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Implementasi Mask R-Cnn Pada Perhitungan Persentase Tutupan Karang Untuk Memantau Ekosistem Terumbu Karang Maretna, Cut Nadilla; Husaini; Haridhi, Haekal Azief; Alkhalis, Naufal; Nur Fadli; Haditiar, Yudi; Nanda, Muhammad; Ulfah, Maria; Kris Handoko; Intan Malayana; Arsa Cindy Safitri
Jurnal Teknologi Informasi dan Ilmu Komputer Vol 12 No 4: Agustus 2025
Publisher : Fakultas Ilmu Komputer, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25126/jtiik.124

Abstract

Terumbu karang memiliki peranan penting bagi kehidupan di laut. Namun, ekosistem terumbu karang sangat rentan mengalami kerusakan karena sejumlah faktor seperti aktivitas manusia, perubahan iklim, lambatnya laju pertumbuhan dan sebagainya. Upaya pelestarian terumbu karang telah dilakukan, namun pemantauan masih minim. Oleh karena itu, pemantauan ekosistem terumbu karang perlu ditingkatkan untuk mengetahui kondisi terumbu karang sebenarnya. Persentase tutupan karang adalah indikator yang perlu diketahui sebagai penentuan tingkat kehidupan terumbu karang. Proses pemantauan terumbu karang saat ini masih dilakukan secara konvensional, sehingga proses pemantauan tidak efisien dan perolehan informasi mengenai persentase tutupan karang membutuhkan waktu yang panjang. Penelitian ini mengimplementasikan algoritma Mask Region Convolutional Neural Network (Mask R-CNN) pada library Detectron2 untuk melakukan deteksi dan segmentasi objek tutupan karang pada ekosistem terumbu karang dengan menggunakan citra terumbu karang sebagai input. Model yang digunakan untuk segmentasi instance pada citra terumbu karang ini dilatih dengan menggunakan backbone Residual Network (ResNet) dan Residual Networks Next (ResNeXt) yang terdapat pada library Detectron2. Model backbone dievaluasi berdasarkan matriks presisi dan recall. Hasil penelitian menunjukkan ResNeXt101-FPN merupakan backbone terbaik dalam menghasilkan segmentasi. Hasil proses segmentasi tersebut kemudian digunakan untuk menghitung persentase tutupan karang. Berdasarkan hasil perhitungan, persentase tutupan karang dengan data yang diuji adalah sebesar 86,06%. Dengan demikian, proses perhitungan persentase tutupan karang untuk memantau ekosistem terumbu karang dapat dilakukan dengan efisien dan informasi mengenai persentase tutupan karang dapat diperoleh dalam waktu yang singkat.   Abstract Coral reefs have an important role for life in the sea. However, coral reef ecosystems are very vulnerable to damage due to a number of factors such as human activities, climate change, slow growth rates and so on. Efforts to preserve coral reefs have been made, but monitoring remains minimal. Therefore, coral reef ecosystem monitoring needs to be enhanced to assess their actual condition. The percentage of coral cover is an indicator that needs to be known as a determination of the life rate of coral reefs. The current coral reef monitoring process is still carried out conventionally, so the monitoring process is inefficient and obtaining information about the percentage of coral cover takes a long time. This study implements the Mask Region Convolutional Neural Network (Mask R-CNN) algorithm in the Detectron2 library to detect and segment coral cover objects in coral reef ecosystems using coral reef images as input. The model used for instance segmentation on coral reef images was trained using the Residual Network (ResNet) and Residual Networks Next (ResNeXt) backbones, which are available in the Detectron2 library. The backbone model is evaluated based on precision and recall matrices. The results show that ResNeXt101-FPN is the best backbone in producing segmentation. The results of the segmentation process are then used to calculate the percentage of coral cover. Based on the calculation results, the percentage of coral cover with the tested data was 86.06%. Thus, the process of calculating the coral cover percentage to monitor coral reef ecosystems can be carried out efficiently and information about the coral cover percentage can be obtained in a short time.
THE EFFECT OF CAPITAL ADEQUACY RATIO, NON PERFORMING LOAN, LOAN TO DEPOSIT RATIO AND SIZE ON FINANCIAL DISTRESS WITH PROFITABILITY AS A MODERATING VARIABLE IN PRIVATE BANKING COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE IN THE PERIOD 2018-2022 Lala Merlita; Darmawati Muchtar; Ahmad Fauzul Hakim Hasibuan; Ghazali Syamni; Jummaini; Husaini
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 6 (2025): MAY
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v4i6.759

