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Analysis of the Hankel Matrix in Embedding Using the Singular Spectrum Analysis (SSA) Method Ni’am, Dafi’ Ichsani Aysar; Saputro, Dewi Retno Sari; Sutanto, Sutanto
Indonesian Journal of Advanced Research Vol. 4 No. 5 (2025): May 2025
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/ijar.v4i5.14340

Abstract

Singular Spectrum Analysis (SSA) is an effective method of decomposition of time series for separating key components in data, such as trends, seasonality, and noise. This study aims to analyze the role of Hankel matrix in the SSA embedding process and how window length (L) selection can affect the effectiveness of component separation in data time series. In this study, the data used includes public data that can be influenced by seasonal factors and unexpected events, such as natural disasters or regulatory changes. The research process begins with the data preprocessing stage, followed by the embedding stage to form a matrix used in decomposition with Singular Value Decomposition (SVD). To evaluate the similarity of separate components, w-correlation is used. The results show that the selection of optimal window lengths, in the range of N/4 < L < N/2 is very important to maintain a balance between temporal information and matrix dimensions. With the right window selection, the embedding process in SSA can be more effective in separating the trending, seasonal, and noise components in the data pattern. By understanding the structure of the Hankel matrix and selecting the right parameters, the embedding process in SSA can be more effective in separating the components of the time series and preserving temporal information.
Architecture Elements of the Lemat Formation of the Lubuk Bernai Region, Batang Asam District, Tanjung Jabung Barat Regency, Jambi Province Daryono, Sapto Kis; Sutanto, Sutanto; Prasetyadi, Carolus; Paripurno, Eko Teguh
Journal of Earth and Marine Technology (JEMT) Vol 3, No 1 (2022)
Publisher : Lembaga Penelititan dan Pengabdian kepada Masyarakat - Institut Teknologi Adhi Tama Suraba

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.jemt.2022.v3i1.3396

Abstract

The study of facies analysis and interpretation of the depositional environment of the Lemat Formation located at Bukit Tiga Puluh aims to clarify the problems found in Paleogene sediments in the South Sumatra Basin. A detailed analysis of the fluvial facies has been carried out in the Lubuk Bernai track. A number of observations, profiling, and measured stratigraphic section have been carried out. The stratigraphy of the study area can be divided into 5 units from old to young, namely the Mentulu-metamorphic sandstone unit, Lemat conglomerate unit, Lemat gravel-sandstone unit, Benakat volcanic-siltstone unit, and the alluvial deposit unit. The stratigraphic relationship between Mentulu metamorphic-sandstone unit and Lthe emat conglomerate unit is nonconformity. The relationship between Lthe emat conglomerate unit and Lemat gravel-sandstone unit and Benakat volcanic-siltstone unit is interfingering. The relationship between alluvial deposit units with Lemat conglomerate units and Lemat gravel-sandstone units is aan ngular unconformity. Analysis of lithofacies and architectural elements of the study area showed a fluvial depositional environment. The resulting architectural elements are 8 associations: SG (sedimentary gravity flow), GB (gravel bedform), SB (sandy bedform), CH (channel), DA (downstream accretion), HO (scour-hollow fill), AC (abandoned channel) and FF (overbank fine). The depositional environment of the Lemat Formation; Lemat conglomerate unit in alluvial fans environment, Lemat gravel sandstone unit in the shallow environment, gravel-bed braided river. In the Benakat tuffaceous-siltstone unit, it was deposited in a flashy, ephermal, sheet flood, sand-bed river environment.
Facies and architectural analysis of Paleogen fluvial deposits of the measured section of Rambangnia and Air Napalan Rivers in Palembang Sub-basin Daryono, Sapto Kis; Prasetyadi, Carolus; Paripurno, Eko Teguh; Sutanto, Sutanto; Faozi, Aditya Zaenalfi
Journal of Earth and Marine Technology (JEMT) Vol 3, No 1 (2022)
Publisher : Lembaga Penelititan dan Pengabdian kepada Masyarakat - Institut Teknologi Adhi Tama Suraba

