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Water Mass and Indirect Estimation of Turbulent Mixing Based on Observational CTD Yoyo Data in Flores Sea Waters, Indonesia

Jurnal Ilmiah Perikanan dan Kelautan · Vol. 17 No. 2 (2025) · hlm. 358–373

DOI
10.20473/jipk.v17i2.70809
ISSN
2528-0759, 2085-5842
Terbit
2025-05-08
Penerbit
Faculty of Fisheries and Marine Universitas Airlangga
Bahasa
eng
Lisensi
creativecommons.org/licenses/by-nc-sa/4.0

Abstrak

Graphical Abstract Highlight Research Three distinct water layers were identified: surface (0-50 m), thermocline (50-180 m), and deep (gt;180 m). The thermocline layer is the most stable, with high Brunt-Väisälä frequency and low Thorpe displacement values. The highest energy dissipation rates were observed in the thermocline layer. Vertical diffusivity values were highest in the thermocline layer and decreased with depth. Abstract The Flores Sea is on the western ITF trajectory connecting the Pacific and Indian oceans. Identification and quantification of turbulent mixing of water masses in the Flores Sea are essential for analyzing large-scale ocean circulation processes, including the circulation of the Indonesian ocean interior. However, direct estimations of turbulent mixing in the Flores Sea as a part of the ITF are underestimated. This research aims to determine water conditions, stratification, and water mass structures. This research used data obtained from the CTD instrument applying a Yoyo casting method deployed in March − April 2023. On the other hand, the Thorpe method was used to estimate turbulent vertical mixing based on the values ​​of energy dissipation and vertical diffusivity. The waters are stratified into three layers, mixed layer (1−50 m), thermocline layer (50−180 m), and deep layer (180−500 m). The CTD data showed the presence of a stable thermocline layer dominated by ITF water masses carrying water masses from the Pacific Ocean (North Pacific Intermediate Water (NPIW) and North Pacific Subtropical Water (NPSW)) from the western ITF path. The energy dissipation value obtained at the study site was about 3.36E-07 W Kg-1 and the vertical diffusivity value was approximately 5.25E-05 m2s-1. The thermocline layer showed a large energy dissipation value which was strongly associated with the friction of the ITF, suggesting that turbulent mixing in this region is primarily driven by the interaction of ITF water masses with the surrounding environment.

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  • Diponegoro University
  • IPB University
  • Universitas Gadjah Mada
  • Cenderawasih University
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Rekan penulisOrganisasiArtikel bersama
Kentaro AndoAfiliasi tidak diketahui4
Lilik MaslukahAfiliasi tidak diketahui3
Parichat WetchayontAfiliasi tidak diketahui3
Kunarso KunarsoAfiliasi tidak diketahui3
Dina Puji WahyuniAfiliasi tidak diketahui2
Ahmad Rafiq JatihusudoAfiliasi tidak diketahui2
Sugeng WidadaAfiliasi tidak diketahui2
Elis IndrayantiAfiliasi tidak diketahui2
Muhammad ZainuriDiponegoro University2
Denny Nugroho SugiantoAfiliasi tidak diketahui2
Baskoro RochaddiAfiliasi tidak diketahui2
Aris IsmantoAfiliasi tidak diketahui2
Agus Saleh AtmadipoeraIPB University2
Adi PurwandanaAfiliasi tidak diketahui2
Henry Munandar ManikAfiliasi tidak diketahui2
I Wayan Sumardana Eka PutraAfiliasi tidak diketahui2
Riza Yuliratno SetiawanUniversitas Gadjah Mada2
Muhammad HelmiDiponegoro University2
Prima RespatiAfiliasi tidak diketahui1
Nanda Karunia AmanahAfiliasi tidak diketahui1
Anis Yasmin SabilaAfiliasi tidak diketahui1
Indra Budi PrasetyawanAfiliasi tidak diketahui1
Purwanto PurwantoCenderawasih University1
Galuh PermatasariAfiliasi tidak diketahui1
Warsito AtmodjoAfiliasi tidak diketahui1
Dwi Haryo IsmunartiAfiliasi tidak diketahui1
Azis RifaiAfiliasi tidak diketahui1
Bayu MunandarAfiliasi tidak diketahui1
Raden Dwi SusantoAfiliasi tidak diketahui1
Muhammad Zainuddin LubisAfiliasi tidak diketahui1
Rizqi Rizaldi HidayatAfiliasi tidak diketahui1
Isnaini PrihatiningsihAfiliasi tidak diketahui1
Sentana Wahyu SaputraAfiliasi tidak diketahui1
Ferdy Gustian UtamaAfiliasi tidak diketahui1
Jusup SuprijantoDiponegoro University1

Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.

