A Novel Marine Seismic Streamer Positioning Data Quality Control Method Based on Morphological Constraints
High-precision hydrophone positioning is crucial for ensuring the quality and reliability of marine seismic exploration imaging. However, existing data quality control methods for hydrophone positioning often neglect the streamer's geometry and morphology, which hampers effective outlier detect...
Gespeichert in:
Veröffentlicht in: | IEEE sensors journal 2024-12, p.1-1 |
---|---|
Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1 |
---|---|
container_issue | |
container_start_page | 1 |
container_title | IEEE sensors journal |
container_volume | |
creator | Sang, Kaiwei Kuang, Cuilin Duan, Chufeng Liu, Heng Zhang, Haonan Yang, Yijun Lv, Lingsheng |
description | High-precision hydrophone positioning is crucial for ensuring the quality and reliability of marine seismic exploration imaging. However, existing data quality control methods for hydrophone positioning often neglect the streamer's geometry and morphology, which hampers effective outlier detection in complex scenarios and reduces the accuracy and stability of hydrophone positioning. To address this issue, this paper proposes a novel quality control method that integrates the structural morphology of multiple towed streamers. First, the method incorporates prior information about compass bearings, acoustic distance structures, and geometric conditions. It then introduces a robust surface fitting method and a stochastic model refinement based on rate-of-change. The algorithms' detailed workflow is presented. Finally, the method's performance is evaluated through simulations and field experiments. Simulation results demonstrate that, compared to the traditional single-streamer threshold method relying solely on mathematical statistics, the new approach effectively addresses cases with consecutive outliers, improving hydrophone positioning accuracy by approximately 43.7%. Field experiments show an accuracy improvement of 38.7%. Overall, the method significantly enhances the stability of hydrophone positioning, ensuring higher-quality seismic exploration operations. |
doi_str_mv | 10.1109/JSEN.2024.3510947 |
format | Article |
fullrecord | <record><control><sourceid>ieee_RIE</sourceid><recordid>TN_cdi_ieee_primary_10791419</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10791419</ieee_id><sourcerecordid>10791419</sourcerecordid><originalsourceid>FETCH-ieee_primary_107914193</originalsourceid><addsrcrecordid>eNqFi8FqAjEURbNooVr9gEIX7wccE2eGMMvWWkRQWsaFu-ExvuqTTJ4kseDfq-De1eVwzlXqzejMGF2NF_VslU30pMjy8sqFfVI9U-Z6VOR286L6MR60NpUtbU8dPmAl_-RgiYE9QU0cO26hToGwowA_EjmxePY7-MKE8HtCx-kMU_EpyPVIaS9b-MRIWxAPSwnHvTjZcYvuVsUUkH2KA_X8hy7S8L6v6v17tp7OR0xEzTFwh-HcGG0rU5gqf6AvDClH2w</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>A Novel Marine Seismic Streamer Positioning Data Quality Control Method Based on Morphological Constraints</title><source>IEEE Electronic Library (IEL)</source><creator>Sang, Kaiwei ; Kuang, Cuilin ; Duan, Chufeng ; Liu, Heng ; Zhang, Haonan ; Yang, Yijun ; Lv, Lingsheng</creator><creatorcontrib>Sang, Kaiwei ; Kuang, Cuilin ; Duan, Chufeng ; Liu, Heng ; Zhang, Haonan ; Yang, Yijun ; Lv, Lingsheng</creatorcontrib><description>High-precision hydrophone positioning is crucial for ensuring the quality and reliability of marine seismic exploration imaging. However, existing data quality control methods for hydrophone positioning often neglect the streamer's geometry and morphology, which hampers effective outlier detection in complex scenarios and reduces the accuracy and stability of hydrophone positioning. To address this issue, this paper proposes a novel quality control method that integrates the structural morphology of multiple towed streamers. First, the method incorporates prior information about compass bearings, acoustic distance structures, and geometric conditions. It then introduces a robust surface fitting method and a stochastic model refinement based on rate-of-change. The algorithms' detailed workflow is presented. Finally, the method's performance is evaluated through simulations and field experiments. Simulation results demonstrate that, compared to the traditional single-streamer threshold method relying solely on mathematical statistics, the new approach effectively addresses cases with consecutive outliers, improving hydrophone positioning accuracy by approximately 43.7%. Field experiments show an accuracy improvement of 38.7%. Overall, the method significantly enhances the stability of hydrophone positioning, ensuring higher-quality seismic exploration operations.