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All Journal Tunas Geografi Jurnal Ilmu Pertanian KULTIVAR Aquacoastmarine Jurnal Ilmiah Flash Jurnal Masharif al-Syariah: Jurnal Ekonomi dan Perbankan Syariah Benchmarking: Jurnal Manajemen Pendidikan Islam Jurnal Serambi Engineering Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Kolaboratif Sains PERTANIAN TROPIK JURNAL ILMIAH PENDIDIKAN KEBUDAYAAN DAN AGAMA Global Forest Journal CSRID ETHOS: Jurnal Penelitian dan Pengabdian kepada Masyarakat
Zulkifli Nasution
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Pendekatan Filsafat Ilmu Terhadap Perkembangan Deep Learning dalam Perspektif Aksiologi: Philosophy of Science Approach to the Development of Deep Learning in Axiological Perspective Akbar, Muhammad Barkah; Wahyuni, LInda; Budi Triandi; Muhammad Zarlis; Zulkifli Nasution
CSRID (Computer Science Research and Its Development Journal) Vol. 15 No. 1: February 2023
Publisher : LPPM Universitas Potensi Utama

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Abstract

Deep learning is part of the most popular artificial intelligence (AI) technology among the public where this research aims to assist in solving problems. This study discusses the relationship between the philosophy of science and the correlation of axiology on the development of deep learning. This study uses library research by collecting literature studies, analyzing data, describing the contents of the problem, concluding the problem, providing conclusions and suggestions. The basis for implementing knowledge about deep learning can recognize objects or sounds with the science under study and the correlation between axiology and the development of deep learning trials, the need for deep learning in an increasingly complex society becomes the basis for developing systems where data processing is carried out in more detail. and produce the correctness according to the algorithm that has been inputted. The research discussed also provides suggestions for guidance on the development of deep learning science on the development of axiology related to the philosophy of science in the implementation of deep learning systems on the development of science and technology in the field of computers.
Implementation of Hydroponics and Fish Cultivation in The Bucket (BUDIKEMBER) for Detecting Insect Biodiversity in Medan City, North Sumatra Siregar, Ameilia Zuliyanti; Tulus; Zulkifli Nasution; Nismah Panjaitan
ETHOS: Jurnal Penelitian dan Pengabdian kepada Masyarakat Vol. 13 No. 2 (2025): (Juni, 2025) Ethos: Jurnal Penelitian Dan Pengabdian Kepada Masyarakat (Sains
Publisher : UPT Publikasi Ilmiah UNISBA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29313/ethos.v13i2.4556

Abstract

The community service activity was carried out by the community service team under the International Cooperation Service Scheme of the Community Service Research Institute (LPPM) of the University of Sumatera Utara (USU) by inviting the Pujakesuma community, family welfare empowerment, and the community at Griya Nusa Tiga, aiming to introduce and implement hydroponic and fish cultivation in the bucket (Budikdamber) techniques to participants through lectures and practical training sessions. The community services were conducted from August to September 2024, involving 40 respondents from Griya Nusa Tiga Complex, Medan, North Sumatra. Research data was obtained through field observations, data collection, and interviews. The hydroponic systems applied to mustard greens and kale demonstrated advantages in terms of shorter harvest times and efficient yields; meanwhile, cultivating catfish in a bucket with the benefit of kale insects in the system improved plant quality and productivity, reduced pesticide use, and lowered production costs. The training also included hands-on practice, nutrient and water management, and result evaluation, allowing 40 participants to analyze challenges and solutions. Overall, the activity contributed to environmental sustainability, supporting community development through more efficient and eco-friendly practices with significant economic and ecological benefits.
Assesstment of soil organic carbon in mangrove area, Pante Bayam- Aceh Harefa, Meilinda Suriani; Eling Tuhono; Zulkifli Nasution; Arida Susilowati; Rifqi Ulfah Nikmah; Fitra Yuda Pratama
Global Forest Journal Vol. 3 No. 02 (2025): Global Forest Journal
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32734/gfj.v3i02.21778

Abstract

Pante Bayam is one of natural mangrove area in Aceh Province. Due toanthropogenic activities such as fishpond, the area become degradated. This studyaims to analyze soil organic carbon (SOC) stock based on soil depth and texturecharacteristics at several observation points in the study area. Data were collectedfrom seven sample locations with four categories of soil depth: 0–15 cm, 15–30cm, 30–50 cm, and 50–100 cm. The results showed that the highest carbon stockwas found at a depth of 50–100 cm, reaching 159.1 Mg C/ha, while the 15–30 cmlayer had the lowest carbon stock. This indicates that the subsoil plays a significantrole in long-term carbon storage. The distribution of carbon stocks also variedbetween locations, where PB04 and PB07 showed the highest values, while PB05and PB06 showed the lowest. Correlation analysis showed a positive relationshipbetween clay content and soil carbon stock, indicating that fine soil texturesupports carbon accumulation through the formation of stable aggregates. Thesefindings emphasize the importance of soil management that considers soil depthand physical characteristics to increase the potential for climate change mitigationthrough sustainable soil carbon storage
Co-Authors ABDUL RAUF Agus Purwoko Akbar, Muhammad Barkah Ameilia Zuliyanti Siregar Anton Syahputra Siregar Arida Susilowati Iswanto Budi Triandi Che Salmah Md. Rawi Christina Sagala Delvian Delvian Delvian Ibrahim Dicki Gerhandoko Dwi Aulia Alwi Eling Tuhono Fauziah Lubis Fitra Yuda Pratama Fitra Yuda Utama Friska Silitonga Gita Nasrani Sembiring Hafsah Hafsah Harefa, Meilinda Suriani Huria Marnis Ida Ayu Putu Sri Widnyani kemala sari lubis Khadijah El Ramija Khairatun Nisa' Melinda Suriani Harefa Muhammad Zarlis Muliadi Muliadi Nandani Zahara Mahfuzah Nismah Panjaitan Rahmawaty Rahmawaty Reinhard Simamora Riah Ukur Ginting Rifqi Ulfah Nikmah Shanti Desima Simbolon Suhardi, Silvira Sultan Akbar Habibullah Tulus Wahyuni, Linda Yunasfi Djayus