{"title":"喜马拉雅西北部塔威盆地季风性洪涝灾害综合光学与SAR数据分析","authors":"Ajay Kumar Taloor , Varun Khajuria , Savati Sharma , Gurnam Parsad , Shiwalika Sambyal , Girish Ch Kothyari , Meenakshi Sharma , Pankaj Mehta","doi":"10.1016/j.pce.2025.103948","DOIUrl":null,"url":null,"abstract":"<div><div>Monsoon forcing significantly impacts flood hazards, intense and prolonged monsoon rains exacerbate flood risks by rapidly increasing river discharge and overwhelming drainage systems, especially in regions with unplanned infrastructure or altered land use. In the study, to define Flood Hazard Zonation (FHZ) in terms of risk assessment, the Analytical Hierarchy Process (AHP) technique was employed to integrate different thematic layers and ascertain the relative importance of criteria in the Geographic Information System (GIS) environment. The FHZ results shows that 103.81 Km<sup>2</sup> (3.50 %) of the region was classified as very high-risk by the FHZ, while 617.17 Km<sup>2</sup> (20.82 %), 865.87 Km<sup>2</sup> (29.21 %), 1119.42 Km<sup>2</sup> (37.77 %), and 257.73 Km<sup>2</sup> (8.70 %) were classified as high-risk, medium-risk, and low-risk. Further, Synthetic Aperture Radar (SAR) based backscatter images of the floodwater area were demarcated for two periods in order to validate the FHZ area based on GIS data. Furthermore, an inundation region of roughly 216.37 km<sup>2</sup> was revealed by pre-processing SAR data, change detection analysis of pre-flood photos, flood-image thresholding, and the creation of flood inundation maps using Google Earth Engine (GEE). The findings showed that flood hazard evaluations, mitigation strategies, and quick post-flood management could be achieved with the help of both optical and SAR-based techniques.</div></div>","PeriodicalId":54616,"journal":{"name":"Physics and Chemistry of the Earth","volume":"139 ","pages":"Article 103948"},"PeriodicalIF":3.0000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrated optical and SAR data analysis for the monsoonal flood hazard mapping in the Tawi Basin Northwest Himalaya\",\"authors\":\"Ajay Kumar Taloor , Varun Khajuria , Savati Sharma , Gurnam Parsad , Shiwalika Sambyal , Girish Ch Kothyari , Meenakshi Sharma , Pankaj Mehta\",\"doi\":\"10.1016/j.pce.2025.103948\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Monsoon forcing significantly impacts flood hazards, intense and prolonged monsoon rains exacerbate flood risks by rapidly increasing river discharge and overwhelming drainage systems, especially in regions with unplanned infrastructure or altered land use. In the study, to define Flood Hazard Zonation (FHZ) in terms of risk assessment, the Analytical Hierarchy Process (AHP) technique was employed to integrate different thematic layers and ascertain the relative importance of criteria in the Geographic Information System (GIS) environment. The FHZ results shows that 103.81 Km<sup>2</sup> (3.50 %) of the region was classified as very high-risk by the FHZ, while 617.17 Km<sup>2</sup> (20.82 %), 865.87 Km<sup>2</sup> (29.21 %), 1119.42 Km<sup>2</sup> (37.77 %), and 257.73 Km<sup>2</sup> (8.70 %) were classified as high-risk, medium-risk, and low-risk. Further, Synthetic Aperture Radar (SAR) based backscatter images of the floodwater area were demarcated for two periods in order to validate the FHZ area based on GIS data. Furthermore, an inundation region of roughly 216.37 km<sup>2</sup> was revealed by pre-processing SAR data, change detection analysis of pre-flood photos, flood-image thresholding, and the creation of flood inundation maps using Google Earth Engine (GEE). The findings showed that flood hazard evaluations, mitigation strategies, and quick post-flood management could be achieved with the help of both optical and SAR-based techniques.</div></div>\",\"PeriodicalId\":54616,\"journal\":{\"name\":\"Physics and Chemistry of the Earth\",\"volume\":\"139 \",\"pages\":\"Article 103948\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physics and Chemistry of the Earth\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1474706525000981\",\"RegionNum\":3,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GEOSCIENCES, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physics and Chemistry of the Earth","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1474706525000981","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
Integrated optical and SAR data analysis for the monsoonal flood hazard mapping in the Tawi Basin Northwest Himalaya
Monsoon forcing significantly impacts flood hazards, intense and prolonged monsoon rains exacerbate flood risks by rapidly increasing river discharge and overwhelming drainage systems, especially in regions with unplanned infrastructure or altered land use. In the study, to define Flood Hazard Zonation (FHZ) in terms of risk assessment, the Analytical Hierarchy Process (AHP) technique was employed to integrate different thematic layers and ascertain the relative importance of criteria in the Geographic Information System (GIS) environment. The FHZ results shows that 103.81 Km2 (3.50 %) of the region was classified as very high-risk by the FHZ, while 617.17 Km2 (20.82 %), 865.87 Km2 (29.21 %), 1119.42 Km2 (37.77 %), and 257.73 Km2 (8.70 %) were classified as high-risk, medium-risk, and low-risk. Further, Synthetic Aperture Radar (SAR) based backscatter images of the floodwater area were demarcated for two periods in order to validate the FHZ area based on GIS data. Furthermore, an inundation region of roughly 216.37 km2 was revealed by pre-processing SAR data, change detection analysis of pre-flood photos, flood-image thresholding, and the creation of flood inundation maps using Google Earth Engine (GEE). The findings showed that flood hazard evaluations, mitigation strategies, and quick post-flood management could be achieved with the help of both optical and SAR-based techniques.
期刊介绍:
Physics and Chemistry of the Earth is an international interdisciplinary journal for the rapid publication of collections of refereed communications in separate thematic issues, either stemming from scientific meetings, or, especially compiled for the occasion. There is no restriction on the length of articles published in the journal. Physics and Chemistry of the Earth incorporates the separate Parts A, B and C which existed until the end of 2001.
Please note: the Editors are unable to consider submissions that are not invited or linked to a thematic issue. Please do not submit unsolicited papers.
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(hydrology and water resources research, engineering and management, oceanography and oceanic chemistry, shelf, sea, lake and river sciences, meteorology and atmospheric sciences incl. chemistry as well as climatology and glaciology).
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(solar, heliospheric and solar-planetary sciences, geology, geophysics and atmospheric sciences of planets, satellites and small bodies as well as cosmochemistry and exobiology).