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Implementation of Fuzzy Logic in the Monitoring and Controlling System for Temperature and pH of Fry Aquarium Water Betta Fish Based on the Internet of Things Wahyudi, Rico; Ullah, Aulia; Zarory, Hilman; Faizal, Ahmad
PROtek : Jurnal Ilmiah Teknik Elektro Vol 12, No 1 (2025): Protek : Jurnal Ilmiah Teknik Elektro
Publisher : Program Studi Teknik Elektro Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/protk.v12i1.7619

Abstract

A problem faced by betta fish farmers is the difficulty in monitoring and controlling the temperature and pH of the water in betta fish fry ponds. This condition causes many deaths of Betta fish fry which results in a reduction in the supply of Betta fish seeds. To overcome this problem, a system based on the Internet of Things was developed(IoT) which can monitor in real time and control the temperature and pH of the water in the Betta fish fry pond. This system is implemented in an aquarium equipped with artificial intelligence in decision making which aims to keep the temperature and pH of the aquarium water stable. The components used in this system include ESP32, DS18B20 temperature sensor, water pH sensor, Thermo Electric Cooler (TEC), heater, DC pump, and fuzzy logic implementation. The results of system testing for 14 days showed that the system was able to monitor and control the temperature and pH of the aquarium water, maintaining ideal conditions for Betta fish fry with an average temperature of 28.79°C and an average water pH of 7.45. The system also succeeded in reducing the mortality rate of Betta fish fry, as proven in comparative tests between aquariums without system implementation and aquariums with system implementation. In this trial, each aquarium was filled with 30 betta fish fry. The results showed that the aquarium with system implementation was able to reduce the death rate of Betta fish fry by 5 or 16.67% from a total of 30 fish. Meanwhile, aquariums without system implementation had a death rate of 12 betta fish fry or 40% of the total of 30 betta fish fry.
SINTASAN DAN PERTUMBUHAN TRANSPLANTASI KARANG HIAS ACROPORA SP DI DESA TONYAMAN, KECAMATAN BINUANG, KABUPATEN POLEWALI MANDAR Haris, Abdul; Rani, Chair; Tahir, Akbar; Burhanuddin, Andi Iqbal; Samawi, Muh. Farid; Tambaru, Rahmadi; Werorilangi, Shinta; Arniati, Arniati; Faizal, Ahmad
Jurnal Ilmu Kelautan SPERMONDE VOLUME 3 NUMBER 2, 2017
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v3i2.3000

Abstract

Culture of ornamental corals applying transplantation technique was aimed to know the successful of this transplantation technique in the ornamental coral culture based on its growth and survival rate of various coral fragments. The location of the medium settlement was in the western side of the waters of Tonyaman Village, Binuang Subdistrict, Polewali Mandar Regency with 3-4 meter depth during low tide. One of coral species i.e. Acropora  sp with 48 fragments was put on 4 transplantation tables. During the experiment, cleaning of fungi and biofouling at the transplant tables and the culture tables. Measurements of the absolute growth and survival rate were done at the 21st day using calliphers and numbers of dead and live fragments were counted directly. Coral transplantation workshop for ornamental coral culture was attended by 4 fisherman groups with total 23 participants. This event was understood by the training participants from the seed selection to the monitoring. Number of coral fragment cultured was 48 fragments obtained from one of stony corals (Scleractania), i.e. Acropora  sp. The range of survival rate that has been cultured for 21 days was adequately high i.e. 91.7 – 100 %. The highest survival rate was observed at the transplant table B, i.e. 100%, whereas, the table A, C, and D were 91.7 %. Average absolute growth of the coral Acropora  sp cultured during this study were ranged from 4.2 – 4.9 mm/month. Aaverage absolute growth was found at table transplant B and C, while the lowest value was observed at the transplant table D.Keywords: cultivation, ornamental coral, transplantation technique, Tonyaman
KARAKTERISASI KONDISI KIMIA-FISIKA LINGKUNGAN PADA TINGKATAN DENSITAS MANGROVE YANG BERBEDA DI AMPALLAS, KABUPATEN MAMUJU, SULAWESI BARAT Isyrini, Rantih; Werorilangi, Shinta; Mashoreng, Supriadi; Faizal, Ahmad; Tahir, Akbar; Rachim, Rastina
Jurnal Ilmu Kelautan SPERMONDE VOLUME 3 NUMBER 2, 2017
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v3i2.3006

