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Artificial Neural Network-Based Forecasting of Rice Yield Using Environmental and Agricultural Data
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
This study presents a high-accuracy predictive model for rice production in Indonesia using Artificial Neural Networks (ANN), achieving an R² of 98.11%, Mean Absolute Error (MAE) of 0.0966, and Mean Squared Error (MSE) of 0.0189. Climate variability remains a significant challenge to rice cultivation in regions like Malang City, where unpredictable environmental factors such as rainfall, temperature, and humidity hinder effective crop planning and yield estimation. To address this, we developed...
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Evaluating the Role of Extractives in Biomass Pyrolysis for Enhanced Hydrogen Syngas Production
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
This study explores how extractive content in lignocellulosic biomass affects syngas quality during fixed-bed pyrolysis-gasification, specifically focusing on hydrogen (H₂) concentration. While woody biomass is a known energy source, the link between its non-structural organic compounds (extractives) and H₂ in syngas is often overlooked. We investigated teak, coconut, and jackfruit wood to understand this influence and optimize temperature for better biomass-to-hydrogen conversion. An MQ-8 senso...
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An Artificial Neural Network Approach for Predicting Pavement Distress: A Case Study Toward Sustainable Road Maintenance
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
The Surface Distress Index (SDI) is a crucial parameter to consider when determining road conditions as part of an effective maintenance strategy. This study aims to develop an SDI prediction model using road surface distress data to enhance maintenance planning. The developed Artificial Neural Network (ANN) model resulted in an optimal structure with two hidden layers comprising 6 neurons and 4 neurons, respectively. The model was trained using two years of surface distress data collected from...
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Biosorption of Chromiun in Batik Wastewater Using SCOBY Microbial Biomass: A Sustainable Bioremediation Approach
Nur Lu’lu Fitriyani
; Dina Adelia
; Slamet Budiyanto
; Ristiawati
; Jaya Maulana
; Muhammad Choiroel Anwar
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
Batik wastewater poses an environmental threat due to hazardous heavy metals like lead, cadmium, and chromium (Cr). This study investigated the effectiveness of SCOBY (Symbiotic Culture of Bacteria and Yeast), a microbial consortium from kombucha production, in reducing Cr levels in batik wastewater. SCOBY is a promising biosorbent for heavy metals. The research aimed to assess SCOBY's ability to decrease Cr contamination in different types of batik wastewater (hand-drawn, stamped, and printed)...
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HUBUNGAN ANTARA RELIGIUSITAS DENGAN PSYCHOLOGICAL WELL-BEING PADA SISWA KELAS XII SMKN 1 SRAGEN
Jurnal Talenta Psikologi
Vol 14
, No 2
(2025)
Kondisi psychological well-being (PWB) yang tidak diperhatikan pada remaja memiliki kemungkinan besar terhadap kenakalan remaja. Berdasarkan data dari Badan Pusat Statistika Indonesia, angka kenakalan remaja terus meningkat setiap tahun. Menurut ahli dan penelitian lain menjelaskan salah satu faktor dari PWB adalah religiusitas. Oleh karena itu penting untuk mengetahui tingkat religiusitas serta PWB terlebih pada siswa kelas XII yang lebih rawan terkena stress. Tujuan penelitian ini untuk menguj...
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ANALISIS PENGUKURAN TINGKAT KEPUASAN PENGGUNA APLIKASI GOJEK KHUSUS DRIVER MENGGUNAKAN METODE END USER COMPUTING SATISFACTION (EUCS) DI SURAKARTA
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
This study aims to analyze the level of user satisfaction among Gojek drivers in Surakarta by employing the End User Computing Satisfaction (EUCS) method. The research addresses various operational issues experienced by drivers, such as sudden performance drops, delayed Gopay balances, and missing customer addresses. The EUCS model evaluates satisfaction across five dimensions: content, accuracy, format, ease of use, and timeliness. Data was collected through questionnaires distributed to active...
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The Use of Rajagita Media (Digital Javanese Script) in Learning to Write Javanese Script
Kawruh: Journal of Language Education, Literature and Local Culture
Vol 7
, No 1
(2025)
Javanese script is a cultural heritage of the Indonesian nation that has high historical, philosophical, and aesthetic value. However, in the context of education, student interest in learning Javanese script is still relatively low. Low student interest results in low Javanese script writing skills in students. Lack of Javanese script writing skills results in low student learning outcomes. This occurs because students have difficulty distinguishing the form of Javanese script that is almost si...
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PEMANFAATAN MEDIA SOSIAL SEBAGAI SARANA PROMOSI KAMPUNG WISATA BATIK KEDUNGGUDEL DI KABUPATEN SUKOHARJO
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 11
, No 2
(2025)
Social media provides many benefits to its users. A variety of information is available. One of them is tourist information about Kedunggudel Batik Village in Kenep Village, Sukoharjo Regency. There are several batik artisans, but the ones that still exist today are Batik Ayu Kusuma and Batik Satrio Utomo. Both use Instagram as a promotional medium for their products. The owners of both batik makers are not very skilled in using Instagram. As a result, their batik production are less well-known,...
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MENINGKATKAN DAYA TARIK PEMBELAJARAN INFORMATIKA MELALUI DESAIN VISUAL DENGAN CANVA DI SMA NEGERI 1 BRINGIN KABUPATEN SEMARANG
Wismarini, Theresia Dwiati
; Murti, Hari
; Lestariningsih, Endang
; Redjeki, Rara Sriartati
; Hartono, Budi
; Anwar, Sariyun Naja
; Lusiana, Veronica
; Ardhianto, Eka
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 5
, No 2
(2025)
The rapid development of information technology requires teachers to present learning materials in a creative and visual manner. Informatics teachers at SMA Bringin face challenges in creating visually engaging teaching materials due to limited graphic design knowledge, which results in low student engagement and less effective delivery of content. To address this issue, a community service activity in the form of Canva training for informatics teachers at SMA Bringin was conducted. This activit...
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Model pemberdayaan masyarakat untuk pembangunan berkelanjutan
Susanto, Niken Hapsari Arimurti
; Susanto, Niken Hapsari Arimurti
; Khotimah, Alya Husnul
; Sitanini, Ayu
; Panunggul, Victor Bintang
Perwira Journal of Science & Engineering (PJSE)
Vol 5
, No 2
(2025)
Pembangunan berbasis pemberdayaan masyarakat adalah sebuah konsep pembangunan yang mencakup nilai-nilai sosial. Konsep ini mencerminkan paradigma baru dalam pembangunan yang berfokus pada people centered, participatory, empowering, and sustainable. Pada upaya pemberdayaan masyarakat salah satunya adalah pembangunan desa yang berkelanjutan. Pada era pemerintahan Indonesia saat ini, salah satu prioritas utamanya adalah membangun Indonesia dari pinggiran dengan memperkuat daerah-daerah dan desa-des...
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