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.jemt.2022.v3i1.3606

Abstract

Paleogene fluvial deposits have an important problem as pre-rift deposits, which occur before or at the same time as the formation of the basin. The research results on facies analysis and interpretation of the depositional environment of Paleogene deposits located in the Garba Hills will later explain and describe the history of the formation and stratigraphic evolution of sedimentary rocks in the South Sumatra Basin, reflected in the lithological and facies characteristics. The facies analysis was carried out on a stratigraphic cross-section with a thickness of ± 107.37 meters and ± 11.06 meters on the measurement path of the Rambangnia River and Air Napalan River, which are located in the Ogan Komering Ulu area, South Sumatra. Seven lithofacies developed on two measured paths are matrix supported gradded gravel (Gmg), gravel matrix supported Massive (Gmm), through cross-bedded (St), massive sandstone (Sm), horizontally bedded sandstones (Sh), parallel laminated siltstone and claystone (F1), massive siltstones and mudstones (Fsm). Asosiasi fasies didapatkan berupa Sedimentary Gravity Flow (SG), Gravel Bars (GB), Sandy Bedforms  (SB), channel (CH), Overbank fine  (FF). The interpretation of the depositional environment shows a fluvial environment, the type of braided river with a gravel braided rivers model with sedimentary gravity flows.Paleogene fluvial deposits have an important problem as pre-rift deposits, which occur before or at the same time as the formation of the basin. The research results on facies analysis and interpretation of the depositional environment of Paleogene deposits located in the Garba Hills will later explain and describe the history of the formation and stratigraphic evolution of sedimentary rocks in the South Sumatra Basin, reflected in the lithological and facies characteristics. The facies analysis was carried out on a stratigraphic cross-section with a thickness of ± 107.37 meters and ± 11.06 meters on the measurement path of the Rambangnia River and Air Napalan River, which are located in the Ogan Komering Ulu area, South Sumatra. Seven lithofacies developed on two measured paths are matrix supported gradded gravel (Gmg), gravel matrix supported Massive (Gmm), through cross-bedded (St), massive sandstone (Sm), horizontally bedded sandstones (Sh), parallel laminated siltstone and claystone (F1), massive siltstones and mudstones (Fsm). Asosiasi fasies didapatkan berupa Sedimentary Gravity Flow (SG), Gravel Bars (GB), Sandy Bedforms  (SB), channel (CH), Overbank fine  (FF). The interpretation of the depositional environment shows a fluvial environment, the type of braided river with a gravel braided rivers model with sedimentary gravity flows.
Efektivitas Penggunaan Media Pembelajaran Digital Dalam Meningkatkan Minat Dan Hasil Belajar Siswa Sdn 1 Sarirejo Wiyati, Indar; Sutanto, Sutanto; Santoso, Santoso; Shokib Rondli, Wawan; Raharjo, Ronal
JGSD: Jurnal Guru Sekolah Dasar Vol. 2 No. 1 (2025): Jurnal Guru Sekolah Dasar Bulan Juni 2025
Publisher : Jurnal Guru Sekolah Dasar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70277/jgsd.v2i1.5

Abstract

Penelitian ini bertujuan untuk mengeksplorasi efektivitas penggunaan media pembelajaran digital dalam meningkatkan minat dan hasil belajar siswa di SDN 1 Sarirejo Kecamatan Ngaringan Kabupaten Grobogan. Metode penelitian yang digunakan adalah kualitatif naratif, dengan pendekatan narasi pengalaman dari guru dan siswa selama proses pembelajaran yang menggunakan media digital. Data dikumpulkan melalui wawancara mendalam dengan guru dan siswa, observasi kelas, serta analisis dokumen pembelajaran. Hasil penelitian menunjukkan bahwa penggunaan media pembelajaran digital, seperti PowerPoint, video interaktif, dan aplikasi pembelajaran, secara signifikan meningkatkan minat siswa terhadap pembelajaran. Siswa menjadi lebih aktif, antusias, dan tertarik mengikuti materi yang disampaikan. Selain itu, media digital juga membantu meningkatkan hasil belajar siswa, yang tercermin dalam peningkatan nilai ulangan harian dan kemampuan siswa dalam memahami materi pelajaran. Namun, penelitian ini juga mengidentifikasi beberapa kendala dalam implementasi, seperti keterbatasan akses internet di beberapa area, kurangnya keterampilan teknis dari sebagian guru, serta keterbatasan perangkat teknologi yang tersedia di sekolah. Meskipun demikian, kesimpulan dari penelitian ini adalah bahwa media pembelajaran digital efektif dalam meningkatkan minat dan hasil belajar siswa di pendidikan dasar, asalkan didukung oleh infrastruktur teknologi yang memadai dan pelatihan yang cukup bagi guru.
ANALYSIS OF THE IMPLEMENTATION OF MERDEKA CURRICULUM ON ANTI-CORRUPTION EDUCATION Sutanto, Sutanto; Darmuki, Agus; W, Sri Surachmi; Ismaya, Erik Aditia
INOPENDAS: Jurnal Ilmiah Kependidikan Vol 7, No 2 (2024): Inopendas : Jurnal Ilmiah Kependidikan (Agustus 2024)
Publisher : Universitas Muria Kudus

