation of vegetation indices and a modified simple ratio for boreal application","volume":"22","author":"Chen","year":"1996","journal-title":"Can. J. Remote Sens"},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/j.rse.2003.12.013","article-title":"Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: modeling and validation in the context of precision agriculture","volume":"90","author":"Haboudane","year":"2004","journal-title":"Remote Sens. Environ"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1016\/0034-4257(94)00114-3","article-title":"Estimating PAR absorbed by vegetation from bidirectional reflectance measurements","volume":"51","author":"Roujean","year":"1995","journal-title":"Remote Sens. Environ"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1046\/j.1469-8137.1999.00424.x","article-title":"Assessing leaf pigment content and activity with a reflectometer","volume":"143","author":"Gamon","year":"1999","journal-title":"New Phytol"},{"key":"ref_31","first-page":"15","article-title":"Distinguishing vegetation from soil background information","volume":"43","author":"Richardson","year":"1977","journal-title":"Photogram. Eng. Remote Sensing"},{"key":"ref_32","unstructured":"Pearson, R.L., and Miller, L.D. (1972, January 2\u20136). Remote Mapping of Standing Crop Biomass and Estimation of the Productivity of the Short Grass Prairie, Pawnee National Grasslands, Colorado. Ann Arbor, MI, USA."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/0034-4257(91)90009-U","article-title":"Potentials and limits of vegetation indices for LAI and APAR assessment","volume":"35","author":"Baret","year":"1991","journal-title":"Remote Sens. Environ"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/0034-4257(94)90134-1","article-title":"A modified soil adjusted vegetation index","volume":"48","author":"Qi","year":"1994","journal-title":"Remote Sens. Environ"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1109\/36.134076","article-title":"Atmospherically resistant vegetation index (ARVI) for EOS-MODIS","volume":"30","author":"Kaufman","year":"1992","journal-title":"IEEE Trans. Geosci. Remote Sens"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1007\/BF00031911","article-title":"GEMI: A non-linear index to monitor global vegetation from satellites","volume":"101","author":"Pinty","year":"1992","journal-title":"Plant Ecol"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1016\/0034-4257(95)00186-7","article-title":"Optimization of soil-adjusted vegetation indices","volume":"55","author":"Rondeaux","year":"1996","journal-title":"Remote Sens. Environ"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/0034-4257(79)90013-0","article-title":"Red and photographic infrared linear combinations for monitoring vegetation","volume":"8","author":"Tucker","year":"1979","journal-title":"Remote Sens. Environ"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1355","DOI":"10.1109\/TGRS.2003.812910","article-title":"Estimation of forest leaf area index using vegetation indices derived from Hyperion hyperspectral data","volume":"41","author":"Gong","year":"2003","journal-title":"IEEE Trans. Geosci. Remote Sens"},{"key":"ref_40","unstructured":"Kim, M.S., Daughtry, C.S.T., Chappelle, E.W., McMurtrey, J.E., and Walthall, C.L. (1994, January 17\u201321). The Use of High Spectral Resolution Bands for Estimating Absorbed Photosynthetically Active Radiation (APAR). Val D\u2019Isere, France."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1016\/j.rse.2005.09.002","article-title":"Assessing vineyard condition with hyperspectral indices: Leaf and canopy reflectance simulation in a row-structured discontinuous canopy","volume":"99","author":"Miller","year":"2005","journal-title":"Remote Sens. Environ"},{"key":"ref_42","unstructured":"Gandia, S., Fern\u00e1ndez, G., Garc\u00eda, J.C., and Moreno, J (2004, January 28\u201330). Retrieval of Vegetation Biophysical Variables from CHRIS\/PROBA Data in the SPARC Campaing. Frascati, Italy."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/S0034-4257(00)00113-9","article-title":"Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance","volume":"74","author":"Daughtry","year":"2000","journal-title":"Remote Sens. Environ"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/S0034-4257(02)00010-X","article-title":"Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages","volume":"81","author":"Sims","year":"2002","journal-title":"Remote Sens. Environ"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1016\/j.rse.2005.01.019","article-title":"Comparison of spectral indices obtained using multiple spectroradiometers","volume":"103","author":"Rivard","year":"2006","journal-title":"Remote Sens. Environ"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/0034-4257(95)00195-6","article-title":"Retrieving leaf area index of boreal conifer