</description><identifier>ISSN: 1530-437X</identifier><identifier>DOI: 10.1109/JSEN.2024.3510947</identifier><identifier>CODEN: ISJEAZ</identifier><language>eng</language><publisher>IEEE</publisher><subject>Accuracy ; Acoustics ; Compass ; Data integrity ; Filtering ; Fitting ; Morphological constraint ; robust surface fitting ; Sensor phenomena and characterization ; Sensors ; stochastic model ; Surface fitting ; Surface morphology ; towed-streamer seismic exploration</subject><ispartof>IEEE sensors journal, 2024-12, p.1-1</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0009-0009-8142-852X ; 0009-0002-2891-8828 ; 0000-0002-8599-706X ; 0009-0009-7747-0178</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10791419$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10791419$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Sang, Kaiwei</creatorcontrib><creatorcontrib>Kuang, Cuilin</creatorcontrib><creatorcontrib>Duan, Chufeng</creatorcontrib><creatorcontrib>Liu, Heng</creatorcontrib><creatorcontrib>Zhang, Haonan</creatorcontrib><creatorcontrib>Yang, Yijun</creatorcontrib><creatorcontrib>Lv, Lingsheng</creatorcontrib><title>A Novel Marine Seismic Streamer Positioning Data Quality Control Method Based on Morphological Constraints</title><title>IEEE sensors journal</title><addtitle>JSEN</addtitle><description>High-precision hydrophone positioning is crucial for ensuring the quality and reliability of marine seismic exploration imaging. However, existing data quality control methods for hydrophone positioning often neglect the streamer's geometry and morphology, which hampers effective outlier detection in complex scenarios and reduces the accuracy and stability of hydrophone positioning. To address this issue, this paper proposes a novel quality control method that integrates the structural morphology of multiple towed streamers. First, the method incorporates prior information about compass bearings, acoustic distance structures, and geometric conditions. It then introduces a robust surface fitting method and a stochastic model refinement based on rate-of-change. The algorithms' detailed workflow is presented. Finally, the method's performance is evaluated through simulations and field experiments. Simulation results demonstrate that, compared to the traditional single-streamer threshold method relying solely on mathematical statistics, the new approach effectively addresses cases with consecutive outliers, improving hydrophone positioning accuracy by approximately 43.7%. Field experiments show an accuracy improvement of 38.7%. Overall, the method significantly enhances the stability of hydrophone positioning, ensuring higher-quality seismic exploration operations.</description><subject>Accuracy</subject><subject>Acoustics</subject><subject>Compass</subject><subject>Data integrity</subject><subject>Filtering</subject><subject>Fitting</subject><subject>Morphological constraint</subject><subject>robust surface fitting</subject><subject>Sensor phenomena and characterization</subject><subject>Sensors</subject><subject>stochastic model</subject><subject>Surface fitting</subject><subject>Surface morphology</subject><subject>towed-streamer seismic exploration</subject><issn>1530-437X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNqFi8FqAjEURbNooVr9gEIX7wccE2eGMMvWWkRQWsaFu-ExvuqTTJ4kseDfq-De1eVwzlXqzejMGF2NF_VslU30pMjy8sqFfVI9U-Z6VOR286L6MR60NpUtbU8dPmAl_-RgiYE9QU0cO26hToGwowA_EjmxePY7-MKE8HtCx-kMU_EpyPVIaS9b-MRIWxAPSwnHvTjZcYvuVsUUkH2KA_X8hy7S8L6v6v17tp7OR0xEzTFwh-HcGG0rU5gqf6AvDClH2w</recordid><startdate>20241210</startdate><enddate>20241210</enddate><creator>Sang, Kaiwei</creator><creator>Kuang, Cuilin</creator><creator>Duan, Chufeng</creator><creator>Liu, Heng</creator><creator>Zhang, Haonan</creator><creator>Yang, Yijun</creator><creator>Lv, Lingsheng</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><orcidid>https://orcid.org/0009-0009-8142-852X</orcidid><orcidid>https://orcid.org/0009-0002-2891-8828</orcidid><orcidid>https://orcid.org/0000-0002-8599-706X</orcidid><orcidid>https://orcid.org/0009-0009-7747-0178</orcidid></search><sort><creationdate>20241210</creationdate><title>A Novel Marine Seismic Streamer Positioning Data Quality Control Method Based on Morphological