Sumber metadata: OAI-PMH (metadata jurnal) https://e-journal.unair.ac.id/index.php/JIPK/oai, pertama di-harvest 9 Nov 2026, terakhir terlihat 9 Nov 2026.
Metadata asli (oai_dc)
<oai_dc:dc xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/  http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
	<dc:title xml:lang="en-US">Water Mass and Indirect Estimation of Turbulent Mixing Based on Observational CTD Yoyo Data in Flores Sea Waters, Indonesia</dc:title>
	<dc:creator>Harsono, Gentio </dc:creator>
	<dc:creator>Yuliardi, Amir Yarkhasy </dc:creator>
	<dc:creator>Wirasatriya , Anindya </dc:creator>
	<dc:creator>Purwanto, Budi </dc:creator>
	<dc:creator>Cabral, Mario </dc:creator>
	<dc:subject xml:lang="en-US">Water Mass</dc:subject>
	<dc:subject xml:lang="en-US">Turbulent</dc:subject>
	<dc:subject xml:lang="en-US">Mixing</dc:subject>
	<dc:subject xml:lang="en-US">CTD Yo Yo</dc:subject>
	<dc:description xml:lang="en-US">Graphical Abstract

 
Highlight Research

Three distinct water layers were identified: surface (0-50 m), thermocline (50-180 m), and deep (gt;180 m).
The thermocline layer is the most stable, with high Brunt-Väisälä frequency and low Thorpe displacement values.
The highest energy dissipation rates were observed in the thermocline layer.
Vertical diffusivity values were highest in the thermocline layer and decreased with depth.

 
 
Abstract
The Flores Sea is on the western ITF trajectory connecting the Pacific and Indian oceans. Identification and quantification of turbulent mixing of water masses in the Flores Sea are essential for analyzing large-scale ocean circulation processes, including the circulation of the Indonesian ocean interior. However, direct estimations of turbulent mixing in the Flores Sea as a part of the ITF are underestimated. This research aims to determine water conditions, stratification, and water mass structures. This research used data obtained from the CTD instrument applying a Yoyo casting method deployed in March − April 2023. On the other hand, the Thorpe method was used to estimate turbulent vertical mixing based on the values ​​of energy dissipation and vertical diffusivity. The waters are stratified into three layers, mixed layer (1−50 m), thermocline layer (50−180 m), and deep layer (180−500 m). The CTD data showed the presence of a stable thermocline layer dominated by ITF water masses carrying water masses from the Pacific Ocean (North Pacific Intermediate Water (NPIW) and North Pacific Subtropical Water (NPSW)) from the western ITF path. The energy dissipation value obtained at the study site was about 3.36E-07 W Kg-1 and the vertical diffusivity value was approximately 5.25E-05 m2s-1. The thermocline layer showed a large energy dissipation value which was strongly associated with the friction of the ITF, suggesting that turbulent mixing in this region is primarily driven by the interaction of ITF water masses with the surrounding environment.</dc:description>
	<dc:publisher xml:lang="en-US">Faculty of Fisheries and Marine Universitas Airlangga</dc:publisher>
	<dc:date>2025-05-08</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>text/xml</dc:format>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://e-journal.unair.ac.id/JIPK/article/view/70809</dc:identifier>
	<dc:identifier>10.20473/jipk.v17i2.70809</dc:identifier>
	<dc:source xml:lang="en-US">Jurnal Ilmiah Perikanan dan Kelautan; Vol. 17 No. 2 (2025): JURNAL ILMIAH PERIKANAN DAN KELAUTAN; 358-373</dc:source>
	<dc:source>2528-0759</dc:source>
	<dc:source>2085-5842</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://e-journal.unair.ac.id/JIPK/article/view/70809/40631</dc:relation>
	<dc:relation>https://e-journal.unair.ac.id/JIPK/article/view/70809/32761</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2025 Jurnal Ilmiah Perikanan dan Kelautan</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-nc-sa/4.0</dc:rights>
</oai_dc:dc>