forests using Landsat Thematic Mapper","volume":"55","author":"Chen","year":"1996","journal-title":"Remote Sens. Environ"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"5403","DOI":"10.1080\/0143116042000274015","article-title":"The MERIS terrestrial chlorophyll index","volume":"25","author":"Dash","year":"2004","journal-title":"Int. J. Remote Sens"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/1011-1344(93)06963-4","article-title":"Quantitative estimation of chlorophyll-a using reflectance spectra: Experiments with autumn chestnut and maple leaves","volume":"22","author":"Gitelson","year":"1994","journal-title":"J. Photochem. Photobiol. B: Biol"},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1016\/0034-4257(94)00114-3","article-title":"Estimating PAR absorbed by vegetation from bidirectional reflectance measurements","volume":"51","author":"Roujean","year":"1995","journal-title":"Remote Sens. Environ"},{"key":"ref_50","first-page":"750","article-title":"High spectral resolution: Determination of spectral shifts between the red and near infrared","volume":"27","author":"Guyot","year":"1988","journal-title":"Int. Arch. Photogramm. Remote Sens. Spat. Inform. Sci"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"2727","DOI":"10.1080\/01431169508954588","article-title":"Reflectance assessment of mite effects on apple trees","volume":"16","author":"Filella","year":"1995","journal-title":"Int. J. Remote Sens"},{"key":"ref_52","first-page":"221","article-title":"Semi-empirical indices to assess carotenoids\/chlorophyll-a ratio from leaf spectral reflectance","volume":"31","author":"Penuelas","year":"1995","journal-title":"Photosynthetica"},{"key":"ref_53","unstructured":"Vincini, M., Frazzi, E., and D\u2019Alessio, P. (2006, January 19\u201321). Angular Dependence of Maize and Sugar Beet Vis from Directional CHRIS\/PROBA Data. Frascati, Italy."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"2691","DOI":"10.1080\/014311697217558","article-title":"Remote estimation of chlorophyll content in higher plant leaves","volume":"18","author":"Gitelson","year":"1997","journal-title":"Int. J. Remote Sens"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/S0034-4257(98)00046-7","article-title":"Remote sensing of chlorophyll a, chlorophyll b, chlorophyll a+b, and total carotenoid content in eucalyptus leaves","volume":"66","author":"Datt","year":"1998","journal-title":"Remote Sens. Environ"},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"416","DOI":"10.1016\/S0034-4257(02)00018-4","article-title":"Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture","volume":"81","author":"Haboudane","year":"2002","journal-title":"Remote Sens. Environ"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1016\/S0034-4257(00)00197-8","article-title":"Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density","volume":"76","author":"Broge","year":"2001","journal-title":"Remote Sens. Environ"},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"1563","DOI":"10.1080\/01431169308953986","article-title":"Red edge spectral measurements from sugar maple leaves","volume":"14","author":"Vogelmann","year":"1993","journal-title":"Int. J. Remote Sens"},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/S0034-4257(02)00113-X","article-title":"Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects","volume":"84","author":"Pushnik","year":"2003","journal-title":"Remote Sens. Environ"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1562\/0031-8655(2001)074<0038:OPANEO>2.0.CO;2","article-title":"Optical properties and nondestructive estimation of anthocyanin content in plant leaves","volume":"74","author":"Gitelson","year":"2001","journal-title":"Photochem. Photobiol"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1016\/j.rse.2005.09.002","article-title":"Assessing vineyard condition with hyperspectral indices: Leaf and canopy reflectance simulation in a row-structured discontinuous canopy","volume":"99","author":"Miller","year":"2005","journal-title":"Remote Sens. Environ"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1562\/0031-8655(2002)075<0272:ACCIPL>2.0.CO;2","article-title":"Assessing carotenoid content in plant leaves with reflectance spectroscopy","volume":"75","author":"Gitelson","year":"2002","journal-title":"Photochem. Photobiol"},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1016\/S0176-1617(96)80081-2","article-title":"Detection of vegetation stress via a new high resolution fluorescence imaging system","volume":"148","author":"Lichtenthaler","year":"1996","journal-title":"J. Plant Physiol"},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/0034-4257(94)90136-8","article-title":"Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves","volume":"48","author":"Gamon","year":"1994","journal-title":"Remote