Melola Discovery

← Melola Discovery

Akses terbuka Jurnal SINTA 1

Smart Automation of Salinity and Turbidity for Sustainable Aquaculture of Harpodon nehereus

Jurnal Ilmiah Perikanan dan Kelautan · Vol. 18 No. 1 (2025) · hlm. 80–105

DOI
10.20473/jipk.v18i1.78793
ISSN
2528-0759, 2085-5842
Terbit
2025-11-27
Penerbit
Faculty of Fisheries and Marine Universitas Airlangga
Bahasa
eng
Lisensi
creativecommons.org/licenses/by-nc-sa/4.0

Abstrak

Graphical Abstract Highlight Research 1. Model of growth and mortality of otek fish (Netuma thalassina (Rüppell, 1837)) in Tarakan waters, North Kalimantan. 2. Growth, mortality, and reproductive model of Bombay duck (Harpodon nehereus, Hamilton 1822) in Juata Laut waters, North Kalimantan. 3. Growth pattern and the condition index of nomei fish Harpodon nehereus captured with mini trawl in Tarakan Waters. 4. Characteristics of Model Growth and Mortality of White Shrimp (Penaeus merguiensis de Man 1888) in The Estuaria of Bengara, Regency Bulungan. 5. Preliminary study on the domestication of giant freshwater prawn, Macrobrachium rosenbergii (De Man, 1879) from North Kalimantan, Indonesia. Abstract Automated water quality monitoring systems are urgently needed to ensure fish health and maintain aquaculture product quality. This study develops an adaptive microcontroller-based control system that automatically regulates salinity and turbidity to support the sustainable aquaculture of Harpodon nehereus. This study developed and evaluated a microcontroller-based system for automated regulation of salinity and turbidity in H. nehereus aquaculture ponds. Methods involved environmental observation, sensor calibration, system design, and field validation of a digital sensor-based water quality controller, tested in a pilot estuarine pond to keep salinity (~17‰) and turbidity (20-30 NTU) within optimal ranges. Calibration results obtained through linear regression analysis showed strong correlation with standard instruments (R² = 0.94 for salinity and R² = 0.93 for turbidity). Field trials demonstrated effective maintenance of turbidity within 22-27 NTU for 24 hours, and stepwise tests confirmed the system’s ability to track real-time salinity shifts. These results indicate that the microcontroller-based system effectively stabilises key water parameters for H. nehereus aquaculture and performs more efficiently than open systems. As one of the first integrated systems designed for automated salinity and turbidity regulation in estuarine aquaculture, it offers a practical and scalable approach to improve sustainability and ensure the food security of coastal fisheries. Future work should extend control to pH, DO, and temperature, refine calibration with predictive algorithms and wireless connectivity so that it can be used more widely in precision aquaculture with fish stocks.

Kata kunci

Jaringan kolaborasi para penulis

40 penulis · 176 tautan kepenulisan bersama · 105 lintas organisasi · menampilkan 40 yang paling banyak terhubung

Arahkan kursor atau ketuk sebuah nama untuk menyorot rekan penulisnya. Klik dua kali untuk membuka halaman penulis.

  • Diponegoro University
  • Universitas Airlangga
  • Universitas Borneo Tarakan
  • National Research and Innovation Agency
  • Indonesia Defense University
  • Institut Marin Borneo
  • Southern Philippines Agri-Business and Marine and Aquatic School of Technology
  • Organisasi lain
  • Afiliasi tidak diketahui
  • Organisasi berbeda
  • Organisasi sama
  • Afiliasi tidak diketahui
  • Garis lebih tebal = lebih banyak artikel bersama · lingkaran lebih besar = lebih banyak artikel
Tampilkan sebagai tabel
Rekan penulisOrganisasiArtikel bersama
Widianingsih WidianingsihDiponegoro University12
Agus IndarjoDiponegoro University10
Lukman Yudho PrakosoIndonesia Defense University7
Yayuk SugiantiNational Research and Innovation Agency6
Muhammad FirdausIPB University6
Zahidah ZahidahAfiliasi tidak diketahui6
Mochamad Candra Wirawan AriefPadjadjaran University6
Ambariyanto AmbariyantoDiponegoro University5
Hadi EndrawatiDiponegoro University4
Rudhi PribadiDiponegoro University4
Permana Ari SoejarwoMinistry of Marine Affairs and Fisheries4
Christine Dyta NugraeniUniversitas Borneo Tarakan4
Yen Thi Hong PhamNational Kaohsiung University of Science and Technology4
Thonas Indra MaryantoBandung Institute of Technology4
Muhammad ZainuriDiponegoro University3
Putri Desi Wulan SariUniversitas Airlangga3
Jola RahmahaniUniversitas Airlangga3
Annas SallehUniversiti Putra Malaysia3
Wiwiek TyasningsihUniversitas Airlangga3
Eduardus Bimo AksonoUniversitas Airlangga3
Muchammad YunusUniversitas Airlangga3
Ervia YudiatiDiponegoro University2
Widianingsih WidianingsihAfiliasi tidak diketahui2
Valentina R. IrianiDiponegoro University2
Ita WidowatiDiponegoro University2
Sri RedjekiDiponegoro University2
MeiryaniBinus University2
Budi PramonoIndonesia Defense University2
Saras SharmaAfiliasi tidak diketahui1
Amran Ronny SyamNational Research and Innovation Agency1
Sasanti Retno SuhartiIndonesian Institute of Sciences1