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24176/jino.v7i2.12654

Abstract

This study aims to analyze the implementation of Merdeka Curriculum in supporting anti-corruption education at SD Negeri 1 Pulongrambe, Tawangharjo District. The research method used is narrative qualitative with a descriptive approach. Data were collected through in-depth interviews, observation, and document analysis. The results showed that the implementation of Merdeka Curriculum provides flexibility for teachers to integrate anti-corruption values in learning activities. This finding provides new insights into the effectiveness of the Merdeka Curriculum in shaping students character with integrity. The conclusion of this study emphasizes the importance of policy support and teacher training in implementing anti-corruption education.
INSPIRATION IN LEARNING: EFFORTS TO BUILD LEARNING ENTHUSIASM IN JUNIOR HIGH SCHOOL Sutanto, Sutanto; Suhermanto, Suhermanto
PROCEEDING OF INTERNATIONAL CONFERENCE ON EDUCATION, SOCIETY AND HUMANITY Vol 2, No 1 (2024): Second International Conference on Education, Society and Humanity
Publisher : PROCEEDING OF INTERNATIONAL CONFERENCE ON EDUCATION, SOCIETY AND HUMANITY

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This research explores and analyzes the learning strategies and approaches used at SMP NU 07 Wringin Bondowoso to form students' enthusiasm for learning. In the context of education in an era that continues to develop, it is essential to understand how a school can inspire and motivate students to excel academically and develop their potential. Researchers collected data through several stages, such as observation and direct observation at the research site. Interview interviewing several informants at the research location. This research methodology involved classroom observations, interviews with teachers, and analysis of documents related to the curriculum and learning programs at SMP NU 07. The data collected was then analyzed qualitatively to identify critical factors that support the formation of enthusiasm for learning at school. The research results show that SMP NU 07 Wringin Bondowoso carries a learning approach that applies Islamic values and Nahdlatul Ulama (NU) traditions on a moral and ethical basis. In addition, this school actively applies innovative and technology-based learning methods to increase student engagement. This learning program is designed to arouse interest in learning, increase creativity, and foster a spirit of leadership and entrepreneurship among students
Model of State Defense Strengthening Responding to the Impact of Eliminating the Presidential Threshold in Order to Realize Inclusive Democracy F. Harsono, Cecilia; Sutanto, Sutanto; S, Guntur; Andreas N, Djoko; Harefa, Faonaso
JHSS (JOURNAL OF HUMANITIES AND SOCIAL STUDIES) Vol 9, No 2 (2025): Journal of Humanities and Social Studies
Publisher : UNIVERSITAS PAKUAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33751/jhss.v9i2.11691

Abstract

This article discusses the prediction of Indonesian political dynamics in the future after the elimination of the presidential threshold by the Constitutional Court (MK). The method used is a mixture method, a qualitative approach with NVivo 12 software and an analysis of the quantitative approach using SEM PLS-4. Theresults of the study show that politics and democracy significantly affect the National Defense, with a coefficient of 0.468 and a P-value of 0.023, which means a significant effect on the 5% significance level. This indicates that political stability and democracy have a greater role in forming national defense. So the model of strengthening the coalition system in parliament can encourage interparty consensus to maintain government stability, ensure that defense policies continue to run, maintain the neutrality of the TNI, keep the National Police consistent, and commit to state security, and the role of society is still needed to oversee politics and democracy
Synthesis of Complex Compounds of Cr(III) Metal Ions and Their Application as Fluorosensors of Pb(II) and Cu(II) in Laboratory Waste Syahputri, Yulian; Sutanto, Sutanto; Kusumawardani, Linda Jati; Saputra, Muhammad Rizki
al Kimiya: Jurnal Ilmu Kimia dan Terapan Vol. 12 No. 1 (2025): June 2025
Publisher : Department of Chemistry, Faculty of Science and Technology, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/ak.v12i1.43967