Abstract

This study aims to determine how Profitability (ROA) strengthens/weakens the influence of CAR, NPL, LDR, SIZE on financial distress in Private Banking Companies listed on the IDX. This type of research is quantitative descriptive. The population in this study are all private banking companies listed on the Indonesia Stock Exchange. Based on these provisions, the population of this study is 35 Private Banks. The companies selected as samples are 33 private companies. With the results CAR has a significant effect on financial distress in Private Banking Companies listed on the IDX. NPL does not have a significant effect on financial distress in Private Banking Companies listed on the IDX. LDR has a significant effect on financial distress in Private Banking Companies listed on the IDX. SIZE has a significant effect on financial distress in Private Banking Companies listed on the IDX. Profitability (ROA) has a significant effect on financial distress in Private Banking Companies listed on the IDX. Profitability (ROA) cannot moderate the effect of CAR on financial distress in Private Banking Companies listed on the IDX in this study, including in the Moderation Predictor (Predictor Moderation). Profitability (ROA) can moderate the effect of NPL on financial distress in Private Banking Companies listed on the IDX in this study, including in Quasi Moderation. Profitability (ROA) can moderate the effect of LDR on financial distress in Private Banking Companies listed on the IDX in this study, including in Quasi Moderation, Profitability (ROA) can moderate the effect of SIZE on financial distress in Private Banking Companies listed on the IDX in this study, including in Quasi Moderation.
THE INFLUENCE OF THIRD PARTY FUNDS, NON-PERFORMING FINANCING AND PROFIT SHARING ON FINANCING DISBURSEMENT (CASE STUDY AT BANK ACEH SYARIAH) Sahli, Argun; Adnan; Darmawati Muchtar; Husaini; Rico Nur Ilham
Journal of Accounting Research, Utility Finance and Digital Assets Vol. 1 No. 4 (2023): April
Publisher : PT. Radja Intercontinental Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/jaruda.v1i4.72

Abstract

This study aims to analyze the effect of third party funds, non-performing financing and profit sharing on the distribution of financing at PT. Aceh Syariah Bank. Where in this study the distribution of financing is seen from murabahah receivables + profit sharing financing + leasing financing. This study uses a quantitative method with the Autoregressive Distributed Lag (ARDL) approach. This study uses time series data or time series data where this research was conducted during the period 2017 to 2021. The results of this study indicate that third party funds in the short term have no effect on the distribution of non-performing financing in the short term, have a negative and significant effect on distribution of profit-sharing financing in the short term has a positive and significant effect on financing distribution.
Peran Orang Tua Dalam Membentuk Karakter Gen Z Junizar, Junizar; Afni Yan Syah; Siti Nurafifah Qarimah; Husaini
JKA Vol. 1 No. 2 (2024): JKA
Publisher : Bansigom Na Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26811/v6gnyv85

Abstract

Generation Z, who grew up in the digital age, has unique characteristics and is different from previous generations. As digital natives, Gen Z has the ability to utilize technology but tends to lack social sensitivity. This study aims to explore the role of parents in shaping the character of Gen Z that is balanced between technical competence and social care. Qualitative method with literature study was used in this study. The results suggest that parents should be role models in the healthy and responsible use of technology, as well as encouraging Gen Z to engage in social activities. Collaboration between parents and Gen Z is very important to prepare the next generation who are competent and have good social care
Media Pembelajaran Teknologi Permainan Dinding Kata dalam Pembelajaran IPA untuk Meningkatkan Hasil Belajar Siswa Husaini; Cahya, Uci Dwi; Astari, Weni
Journal of Nusantara Education Vol. 5 No. 1 (2025): October 2025
Publisher : Faculty of Education Universitas Nahdlatul Ulama Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57176/jn.v5i1.188

