Selective of IoT Applications for Water Quality Monitoring in Malaysia

Authors

  • Ahmad Anwar Zainuddin Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Amir Aatieff Amir Hussin Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Ammar Haziq Annas Annas Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Mohamad Syafiq Bharudin Bharudin Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Alin Farhain Abdul Rajat @ Abdul Razak Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Muhammad Nur Badri Mahazir Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Asmarani Ahmad Puzi Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Dini Handayan Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
  • Abdul Rafiez Abdul Raziff Kulliyyah of Information & Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia

DOI:

https://doi.org/10.31436/ijpcc.v10i2.479

Keywords:

Aquaculture, RAS, practices.

Abstract

— The aquaculture industry in Malaysia relies predominantly on Recirculating Aquaculture Systems (RAS), which are susceptible to infections, leading to disease outbreaks and significant economic repercussions. The frequent need for manual interventions makes RAS labor-intensive and inefficient. To address these challenges, this study advocates a shift towards disease prevention and proactive water quality management. The proactive approach entails modern water treatment methods, stringent biosecurity measures, and the integration of IoT (Internet of Things) technology to anticipate and prevent disease outbreaks. Our disease detection system utilizes real-time sensors, machine learning algorithms, and IoT technology to swiftly identify pathogen indicators. Simultaneously, the IoT-enabled water quality monitoring system consistently delivers crucial data, eliminating the need for on-site monitoring. The adoption of disease prevention and control strategies, including probiotics, vaccinations, and biosecurity measures, plays a pivotal role in fostering sustainable advancements within the aquaculture sector. By incorporating effective water quality management, optimizing fish stocking density, ensuring proper nutrition, adhering to hygienic practices, and deploying fish vaccines, with the aim to mitigate the occurrence of fish diseases, ultimately bolstering the resilience and sustainability of Malaysia's aquaculture industry. Overall, this paper proposes a comprehensive overview of IoT-based applications for water quality monitoring in Malaysia’s aquaculture with the advancements in IoT technology and its potential impact on improving water quality management practices.

References

] “FAO Fisheries & Aquaculture - National Aquaculture Sector Overview - Malaysia.” Accessed: Oct. 02, 2023. [Online]. Available: https://firms.fao.org/fi/website/FIRetrieveAction.do?dom=countrysector&lang=en&xml=naso_malaysia.xml#tcN90188

A. Chong, “Malaysia’s Aquaculture Industry 5 Challenges,” Maritime Fairtrade. Accessed: Oct. 02, 2023. [Online]. Available: https://maritimefairtrade.org/aquaculture-industry-malaysia-5-challenges-issues/

S. Fathi, A. N. Harun, S. Rambat, and N. A. Tukiran, “Current Issues in Aquaculture: Lessons from Malaysia,” Adv. Sci. Lett., vol. 24, no. 1, pp. 503–505, Jan. 2018, doi: 10.1166/asl.2018.12051.

S. B. Kurniawan et al., “Aquaculture in Malaysia: Water-related environmental challenges and opportunities for cleaner production,” Environ. Technol. Innov., vol. 24, p. 101913, Nov. 2021, doi: 10.1016/j.eti.2021.101913.

S.-Y. Tan, S. Sethupathi, K.-H. Leong, and T. Ahmad, “Challenges and opportunities in sustaining aquaculture industry in Malaysia,” Aquac. Int., Jun. 2023, doi: 10.1007/s10499-023-01173-w.

N. Hishamunda, N. Ridler, and E. Martone, Policy and governance in aquaculture: lessons learned and way forward: Lessons learned and way forward. Rome, Italy: FAO, 2014. Accessed: Oct. 05, 2023. [Online]. Available: https://www.fao.org/documents/card/fr/c/a6c20b4f-7b92-5da6-b5f8-83bbde723eb6/

M. Badiola, D. Mendiola, and J. Bostock, “Recirculating Aquaculture Systems (RAS) analysis: Main issues on management and future challenges,” Aquac. Eng., vol. 51, pp. 26–35, Nov. 2012, doi: 10.1016/j.aquaeng.2012.07.004.

