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All Journal Jurnal Ilmu Lingkungan Jurnal Penelitian dan Pengembangan Pendidikan Sosiohumaniora bionature Jurnal Sains dan Pendidikan Fisika AGRIVITA, Journal of Agricultural Science Jurnal Fisika Unand Scientific Journal of Informatics Forum Geografi Berkala Ilmiah Pendidikan Fisika Jurnal Fisika FLUX Public Health of Indonesia JURNAL PENDIDIKAN FISIKA JPPPF (Jurnal Penelitian dan Pengembangan Pendidikan Fisika) Jurnal Penelitian Pendidikan IPA (JPPIPA) Caraka Tani: Journal of Sustainable Agriculture INDONESIAN JOURNAL OF APPLIED PHYSICS Jurnal Ilmiah Pendidikan Fisika UNM Journal of Biological Education Syntax Literate: Jurnal Ilmiah Indonesia Forum Ekonomi : Jurnal Ekonomi, Manajemen dan Akuntansi Martabe : Jurnal Pengabdian Kepada Masyarakat JPF : JURNAL PENDIDIKAN FISIKA Jurnal Ilmu Fisika Jurnal Pendidikan Fisika dan Teknologi Indonesian Physical Review Jurnal Review Pendidikan dan Pengajaran (JRPP) Cerucuk. Prodi S1 T. Sipil. JURNAL PENDIDIKAN MIPA Jurnal Educatio FKIP UNMA Jurnal Ilmiah Kanderang Tingang Borneo Journal of Medical Laboratory Technology wacana equiliberium (jurnal pemikiran penelitian ekonomi) Journal of Innovation in Educational and Cultural Research SECONDARY : Jurnal Inovasi Pendidikan Menengah (JIPM) Nusantara: Jurnal Pendidikan Indonesia Journal of Science and Science Education (JoSSEd) Journal of Education Research Phydagogic : Jurnal Fisika dan Pembelajarannya Indonesian Journal of Social and Educational Studies Chemistry Education Review Seminar Nasional Pengabdian Kepada Masyarakat Buletin GAW Bariri ( BGB) SAINSMAT: Jurnal Ilmiah Ilmu Pengetahuan Alam Progressive Physics Journal Jurnal Indonesia Sosial Sains Junior Medical Journal International Journal of Integrative Sciences Center of Economic Students Journal (CSEJ) Amkop Management Accounting Review (AMAR) Islamic Journal of Integrated Science Education Seminar Nasional Hasil Penelitian LP2M UNM Journal of Energy, Materials, & Manufacturing Technology Geosains Kutai Basin Jurnal Pengabdian Sosial Advances In Social Humanities Research Indonesian Journal of Community Services Pinisi: Journal of Teacher Proffesional Ruang Jurnal Ilmiah Nusantara Jurnal Tarreang: Tren Pengabdian Masyarakat Agrokompleks Wahana Fisika : Jurnal Fisika dan Terapannya Jurnal Pemikiran dan Pengembangan Pembelajaran Jurnal Pendidikan MIPA FORUM EKONOMI: Jurnal Ekonomi, Manajemen dan Akuntansi JKM: Jurnal Kemitraan Masyarakat Pinisi: Physics Journal Indonesian Journal of Islamic Jurisprudence, Economic and Legal Theory Jurnal Balireso: Jurnal Pengabdian pada Masyarakat Buletin Konseling Inovatif BULETIN FISIKA Journal of Pedagogi Jurnal Pendidikan dan Profesi Keguruan
Muhammad Arsyad
Departmen Of Physics, Universitas Negeri Makassar
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Physics Public Health Social Sciences Veterinary Other

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Weather Prediction in Indonesia: A Review of Models, Accuracy, Influencing Variables, and Climate Suitability Muhammad Arief Fitrah Istiyanto Aslim; Nasrul Ihsan; Muhammad Arsyad
Pinisi: Physics Journal Vol 2 No 1 (2026): Pinisi: Physics Journal
Publisher : Physics Department, Faculty of Mathematics and Natural Sciences, Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/ppj.v2i1.12664