Abstract

 Penggunaan media pembelajaran yang konvensional dan tidak variatif menyebabkan siswa kurang bersemangat dan akan mempengaruhi hasil belajar siswa. Penelitian ini bertujuan untuk mengetahui pengaruh media pembelajaran Wordwall terhadap hasil belajar siswa pada materi perubahan wujud benda alam. Metode penelitian ini adalah metode kuantitatif. Pengambilan sampel menggunakan teknik purposive sampling dengan jumlah sampel sebanyak 41 siswa di SD Negeri Bukit Tiga tahun ajaran 2023/2024, yaitu 21 siswa VA pada kelas eksperimen dan 20 siswa VB pada kelas kontrol. Data dikumpulkan menggunakan soal tes objektif untuk mengukur hasil belajar pada materi perubahan wujud benda alam. Hasil penelitian menunjukkan bahwa terdapat peningkatan hasil belajar siswa setelah pembelajaran menggunakan Wordwall dengan hasil belajar siswa berdasarkan nilai rata-rata posttest untuk kelas eksperimen sebesar 85,71 dan kelas kontrol sebesar 73,75. Hasil uji hipotesis menggunakan uji Mann-Whitney menunjukkan hasil Sig (2-tailed) sebesar 0,003. Nilai Sig (2-tailed) ini < α (0,05). Artinya, terdapat perbedaan skor posttest yang signifikan antara kelas eksperimen dan kelas kontrol. Dapat disimpulkan bahwa terdapat pengaruh media pembelajaran Wordwall terhadap hasil belajar siswa pada materi sistem periodik unsur. Penelitian ini telah memberikan berkontribusi terhadap pembelajaran IPA di SD Negeri Bukit Tiga dan dapat dijadikan sebagai media pembelajaran lainnya untuk meningkatkan kemampuan belajar siswa _______________________________________________________________________________________ Learning can be seen from the atmosphere of the class and the interaction between the teacher and students. The use of conventional and unvaried learning media causes students to be unenthusiastic and will affect student learning outcomes. This research aims to determine the influence of Wordwall learning media on student learning outcomes on the topic of changes in natural appearance. This research method is a quantitative method. Sampling used a purposive sampling technique with a total sample of 41 students at SD Negeri Bukit Tiga for the 2023/2024 academic year, namely 21 VA students in the experimental class and 20 VB students in the control class. Data was collected using objective test questions to measure learning outcomes on changes in natural appearance. The research results showed that there was an increase in student learning outcomes after learning using Wordwall with student learning outcomes based on the average posttest score for the experimental class of 85.71 and the control class of 73.75. As for the results of hypothesis testing using the Mann-Whitney test, there is a Sig (2-tailed) result of 0.003. This Sig (2-tailed) value is < α (0.05). This means that there is a significant difference in posttest scores between the experimental class and the control class. It can be concluded that there is an influence of the Wordwall learning media on student learning outcomes in the periodic system of elements material. This research has contributed to science learning at Bukit Tiga State Elementary School and can be used as another learning medium to improve students' learning abilities.
FIRM VALUE OF ISLAMIC BANKING IN INDONESIA: THE EFFECT OF RISK PROFILE AND INVESTMENT RISK WITH EFFICIENCY AS A MODERATING VARIABLE Ahmad Zubair; Husaini; Jummaini; Hijri Juliansyah
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 10 (2025): SEPTEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v4i10.1187

