Numerical modelling of the topographic wetness index: an analysis at different scales

Detalhes bibliográficos
Autor(a) principal: Ruhoff, Anderson Luis
Data de Publicação: 2011
Outros Autores: Castro, Nilza Maria dos Reis, Risso, Alfonso
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da FURG (RI FURG)
Texto Completo: http://repositorio.furg.br/handle/1/3370
Resumo: A variety of landscape properties have been modeled successfully using topographic indices such as topog-raphic wetness index (TWI), defined as ln(a/tanβ), where a is the specific upslope area and β is the surface slope. In this study, 25 m spatial resolution from digital elevation models (DEM) data were used to investi-gate the scale-dependency of TWI values when converting DEMs to 50 and 100 m. To investigate the impact of different spatial resolution, the two lower resolution DEMs were interpolated to the original 25 m grid size. In addition, to compare different flow-direction algorithms, a second objective was to evaluate differences in spatial patterns. Thus the values of TWI were compared in two different ways: 1) distribution functions and their statistics; and 2) cell by cell comparison of DEMs with the same spatial resolution but different flow- directions. As in previous TWI studies, the computed specific upstream is smaller, on average, at higher resolution. TWI variation decreased with increasing grid size. A cell by cell comparison of the TWI values of the 50 and 100 m DEMs showed a low correlation with the TWI based on the 25 m DEM. The results showed significant differences between different flow-diretction algorithms computed for DEMswith 25, 50 and 100 m spatial resolution.
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spelling Numerical modelling of the topographic wetness index: an analysis at different scalesResolutionDEMGrid SizeWetness indexA variety of landscape properties have been modeled successfully using topographic indices such as topog-raphic wetness index (TWI), defined as ln(a/tanβ), where a is the specific upslope area and β is the surface slope. In this study, 25 m spatial resolution from digital elevation models (DEM) data were used to investi-gate the scale-dependency of TWI values when converting DEMs to 50 and 100 m. To investigate the impact of different spatial resolution, the two lower resolution DEMs were interpolated to the original 25 m grid size. In addition, to compare different flow-direction algorithms, a second objective was to evaluate differences in spatial patterns. Thus the values of TWI were compared in two different ways: 1) distribution functions and their statistics; and 2) cell by cell comparison of DEMs with the same spatial resolution but different flow- directions. As in previous TWI studies, the computed specific upstream is smaller, on average, at higher resolution. TWI variation decreased with increasing grid size. A cell by cell comparison of the TWI values of the 50 and 100 m DEMs showed a low correlation with the TWI based on the 25 m DEM. The results showed significant differences between different flow-diretction algorithms computed for DEMswith 25, 50 and 100 m spatial resolution.2013-05-06T18:45:31Z2013-05-06T18:45:31Z2011info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfRUHOFF, Luis Anderson; CASTRO, Nilza Maria Reis; RUSSO, Alfonso. Numerical modelling of the topographic wetness index: an analysis at different scales. International Journal of Geosciences, v. 2, n. 4, p. 476-483, 2011. Disponível em: <www.scirp.org>. Acesso em: 06 mai. 2013.http://repositorio.furg.br/handle/1/337010.4236/ijg.2011.24050engRuhoff, Anderson LuisCastro, Nilza Maria dos ReisRisso, Alfonsoinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FURG (RI FURG)instname:Universidade Federal do Rio Grande (FURG)instacron:FURG2023-10-27T16:57:20Zoai:repositorio.furg.br:1/3370Repositório InstitucionalPUBhttps://repositorio.furg.br/oai/request || http://200.19.254.174/oai/requestopendoar:2023-10-27T16:57:20Repositório Institucional da FURG (RI FURG) - Universidade Federal do Rio Grande (FURG)false
dc.title.none.fl_str_mv Numerical modelling of the topographic wetness index: an analysis at different scales
title Numerical modelling of the topographic wetness index: an analysis at different scales
spellingShingle Numerical modelling of the topographic wetness index: an analysis at different scales
Ruhoff, Anderson Luis
Resolution
DEM
Grid Size
Wetness index
title_short Numerical modelling of the topographic wetness index: an analysis at different scales
title_full Numerical modelling of the topographic wetness index: an analysis at different scales
title_fullStr Numerical modelling of the topographic wetness index: an analysis at different scales
title_full_unstemmed Numerical modelling of the topographic wetness index: an analysis at different scales
title_sort Numerical modelling of the topographic wetness index: an analysis at different scales
author Ruhoff, Anderson Luis
author_facet Ruhoff, Anderson Luis
Castro, Nilza Maria dos Reis
Risso, Alfonso
author_role author
author2 Castro, Nilza Maria dos Reis
Risso, Alfonso
author2_role author
author
dc.contributor.author.fl_str_mv Ruhoff, Anderson Luis
Castro, Nilza Maria dos Reis
Risso, Alfonso
dc.subject.por.fl_str_mv Resolution
DEM
Grid Size
Wetness index
topic Resolution
DEM
Grid Size
Wetness index
description A variety of landscape properties have been modeled successfully using topographic indices such as topog-raphic wetness index (TWI), defined as ln(a/tanβ), where a is the specific upslope area and β is the surface slope. In this study, 25 m spatial resolution from digital elevation models (DEM) data were used to investi-gate the scale-dependency of TWI values when converting DEMs to 50 and 100 m. To investigate the impact of different spatial resolution, the two lower resolution DEMs were interpolated to the original 25 m grid size. In addition, to compare different flow-direction algorithms, a second objective was to evaluate differences in spatial patterns. Thus the values of TWI were compared in two different ways: 1) distribution functions and their statistics; and 2) cell by cell comparison of DEMs with the same spatial resolution but different flow- directions. As in previous TWI studies, the computed specific upstream is smaller, on average, at higher resolution. TWI variation decreased with increasing grid size. A cell by cell comparison of the TWI values of the 50 and 100 m DEMs showed a low correlation with the TWI based on the 25 m DEM. The results showed significant differences between different flow-diretction algorithms computed for DEMswith 25, 50 and 100 m spatial resolution.
publishDate 2011
dc.date.none.fl_str_mv 2011
2013-05-06T18:45:31Z
2013-05-06T18:45:31Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv RUHOFF, Luis Anderson; CASTRO, Nilza Maria Reis; RUSSO, Alfonso. Numerical modelling of the topographic wetness index: an analysis at different scales. International Journal of Geosciences, v. 2, n. 4, p. 476-483, 2011. Disponível em: <www.scirp.org>. Acesso em: 06 mai. 2013.
http://repositorio.furg.br/handle/1/3370
10.4236/ijg.2011.24050
identifier_str_mv RUHOFF, Luis Anderson; CASTRO, Nilza Maria Reis; RUSSO, Alfonso. Numerical modelling of the topographic wetness index: an analysis at different scales. International Journal of Geosciences, v. 2, n. 4, p. 476-483, 2011. Disponível em: <www.scirp.org>. Acesso em: 06 mai. 2013.
10.4236/ijg.2011.24050
url http://repositorio.furg.br/handle/1/3370
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da FURG (RI FURG)
instname:Universidade Federal do Rio Grande (FURG)
instacron:FURG
instname_str Universidade Federal do Rio Grande (FURG)
instacron_str FURG
institution FURG
reponame_str Repositório Institucional da FURG (RI FURG)
collection Repositório Institucional da FURG (RI FURG)
repository.name.fl_str_mv Repositório Institucional da FURG (RI FURG) - Universidade Federal do Rio Grande (FURG)
repository.mail.fl_str_mv
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