Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks

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 vegeta...

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Main Authors: Diofantos G. Hadjimitsis, Athos Agapiou, Dimitrios D. Alexakis
Format: Article
Language:English
Published: MDPI AG 2012-12-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/4/12/3892
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spelling doaj-92012dc2d50043c8993e2fdb56cf0fa92020-11-25T02:26:50ZengMDPI AGRemote Sensing2072-42922012-12-014123892391910.3390/rs4123892Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop MarksDiofantos G. HadjimitsisAthos AgapiouDimitrios D. AlexakisSeveral 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 (2011–2012). 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.http://www.mdpi.com/2072-4292/4/12/3892vegetation indicesremote sensing archaeologyground spectroscopycrop marksAlampra test field
collection DOAJ
language English
format Article
sources DOAJ
author Diofantos G. Hadjimitsis
Athos Agapiou
Dimitrios D. Alexakis
spellingShingle Diofantos G. Hadjimitsis
Athos Agapiou
Dimitrios D. Alexakis
Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks
Remote Sensing
vegetation indices
remote sensing archaeology
ground spectroscopy
crop marks
Alampra test field
author_facet Diofantos G. Hadjimitsis
Athos Agapiou
Dimitrios D. Alexakis
author_sort Diofantos G. Hadjimitsis
title Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks
title_short Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks
title_full Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks
title_fullStr Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks
title_full_unstemmed Evaluation of Broadband and Narrowband Vegetation Indices for the Identification of Archaeological Crop Marks
title_sort evaluation of broadband and narrowband vegetation indices for the identification of archaeological crop marks
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2012-12-01
description 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 (2011–2012). 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.
topic vegetation indices
remote sensing archaeology
ground spectroscopy
crop marks
Alampra test field
url http://www.mdpi.com/2072-4292/4/12/3892
work_keys_str_mv AT diofantosghadjimitsis evaluationofbroadbandandnarrowbandvegetationindicesfortheidentificationofarchaeologicalcropmarks
AT athosagapiou evaluationofbroadbandandnarrowbandvegetationindicesfortheidentificationofarchaeologicalcropmarks
AT dimitriosdalexakis evaluationofbroadbandandnarrowbandvegetationindicesfortheidentificationofarchaeologicalcropmarks
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