Abstract

Mangroves have numerous ecological functions as well as economical values. In order to achieve successful of mangrove restoration and regain its functions, understanding on the factors affecting the establishment of mangroves are required. This study examined the characteristics of physico-chemical factors from three compartments (sediment, interstitial and seawater) that associated with different mangrove densities in Ampallas, District of Mamuju, West Sulawesi. The Principal Component Analysis and Spearman correlation analysis showed that high densities of adult and seedling mangroves strongly correlated to higher organic contents, dissolved oxygen of interstitial water, seawater salinities and lesser pH of sediments, seawater and interstitial. The reverse conditions applied for the less mangrove densities and control site that had no mangrove. In most cases, there were reciprocal relationships amongst the studied variables.Keywords: chemical-physical factors, density, mangroves.
TEMPORAL DYNAMICS OF EUTROPHICATION LEVEL AND SEDIMENTATION RATE IN CORAL REEF AREA OF SPERMONDE AND SEMBILAN ISLANDS, SOUTH SULAWESI Rani, Chair; Nessa, M Natsir; Faizal, Ahmad; Werorilangi, Shinta; Tahir, Akbar; Jompa, Jamaluddin
Jurnal Ilmu Kelautan SPERMONDE VOLUME 4 NUMBER 1, 2018
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v4i1.3799

Abstract

Spermonde and Sembilan Islands (Bone Bay) are the central distribution of coral reefs in South Sulawesi. These archipelagos are likely to be at risk from eutrophication and sedimentation from intensive agriculture and aquaculture activities, in particular through transport of nutrients and materials discharged to the river systems on the Sulawesi mainland. The aim of this study was to analyse the temporal dynamics of eutrophication levels and sedimentation rates on coral reefs area of Spermonde and Sembilan Islands. Nutrient concentration and sedimentation rate were collected at monthly intervals over 4 months, at six stations: three in the Spermonde Islands (Laiya, Kodingareng, and Samalona Islands), and three in the Sembilan Islands, Sinjai District (Batanglampe, Kambuno, and Burungloe Islands), with two data collection points/replicates at each station/island. The results showed that phosphate concentration and sedimentation rates were higher in the Sembilan Islands, whereas nitrate concentrations were similar in both island groups. Nitrate concentration data indicated that eutrophication levels was varied, ranging from oligotrophic to eutrophic conditions, depends on months. In July and September, eutrophication was observed at all stations in both locations. Sedimentation rates were higher in the Sembilan Islands, but declined gradually until the end of the study time. Conversely, at stations in the Spermonde Islands, especially Samalona and Kodingarengkeke Islands, sedimentation level was increased significantly until the end of the study.
SEBARAN DAN KONDISI EKOSISTEM PERAIRAN DI PULAU PANAMPEANG POLEWALI MANDAR Isman, Muh; Rani, Chair; Haris, Abdul; Faizal, Ahmad
Jurnal Ilmu Kelautan SPERMONDE VOLUME 5 NUMBER 1, 2019
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v5i1.7028

Abstract

Ekosistem pesisir seperti mangrove, lamun dan terumbu karang akan mengalami kerusakan dapat diakibat oleh faktor abiotik dan gangguan akibat manusia (anropogenik). Penelitian ini bertujuan untuk mengetahui jenis, sebaran dan kondisi ekosistem di pulau panampeang Polewali Mandar. Penelitian ini dilaksanakan pada bulan April sampai Desember 2018 pada Pulau Panampeang di Kecamatan Binuang Kabupaten Polewali Mandar Sulawesi Barat. Sampling Mangrove menggunakan plot berukuran 10 m x 10 m mempunyai Empat stasiun pengamatan dengan Tiga kali pengulangan setiap stasiun dengan jarak pengulangan 5 m. Sampling pengambilan data padang dengan estimasi penutupan lamun dilakukan dengan cara membentangkan transek garis sepanjang 100 m dan menempatkan kuadran 0,5 x 0,5 m2 dengan kisi-kisi pada interval jarak 20 meter. Transek ini dilakukan pada lokasi yang memiliki ekosistem padang lamun dan pengambilan data ekosistem terumbu karang dilakukan dengan menggunakan metode RRA (Rapid Reef Assessment). Hasil penelitian jenis mangrove yang ditemukan pada pulau-pulau kecil Polewali Mandar yaitu Rhizophora mucronata, Avicennia alba dan Sonneratia alba. Secara umum kondisi kerapatan mangrove sangat padat. Secara umum kondisi tutupan lamun baik dan secara umum kondisi penutupan karang hidup (live coral) rusak buruk
SEBARAN SPASIAL LOGAM Pb, Cd, Cu, Zn DAN FRAKSI GEOKIMIA DI SEDIMEN PERAIRAN PANTAI KOTA MAKASSAR Werorilangi, Shinta; Noor, Alfian; Samawi, M. Farid; Faizal, Ahmad; Tahir, Akbar
Jurnal Ilmu Kelautan SPERMONDE VOLUME 5 NUMBER 1, 2019
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v5i1.7029