Constraints</title><author>Sang, Kaiwei ; Kuang, Cuilin ; Duan, Chufeng ; Liu, Heng ; Zhang, Haonan ; Yang, Yijun ; Lv, Lingsheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-ieee_primary_107914193</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Accuracy</topic><topic>Acoustics</topic><topic>Compass</topic><topic>Data integrity</topic><topic>Filtering</topic><topic>Fitting</topic><topic>Morphological constraint</topic><topic>robust surface fitting</topic><topic>Sensor phenomena and characterization</topic><topic>Sensors</topic><topic>stochastic model</topic><topic>Surface fitting</topic><topic>Surface morphology</topic><topic>towed-streamer seismic exploration</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sang, Kaiwei</creatorcontrib><creatorcontrib>Kuang, Cuilin</creatorcontrib><creatorcontrib>Duan, Chufeng</creatorcontrib><creatorcontrib>Liu, Heng</creatorcontrib><creatorcontrib>Zhang, Haonan</creatorcontrib><creatorcontrib>Yang, Yijun</creatorcontrib><creatorcontrib>Lv, Lingsheng</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><jtitle>IEEE sensors journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Sang, Kaiwei</au><au>Kuang, Cuilin</au><au>Duan, Chufeng</au><au>Liu, Heng</au><au>Zhang, Haonan</au><au>Yang, Yijun</au><au>Lv, Lingsheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Novel Marine Seismic Streamer Positioning Data Quality Control Method Based on Morphological Constraints</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2024-12-10</date><risdate>2024</risdate><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>1530-437X</issn><coden>ISJEAZ</coden><abstract>High-precision hydrophone positioning is crucial for ensuring the quality and reliability of marine seismic exploration imaging. However, existing data quality control methods for hydrophone positioning often neglect the streamer's geometry and morphology, which hampers effective outlier detection in complex scenarios and reduces the accuracy and stability of hydrophone positioning. To address this issue, this paper proposes a novel quality control method that integrates the structural morphology of multiple towed streamers. First, the method incorporates prior information about compass bearings, acoustic distance structures, and geometric conditions. It then introduces a robust surface fitting method and a stochastic model refinement based on rate-of-change. The algorithms' detailed workflow is presented. Finally, the method's performance is evaluated through simulations and field experiments. Simulation results demonstrate that, compared to the traditional single-streamer threshold method relying solely on mathematical statistics, the new approach effectively addresses cases with consecutive outliers, improving hydrophone positioning accuracy by approximately 43.7%. Field experiments show an accuracy improvement of 38.7%. Overall, the method significantly enhances the stability of hydrophone positioning, ensuring higher-quality seismic exploration operations.</abstract><pub>IEEE</pub><doi>10.1109/JSEN.2024.3510947</doi><orcidid>https://orcid.org/0009-0009-8142-852X</orcidid><orcidid>https://orcid.org/0009-0002-2891-8828</orcidid><orcidid>https://orcid.org/0000-0002-8599-706X</orcidid><orcidid>https://orcid.org/0009-0009-7747-0178</orcidid></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 1530-437X |
ispartof | IEEE sensors journal, 2024-12, p.1-1 |
issn | 1530-437X |
language | eng |
recordid | cdi_ieee_primary_10791419 |
source | IEEE Electronic Library (IEL) |
subjects | Accuracy Acoustics Compass Data integrity Filtering Fitting Morphological constraint robust surface fitting Sensor phenomena and characterization Sensors stochastic model Surface fitting Surface morphology towed-streamer seismic exploration |
title | A Novel Marine Seismic Streamer Positioning Data Quality Control Method Based on Morphological Constraints |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T01%3A40%3A19IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Novel%20Marine%20Seismic%20Streamer%20Positioning%20Data%20Quality%20Control%20Method%20Based%20on%20Morphological%20Constraints&rft.jtitle=IEEE%20sensors%20journal&rft.au=Sang,%20Kaiwei&rft.date=2024-12-10&rft.spage=1&rft.epage=1&rft.pages=1-1&rft.issn=1530-437X&rft.coden=ISJEAZ&rft_id=info:doi/10.1109/JSEN.2024.3510947&rft_dat=%3Cieee_RIE%3E10791419%3C/ieee_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=10791419&rfr_iscdi=true |