Abstract

Indonesia’s complex tropical climate, diverse topography, and strong influence from large-scale climate variability such as ENSO and MJO pose persistent challenges for accurate weather prediction. This study reviews recent developments in weather forecasting research in Indonesia, focusing on model approaches, predictor variables, and performance across different climatic regions. The literature shows a clear transition from conventional statistical methods, such as ARIMA and regression models, toward machine learning, deep learning, hybrid, and ensemble frameworks. Deep learning models (e.g., LSTM, Bi-LSTM, and CNN) generally achieve higher accuracy when sufficient quality data are available, while hybrid and ensemble methods improve robustness under heterogeneous climatic and data conditions. Key predictors include rainfall, temperature, humidity, wind variables, atmospheric pressure, satellite-based products, and climate indices such as Niño3.4 and the Dipole Mode Index. Performance is strongly influenced by regional climate characteristics, data availability, and model configuration. Despite these advances, major limitations remain, including uneven observational coverage, challenges in extreme weather prediction, sensitivity to sparse and noisy data, high computational demands, and limited operational deployment. These findings highlight the need for adaptive, computationally efficient forecasting frameworks and stronger integration between data infrastructure and real-time operational systems.
Aplikasi Alat Geolistrik Tahanan Jenis untuk Mendeteksi Ketersediaan Air Tawar bagi Masyarakat Suli-Suli Kabupaten Maros Sulistiawaty Sulistiawaty; Pariabti Palloan; Muhammad Arsyad; Vistarani Arini Tiwow; Andi Bida Purnamasari
JKM: Jurnal Kemitraan Masyarakat Volume 4 Number 2 Desember 2025
Publisher : Program Studi Pendidikan IPA Fakultas MIPA Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/jkm.v4i2.81111

Abstract

Clean fresh water is one of the basic needs that is difficult to obtain by the Suli-suli community, so the local community collects rainwater or buys it to get fresh water. . The dominant service location is close to the coast and Karst mountain so that the local community is increasingly difficult to obtain fresh water. So to help the Suli-suli community obtain fresh water, a groundwater search service was carried out. The service provider conducted measurements using a geoelectric resistivity tool with the Wenner-Schlumberger method approach with a span of 147 m per measurement path. The results obtained that the presence of groundwater was obtained at a depth of 2-15 meters. However, there are several points where there is also brackish water, this is because the service location is close to the coast so that seawater intrusion occurs which forms brackish water, but after a depth of 5 meters down the brackish water is no longer visible. From the results of this service, it is hoped that it will be a reference for the community in finding and making freshwater wells, in order to meet the need for clean water.
Beef Self-Sufficiency and Oil Palm Sustainability: Developing a Cattle-Oil Palm Integration System in Indonesia Raisa, Daeva Mubarika; Sirajuddin, Sitti Nurani; Syamsu, Jasmal Ahmari; Arsyad, Muhammad; Rahim, Lellah; Munizu, Musran; Jamil, Muhammad Hatta; Bahrun, Abd. Haris; Mohammad Al-Tawaha, Abdel Razzaq; Nohong, Budiman; Nurlaelah, Siti
Caraka Tani: Journal of Sustainable Agriculture Vol 41, No 1 (2026): January
Publisher : Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/carakatani.v41i1.100400

Abstract

The integration of cattle production with oil palm plantations is increasingly promoted in Indonesia to enhance rural economies and support community livelihoods. Achieving long-term sustainability of this system requires a clear understanding of the institutional determinants that influence the implementation across social, economic, and ecological dimensions. Therefore, this study aims to examine the institutional determinants by identifying 5 key stakeholder groups in the cattle-oil palm sectors. The location was in Tanah Bumbu Regency, South Kalimantan, which was purposively selected for cattle-oil palm integration. Primary data were collected through field observations, structured questionnaires, and in-depth interviews with 15 purposively selected experts and were triangulated using secondary reports. Interpretive structural modeling (ISM) combined with MICMAC analysis was applied to identify, structure, and classify institutional constraints. The results showed a total of 13 institutional constraints, most of which were located in the linkage and dependent quadrants, indicating high interdependence and systemic vulnerability. Major constraints included inadequate coordination, weak leadership, limited institutional capacity, as well as insufficient regulatory and financial support. ISM generated 8 hierarchical constraint levels and 5 strategic program levels, regulation, financing, interagency collaboration, extension services, and waste processing technologies emerging as key drivers of system improvement. These results underscore the need for integrated institutional strengthening to enhance SISKA performance and sustainability. As the first to apply a combined MICMAC-ISM framework to cattle-oil palm integration, this study offers a novel institutional model to facilitate evidence-based policy design and strategic program planning.
Identifying Institutions and Strategic Programs to Increase Sugarcane Production in Southeast Sulawesi, Indonesia Sulaiman, Andi Amran; Arsyad, Muhammad; Rahmatullah, Rio Akbar; Ridwan, Muhammad
Caraka Tani: Journal of Sustainable Agriculture Vol 38, No 1 (2023): April
Publisher : Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/carakatani.v38i1.69869