Abstract

Perairan pantai Kota Makassar, termasuk dua muara sungai yang mengapit, yaitu Sungai Jeneberang dan Sungai Tallo banyak mendapat inputan logam dari badan sungai dan dari daratan utama, berupa limbah industri dan limbah perkotaan.  Penelitian ini bertujuan untuk menentukan distribusi spasial konsentrasi Pb, Cd, Cu, dan Zn serta fraksi bioavailable di sedimen perairan pantai Kota Makassar. Penelitian dilakukan di wilayah perairan pantai Kota Makassar, mulai dari muara Sungai Jeneberang hingga muara Sungai Tallo. Pengukuran logam dilakukan pada sedimen berukuran < 63 μm. Spesiasi logam pada fraksi sedimen ditentukan dengan metode Community Bureau of Reference (BCR) Three-steps Sequential method yang menghasilkan fraksi exchangeable dan acid soluble, reducible, serta oxidisable. Interpolasi sebaran spasial logam di sedimen dilakukan dengan menggunakan teknik Sistem Informasi Geografis (SIG) yaitu block kriging (BK) dengan  program Arc View.  Sebaran logam sangat ditentukan oleh input atau sumber dari daratan dimana sebaran spasial logam Pb, Cd, Cu, dan Zn di sedimen meningkat ke arah utara pantai Kota Makassar.  Sebaran spasial fraksi 1 (terlarut dalam asam, acid reducible) logam Pb dan Cu tidak berbanding lurus dengan sebaran konsentrasi totalnya  di sedimen. Sedangkan sebaran spasial fraksi 1 logam Cd dan Zn berbanding lurus dengan sebaran konsentrasi totalnya di sedimen.
SHORT-TERM OBSERVATION ON MARINE DEBRIS AT COASTAL AREAS OF TAKALAR DISTRICT AND MAKASSAR CITY, SOUTH SULAWESI-INDONESIA Tahir, Akbar; Werorilangi, Shinta; Isman, Fajar Maulana; Zulkarnaen, Adi; Massinai, Arniati; Faizal, Ahmad
Jurnal Ilmu Kelautan SPERMONDE VOLUME 4 NUMBER 2, 2018
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v4i2.7061

Abstract

Marine debris is defined as material that is solid, persistent, manufactured or processed, and deliberately or not-deliberately left in the marine environment. Marine debris comes in many shapes and forms, ranging in size from microscopic microplastics to large vessels. Marine debris is a big and growing global problem, pose threats to marine life sustainability. Plastic is a major component of marine debris, and single-use packaging accounts for an increasing part of the global marine debris load. Research on marine debris was conducted on coastal areas and Small Island of South Sulawesi destined for local tourism, i.e., Karama beach, Bodia beach and Mandi beach (Galesong, Takalar District), Tanjung Bayang beach, Akkarena beach and Lae-lae island/also known as Bob beach (Makassar City). This research was aimed at identifying marine debris according to its types, size, and mass. Debris was collected in a 25 x 60 m transect with direction 30 m towards land and waters, respectively, with 3 replication transects at every location, whilst collections of debris were conducted during low and high tides. Current (direction and speed) and waves (incoming direction and height) were also measured as supporting parameters. Surrounding sampling location characteristics were also recorded. The result showed that Karama beach is found with highest total marine debris mass in Takalar (36.44 kg), whilst in Makassar, the Lae-lae island was found to be the highest with debris mass (43.22 kg). Plastic was predominant debris at all sampling locations with percentages of 62.7 – 86.6%. Lastly, the predominant size was macro-debris (25-100 cm).
THE STATUS OF ORGANIC POLLUTION AND THEIR SPATIAL DISTRIBUTION IN THE WEST COAST OF SOUTH SULAWESI H, A Suci Islameini; Faizal, Ahmad; Samawi, M Farid; Werorilangi, Shinta; Rasyid, Abd
Jurnal Ilmu Kelautan SPERMONDE VOLUME 6 NUMBER 2, 2020
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v6i2.13720

