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Prediction of Soil Nutrients from Different Soil Textures using Portable Spectrometer and Machine Learning
Himawan, Harki
; Nainggolan, Rut Juniar
; Rakhmadi, Handono
; Djoyowasito, Gunomo
; Ubaidillah
; Nopriani, Lenny Sri
; Al Riza, Dimas Firmanda
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2025)
Soil nutrients, such as nitrogen, phosphorus, and potassium, are critical for plant growth and agricultural productivity. Conventional laboratory methods for measuring these nutrients are accurate but often time-consuming, costly, and environmentally taxing. This study explores the potential of portable visible-near infrared (Vis-NIR) spectrometer combined with machine learning algorithms as a rapid, cost-effective, and eco-friendly alternative for soil nutrient analysis. Soil samples of clay, c...
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Engineering Assessment of Earthquake Resistant Building Code Based on Seismic Load Responses
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2025)
Earthquake-resistant building design is fundamentally aimed at safeguarding life safety while controlling structural damage and preserving post-earthquake functionality under uncertain seismic actions. Although contemporary seismic codes provide detailed procedures for estimating earthquake-induced loads, differences in seismic hazard representation, force distribution rules, and deformation assumptions can lead to considerable variation in predicted structural response. This study presents a co...
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Implementasi Sistem Hidroponik Deep-Flow-Technique (DFT) untuk Pemanfaatan Pekarangan di Desa Mekar Jaya
Badu, Risti Ristianingsih
; Ijonu, Ukhti Nurfajriah Sasmita
; Lukum, Wahidin
; Paputungan, Nursiti Aisyah
; Ajami, Frans Mitran
; Abas, Mamat
; Podungge, Abdul Madjid
; Sahabat, Andi Inar
; Juramang, Risnayanti R.
; Umadji, Nur Inda R.
; Radjak, Karmila Damariani
Jurnal Suara Pengabdian 45
Vol 4
, No 4
(2025)
The utilization of home yard as an alternative food source by using innovation has not been well applied in Melandar Meiland village. Household food security is usually not managed planned. To achieve sustainable use of the yard, this devotion aims to implement the Deep Flow Technique (DFT) hydroponic system. Moreover, the method used in this activity is participation through the observation of initial conditions, socialization and education through extension and discussion, the application of h...
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Edukasi Bijak Memilih: Pengenalan Konsep Kebutuhan dan Keinginan Pada Siswa Sekolah Dasar di SDN 032 Tarakan
Hidayat, Nurul
; Kasmin, Ichelia
; Arismawati H, Sindi
; Maria, Jumi
; Seda, Fansiskus
; Khairunnisa, Khairunnisa
; Naila, Juwita
; Berianti, Gustini
; Peren, Uliperdi
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
This Community Service activity reflects university students' social concern for their environment, particularly in elementary education. The activity was conducted at SDN 032 Tarakan to provide students with an understanding of the differences between needs and wants. The method used was face-to-face socialization, interactively designed through simple material delivery, ice-breaking, and an image classification game. The results showed high student enthusiasm and their ability to correctly cla...
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Hubungan Dukungan Keluarga dan Kualitas Hidup pada Pasien Diabetes Melitus di Rumah Sakit Santa Elisabeth Medan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
Diabetes mellitus is the second leading cause of death worldwide after cardiovascular disease. This condition causes physical and psychological burdens. Quality of life is influenced by various aspects, including the ongoing special needs of diabetes mellitus patients. Family support is a form of assistance provided by family members to provide physical and psychological comfort when someone is ill. This study aims to determine the relationship between family support and quality of life of diabe...
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Analisis Dosis dan Efek Neurofarmakologi Infusa Daun Tamarindus indica (L.) pada Hewan Uji Mencit
Haryanto Haryanto
; Sahrul Gunawan
; Atiqah Ainunnisa' Andy Putri
; Andi Eka Purwanti
; Salsabila Ramadhani
; Hilyah Muthiah
; Saskiah Adiajuns
; Sukma Febrianti sukri
; Nur Aqila Novi Dwiyanti
; Nurul Fazilawati Ode
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
This study aims to investigate the effects of tamarind leaf extract (Tamarindus indica L.) on neuropharmacological activity in mice using calculated percentages of responses based on the parameters PSM, SSSP, DSSP, SL, RO, SM, PSL, and ANA. This research was conducted as a laboratory experiment using a completely randomized design (CRD) with three treatment concentrations: 1%, 2%, and 4%. Observations were performed to assess the percentage of activity produced by each sample concentration, foll...