Abstract

The decline in the productivity of the national sugarcane commodity has become an issue in the last ten years. When domestic demand for sugar is increasing, the decline in productivity indicates a crisis in sugarcane production. At the same time, the involved institutions and strategic programs to encourage sugarcane production have not been well identified. The research aims to determine the institutions that are expected to play a role and the strategic programs that are prioritized in increasing sugarcane production in Southeast Sulawesi, Indonesia. This study uses Interpretative Structural Modeling (ISM) to formulate complexity, hierarchy (levels) and classification among elements. The results showed that of the 14 sub-elements of the acting institutions studied, five institutions were key actors for increasing production, namely banking institutions; universities; agricultural, plantation and fisheries offices; industry, trade, cooperatives, & Small and Medium Enterprises (SMEs') offices; and private companies. Then, from the 13 sub-elements of the strategic programs, there are five strategic programs that also serve as the key programs, namely extension/assisting farmers; addition of plantation labor; providing access to capital; variations of profit-sharing and buying systems of sugarcane; and accuracy of time and adequacy of the supply of raw materials to the mills. This means that these institutions must play an important role, as well as strategic programs that must be carried out effectively to address the issue of sugarcane production in the country. Thus, researchers recommend involving all stakeholders in conducting strategic programs with the key actors as the leading driving institutions.
Trend Analysis of the Increase of Air Temperature and and the Rainfall on Climate Change in Maros District Hamzah, Sitti Nurhayati; Arsyad, Muhammad; Palloan, Pariabti
INDONESIAN JOURNAL OF APPLIED PHYSICS Vol 14, No 2 (2024): October
Publisher : Department of Physics, Sebelas Maret University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13057/ijap.v14i2.81993