Abstract

Aquaculture activities produce organic wastes that are discharged into coastal waters and may impact the water quality. This research aimed to study the status of organic pollution and its spatial distribution on the west coast of South Sulawesi, Indonesia. Water was sampeld from two locations (Punaga Village, Takalar Regency (an open water system), and Bojo Village, Barru District (in a bay, a semi-closed water system)). Water quality was assessed by using the STORET index. Whilst to assess the spatial distribution of organic waste, an interpolation technique was used. Results showed that the water quality was categorized as highly polluted by organic pollution. The distribution of the organic pollutant, however, showed a different spatial pattern between the two locations. The difference was may be due to the different origin of the pollutant and geomorphology of the sampling locations.
DIVERSITY AND DISTRIBUTION OF MACROALGAE TO ENVIRONMENTAL CONDITIONS OF MAKASSAR CITY Mushlihah, Hidayah; Faizal, Ahmad; Amri, Khairul
Jurnal Ilmu Kelautan SPERMONDE VOLUME 7 NUMBER 1, 2021
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v7i1.14856

Abstract

The distribution of macroalgae in the waters is influenced by various environmental factors ranging from anthropogenic pressures such as the activities of local communities and tourists to the Physico-chemical effects of the waters. This study aims to examine the effect of environmental parameters on the distribution of macroalgae and to map the spatial distribution of macroalgae on Lae-lae Island and Gusung Lae-lae Caddi. Data collection for macroalgae was carried out using a 1 × 1 m transect method and environmental parameters were surveyed using in situ measurements and further analysis in the laboratory. The status and diversity of macroalgae were calculated using ecological indices, distribution of macroalgae using Mapping Techniques, and the interrelationships between parameters were tested using Principal Component Analysis (PCA). The results showed that the largest macroalgae cover was found in Gusung Lae-Lae Caddi by 55% with the average distribution of macroalgae cover respectively; Lae-laen Island East Station 9%, Lae-lae Island West Station 36%, Gusung Lae-lae Caddi East Station 21%, and Gusung Lae-lae Cadii West Station 55%. The high macroalgae cover in Gusung Lae-Lae Caddi is influenced by nutrients and the low level of turbidity. Based on the calculation of the ecological index, it was found that the ecological status was dominated by the late-successional group.
CALENDAR FOR PLANTING SEAWEED EUCHEUMA SP. IN MALLASORO BAY, JENEPONTO DISTRICT, BASED ON LANDSAT-8 IMAGES Amran, Muhammad Anshar; Niartiningsih, Andi; Faizal, Ahmad; Rasyid, Abdul; Muhiddin, Amir Hamzah; Arifin, Isnaeni
Jurnal Ilmu Kelautan SPERMONDE VOLUME 9 NUMBER 2, 2023
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/jiks.v9i2.19961

