Drainage network extraction and morphometric analysis in an Iranian basin using integrating factor analysis and geospatial techniques
文献类型:期刊论文
作者 | Sajadi, Payam2,3; Singh, Amit3; Mukherjee, Saumitra3; Sang, Yan-Fang2; Chapi, Kamran4; Salari, Mamand1 |
刊名 | GEOCARTO INTERNATIONAL
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出版日期 | 2020-05-11 |
页码 | 30 |
关键词 | Focal mechanism MSA morphometric analysis principal axis factoring Qorveh-Dehgolan basin SWAT model Varimax transformation |
ISSN号 | 1010-6049 |
DOI | 10.1080/10106049.2020.1750060 |
通讯作者 | Mukherjee, Saumitra(saumitramukherjee3@gmail.com) ; Sang, Yan-Fang(sangyf@igsnrr.ac.cn) |
英文摘要 | The application of multivariate statistical analysis (MSA) in analyzing drainage basin morphometry, in conjunction with seismic events (focal mechanism) and associated tectonic influences, has been discussed less in the framework of existing geomorphometric studies. Hence, in this study, an integrated approach was designed combining the geomorphometric analysis with MSA, focal mechanism and associated structural lineaments (using a remote sensing and GIS framework) to address the role of active tectonism on the drainage network characteristics in Qorveh-Dehgolan basin located in western part of Iran (Kurdistan province). Eight watersheds were delineated from burnt ASTER DEM using SWAT model and categorized into high-altitude watersheds and low-altitude watersheds. Four-sets of the drainage network were extracted from satellite imageries (Landsat 7 and 8) over a period of 17 years (2000-2017) to monitor the temporal stream network behavior. Overall, nineteen morphometric parameters were calculated (and categorized into linear, aerial, and relief aspects) exhibiting significant changes in the drainage network from 2000 to 2017 (the stream order declined from 5th to 4th order). The higher-altitude watersheds showed various anomalies in the calculated indices (indicating the potential influence of tectonic activity), while the lower altitude watersheds did not exhibit any specific anomalies. In addition, higher concentration of longer lineaments was observed in areas where the relatively resistant, fractured bedrock lithology (meta-volcanic and meta-sedimentary rocks) provided favorable conditions for origin and propagation of the lineaments. Further analysis of focal mechanism solutions (FMS, beachball diagrams) showed that the study area is primarily influenced by moderate earthquake events (3 <= Mw <= 6) and is influenced by a complex fault mechanism (primarily normal faults and strike slip faults). The morphometric parameters were further subjected to the factor analysis (principal axis factoring using Varimax rotation transformation) resulting in derivation of "factor of basin magnitude", "factor of steepness" and "factor of texture" as three principal factors impacting the drainage network. Finally, it was concluded that "factor of steepness" played a decisive role in defining hydrology of higher-altitude watersheds (an indication of tectonic influences in these watersheds) and thereby defining the overall hydrology of the study area as well. Overall, this study highlighted the significant role of the tectonic activity associated with structural lineaments and the seismic events in defining the nature and behavior of the drainage network and certain anomalies caused in the basin hydrology under these structural controls. |
WOS关键词 | MULTIVARIATE STATISTICAL-ANALYSIS ; PRINCIPAL COMPONENT ANALYSIS ; RIVER-BASIN ; PARAMETERS ; EVOLUTION ; INDICATORS ; GEOGRAPHY ; SYSTEMS ; MODEL ; SCALE |
资助项目 | Second Tibetan Plateau Scientific Expedition and Research Program (STEP)[2019QZKK0903] ; National Natural Science Foundation of China[41971040] ; Youth Innovation Promotion Association CAS[2017074] |
WOS研究方向 | Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology |
语种 | 英语 |
WOS记录号 | WOS:000533748300001 |
出版者 | TAYLOR & FRANCIS LTD |
资助机构 | Second Tibetan Plateau Scientific Expedition and Research Program (STEP) ; National Natural Science Foundation of China ; Youth Innovation Promotion Association CAS |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/159770] ![]() |
专题 | 中国科学院地理科学与资源研究所 |
通讯作者 | Mukherjee, Saumitra; Sang, Yan-Fang |
作者单位 | 1.Univ Kurdistan, Fac Nat Resources, Dept Geomorphol, Sanandaj, Iran 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China 3.Jawaharlal Nehru Univ, Sch Environm Sci SES, New Delhi, India 4.Univ Kurdistan, Fac Nat Resources, Dept Rangeland & Watershed Management, Sanandaj, Iran |
推荐引用方式 GB/T 7714 | Sajadi, Payam,Singh, Amit,Mukherjee, Saumitra,et al. Drainage network extraction and morphometric analysis in an Iranian basin using integrating factor analysis and geospatial techniques[J]. GEOCARTO INTERNATIONAL,2020:30. |
APA | Sajadi, Payam,Singh, Amit,Mukherjee, Saumitra,Sang, Yan-Fang,Chapi, Kamran,&Salari, Mamand.(2020).Drainage network extraction and morphometric analysis in an Iranian basin using integrating factor analysis and geospatial techniques.GEOCARTO INTERNATIONAL,30. |
MLA | Sajadi, Payam,et al."Drainage network extraction and morphometric analysis in an Iranian basin using integrating factor analysis and geospatial techniques".GEOCARTO INTERNATIONAL (2020):30. |
入库方式: OAI收割
来源:地理科学与资源研究所
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