Sens. Environ"},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/0098-8472(92)90034-Y","article-title":"A reappraisal of the use of DMSO for the extraction and determination of chlorophylls a and b in lichens and higher plants","volume":"32","author":"Barnes","year":"1992","journal-title":"Environ. Experimental Bot"},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1007\/s004420050337","article-title":"The photochemical reflectance index: An optical indicator of photosynthetic radiation use efficiency across species, functional types, and nutrient levels","volume":"112","author":"Gamon","year":"1997","journal-title":"Oecologia"},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1111\/j.1399-3054.1996.tb00204.x","article-title":"Relationship between photosynthetic radiation-use efficiency of barley canopies and the photochemical reflectance index (PRI)","volume":"96","author":"Filella","year":"1996","journal-title":"Physiologia Plantarum"},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1034\/j.1399-3054.1999.106119.x","article-title":"Nondestructive optical detection of pigment changes during leaf senescence and fruit ripening","volume":"106","author":"Merzlyak","year":"1999","journal-title":"Physiologia Plantarum"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"1887","DOI":"10.1080\/01431169308954010","article-title":"The reflectance at the 950\u2013970 nm region as an indicator of plant water status","volume":"14","author":"Filella","year":"1993","journal-title":"Int. J. Remote Sens"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1007\/978-3-642-34234-9_13","article-title":"Towards to an archaeological index: Identify the spectral regions of stress vegetation due to buried archaeological remain","volume":"7616","author":"Agapiou","year":"2012","journal-title":"Lecture Notes Comput. Sci"},{"key":"ref_71","unstructured":"Agapiou, A., Hadjimitsis, G.D., Sarris, A., and Georgopoulos, A. (2011, January 4\u201310). A New Method for the Detection of Architectural Remains Using Field Spectroscopy: Experimental Remote Sensing Archaeology. Florianopolil, Brazil."},{"key":"ref_72","doi-asserted-by":"crossref","unstructured":"Escalante, B (2012). Remote Sensing-Applications, InTech.","DOI":"10.5772\/2670"},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"602","DOI":"10.5589\/m10-080","article-title":"Operational calibration of the Advanced Very High Resolution Radiometer (AVHRR) visible and near-infrared channels","volume":"36","author":"Wu","year":"2010","journal-title":"Can. J. Remote Sens"},{"key":"ref_74","doi-asserted-by":"crossref","unstructured":"Agapiou, A., Hadjimitsis, G.D., Sarris, A., Georgopoulos, A., and Alexakis, D.D. (2012). Optimum temporal and spectral window for monitoring crop marks over archaeological remains in the Mediterranean region. J. Archaeol. Sci., 10.1016\/j.jas.2012.10.036.","DOI":"10.1016\/j.jas.2012.10.036"},{"key":"ref_75","doi-asserted-by":"crossref","unstructured":"Agapiou, A., Alexakis, D.D., and Hadjimitsis, G.D. (2012). Evaluation of spectral sensitivity of ALOS, ASTER, IKONOS, LANDSAT and SPOT satellite sensors intended for the detection of archaeological crop marks. Int. J. Dig. Earth.","DOI":"10.1080\/17538947.2012.674159"},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1002\/arp.420","article-title":"Balancing on the borderline\u2014A low cost approach to visualize the red- edge shift for the benefit of the aerial archaeology","volume":"18","author":"Verhoeven","year":"2011","journal-title":"Archaeol. Prospect"},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1016\/j.agee.2010.06.004","article-title":"Cropmarks in stands of cereals, legumes and winter rape indicate sub-soil archaeological features in the agricultural landscape of Central Europe","volume":"138","author":"Hejcman","year":"2010","journal-title":"Agric. Ecosyst. Environ"},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"1655","DOI":"10.1016\/j.jas.2012.01.023","article-title":"Cropmarks in main field crops enable the identification of a wide spectrum of buried features on archaeological sites in Central Europe","volume":"39","author":"Gojda","year":"2012","journal-title":"J. Archaeol. Sci"},{"key":"ref_79","doi-asserted-by":"crossref","unstructured":"Thenkabail, S.P., Lyon, G.J., and Huete, A. (2011). Hyperspectral Remote Sensing of Vegetation, CRC Press.","DOI":"10.1201\/b11222-41"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/4\/12\/3892\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T21:54:07Z","timestamp":1760219647000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/4\/12\/3892"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12,7]]},"references-count":79,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2012,12]]}},"alternative-id":["rs4123892"],"URL":"https:\/\/doi.org\/10.3390\/rs4123892","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,12,7]]}}}