Abstract

Firm value is a fundamental aspect considered by investors when selecting investment targets. During 2024–2025, the firm value of Islamic banks in Indonesia experienced a decline, thereby motivating this study to examine the determinants of firm value in this sector. Specifically, the research investigates the influence of risk profile and investment risk on firm value, with efficiency serving as a moderating variable. This is a quantitative study based on secondary data obtained from the Indonesia Stock Exchange (IDX) and the Financial Services Authority (OJK). The sample consists of 204 observations covering the period 2021–2025. The findings reveal that the risk profile has no significant effect on firm value, while investment risk has a significant positive effect on the firm value of Islamic banks in Indonesia. Furthermore, efficiency functions as a moderating variable, categorized as a pure moderator, in the relationship between risk profile, investment risk, and firm value.
Analysis of the Quality Clean Water Sources through Geographic Information System Mapping and Geoelectric Methods in Flood-Prone Areas Lenie Marlinae; Danang Biyatmoko; Husaini; Chairul Irawan; Syamsul Arifin; Akhmad R Saidi; Abdi Fithria; Bibin Bintang Andriana; Tien Zubaidah; M. Ratodi; Ammara Ulfa Azizah
JURNAL KESEHATAN LINGKUNGAN Vol. 17 No. 4 (2025): JURNAL KESEHATAN LINGKUNGAN
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jkl.v17i4.2025.351-360

Abstract

Introduction: Astambul Subdistrict in Banjar Regency is classified as a flood-prone area. Such regions tend to experience a decline in clean water quality. In Astambul, no mapping has been conducted regarding clean water quality based on water management and land conditions to improve clean water quality in flood-prone areas. This study aims to analyze the availability of clean water sources in flood-prone areas using geoelectrical methods and Geographic Information Systems (GIS). Methods: This study used a quantitative research design with a cross-sectional method to analyze clean water sources using geoelectric and Geographic Information System (GIS) methods. This study was conducted in five villages in Banjar Regency, South Kalimantan Province. Testing using the geoelectrical method was conducted at five locations in five villages, while the GIS method was used at 30 locations across the five villages. Results and Discussion: The geoelectric method showed that 4 villages had turbid water quality, and 1 village had very turbid water. The GIS (Geographic Information System) method indicated that the parameters for turbidity, iron (Fe), manganese (Mn), and coliforms did not meet the standards. The average values of Dissolved Oxygen (DO), Total Dissolved Solids (TDS), Total Suspended Solids (TSS), and turbidity are 8.03 mg/L, 179.27 mg/L, 0.22 mg/L, and 17.23 NTU, respectively. The average values for pH, iron (Fe), and manganese (Mn) are 6.44, 0.68 mg/L, and 21.02 mg/L, respectively. Conclusion: Based on Geoelectric and Geographic Information System analysis, the Astambul District area has clean water sources that are still below quality standards.
Sosialisasi dan Inovasi Mesin Pengurai Sabut Kelapa Guna Meningkatkan Kualitas dan Produktifitas Industri Sabut Kelapa di Desa Lamnga Kecamatan Mesjid Raya Aceh Besar Bahri, Idal; Pangastuti, Yunida; Husaini; Putra, T. Edisah
Kawanad : Jurnal Pengabdian kepada Masyarakat Vol. 1 No. 1 (2022): March
Publisher : Yayasan Kawanad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56347/kjpkm.v1i1.43