“8. What are the advantages and key challenges of Recirculating Aquaculture Systems (RAS)? | EU Aquaculture Assistance Mechanism.” Accessed: Oct. 02, 2023. [Online]. Available: https://aquaculture.ec.europa.eu/faq/8-what-are-advantages-and-key-challenges-recirculating-aquaculture-systems-ras

“Infectious Diseases in Aquaculture - Exotic and Laboratory Animals,” Merck Veterinary Manual. Accessed: Oct. 02, 2023. [Online]. Available: https://www.merckvetmanual.com/exotic-and-laboratory-animals/aquaculture/infectious-diseases-in-aquaculture

“Internet of things,” Wikipedia. Oct. 01, 2023. Accessed: Oct. 02, 2023. [Online]. Available: https://en.wikipedia.org/w/index.php?title=Internet_of_things&oldid=1178081162

C. Pham, T. Le, Y. Lim, and Y. Tan, “An architecture for supporting RAS on Linux-based IoT gateways,” in 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE), Nagoya: IEEE, Oct. 2017, pp. 1–5. doi: 10.1109/GCCE.2017.8229234.

A. Yusoff, “Status of resource management and aquaculture in Malaysia,” 2014.

J. Bregnballe, A guide to recirculation aquaculture: an introduction to the new environmentally friendly and highly productive closed fish farming systems. Copenhagen: Food and Agriculture Organization of the United Nations?: Eurofish, 2015.

A. Midilli, H. Kucuk, and I. Dincer, “Environmental and sustainability aspects of a recirculating aquaculture system,” Environ. Prog. Sustain. Energy, vol. 31, no. 4, pp. 604–611, Dec. 2012, doi: 10.1002/ep.10580.

K. Semmens and D. MILLER, “Utilizing Mine Water for Aquaculture,” Jan. 2003.

M. Toni, “Variation in Environmental Parameters in Research and Aquaculture: Effects on Behaviour, Physiology and Cell Biology of Teleost Fish,” J. Aquac. Mar. Biol., vol. 5, no. 6, Jun. 2017, doi: 10.15406/jamb.2017.05.00137.

University Putra Malaysia (UPM), Malaysia, O. A. Nasir, S. Mumtazah, and University Putra Malaysia (UPM), Malaysia, “IOT-BASED MONITORING OF AQUACULTURE SYSTEM,” MATTER Int. J. Sci. Technol., vol. 6, no. 1, pp. 113–137, Jun. 2020, doi: 10.20319/mijst.2020.61.113137.

G. G. Aquaponics, “The Effects of Water Temperature in Aquaponics,” Go Green Aquaponics. Accessed: Oct. 04, 2023. [Online]. Available: https://gogreenaquaponics.com/blogs/news/the-effects-of-water-temperature-in-aquaponics

“Site Selection For Aquaculture: Physical features of water.” Accessed: Oct. 04, 2023. [Online]. Available: https://www.fao.org/3/ac174e/AC174E02.htm

“FA151/FA151: The Role of Water Temperature in Hard Clam Aquaculture.” Accessed: Oct. 04, 2023. [Online]. Available: https://edis.ifas.ufl.edu/publication/FA151

“Factors Affecting Fish Farming: Water Parameters and Pre-Stocking Management.” Accessed: Oct. 04, 2023. [Online]. Available: https://bivatec.com/blog/required-parameters-for-water-quality-management

“Report on a Regional Study and Workshop on the Environmental Assessment and Management of Aquaculture Development.” Accessed: Oct. 04, 2023. [Online]. Available: https://www.fao.org/3/ac279e/ac279e16.htm

P. Wang and I. Mendes, “Assessment of Changes in Environmental Factors Affecting Aquaculture Production and Fisherfolk Incomes in China between 2010 and 2020,” Fishes, vol. 7, no. 4, p. 192, Aug. 2022, doi: 10.3390/fishes7040192.

M. Camara, N. R. Jamil, and A. F. B. Abdullah, “Impact of land uses on water quality in Malaysia: a review,” Ecol. Process., vol. 8, no. 1, p. 10, Dec. 2019, doi: 10.1186/s13717-019-0164-x.

R. Hamdan, A. Othman, and F. Kari, “CLIMATE CHANGE EFFECTS ON AQUACULTURE PRODUCTION PERFORMANCE IN MALAYSIA: AN ENVIRONMENTAL PERFORMANCE ANALYSIS,” Int. J. Bus. Soc., vol. 16, no. 3, Nov. 2017, doi: 10.33736/ijbs.573.2015.