Abstract

Research has been carried out which aims to analyze and gain knowledge about climate change that is happening in Maros Regency using descriptive, spatial and explanatory statistical methods. The data used is daily climatic data for Maros Regency which is processed using Ecxel, RCLIMDEX and ArcGIS 10.4 software which produces data in the form of graphics and spatial images. In addition, global factors are used as supporting data to determine its relationship with the climate of Maros Regency, to see whether climate change is occurring or only being influenced by global factors such as monsoons and El Nino/La Nina. The pattern of rainfall in Maros Regency is monsoonal, there has been no change in climate patterns for 30 years and there has been a decreasing rate of rainfall, but there has been an increase in the amount of rainfall at the peak of the rainy season and a decrease in rainfall at the peak of the dry season every tenth of the year and the extreme index has increased. The air temperature in Maros district is also experiencing an increasing trend, although it is more significant at the minimum temperature.
Co-Authors A. Nurwina A.A. Ketut Agung Cahyawan W Abd Muis Abd. Haris Abdul Basit Abdul Haris Abdul Rahman Abdullah , Helmi Abisusmita, Restina Wardhani Adi Prasetiyo Adi Prasetiyo Adi Prasetiyo, Adi Adi Prasetyo Adi Setiyanto Afifah Herlianti, Lucy Afrillawati Ismi Afrillawati Ismi, Afrillawati Agus Susanto Agus Susanto Agus Susanto Ahmad Faisal Ahmad Yani Ahsan Irawan Ahsan Irawan, Ahsan Aisyah Azis Aisyah Azis Akbar Akbar Alawiah, Wiwi Amelia Rahmaniah Amiruddin Anak Agung Gede Sugianthara Anas Irwan andani, rafika tasya Andi Anita Rosari Andi Arsunan Arsin Andi Asmawati Azis Andi Auliyah Warsyidah Andi Bida Purnamasari Andi Rianyoma Annisa Annisa Anwar Mallongi Arie Arma Arsyad Arismunandar Arismunandar Arniati Demmatakko Arsad Bahri Arsyi, Nurul Aslami, Rindah Putri Aslim Aslim Aslim, Muhammad Arief Fitrah Istiyanto Asriyadin Asriyadin Astari, Annisa Fauzia Atirah, Nur Ayulia Putri, Anggie Bahrun, Abd Haris Bahrun, Abd. Haris Bahtiar Bakri Yusuf, Bakri Batubara, Noor Azida Budianingsih, Yanry Budiman Nohong, Budiman Bunga Dara Amin Bunga Dara Amin Carlina, Rini Choirun Nisa, Asri Darnawati Darnawati Darnawati, Darnawati Darwis Lannai Desi Widyaningsih Ahmad Dewi Hikmah Marisda Dewi, Eva Septiana Dian Mukarramah Dian Mukarramah Dibyo Waskito Guntoro Dinipatriany, Andi Diniwati Mukhtar Dwiyanto . Eka Intan Kumala Putri Eka Suaib, Eka Eko Hadi Sujiono Eko Hadi Sujiono Enjely Yani, Nur Erma Suryani Sahabuddin Fahmiady Arsyad Faqih Nurrohman Farlina, Baiq Fina Fatimah Eliana, Fatimah Fatmawati, Fatmawati Fauzi, Yusuf Rizal Firdaus Daud Fitriani Fitriani Ghifari, Rihan Muhammad Al Gultom, Laode Monto Habibah, Gusti Haerani Haerani Hairuddin, Sitti Hartati Halfainah, Sitti Halimah Husain Hamid, Firdaus Hamzah, Sitti Nurhayati Hari Hermawan, Hari Hari Triwibowo Hari Triwibowo Haris Munandar Hasaniyah, Sitti Hasanuddin Ishak Hasnah Dewi Kadir Hasyi, Mutahharah Helmi Helmi Abdullah Helmi Abdullah Helmi Helmi Helmi Helmi Hendro Yulius Suryo Putro Herlina Herlina Herman Anis Herniella Tiara Utami Heryati, Yati Hesti Pebriayani Hesti Pebriayani, Hesti Hidayat Pawitan HM., Rahmaniah Husain Husain Husain Husain Ida Ayu Putu Sri Widnyani Ihsan Effendi Ikrar Taruna Syah, Ikrar Taruna Imam Ashari Sandi Imanuela Indah Pertiwi Intan Nabilah, Siti Irshandy, Daffa Febri Ismail Tolla Isnah Sahriani Isnah Sahriani, Isnah jamaluddin hos Jamil, Muhammad Hatta Jasmal A Syamsu Jasruddin Daud Malago Jasruddin Jasruddin Jaya, Nur Azizah Juliana Tri Lestari Jusriani Ringan Jusriani Ringan, Jusriani Kaharuddin Arafah Kaharudin Arafah Karmila Karmila Karnoto, Bambang