Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques

The research in this paper is concerned with the development of a continuous elevation model in the coastal zones of inland waters. The source data for the creation of numerical terrain models were data acquired by contemporary sensors, such as such as a single-beam echosounder and an unmanned aircr...

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Autores principales:	Jacek Lubczonek, Marta Wlodarczyk-Sielicka, Malgorzata Lacka, Grzegorz Zaniewicz
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	DTM seabed hydrography UAV topobathymetry data reduction Science Q
Acceso en línea:	https://doaj.org/article/6177fdeec67d45818a5a83117d48b14b
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id	oai:doaj.org-article:6177fdeec67d45818a5a83117d48b14b
record_format	dspace
spelling	oai:doaj.org-article:6177fdeec67d45818a5a83117d48b14b2021-11-11T18:56:16ZMethodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques10.3390/rs132144272072-4292https://doaj.org/article/6177fdeec67d45818a5a83117d48b14b2021-11-01T00:00:00Zhttps://www.mdpi.com/2072-4292/13/21/4427https://doaj.org/toc/2072-4292The research in this paper is concerned with the development of a continuous elevation model in the coastal zones of inland waters. The source data for the creation of numerical terrain models were data acquired by contemporary sensors, such as such as a single-beam echosounder and an unmanned aircraft system. Different interpolation methods were tested in the study. A new approach in the research field is an interpolation method based on the processing of datasets with different degrees of spatial data reduction. The authors call it the Spatial Interpolation Method based on Data Reduction (SIMDR). The choice of method is based on quantitative and qualitative analysis, taking into account the type of interpolation and the method of geodata reduction. A proposal for the practical implementation of the method involves script processing, which automates the processes of modeling and error calculation.Jacek LubczonekMarta Wlodarczyk-SielickaMalgorzata LackaGrzegorz ZaniewiczMDPI AGarticleDTMseabedhydrographyUAVtopobathymetrydata reductionScienceQENRemote Sensing, Vol 13, Iss 4427, p 4427 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	DTM seabed hydrography UAV topobathymetry data reduction Science Q
spellingShingle	DTM seabed hydrography UAV topobathymetry data reduction Science Q Jacek Lubczonek Marta Wlodarczyk-Sielicka Malgorzata Lacka Grzegorz Zaniewicz Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques
description	The research in this paper is concerned with the development of a continuous elevation model in the coastal zones of inland waters. The source data for the creation of numerical terrain models were data acquired by contemporary sensors, such as such as a single-beam echosounder and an unmanned aircraft system. Different interpolation methods were tested in the study. A new approach in the research field is an interpolation method based on the processing of datasets with different degrees of spatial data reduction. The authors call it the Spatial Interpolation Method based on Data Reduction (SIMDR). The choice of method is based on quantitative and qualitative analysis, taking into account the type of interpolation and the method of geodata reduction. A proposal for the practical implementation of the method involves script processing, which automates the processes of modeling and error calculation.
format	article
author	Jacek Lubczonek Marta Wlodarczyk-Sielicka Malgorzata Lacka Grzegorz Zaniewicz
author_facet	Jacek Lubczonek Marta Wlodarczyk-Sielicka Malgorzata Lacka Grzegorz Zaniewicz
author_sort	Jacek Lubczonek
title	Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques
title_short	Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques
title_full	Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques
title_fullStr	Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques
title_full_unstemmed	Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques
title_sort	methodology for developing a combined bathymetric and topographic surface model using interpolation and geodata reduction techniques
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/6177fdeec67d45818a5a83117d48b14b
work_keys_str_mv	AT jaceklubczonek methodologyfordevelopingacombinedbathymetricandtopographicsurfacemodelusinginterpolationandgeodatareductiontechniques AT martawlodarczyksielicka methodologyfordevelopingacombinedbathymetricandtopographicsurfacemodelusinginterpolationandgeodatareductiontechniques AT malgorzatalacka methodologyfordevelopingacombinedbathymetricandtopographicsurfacemodelusinginterpolationandgeodatareductiontechniques AT grzegorzzaniewicz methodologyfordevelopingacombinedbathymetricandtopographicsurfacemodelusinginterpolationandgeodatareductiontechniques
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Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction Techniques

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