“Mitigation and best practice options,” NIWA. Accessed: Oct. 04, 2023. [Online]. Available: https://niwa.co.nz/freshwater/kaitiaki-tools/what-is-the-proposed-activity-or-industry/aquaculture-and-customary-fisheries/mitigation-and-best-prac

“Six tips to make your fish farm more environmentally sustainable,” The Fish Site. Accessed: Oct. 04, 2023. [Online]. Available: https://thefishsite.com/articles/six-tips-to-make-your-fish-farm-more-environmentally-sustainable

R. Waite and M. Phillips (WorldFish), “Sustainable Fish Farming: 5 Strategies to Get Aquaculture Growth Right,” Apr. 2014, Accessed: Oct. 04, 2023. [Online]. Available: https://www.wri.org/insights/sustainable-fish-farming-5-strategies-get-aquaculture-growth-right

“Fish Farming Improvements Reduce Environmental Impacts of Aquaculture,” NCCOS Coastal Science Website. Accessed: Oct. 04, 2023. [Online]. Available: https://coastalscience.noaa.gov/news/fish-farming-improvements-reduce-environmental-impacts-of-aquaculture/

“Introduction.” Accessed: Oct. 04, 2023. [Online]. Available: https://docs.blynk.io/en/

G. Gao, K. Xiao, and M. Chen, “An intelligent IoT-based control and traceability system to forecast and maintain water quality in freshwater fish farms,” Comput. Electron. Agric., vol. 166, p. 105013, Nov. 2019, doi: 10.1016/j.compag.2019.105013.

“Internet of things to improve productivity and sustainability of trout aquaculture in Peru | IADB.” Accessed: Oct. 04, 2023. [Online]. Available: https://www.iadb.org/en/news/internet-things-improve-productivity-and-sustainability-trout-aquaculture-peru

M.-C. Chiu, W.-M. Yan, S. A. Bhat, and N.-F. Huang, “Development of smart aquaculture farm management system using IoT and AI-based surrogate models,” J. Agric. Food Res., vol. 9, p. 100357, Sep. 2022, doi: 10.1016/j.jafr.2022.100357.

R. Ramanathan, Y. Duan, J. Valverde, S. Van Ransbeeck, T. Ajmal, and S. Valverde, “Using IoT Sensor Technologies to Reduce Waste and Improve Sustainability in Artisanal Fish Farming in Southern Brazil,” Sustainability, vol. 15, no. 3, p. 2078, Jan. 2023, doi: 10.3390/su15032078.

M. F. Taha et al., “Recent Advances of Smart Systems and Internet of Things (IoT) for Aquaponics Automation: A Comprehensive Overview,” Chemosensors, vol. 10, no. 8, p. 303, Aug. 2022, doi: 10.3390/chemosensors10080303.

Md. J. Mia, R. B. Mahmud, Md. S. Sadad, H. A. Asad, and R. Hossain, “An in-depth automated approach for fish disease recognition,” J. King Saud Univ. - Comput. Inf. Sci., vol. 34, no. 9, pp. 7174–7183, Oct. 2022, doi: 10.1016/j.jksuci.2022.02.023.

J. Sikder, K. Sarek, and U. Das, “Fish Disease Detection System: A Case Study of Freshwater Fishes of Bangladesh,” Int. J. Adv. Comput. Sci. Appl., vol. 12, Jun. 2021, doi: 10.14569/IJACSA.2021.01206100.

N. Darapaneni et al., “AI Based Farm Fish Disease Detection System to Help Micro and Small Fish Farmers,” in 2022 Interdisciplinary Research in Technology and Management (IRTM), Feb. 2022, pp. 1–5. doi: 10.1109/IRTM54583.2022.9791553.

Downloads

Published

30-07-2024

How to Cite

Zainuddin, A. A., Amir Hussin, A. A. ., Annas, A. H. A., Bharudin, M. S. B., Abdul Rajat @ Abdul Razak, A. F., Badri Mahazir, M. N., Ahmad Puzi, A., Handayan, D., & Abdul Raziff, A. R. (2024). Selective of IoT Applications for Water Quality Monitoring in Malaysia. International Journal on Perceptive and Cognitive Computing, 10(2), 8–16. https://doi.org/10.31436/ijpcc.v10i2.479

Issue

Section

Articles

Most read articles by the same author(s)