Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models
Beach litter accumulation patterns are influenced by biotic and abiotic factors, as well as by the distribution of anthropogenic sources. Although the importance of comprehensive approaches to deal with anthropogenic litter pollution is acknowledged, integrated studies including geomorphologic, biot...
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-01-01
|
Series: | Land |
Subjects: | |
Online Access: | https://www.mdpi.com/2073-445X/10/1/54 |
id |
doaj-11ee899c840e43ed8cc9d8160e61a59b |
---|---|
record_format |
Article |
spelling |
doaj-11ee899c840e43ed8cc9d8160e61a59b2021-01-10T00:01:29ZengMDPI AGLand2073-445X2021-01-0110545410.3390/land10010054Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution ModelsMirko Di Febbraro0Ludovico Frate1Maria Carla de Francesco2Angela Stanisci3Francesco Pio Tozzi4Marco Varricchione5Maria Laura Carranza6EnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyEnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyEnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyEnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyEnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyEnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyEnviX–Lab, Department of Biosciences and Territory, University of Molise, C.da Fonte Lappone, 86090 Pesche, IS, ItalyBeach litter accumulation patterns are influenced by biotic and abiotic factors, as well as by the distribution of anthropogenic sources. Although the importance of comprehensive approaches to deal with anthropogenic litter pollution is acknowledged, integrated studies including geomorphologic, biotic, and anthropic factors in relation to beach debris accumulation are still needed. In this perspective, Species Distribution Models (SDMs) might represent an appropriate tool to predict litter accumulation probability in relation to environmental conditions. In this context, we explored the applicability of a SDM–type modelling approach (a Litter Distribution Model; LDM) to map litter accumulation in coastal sand dunes. Starting from 180 litter sampling plots combined with fine–resolution variables, we calibrated LDMs from litter items classified either by their material type or origin. We also mapped litter accumulation hotspots. LDMs achieved fair-to-good predictive performance, with LDMs for litter classified by material type performing significantly better than models for litter classified by origin. Accumulation hotspots were mostly localized along the beach, by beach accesses, and at river mouths. In light of the promising results achieved by LDMs in this study, we conclude that this tool can be successfully applied within a coastal litter management context.https://www.mdpi.com/2073-445X/10/1/54Litter Distribution Model (LDM)beach litter accumulationriver mouthcoastal dune vegetation zonationprotected areasCentral Adriatic |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mirko Di Febbraro Ludovico Frate Maria Carla de Francesco Angela Stanisci Francesco Pio Tozzi Marco Varricchione Maria Laura Carranza |
spellingShingle |
Mirko Di Febbraro Ludovico Frate Maria Carla de Francesco Angela Stanisci Francesco Pio Tozzi Marco Varricchione Maria Laura Carranza Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models Land Litter Distribution Model (LDM) beach litter accumulation river mouth coastal dune vegetation zonation protected areas Central Adriatic |
author_facet |
Mirko Di Febbraro Ludovico Frate Maria Carla de Francesco Angela Stanisci Francesco Pio Tozzi Marco Varricchione Maria Laura Carranza |
author_sort |
Mirko Di Febbraro |
title |
Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models |
title_short |
Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models |
title_full |
Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models |
title_fullStr |
Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models |
title_full_unstemmed |
Modelling Beach Litter Accumulation on Mediterranean Coastal Landscapes: An Integrative Framework Using Species Distribution Models |
title_sort |
modelling beach litter accumulation on mediterranean coastal landscapes: an integrative framework using species distribution models |
publisher |
MDPI AG |
series |
Land |
issn |
2073-445X |
publishDate |
2021-01-01 |
description |
Beach litter accumulation patterns are influenced by biotic and abiotic factors, as well as by the distribution of anthropogenic sources. Although the importance of comprehensive approaches to deal with anthropogenic litter pollution is acknowledged, integrated studies including geomorphologic, biotic, and anthropic factors in relation to beach debris accumulation are still needed. In this perspective, Species Distribution Models (SDMs) might represent an appropriate tool to predict litter accumulation probability in relation to environmental conditions. In this context, we explored the applicability of a SDM–type modelling approach (a Litter Distribution Model; LDM) to map litter accumulation in coastal sand dunes. Starting from 180 litter sampling plots combined with fine–resolution variables, we calibrated LDMs from litter items classified either by their material type or origin. We also mapped litter accumulation hotspots. LDMs achieved fair-to-good predictive performance, with LDMs for litter classified by material type performing significantly better than models for litter classified by origin. Accumulation hotspots were mostly localized along the beach, by beach accesses, and at river mouths. In light of the promising results achieved by LDMs in this study, we conclude that this tool can be successfully applied within a coastal litter management context. |
topic |
Litter Distribution Model (LDM) beach litter accumulation river mouth coastal dune vegetation zonation protected areas Central Adriatic |
url |
https://www.mdpi.com/2073-445X/10/1/54 |
work_keys_str_mv |
AT mirkodifebbraro modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels AT ludovicofrate modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels AT mariacarladefrancesco modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels AT angelastanisci modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels AT francescopiotozzi modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels AT marcovarricchione modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels AT marialauracarranza modellingbeachlitteraccumulationonmediterraneancoastallandscapesanintegrativeframeworkusingspeciesdistributionmodels |
_version_ |
1724343804046082048 |