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Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides
Recognition and classification of road-related landslides are a critical requirement in pre- and post-disaster hazard analysis. They are primarily done through field mapping or manual image interpretation from commercial satellites images. This paper developed a Normalized Difference Road Landside I...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292880/ https://www.ncbi.nlm.nih.gov/pubmed/30546067 http://dx.doi.org/10.1038/s41598-018-36202-9 |
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author | Zhao, Yinjun Huang, Yuying Liu, Hanhu Wei, Yongping Lin, Qing Lu, Yuan |
author_facet | Zhao, Yinjun Huang, Yuying Liu, Hanhu Wei, Yongping Lin, Qing Lu, Yuan |
author_sort | Zhao, Yinjun |
collection | PubMed |
description | Recognition and classification of road-related landslides are a critical requirement in pre- and post-disaster hazard analysis. They are primarily done through field mapping or manual image interpretation from commercial satellites images. This paper developed a Normalized Difference Road Landside Index (NDRLI)-based method to delineate road-induced landslides and enhance their presence in remotely sensed digital imagery based on free Landsat Operational Land Imager (OLI) sources. The NDRLI-based method includes NDRLI, Shape Index of Spectral Curve (SISC), and other optimizing steps such as deleting shadow and slope <20° area to recognise landslides. The test results show that the NDRLI-based method is effective in extracting road-induced landslide information, although the Kappa coefficient should be further improved. |
format | Online Article Text |
id | pubmed-6292880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62928802018-12-21 Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides Zhao, Yinjun Huang, Yuying Liu, Hanhu Wei, Yongping Lin, Qing Lu, Yuan Sci Rep Article Recognition and classification of road-related landslides are a critical requirement in pre- and post-disaster hazard analysis. They are primarily done through field mapping or manual image interpretation from commercial satellites images. This paper developed a Normalized Difference Road Landside Index (NDRLI)-based method to delineate road-induced landslides and enhance their presence in remotely sensed digital imagery based on free Landsat Operational Land Imager (OLI) sources. The NDRLI-based method includes NDRLI, Shape Index of Spectral Curve (SISC), and other optimizing steps such as deleting shadow and slope <20° area to recognise landslides. The test results show that the NDRLI-based method is effective in extracting road-induced landslide information, although the Kappa coefficient should be further improved. Nature Publishing Group UK 2018-12-13 /pmc/articles/PMC6292880/ /pubmed/30546067 http://dx.doi.org/10.1038/s41598-018-36202-9 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Zhao, Yinjun Huang, Yuying Liu, Hanhu Wei, Yongping Lin, Qing Lu, Yuan Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides |
title | Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides |
title_full | Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides |
title_fullStr | Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides |
title_full_unstemmed | Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides |
title_short | Use of the Normalized Difference Road Landside Index (NDRLI)-based method for the quick delineation of road-induced landslides |
title_sort | use of the normalized difference road landside index (ndrli)-based method for the quick delineation of road-induced landslides |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292880/ https://www.ncbi.nlm.nih.gov/pubmed/30546067 http://dx.doi.org/10.1038/s41598-018-36202-9 |
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