Abstract

Seaweed cultivation activities in Jeneponto Regency have been practised for a long time and have become the main livelihood for most of the Mallasoro Bay community. In cultivating seaweed, obstacles often arise in the form of failures experienced by seaweed farmers or poor-quality yields. This study was aimed to develop alternative planting calendars for Eucheuma sp. in Mallasoro Bay, Jeneponto Regency based on sea surface temperature and distribution of chlorophyll-a obtained from Landsat-8 imagery. Image Processing Sea Surface Temperature and Chlorophyll-a were processed using ENVI 4.8 AND 5.3 software, the satellite images used were clean and without cloud disturbance. In this study, data analysis was carried out descriptively. The water temperature that is good for seaweed growth is 27-30˚C, for Mallasoro Bay Sea Surface Temperature which is suitable for seaweed cultivation, namely April, May, June, July, August, September, October and November. While the classification is based on the criteria for chlorophyll-a trophic status in marine waters, namely the range < 1 mg/L is classified as Oligotrophic, ≥ 1–3 mg/L is classified as Mesotrophic, ≥ 3–5 mg/L is classified as Eutrophic, and > 5 mg/L is classified as Hypertrophic. , from the results of image analysis for the distribution of chlorophyll-a in Mallasoro Bay, it shows that Mallasoro Bay is at the Mesotrophic level throughout the year or the fertility level of the waters is quite fertile because it is in the range of ≥ 1–3 mg/L. so that a seaweed planting calendar can be obtained in Mallasoro Bay, namely in January, February and December, preparation of tools such as cleaning and repair of seaweed planting tools can be carried out, then at the end of March, the end of May, the end of July and the end of September, the procurement of seaweed seeds is carried out. , in early April, early June, early August, and early October, seaweed seeds can be spread, then in mid-May, mid-July, mid-September, and mid-November, harvesting can be carried out, so that seaweed cultivation can be carried out 4 times in one year. cycle.
Co-Authors ., Fathuddin Abd Rasyid Abdul Haris Abdul Haris Abdul Haris Abdul Rasyid Abigail Mary Moore Abigail Mary Moore ADELIA, PUTRI Agus Dana Permana Agus Rohermanto, Agus Agustina Multi Purnomo Agustini Agustini, Agustini Ahmad Fauzan Suryono Akbar Tahir Akbar Tahir Akbar Tahir, Akbar Akbar, Muhammad Razzaq Al Aziz, Vindy Rova Dwiki Alfadri, Ramadhan Alfian Noor Alwi, Lukman Amir Hamzah Muhiddin Amran Saru Amran Saru Amran Saru Amran, Muhammad Anshar Andi Iqbal Burhanuddin Andi Niartiningsih Andriyan, Septa Arifin, Isnaeni Arniati Massinai, Arniati arniati, arniati Asmanurhidayani, Asmanurhidayani Aspirandi, Rendy Mirwan Asy'ari, Farida Azmal, Azmal Chair Rani Chair Rani Chair Rani Derafi, Ryan Dermawan, Rahmansyah Dewi, Sukhma Kusuma Dian Mursyitah Elfira Safitri Farid Samawi, Farid Fathuddin Fathuddin Firmansyah, Dheka Fitrah, Muh Nur H, A Suci Islameini Hadi Mubarok, Achmad Hamdani, Anti Damayanti HARI PURNOMO Hasriani Ayu Lestari Hasriani Ayu Lestari Hendri Hestiawan Hendri, Arsyi Mart Illang, Nur Inayah Yasir Inayah Yasir Indradewa, Rhian Irma Andriani Irma Andriani Irvan, Mhd Abdinul Isman, Fajar Maulana Isman, Muh Isman, Muhammad Isyrini, Rantih J Moka, Wilma Jamaluddin Jompa Joni Rahmadi Jufrizel Jufrizel Khairul Amri Khairul Amri LESTARI, PUSPITA M Natsir Nessa, M Natsir M. Farid Samawi M. Farid Samawi, M. Farid M. Natsir Nessa M. Natsir Nessa M. Natsir Nessa Mahatma Lanuru Mansyurdin, Muharpi Maratina, Dina maria, putut son Marianingsih, Ita Marzuki Ukkas Marzuki Ukkas Marzuki Ukkas Maulana, Abi Melani, Lili Mubarok, Achmad Hadi Muh Anshar Amran Muh Isman Muh Nastsir Nessa Muhammad Farid Samawi muhammad rizky, muhammad Mushlihah, Hidayah Nadziro Khoolishoh, Nisa Natsir Nessa Nita Mutmainna Nugroho, Syarul NURDIN, NURJANNA NYOMPA, ACHMAD HUSEIN Padua, Cintya Pamungkas, Rizky Pebriani, Sovi Rachim, Rastina Rafsanjani Rahmadi Tambaru Rahmat Januar Noor Rahmat Januar Noor Rahmat, Muhammad Habib Ramadhani, Kurniawan Ramadhani, Razkiyah Rantih Isyrini Rastina Rastina Rastina Rastina Rastina, Rastina Ratnawati Gatta RIDWAN, AHMAD SAHLAN Rifqi Mubarak, Rifqi RIZKITA RACHMI ESYANTI Rohani Ambo Rappe Samawi, M Farid Samawi, Muh. Farid Sari, Sitri Permata Shinta Werorilangi Shinta Werorilangi Shinta Werorilangi Shinta Werorilangi, Shinta Son Maria, Putut SONY SUHANDONO Sulaiman Gosalam, Sulaiman Supriadi - Suriadi Mappangara Suriadi Mappangara Suriadi Mappangara Sutrisno, Sutrisno Sutriyatna, Sutriyatna Syamsiar*, Syamsiar Syamsuddin Thoaha Tri Haryanto Ulah, Aulia Ulhaq, Muhammad Dafa Ulhaq, Muhammad Rafif Dhiya Ullah, Aulia Wahyudi, Rico Wahyudin Wahyudin Wasir Samad, Wasir Widodo, Sinta Oktaviani Wahyu Wijayati, Cici Yayi Suryo Prabandari Zainuddin, Zainuddin Zarory, Hilman Zulkarnaen, Adi Zulkarnnaeni, Achmad Syahfrudin