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Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data
The Himalayan rivers are vulnerable to devastating flooding caused by landslides and outbreak of glacial lakes. On 7 February 2021, a deadly disaster occurred near the Rishi Ganga Hydropower Plant in the Rishi Ganga River, killing more than 100 people. During the event, a large volume of debris and...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381862/ https://www.ncbi.nlm.nih.gov/pubmed/34457078 http://dx.doi.org/10.1007/s12665-021-09904-z |
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author | Meena, Sansar Raj Chauhan, Akshansha Bhuyan, Kushanav Singh, Ramesh P. |
author_facet | Meena, Sansar Raj Chauhan, Akshansha Bhuyan, Kushanav Singh, Ramesh P. |
author_sort | Meena, Sansar Raj |
collection | PubMed |
description | The Himalayan rivers are vulnerable to devastating flooding caused by landslides and outbreak of glacial lakes. On 7 February 2021, a deadly disaster occurred near the Rishi Ganga Hydropower Plant in the Rishi Ganga River, killing more than 100 people. During the event, a large volume of debris and broken glacial fragments flooded the Rishi Ganga River and washed away the Rishi Ganga Hydropower plant ongoing project. This study presents the impact of the Chamoli disaster on the water quality of Rishi Ganga River in upstream near Tapovan and Ganga River in downstream near Haridwar through remote sensing data. Five points have been used at different locations across the two study areas and three different indices were used such as Normalized difference water index (NDWI), Normalized difference turbidity Index (NDTI), and Normalized difference chlorophyll index (NDCI), to analyze changes in water quality. Spectral signatures and backscattering coefficients derived from Sentinel-2 Optical and Sentinel-1 Synthetic-aperture radar (SAR) data were also compared to study the changes in water quality. It was evident from the water quality indices and spectral signatures that the flood plains changed significantly. Using spectral signatures and different indices, the water level in the Chilla dam canal near Haridwar was found to decreased after the Chamoli disaster event as the flood gates were closed to stop the deposit of sediments in the canal. Results suggest changes in water quality parameters (turbidity, chlorophyll concentration, NDWI) at the five locations near the deadly site and far away at Haridwar along the Ganga River. This study is a preliminary qualitative analysis showing changes in river flood plain and water quality after the Chamoli disaster. |
format | Online Article Text |
id | pubmed-8381862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-83818622021-08-23 Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data Meena, Sansar Raj Chauhan, Akshansha Bhuyan, Kushanav Singh, Ramesh P. Environ Earth Sci Original Article The Himalayan rivers are vulnerable to devastating flooding caused by landslides and outbreak of glacial lakes. On 7 February 2021, a deadly disaster occurred near the Rishi Ganga Hydropower Plant in the Rishi Ganga River, killing more than 100 people. During the event, a large volume of debris and broken glacial fragments flooded the Rishi Ganga River and washed away the Rishi Ganga Hydropower plant ongoing project. This study presents the impact of the Chamoli disaster on the water quality of Rishi Ganga River in upstream near Tapovan and Ganga River in downstream near Haridwar through remote sensing data. Five points have been used at different locations across the two study areas and three different indices were used such as Normalized difference water index (NDWI), Normalized difference turbidity Index (NDTI), and Normalized difference chlorophyll index (NDCI), to analyze changes in water quality. Spectral signatures and backscattering coefficients derived from Sentinel-2 Optical and Sentinel-1 Synthetic-aperture radar (SAR) data were also compared to study the changes in water quality. It was evident from the water quality indices and spectral signatures that the flood plains changed significantly. Using spectral signatures and different indices, the water level in the Chilla dam canal near Haridwar was found to decreased after the Chamoli disaster event as the flood gates were closed to stop the deposit of sediments in the canal. Results suggest changes in water quality parameters (turbidity, chlorophyll concentration, NDWI) at the five locations near the deadly site and far away at Haridwar along the Ganga River. This study is a preliminary qualitative analysis showing changes in river flood plain and water quality after the Chamoli disaster. Springer Berlin Heidelberg 2021-08-23 2021 /pmc/articles/PMC8381862/ /pubmed/34457078 http://dx.doi.org/10.1007/s12665-021-09904-z Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Meena, Sansar Raj Chauhan, Akshansha Bhuyan, Kushanav Singh, Ramesh P. Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data |
title | Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data |
title_full | Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data |
title_fullStr | Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data |
title_full_unstemmed | Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data |
title_short | Chamoli disaster: pronounced changes in water quality and flood plains using Sentinel data |
title_sort | chamoli disaster: pronounced changes in water quality and flood plains using sentinel data |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381862/ https://www.ncbi.nlm.nih.gov/pubmed/34457078 http://dx.doi.org/10.1007/s12665-021-09904-z |
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