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">Smart Automation of Salinity and Turbidity for Sustainable Aquaculture of Harpodon nehereus</dc:title>
	<dc:creator>Prasetia, Abdul Muis </dc:creator>
	<dc:creator>Gazali Salim</dc:creator>
	<dc:creator>Linda Sartika</dc:creator>
	<dc:creator>Mujiyanto Mujiyanto</dc:creator>
	<dc:creator>Julian Ransangan</dc:creator>
	<dc:creator>Ariel E San Jose</dc:creator>
	<dc:creator>Sitti Hartinah</dc:creator>
	<dc:creator>Retno Hartati</dc:creator>
	<dc:creator>Rozi</dc:creator>
	<dc:subject xml:lang="en-US">automated control</dc:subject>
	<dc:subject xml:lang="en-US">domestication</dc:subject>
	<dc:subject xml:lang="en-US">microcontroller-based system</dc:subject>
	<dc:subject xml:lang="en-US">turbidity</dc:subject>
	<dc:subject xml:lang="en-US">salinity</dc:subject>
	<dc:description xml:lang="en-US">Graphical Abstract

 
Highlight Research 
1. Model of growth and mortality of otek fish (Netuma thalassina (Rüppell, 1837)) in Tarakan waters, North Kalimantan.
2. Growth, mortality, and reproductive model of Bombay duck (Harpodon nehereus, Hamilton 1822) in Juata Laut waters, North Kalimantan.
3. Growth pattern and the condition index of nomei fish Harpodon nehereus captured with mini trawl in Tarakan Waters.
4. Characteristics of Model Growth and Mortality of White Shrimp (Penaeus merguiensis de Man 1888) in The Estuaria of Bengara, Regency Bulungan.
5. Preliminary study on the domestication of giant freshwater prawn, Macrobrachium rosenbergii (De Man, 1879) from North Kalimantan, Indonesia.
 
Abstract
Automated water quality monitoring systems are urgently needed to ensure fish health and maintain aquaculture product quality. This study develops an adaptive microcontroller-based control system that automatically regulates salinity and turbidity to support the sustainable aquaculture of Harpodon nehereus. This study developed and evaluated a microcontroller-based system for automated regulation of salinity and turbidity in H. nehereus aquaculture ponds. Methods involved environmental observation, sensor calibration, system design, and field validation of a digital sensor-based water quality controller, tested in a pilot estuarine pond to keep salinity (~17‰) and turbidity (20-30 NTU) within optimal ranges. Calibration results obtained through linear regression analysis showed strong correlation with standard instruments (R² = 0.94 for salinity and R² = 0.93 for turbidity). Field trials demonstrated effective maintenance of turbidity within 22-27 NTU for 24 hours, and stepwise tests confirmed the system’s ability to track real-time salinity shifts. These results indicate that the microcontroller-based system effectively stabilises key water parameters for H. nehereus aquaculture and performs more efficiently than open systems. As one of the first integrated systems designed for automated salinity and turbidity regulation in estuarine aquaculture, it offers a practical and scalable approach to improve sustainability and ensure the food security of coastal fisheries. Future work should extend control to pH, DO, and temperature, refine calibration with predictive algorithms and wireless connectivity so that it can be used more widely in precision aquaculture with fish stocks.
 
 
 </dc:description>
	<dc:publisher xml:lang="en-US">Faculty of Fisheries and Marine Universitas Airlangga</dc:publisher>
	<dc:date>2025-11-27</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/78793</dc:identifier>
	<dc:identifier>10.20473/jipk.v18i1.78793</dc:identifier>
	<dc:source xml:lang="en-US">Jurnal Ilmiah Perikanan dan Kelautan; Vol. 18 No. 1 (2026): JURNAL ILMIAH PERIKANAN DAN KELAUTAN; 80-105</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/78793/40598</dc:relation>
	<dc:relation>https://e-journal.unair.ac.id/JIPK/article/view/78793/35530</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>