AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis

The paper presents a sequential use of the AWK and GNU Octave programming languages integrated with Generic Mapping Tools (GMT) for geospatial data analysis. The geographic scope of the research is focused on the Kuril-Kamchatka Trench, north Pacific Ocean. Practical research aim is to analyse and c...

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Main Author: Lemenkova, Polina
Format: Text
Language:unknown
Published: figshare 2019
Subjects:
Online Access:https://dx.doi.org/10.6084/m9.figshare.11374542.v1
https://figshare.com/articles/AWK_and_GNU_Octave_Programming_Languages_Integrated_with_Generic_Mapping_Tools_for_Geomorphological_Analysis/11374542/1
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spelling ftdatacite:10.6084/m9.figshare.11374542.v1 2023-05-15T16:59:25+02:00 AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis Lemenkova, Polina 2019 https://dx.doi.org/10.6084/m9.figshare.11374542.v1 https://figshare.com/articles/AWK_and_GNU_Octave_Programming_Languages_Integrated_with_Generic_Mapping_Tools_for_Geomorphological_Analysis/11374542/1 unknown figshare https://dx.doi.org/10.6084/m9.figshare.11374542 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY Geography Geology FOS Earth and related environmental sciences 80308 Programming Languages FOS Computer and information sciences Text article-journal Journal contribution ScholarlyArticle 2019 ftdatacite https://doi.org/10.6084/m9.figshare.11374542.v1 https://doi.org/10.6084/m9.figshare.11374542 2021-11-05T12:55:41Z The paper presents a sequential use of the AWK and GNU Octave programming languages integrated with Generic Mapping Tools (GMT) for geospatial data analysis. The geographic scope of the research is focused on the Kuril-Kamchatka Trench, north Pacific Ocean. Practical research aim is to analyse and compare bathymetry in the southern and northern part of the trench using digitized cross- section profiles. The initial mapping and geospatial analysis was performed in GMT scripting toolset. The GMT was used for cartographic mapping based on the raster ETOPO1 grid and automatic digitizing of the profiles crossing the trench perpendicularly. Besides visualized map, the processed geodata were received in a numerical form as a complex multi-field table for each segment. These tables were generated by the GMT in its native format and could not be directly processed by the MATLAB/Octave. Therefore, the tables were exported to AWK, a data-driven programming language and a powerful tool for data extraction. The table was then restructured, sorted and reshaped by the AWK script. Because the total amount of profiles overstepped 100 (62 and 52 for the northern and southern trench segments), only selected profiles were visualized. For this purpose, at the next step the modified tables were converted to GNU Octave language for visualizing and plotting selected profiles. Finally, the geomorphology was analysed and two segments compared. The results show that the southern part has deeper bathymetric values, vary in geomorphic structure and has steeper gradient slopes comparing to the north, which is caused by the seismicity, volcanism, geologic and tectonic settings. Three full scripts of GMT, AWK and GNU Octave programming languages are presented for replicability in the Appendix. Text Kamchatka DataCite Metadata Store (German National Library of Science and Technology) Pacific
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Geography
Geology
FOS Earth and related environmental sciences
80308 Programming Languages
FOS Computer and information sciences
spellingShingle Geography
Geology
FOS Earth and related environmental sciences
80308 Programming Languages
FOS Computer and information sciences
Lemenkova, Polina
AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis
topic_facet Geography
Geology
FOS Earth and related environmental sciences
80308 Programming Languages
FOS Computer and information sciences
description The paper presents a sequential use of the AWK and GNU Octave programming languages integrated with Generic Mapping Tools (GMT) for geospatial data analysis. The geographic scope of the research is focused on the Kuril-Kamchatka Trench, north Pacific Ocean. Practical research aim is to analyse and compare bathymetry in the southern and northern part of the trench using digitized cross- section profiles. The initial mapping and geospatial analysis was performed in GMT scripting toolset. The GMT was used for cartographic mapping based on the raster ETOPO1 grid and automatic digitizing of the profiles crossing the trench perpendicularly. Besides visualized map, the processed geodata were received in a numerical form as a complex multi-field table for each segment. These tables were generated by the GMT in its native format and could not be directly processed by the MATLAB/Octave. Therefore, the tables were exported to AWK, a data-driven programming language and a powerful tool for data extraction. The table was then restructured, sorted and reshaped by the AWK script. Because the total amount of profiles overstepped 100 (62 and 52 for the northern and southern trench segments), only selected profiles were visualized. For this purpose, at the next step the modified tables were converted to GNU Octave language for visualizing and plotting selected profiles. Finally, the geomorphology was analysed and two segments compared. The results show that the southern part has deeper bathymetric values, vary in geomorphic structure and has steeper gradient slopes comparing to the north, which is caused by the seismicity, volcanism, geologic and tectonic settings. Three full scripts of GMT, AWK and GNU Octave programming languages are presented for replicability in the Appendix.
format Text
author Lemenkova, Polina
author_facet Lemenkova, Polina
author_sort Lemenkova, Polina
title AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis
title_short AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis
title_full AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis
title_fullStr AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis
title_full_unstemmed AWK and GNU Octave Programming Languages Integrated with Generic Mapping Tools for Geomorphological Analysis
title_sort awk and gnu octave programming languages integrated with generic mapping tools for geomorphological analysis
publisher figshare
publishDate 2019
url https://dx.doi.org/10.6084/m9.figshare.11374542.v1
https://figshare.com/articles/AWK_and_GNU_Octave_Programming_Languages_Integrated_with_Generic_Mapping_Tools_for_Geomorphological_Analysis/11374542/1
geographic Pacific
geographic_facet Pacific
genre Kamchatka
genre_facet Kamchatka
op_relation https://dx.doi.org/10.6084/m9.figshare.11374542
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.11374542.v1
https://doi.org/10.6084/m9.figshare.11374542
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