Abstract

Indonesia's exposure of lead (Pb) and copper (Cu) heavy metal ions to humans and the environment has received increased attention over the past few decades as a result of the increasing application of heavy metals in various industries and transportation. Complex compounds of Cr3+ sensors with fluorescence-based pyrazoline-derived ligands (fluorosensors) have the potential to detect Pb2+ and Cu2+ heavy metal ions. The purpose of this study is to synthesize complex compounds of Cr3+ ions with pyrazoline-derived ligands and its potential as a fluorescence-based sensor of Pb2+ and Cu2+ heavy metal ions. Complex compounds formed are characterized and fluorosensor study by spectroscopic methods. The results showed that the synthesis of complex compounds was successfully carried out and a brown precipitate with a melting point of 253.2°C was obtained. Based on the results of the characterization of complex compounds of Cr3+ metal ions with pyrazolin-derived ligands using a UV-Vis spectrophotometer, two absorption peaks were obtained at 226 and 370 nm, two peaks indicating the presence of transition types π→π* and n→π*. The fluorescence spectrophotometer results showed two emission peaks, the peak absorption maximum of Cr3+ complex compounds was in the region 491 nm with a fluorescence intensity of 320.40 a.u. The determination of the fluorosensor potential of Cr3+ complex compounds with the addition of Pb2+ and Cu2+ metal ions showed significant changes in fluorescence so that fluorosensor types were obtained for Cr3+ metal ion complex compounds with Pb2+ and Cu2+, namely "turn-on" and "turn-off", respectively.
Multiple Deformation of Jokotuwo Fault Zone, East Jiwo Hill, Bayat, Klaten, Central Java Rodhi, Achmad; Sutarto, Sutarto; Sutanto, Sutanto; Daryono, Sapto Kis
Journal TECHNO Vol. 8 No. 2 (2022): November
Publisher : Universitas Pembangunan Nasional Veteran Yogayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31315/journal techno.v8i2.7527

Abstract

Jokotuwo fault zone was first mentioned as the sinistral transpression Jokotuwo fault by Jatmika Setiawan (2002). The trending of fault zone can be traced on four directions. The first direction is ENE –WSW in northern part of Jokotuwo hill to Konang hill. The second direction is E – W in southern part of Jokotuwo hill to southern part of Semangu hill. The third direction is NNW – SSE in central part of Jokotuwo hill to Temas hill, and the fourth direction is NE – SW in central part Jokotuwo hill to Gunung Gajah hill. The fault zone area show evidence for four successive structure episodes. The first generation (D1) is deformation in northern part of Jokotuwo hill to the Rondonom hill. This zones is manifested by a variety of structures for well-developed mylonite foliations. The second generation (D2) is deformation in southern part of Jokotuwo hill to southern part of Semangu hill. This zone is manifested by shearing structure for cataclasite flow. The third generation (D3) is deformation in central part of Jokotuwo hill to Temas hill. This zone is manifested by a variety of structures, which may include drag folds,  fault plane,and fault breccia. The fourth generation (D4) is deformation in central part of Jokotuwo hill to Gunung Gajah hill. This zone  is manifested by a variety of structures, which may include fault plane, and fault breccias. The earliest structures in the Eastern Jiwo hill was generally showed that D1 structures are rotational and non-coaxial in semi-ductile character. The deformation was dextral thrusting involving WNW shortening with a significant component of thrust-parallel slip movement that continued into the Pra-Tertiary Orogeny. The D2 and D3 are rotational and non-coaxial in brittle character. The deformation were sinistral transpressive with a significant component of sinistral-strike slip movement that continued into the Tertiary Orogeny.
MODEL SUSCEPTIBLE VACCINATED INFECTED TREATMENT RECOVERED DENGAN KASUS KAMBUH DAN PENERAPANNYA (KASUS TUBERKULOSIS DI INDONESIA) Lestari, Arifah Mufidah; Widyaningsih, Purnami; Sutanto, Sutanto
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 15 No 4 (2021): BAREKENG: Jurnal Ilmu Matematika dan Terapan
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (572.295 KB) | DOI: 10.30598/barekengvol15iss4pp667-674

