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Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile
Beach litter is a worldwide problem that has several negative effects. A first step in preventing an environmental hazard is to determine and model the level of contamination. In this paper, geostatistical simulation is used to model two main forms of beach litter (cigarette butts and sharp items) i...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7697030/ https://www.ncbi.nlm.nih.gov/pubmed/33198385 http://dx.doi.org/10.3390/ijerph17228384 |
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author | Maleki, Mohammad Soria, Kevin |
author_facet | Maleki, Mohammad Soria, Kevin |
author_sort | Maleki, Mohammad |
collection | PubMed |
description | Beach litter is a worldwide problem that has several negative effects. A first step in preventing an environmental hazard is to determine and model the level of contamination. In this paper, geostatistical simulation is used to model two main forms of beach litter (cigarette butts and sharp items) in one of the most contaminated beaches in Antofagasta, Chile. A hundred realizations of cigarette butts and broken glass are generated to emulate their joint spatial distribution. The simulation results are used to classify the beach into different areas with respect to the risk of injury by broken glass and the level of contamination by cigarette butts. The models obtained can be used by local authorities in beach clean-up programs and by visitors to beaches in choosing the safest and cleanest areas. The results demonstrate the capability of geostatistical simulation algorithms to model different types of beach litter. |
format | Online Article Text |
id | pubmed-7697030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76970302020-11-29 Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile Maleki, Mohammad Soria, Kevin Int J Environ Res Public Health Article Beach litter is a worldwide problem that has several negative effects. A first step in preventing an environmental hazard is to determine and model the level of contamination. In this paper, geostatistical simulation is used to model two main forms of beach litter (cigarette butts and sharp items) in one of the most contaminated beaches in Antofagasta, Chile. A hundred realizations of cigarette butts and broken glass are generated to emulate their joint spatial distribution. The simulation results are used to classify the beach into different areas with respect to the risk of injury by broken glass and the level of contamination by cigarette butts. The models obtained can be used by local authorities in beach clean-up programs and by visitors to beaches in choosing the safest and cleanest areas. The results demonstrate the capability of geostatistical simulation algorithms to model different types of beach litter. MDPI 2020-11-12 2020-11 /pmc/articles/PMC7697030/ /pubmed/33198385 http://dx.doi.org/10.3390/ijerph17228384 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Maleki, Mohammad Soria, Kevin Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile |
title | Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile |
title_full | Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile |
title_fullStr | Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile |
title_full_unstemmed | Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile |
title_short | Multivariate Geostatistical Modeling and Risk Analysis of Beach Litter: A Case Study of Playa Blanca Beach, Chile |
title_sort | multivariate geostatistical modeling and risk analysis of beach litter: a case study of playa blanca beach, chile |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7697030/ https://www.ncbi.nlm.nih.gov/pubmed/33198385 http://dx.doi.org/10.3390/ijerph17228384 |
work_keys_str_mv | AT malekimohammad multivariategeostatisticalmodelingandriskanalysisofbeachlitteracasestudyofplayablancabeachchile AT soriakevin multivariategeostatisticalmodelingandriskanalysisofbeachlitteracasestudyofplayablancabeachchile |