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Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers

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Bibliographic Details
Main Authors: Chaudhuri, Somnath, Juan, Pablo, Saurina, Laura Serra
Format: Book
Language:English
Published: Springer 2023
Subjects:
coastal regions
nonstationary
Online Access:https://link.springer.com/article/10.1007/s00477-023-02519-9
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8722
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spelling oai:localhost:PNK-87222023-08-07T07:12:43Z Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers Chaudhuri, Somnath Juan, Pablo Saurina, Laura Serra coastal regions nonstationary CC-BY Natural hazards like floods, cyclones, earthquakes, or, tsunamis have deep impacts on the environment and society causing damage to both life and property. These events can cause widespread destruction and can lead to long-term socio-economic disruption often affecting the most vulnerable populations in society. Computational modeling provides an essential tool to estimate the damage by incorporating spatial uncertainties and examining global risk assessments. Classical stationary models in spatial statistics often assume isotropy and stationarity. It causes inappropriate smoothing over features having boundaries, holes, or physical barriers. Despite this, nonstationary models like barrier model have been little explored in the context of natural disasters in complex land structures. 2023-08-07T07:12:43Z 2023-08-07T07:12:43Z 2023 Book https://link.springer.com/article/10.1007/s00477-023-02519-9 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8722 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic coastal regions
nonstationary
spellingShingle coastal regions
nonstationary
Chaudhuri, Somnath
Juan, Pablo
Saurina, Laura Serra
Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
description CC-BY
format Book
author Chaudhuri, Somnath
Juan, Pablo
Saurina, Laura Serra
author_facet Chaudhuri, Somnath
Juan, Pablo
Saurina, Laura Serra
author_sort Chaudhuri, Somnath
title Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
title_short Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
title_full Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
title_fullStr Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
title_full_unstemmed Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
title_sort modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00477-023-02519-9
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8722
_version_ 1773599513917784064
score 8.881002

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