A. Rosi, W. Frodella, Nicola Nocentini, Francesco Caleca, H. Havenith, A. Strom, Mirzo S. Saidov, Gany Amirgalievich Bimurzaev, V. Tofani
{"title":"Comprehensive landslide susceptibility map of Central Asia","authors":"A. Rosi, W. Frodella, Nicola Nocentini, Francesco Caleca, H. Havenith, A. Strom, Mirzo S. Saidov, Gany Amirgalievich Bimurzaev, V. Tofani","doi":"10.5194/nhess-23-2229-2023","DOIUrl":null,"url":null,"abstract":"Abstract. Central Asia is an area characterized by complex tectonics and active deformation; the related seismic activity controls the earthquake hazard level that, due to the occurrence of secondary and tertiary effects, also has direct implications for the hazard related to mass movements such as\nlandslides, which are responsible for an extensive number of casualties\nevery year. Climatically, this region is characterized by strong rainfall\ngradient contrasts due to the diversity of climate and vegetation zones.\nThe region is drained by large, partly snow- and glacier-fed rivers that\ncross or terminate in arid forelands; therefore, it is also affected by a\nsignificant river flood hazard, mainly in spring and summer seasons. The\nchallenge posed by the combination of different hazards can only be tackled by\nconsidering a multi-hazard approach harmonized among the different\ncountries, in agreement with the requirements of the Sendai Framework for\nDisaster Risk Reduction. This work was carried out within the framework of\nthe Strengthening Financial Resilience and Accelerating Risk Reduction in Central Asia (SFRARR) project as part of a multi-hazard approach and is\nfocused on the first landslide susceptibility analysis at a regional scale\nfor Central Asia. To this aim the most detailed landslide inventories,\ncovering both national and transboundary territories, were implemented in a\nrandom forest model, together with several independent variables. The\nproposed approach represents an innovation in terms of resolution (from 30\nto 70 m) and extension of the analyzed area with respect to previous\nregional landslide susceptibility and hazard zonation models applied in\nCentral Asia. The final aim was to provide a useful tool for land\nuse planning and risk reduction strategies for landslide scientists,\npractitioners, and administrators.\n","PeriodicalId":18922,"journal":{"name":"Natural Hazards and Earth System Sciences","volume":" ","pages":""},"PeriodicalIF":4.2000,"publicationDate":"2023-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Natural Hazards and Earth System Sciences","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.5194/nhess-23-2229-2023","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 5
Abstract
Abstract. Central Asia is an area characterized by complex tectonics and active deformation; the related seismic activity controls the earthquake hazard level that, due to the occurrence of secondary and tertiary effects, also has direct implications for the hazard related to mass movements such as
landslides, which are responsible for an extensive number of casualties
every year. Climatically, this region is characterized by strong rainfall
gradient contrasts due to the diversity of climate and vegetation zones.
The region is drained by large, partly snow- and glacier-fed rivers that
cross or terminate in arid forelands; therefore, it is also affected by a
significant river flood hazard, mainly in spring and summer seasons. The
challenge posed by the combination of different hazards can only be tackled by
considering a multi-hazard approach harmonized among the different
countries, in agreement with the requirements of the Sendai Framework for
Disaster Risk Reduction. This work was carried out within the framework of
the Strengthening Financial Resilience and Accelerating Risk Reduction in Central Asia (SFRARR) project as part of a multi-hazard approach and is
focused on the first landslide susceptibility analysis at a regional scale
for Central Asia. To this aim the most detailed landslide inventories,
covering both national and transboundary territories, were implemented in a
random forest model, together with several independent variables. The
proposed approach represents an innovation in terms of resolution (from 30
to 70 m) and extension of the analyzed area with respect to previous
regional landslide susceptibility and hazard zonation models applied in
Central Asia. The final aim was to provide a useful tool for land
use planning and risk reduction strategies for landslide scientists,
practitioners, and administrators.
期刊介绍:
Natural Hazards and Earth System Sciences (NHESS) is an interdisciplinary and international journal dedicated to the public discussion and open-access publication of high-quality studies and original research on natural hazards and their consequences. Embracing a holistic Earth system science approach, NHESS serves a wide and diverse community of research scientists, practitioners, and decision makers concerned with detection of natural hazards, monitoring and modelling, vulnerability and risk assessment, and the design and implementation of mitigation and adaptation strategies, including economical, societal, and educational aspects.