Abstract

The management of the industrial partner practically runs naturally without a touch of technology & good business management. The existence of this coir industry/entrepreneur on the environment is very important. This means that this industry is very helpful to the people in the village, because it absorbs workers. Based on the results of the situation analysis from partner industries, the problem that needs to be solved is that there is no working tool in the form of a reliable coconut coir combing machine, which has a low failure rate for mass decomposed coir. The method offered in this program is the applicative method, meaning that it is approached by scientific methods that apply in the process of designing and manufacturing products or tools. This fiber combing machine has a capacity of 10,000 coconuts per day, or 1250 pieces per hour. This machine will later be donated/given to entrepreneurs/coconut craft industry. The purpose of this activity is to assist partner industries in increasing the production capacity of coconut coir woven between 20-25 times compared to conventional systems. There are still many human resources in the "BUMG Lieue & Angan" coco coir industry who have low education, currently it can be said to be in a quite alarming condition, because new products are starting to get eliminated.
Pembuatan Sepeda Air di Kawasan Wisata Rizwan, Thaib; Chaliluddin; Rizal, Syamsul; Husaini; Thaib, Razali; Muhammad; Zulfahmi, Ilham; Agustina, Imelda; Rahmah, Alvi; Aprilla, Ratna Mutia; Miswar, Edy; Affan, Junaidi M; Setiawan, Ichsan; Prajaputra, Vicky; Rianjuanda; Rahimi, Sayyid Afdhal El
Kawanad : Jurnal Pengabdian kepada Masyarakat Vol. 1 No. 2 (2022): October
Publisher : Yayasan Kawanad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56347/kjpkm.v1i2.48

Abstract

Water bikes can be used as one of the vehicles in water tourism areas such as Ulee Lheue. Water bikes are used as a medium for surface transportation and fishing. Of course, this can increase the enthusiasm of those who visit the tourist destination of Ulee Lheue on weekends and holidays. High enthusiasm can increase the number of tourists, which increases income and sustains the economy of people around Ulee Lheue. Personal watercraft are constructed using fibrous pins or floats, using propeller drives, and using bicycle frames, usually modified. The steering wheel has a plate at the front and is designed to control the direction of rotation (left and right). A good community economy is expected to deliver the goodness of the community itself. Therefore, watercraft manufacturing activities must be carried out in Ulee Lheue. The implementation of this activity takes place in his two phases of implementing the activity, including creating the water bike design and manufacturing the water bike frame. The existence of water bikes can be used as an alternative to water tourism like Ulee Lheue. Water bikes are used as a medium for surface transportation and fishing. Of course, this can increase the enthusiasm of the community to visit her Ulee Lheue, a tourist destination. In fact, this water he slide is a popular ride for visitors wanting to explore lakes, reservoirs, and artificial ponds.
Perawatan Pipa untuk Persawahan Limpok Kabupaten Aceh Besar Ali, Masri; Tajuddin; Iskandar; Akhyar; Syahriza; Husaini; Machdar, Izarul
Kawanad : Jurnal Pengabdian kepada Masyarakat Vol. 2 No. 1 (2023): March
Publisher : Yayasan Kawanad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56347/kjpkm.v2i1.101