Kulup Khaerati, Rahma Khaeruddin Khaeruddin Khaeruddin, Khaeruddin Khafifah, Khafifah Khairina, Naily Kiki Rizki Fauziah Kuntarti Heruyanto, Retno Laina, Nor Lestari, Juliana Tri Lestari, Senifa Citra Lilin, Emanuela Lisa Sutami Suharlan Lodang, Hamka M. Sidin Ali Maharani, Delia Makaria, Eklys Cheseda Malino, Chaterina Restu Mardianti Rukmana Marlina Syam Marlina Syam, Marlina Marsiati, Himmi Maruf Maruf Maruf Maruf, Maruf Maulana, Muhammad Hafiz Maulidya Sari, Siti Megawati Udin Megawati Udin, Megawati Meiske Caesaria Soemarno Meytij Jeanne Rampe Misbah Misbah Mohammad Al-Tawaha, Abdel Razzaq Muammar Akbar Al Qhuraissy, Muammar Akbar Al Qhuraissy Muh Arham Muh. Tahir Muh. Tawil Muhamad Biyadihie Adikuasa Muhammad Abdun Jamil Muhammad Amin Said Muhammad Arief Fitrah Istiyanto Aslim Muhammad Aswad Muhammad Danial Muhammad Ridwan Muhammad Sidin Ali Muhammad Zaini Mukarramah, Dian Muris Muris Musdalifah Amir Muslim Muslim Musran Munizu Mustika Alamanda, Dinda Mutahharah Hasyi Muttakin Najamuddin, Nurwahyudin Nasib Nasrul Ihsan Nasrul Ihsan Nida, Fajri Shoutun Noftiarwanda, Welyn Nur Ajija Nur Ajija, Nur Nur wahidah Nuraisyah, Euis Nurfazlina Nurhaliza, Nurhaliza Nurhanie, Shahiga Baiq Nurhayati Nurhayati Nurlaelah, Siti Nurlina Nurlina Nurlina Nurlina Nurma, Nurma Nurmiati Nurmiati Nurrohman, Faqih Nursyafarinah, Nursyafarinah Nurul Amalia Nurul Amelia Malik Nurul Arsyi Nurwanah, Andi Nuzul Nuzul Nuzul Nuzul, Nuzul Pariabti Palloan Pariabti Palloan Pariabti Palloan Paribati Palloan Paston Sidauruk Patmawati Patmawati Peribadi Permatasari, Nina Pitriani, Maya Prameswari, Keisa Yude Priadi, Ramadhan Puspita, Anita Putriani, Putriani Qadlizaka, Muhammad Irfan Hakim Radinal Mochtar Radinal Mochtar, Radinal Rahim, Lellah Rahmatullah, Rio Akbar Rahmi, Astuti Raisa, Daeva Mubarika Ramadhan Priadi Ramlawati Ramlawati Ramlawati, Ramlawati Rasida, Rasida Ratna Sari Ratna Supiyah, Ratna Reni Susanti Hakiki Reni Susanti Hakiki, Reni Susanti Reski Ramadani Reski Ramadani, Reski Restina Wardhani Abisusmita Rianyoma, Andi Riben, Sulfa Richard Richard Ridwan, Harnina Rifai Mardin Rihan Muhammad Al Ghifari Rihan Muhammad Alghifari Riska Amelia Risqah Amaliah Kasman Riva’i, Muhammad Fajar Rizky Carita Putri Toengkagie, Annisa Rudiawan, Rudiawan Rumondor, Syutri Bawan Sabrianto Sabrianto Sabrianto Sabrianto, Sabrianto Safitri, Camelia Sahabuddin, Dian Anggreini Sahiddin, Muhamad Said, Muliadi Saidina, Azwa Auziah Salman Salman Sambolangi, Arise Saputra, Heri Sari, Rati Puspita Sarpin Saude, Sandi Setiawan, Muhammad Andri Shaffdika, Kyra Narumi Najwa Shally Rahmawaty Sidin Ali sinuraya, Julia Forcina Sitti Nurani Sirajuddin Sitti Zakiyah Azinah Sitti Zakiyah Azinah A Soemarno, Meiske Caesaria Sosiawan, Insan Soulthoni, Hannin Pradita N Sri Wahyuni Sri Widiastuti, Sri Sri Wuryanti Subaer Subaer - Subaer Subaer Sudi Mardianto, Sudi Suharty Roslan, Suharty Sukmawati Sukmawati Sulaiman, Andi Amran Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty Sulistiawaty, Sulistiawaty Sunarti Sunarti Supriadi Supriadi Suprihartini, Yayuk Surianty Surianty Susanto, Itsna Khumaerah Syafiqatul Fuady Syahruni, Risda Syamsiar, Syamsiar Syamsinar Syamsinar Takwin, Supriadi Tiara Purnama Tiwoy, Vistarani Arini Tonji, Aswarini Triatmoko, Danu Triwibowo, Hari Ulfiana, Amhar Uranti Amba Lembang Utami, Herniella Tiara Utami, Rahmawati Ning Vistarani Arini Tiwow Vistarani Arini Tiwow Vistarani Arini Tiwow Vistarani Arini Tiwow Wahid, Jihan Zhalzabila Wardhana, Arroyan Widyanti, Wiwik Wiwik Handayani Wulandari Saputri, Elsi Wulandari, Viona Yani Yani Yanti, Haswida Yonathan - Sapan Yorianti, Athira shafa Yunitasari, Puput Yusminah Hala Yusminah Hala Yusniar Lubis Zahwa, Iren Zain, Indrawati Zulfaniar