Abstract

Tuberculosis (TB) is caused by Mycobacterium tuberculosis. BCG vaccination is prevention the spread of TB in Indonesia. Individuals who are vaccinated (vaccinated) are healthy individuals and susceptible to infection. If a person is infected with TB then curative efforts through DOTS treatment must be carried out in order to recover. In the case of TB, recovered individuals may relapse. The susceptible vaccinated infected treatment recovered ( ) model with relapse cases is able to represent the spread of TB. This study aims to build the model with relapse, apply it to TB in Indonesia using data from 2004-2019, and interpret the results of implementing the TB-free target in Indonesia in 2050. The model is nonlinear first-order differential equations. The graph of the pattern of TB spread shows that all groups of individuals are experiencing an uptrend and it is predicted that the TB-free target has not been achieved. However, if the coverage of BCG vaccination and DOTS treatment is increased, contacts with TB sufferers are reduced, and relapse cases are reduced, it is predicted that the TB-free target will be achieved.
Co-Authors Achmad Rodhi Achmad Subandrio, Achmad Ade Heri Mulyati, Ade Heri Ade Susanti Adeldarma Hikmatullah, Abdillah Adhitama, Ria Puan Adi Nugroho, Khoiruddin Adzakie, Haabi Luckmanoor Agus Darmuki Agus Harjanto Albar, Luthfirmansyah Ali Manshur Alip Sugianto, Alip Amelia, Cynthia Rizky Ananda Putra, Fajar Andreas N, Djoko Annisa Annisa Antoni Wibowo Apriyanti, Mahyuni Arief, Budi Aritonang, Erikson Vri Anugrah Azijah, Izattul Baharum, Aslina Bambang Pramudya Bina Lohita Sari Budiyono Budiyono Cahya, Afif Nur Cendriono, Nanang Christopher, James Christy, Alexander Yonathan Danang Widjajanto Daryono, Sapto Kis Devita Widyaningtyas Yogyanti Dewi Nur Anisa, Shopia Dewi Retno Sari Saputro Dewi Retno Sari Saputro, Dewi Retno Dismas Suparmo Dwi Indriani Dwi Iswahyuni Dwi Purnama Dwiyana, Amelia Eka Herlina Eka Intan Kumala Putri Eko Teguh Paripurno Erik Aditia Ismaya Evinna Cinda H F. Harsono, Cecilia Faozi, Aditya Zaenalfi Farida Nuraeni Fathurrachman, Muhammad Fathurrachman, Muhammad Galih Setiawan Nurohim Gomes, Nazario Guntur S, Guntur Handayani, Rr. Sri Harefa, Faonaso Harsono, Cecilia F Hartono, Gia Harun Al Rasyid Helta Anggia Henny Nuraeny Heri, Ade Heribertus Ary Setyadi Herman Fikri, Herman Hermawan, Ujang Heru Sigit Purwanto Hutabarat, David Hotman I Gde Basten, I Gde Imam Ghozali Irvan Wiradinata Iryani, Ani Iryani, Ani J., Tania Jordy Kantona, Emmanuel Kartiwi, Asti Putri Khomariah, Nurul Kusuma, Rima Oktavia Kusumastuti, Sri Lestari latifah K Darusman Lestari, Arifah Mufidah Linda Jati Kusumawardani Listianti, Elisa M. Yogi Riyantama Isjoni Made Suandika Maharani, Restu Dewinta Marsudi Utoyo Melianus Salakory, Melianus Mohammad Kanzunnudin Muhammad Fathurrahman Muhammad Irfan Muhammad Rizki Saputra, Muhammad Rizki Mutadin, Ali Navalino, Djoko A Nila Sari, Fadhila Ni’am, Dafi’ Ichsani Aysar Nor Hayati, Saropa Nughthoh Arfawi Kurdhi, Nughthoh Arfawi Nugroho Arif Sudibyo Nur Hidayati Nurani Nurani Nurulia Susanti, Nurulia Palupi, Mustika Pandini, Sapitri Pertiwi, Aditya Endah Pradina, Sisca Chandra Prasetyadi, Carolus Prianggono, Margahayu Purnami Widyaningsih Putera Khano, Muhammad Nazhif Abda Qoonita, Najihah Raharjo, Ronal Ramadhan, Farid Ririn Setiyowati Riyantini, Atik Rizkita, Nabiella Zahra Rosadi rosadi Rosdiana Rosdiana Rosmaiyadi S. Anwar Sabdono, Wilis Aji Salamat, Juanito SANTOSO SANTOSO Saputra, Putu Sari, Angela Bayu Pertama Septiningsih, Riana Setiyowati, Ririn Shobri, Taufiq Sidiq, Krisna Siti Fatimah Siti Warnasih Soesilo, Joko Soeyoko Soeyoko Sri Rejeki Sri Surachmi W Sri Widodo Suasa, I Made Sudarwan Danim Sugeng Juwono Mardihusodo Suhermanto, Suhermanto Sukresna, Yobi Susanto, Amin Sutanto Sutarto Sutarto Sutoyo, Muhammad Rayhan Suyud Warno Utomo Syafii, Muhammad Lukman Tamri, Tamri Teti Syahrulyati, Teti Toto Supriyanto Tri Aminingsih Trianingtyas, Laela Ufianah, Ufianah Uswatun Hasanah, Laili Wahidudin, Wahidudin Wawan Nugroho Wawan Shokib Rondli Winaro, Bowo Wiyati, Indar Yulian Syahputri Yusgiantoro, Purnomo Zahra, Mutiara Zuhri, Moh Sayful