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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| Format: | Article |
| Language: | English |
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MDPI AG
2021-11-01
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| Series: | Remote Sensing |
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| Online Access: | https://www.mdpi.com/2072-4292/13/21/4427 |
| _version_ | 1827677877918760960 |
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| 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 |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-10T05:53:51Z |
| format | Article |
| id | doaj.art-6177fdeec67d45818a5a83117d48b14b |
| institution | Directory Open Access Journal |
| issn | 2072-4292 |
| language | English |
| last_indexed | 2024-03-10T05:53:51Z |
| publishDate | 2021-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Remote Sensing |
| spelling | doaj.art-6177fdeec67d45818a5a83117d48b14b2023-11-22T21:33:16ZengMDPI AGRemote Sensing2072-42922021-11-011321442710.3390/rs13214427Methodology for Developing a Combined Bathymetric and Topographic Surface Model Using Interpolation and Geodata Reduction TechniquesJacek Lubczonek0Marta Wlodarczyk-Sielicka1Malgorzata Lacka2Grzegorz Zaniewicz3Faculty of Navigation, Maritime University of Szczecin, ul. Waly Chrobrego 1, 70-500 Szczecin, PolandFaculty of Navigation, Maritime University of Szczecin, ul. Waly Chrobrego 1, 70-500 Szczecin, PolandFaculty of Navigation, Maritime University of Szczecin, ul. Waly Chrobrego 1, 70-500 Szczecin, PolandFaculty of Navigation, Maritime University of Szczecin, ul. Waly Chrobrego 1, 70-500 Szczecin, PolandThe 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.https://www.mdpi.com/2072-4292/13/21/4427DTMseabedhydrographyUAVtopobathymetrydata reduction |
| spellingShingle | 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 Remote Sensing DTM seabed hydrography UAV topobathymetry data reduction |
| title | 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_short | 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 |
| topic | DTM seabed hydrography UAV topobathymetry data reduction |
| url | https://www.mdpi.com/2072-4292/13/21/4427 |
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