Abstract

Charity activities in Limpok Village, Aceh Besar District, Darussalam District, Aceh State. This activity was carried out because there is a small river in the village and the water is not yet available as a source of water for the rice fields. The purpose of this activity is to obtain and distribute rice water to increase farmers' yields. As for the stage of activities, we hold round-table discussions with local residents about the water demand of paddy fields, investigate the locations of PVC pipes, and work with local residents to lay PVC pipes. This activity demonstrates the great enthusiasm of residents to participate in a series of community service activities. As a result of this activity, we succeeded in pumping up water from a small river to the rice fields, which had previously depended on rainwater. This charity should therefore serve as an example for other villages with similar problems and demonstrate the importance of cooperation between communities and government agencies in building and improving the quality of life in the region.
Co-Authors A. Mourad, Khaldoon Abdi Fithria Abdul Rahman Adnan Affan, Junaidi M Afni Yan Syah Afrizal Afrizal Agus Salim Nazar agustina, imelda Ahmad Farhan, Ahmad Ahmad Fauzul Hakim Hasibuan Ahmad Thariq Ahmad Zubair Aiyub Akbar, Devin Akbar, Mufti Akhmad R Saidi Akhyar Ali, Masri ALI, NURDIN Alkhalis, Naufal Alvi Rahmah Amika Putri Amiruddin Ammara Ulfa Azizah Ananda, Ferdika Apriani Pattimura Apriani, Wiwin ARHAMI ARIS MAULANA Arlina Arlina, Arlina Arsa Cindy Safitri Aryanti, Putu Teta Prihartini At-Tharfi’in, Khairunnisa Azzura Bakhtiar, Dandi Bakri, Asri Ady Bibin Bintang Andriana cahya, uci dwi Chairil Akhyar Chairul Irawan Chaliluddin Cut Tria Faradilla Danang Biyatmoko Danang Biyatmoko, Danang Dany Miftahul Ula Darmawati Muchtar Darmawati Mukhtar Dedy Iskandar Dendy K. Pramudito Dianawati, Erika Arum Dinda Mutiara Dwi Selvi Wulandari Edhy, Sarwo Edy Miswar, Edy Eko Suhartono Fazliati Fitrawati Ilyas Ghazali Syamni Ghazali Syamni H.D Lasari, Hadrianti Haditiar, Yudi Haridhi, Haekal Azief Hasanuddin, Iskandar Hepi Boang Manalu Herlina, Beti Hijri Juliansyah Husni Husni Ichsan Setiawan Ichsan Setiawan Idal Bahri Ihsan Ikhsan Nur Ilham Ilham Zulfahmi Intan Malayana ISKANDAR Iswadi Izarul Machdar, Izarul Jeda Jumat Barus Jummaini Junizar, Junizar Karnawi Kamar, Karnawi Khairil Khalid, Zikrul Khoiroh, Ianatul Kris Handoko Laila Qadriah Laily Khairiyati Lala Merlita Lenie Marlinae Lenie Marlinae M Nural Fajri M. Nizar Machmud M. Ratodi Malika Alia Kasta Malika Aliya Kasta Maretna, Cut Nadilla Marhamah Marhamah . Maria Ulfah Maryanti Marzuki Masri Masri Meitria Syahadatina Noor Misbullah, Alim Misrina Muhammad Muhammad Arif Muhammad Daniel Fuat Muhammad Dava Rizki MUHAMMAD RIZAL Muhammad Yusra Muji Endah Palupi, Muji Endah Munira Ulfa Munira, Zaitun Murhaban Muttaqien Nahdalia Nanda, Muhammad Nardi, Masykur Nelly Al Audhah Niko NILAWATI Ninda Safitri Noor Komari Pratiwi, Noor Komari Noviana, Verra Nur Balkis Nur Fadli Nurhasanah Nurlela Pangastuti, Yunida Pradana, Anjas Putra Prajaputra, Vicky Putra, T. Edisah Putri, Adinda Nasa R Saidi, Akhmad Rahimi, Sayyid Afdhal El Rahmatullah Ratna Mutia Aprilla Ratna Sary Razali Thaib Razali Thaib Rianjuanda Rico Nur Ilham Riga Sanjaya Rina Humaira Rio Sahputra Ristati Rizka Rizka, Rizka Rizka Yuli Wahyuni Rizki Fadhilla Roselina Panghiyangan Rosita Sabri Sahli, Argun Salat , Junaidi Sayed Achmady Sayyid Afdhal El Rahimi Setiawati, Cut lilis Sirait, Phichiato Siti Nurafifah Qarimah Sri Rizky Sri Ulfa Junaidah Suhaeri Sumi Kartika Syahputra, Zulfiadi Agus Syahrituah Siregar Syahriza Syamsul Arifin Syamsul Arifin Syamsul Rizal Syarifah Meurah Yuni Tajuddin Tamlicha, Akram Tasya Handayani Terfiadi, Sari Yulis Thaib Rizwan Thaib Rizwan, Thaib Tien Zubaidah Tista Febriani Udink Aulia Umi Kalsum Wahyuddin Wardhiah Waskito, Agung Weni Astari, Weni Wibawa, Aditya Widya Lestari Nst Wulan Agustria Yulizar Yumna, Zaifi Yusra, Syarifah Yuswardi Zahnur ZairinNoor Zulfa Razi Zulfan Zulfikri