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Pengaplikasian Algoritma Simple Linear Regression untuk Prediksi Harga Rumah di Jabodetabek Berdasarkan Fitur Lokasi dan Luas Bangunan
Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
; Parhusip, Jadiaman
; Julian, Ary Sigit
; Hidayat, Febrian Nur
; Souk, Jeremy Timothy
; Fakhri, Naufal
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
Penelitian ini menggunakan data sekunder yang telah melalui beberapa proses pra-pengolahan, mencakup penanganan data yang hilang, standarisasi data numerik, serta konversi data kategorikal menggunakan teknik One-Hot Encoding. Sebagian besar data (80%) digunakan dalam tahap pelatihan, sedangkan 20% sisanya digunakan untuk tahap pengujian, sedangkan model diimplementasikan dengan metode LinearRegression() pada library scikit-learn. Hasil evaluasi menunjukkan bahwa model berhasil menangkap hubungan...
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Sistem Informasi Instalasi Kabel Serat Optik Di Kabupaten Bangkalan Menggunakan Model Waterfall
Mukhlis Ainur Rahman
; Nuru Aini
; Nor Halimah
; Siti Nur Khofifah
; Devita Sari
; Naila Nataswa Juniar
; Ahmad Noor Alfinuha Shidiqqi Al Dafian
; Halimah, Nor
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Perkembangan sistem informasi seiring dengan kemajuan teknologi informasi yang signifikan, berperan dalam penyimpanan, pengelolaan, dan pendistribusian informasi. Salah satu contohnya adalah dalam pengelolaan data instalasi kabel serat optik. Dinas Komunikasi dan Informatika Bangkalan, sebagai instansi pemerintah, menghadapi tantangan dalam pencatatan data serat optik yang masih dilakukan secara konvensional menggunakan perangkat lunak Excel. Untuk mengatasi masalah ini, peneliti merancang dan m...
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Constraints on Adopting Land Conservation Technologies Among Cassava Farmers in Volcanic Hillslope Prone to Landslide, Indonesia
Pratiwi, Elok Surya
; Islami, Jihan Dwi
; Purwaningsih, Rina
; Sartohadi, Junun
; Ota, Masahiko
; Hadi, Intan Permata
; Patanduk, Alvince
; Annisa, Hertiyana Nur
; Setio Hadinugroho, Hunggul Yudono
; Setiawan, Ogi
; Nugroho, Bayu Dwi Apri
Forum Geografi
Vol 39
, No 3
(2025)
The adoption of land conservation technologies (LCTs) in smallholder farming systems often remains limited due to diverse, context specific constraints, highlighting the need for localized analyses. This study examines the barriers to LCTs adoption among cassava farmers residing on landslide-prone volcanic slopes in Magelang Regency, Indonesia. A qualitative approach was employed, involving semi-structured interviews with eight low-income farmers. The analysis identifies two key determinants of...
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Flood Risk Analysis Using Spatial Synthetic Population in the Upper Bengawan Solo Watershed, Indonesia
Musiyam, Muhammad
; Jumadi, Jumadi
; Fikriyah, Vidya Nahdhiyatul
; Masruroh, Heni
; Septiyani, Ema Dwi
; Amin, Choirul
; Hadibasyir, Hamim Zaky
; Sattar, Farha
; Nawaz, Muhammad
Forum Geografi
Vol 39
, No 3
(2025)
This study develops a spatial synthetic population (SSP)-based computational model to produce realis-tic, high-resolution flood-risk maps for the Upper Bengawan Solo Watershed. It combines Global Hu-man Settlement (spatial distribution) with local population statistics (attributes). The SSP is created for flood risk mapping in the Upper Bengawan Solo Watershed (BSH) using a 100 m grid from the Global Human Settlement Layer (GHSL) GHS-POP R2023A. Synthetic individuals are strategically placed aro...
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