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Menampilkan 1581–1590 dari 13310 artikel
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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Comparative Performance of GLMM and GEE for Longitudinal Beta Regression in Economic Inequality Modelling
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
Due to the shortcomings of conventional Gaussian methods, specialized models are frequently needed for longitudinal data analysis with bounded outcomes, such as the Gini ratio. In order to model economic inequality in Indonesia, this study compares the effectiveness of Generalized Linear Mixed Models (GLMM) and Generalized Estimating Equations (GEE) for beta-distributed longitudinal data. Root Mean Square Error (RMSE) and pseudo R-squared values are used to assess model performance using panel d...
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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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Comparative Analysis of Observed and Empirical Rainfall Distribution for Flood Hydrograph Modeling
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
Flood disasters in Indonesia are persistent challenges during the rainy season, primarily due to intense rainfall and inadequate flood control. This study evaluates hourly rainfall to characterize hydrology and predict flood discharge more accurately, benefiting water infrastructure planning. The research used modified Mononobe methods, observational data, and rainfall-runoff modeling, including HEC-HMS simulations with the SCS-CN unit hydrograph. Observed rainfall simulated a flood discharge of...
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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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Pelatihan Perawatan Tubuh Sebagai Upaya Pemberdayaan dan Keterampilan Massage Lulur Bagi Penerima Manfaat di Panti Pelayanan Sosial PGOT Mardi Utomo
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 2
(2025)
This community service is a form of collaboration between the PGOT Mardi Utomo Social Service Center and AKS Ibu Kartini Semarang. Implementation of Vocational or skills guidance program activities as an effort to empower the potential of human resources in the Mardi Utomo social service center (PPS) beggars homeless and displaced people (PGOT) in order to build social functioning of community life for beneficiaries towards independence in the field of Body Care. The purpose of this activity is...
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Identification of Disaster Mitigation Learning Implementation in Pembina Kindergarten, Gorontalo Regency
Paudia
Vol 14
, No 3
(2025)
Disaster mitigation needs to be introduced in early childhood education institutions.This study was motivated the high disaster risk in Gorontalo Regency, while disaster preparedness education in early childhood centers remains incomplete. This qualitative research aims to identify disaster mitigation learning at TK Pembina Limboto, located in Limboto Village, Gorontalo Regency. The study involved eight teachers as participants. Data were collected through in-depth interviews and analyzed using...
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Hubungan Transformasi Digital SDM dengan Resiliensi Organisasi Melalui Moderasi Kepemimpinan Digital dan Budaya Inovasi
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 3
(2025)
This study examined the relationship between digital transformation factors (innovation culture, digital leadership, and digital transformation of human resources) and organizational resilience in Indonesian higher education institutions. The research method employed Structural Equation Modeling (SEM) with a Partial Least Squares (PLS) approach using SmartPLS 4, involving validation of the measurement and structural models through bootstrapping procedures. The findings indicated that all seven h...
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Penguatan Sekolah Ramah Anak Melalui Pelatihan Membuat Kerajinan Kawat Bulu Untuk Menumbuhkan Karakter Peserta Didik di MI Muhammadiyah Beji
Universitas Slamet Riyadi Surakarta, Hamdani Putri Fadila
; Universitas Slamet Riyadi Surakarta, Oktiana Handini
; Universitas Slamet Riyadi Surakarta, Delvinka Putri Valentina
The Community
Vol 2
, No 2
(2025)
Kegiatan ini merupakan bagian dari program kerja Kuliah Kerja Nyata (KKN) yang bertujuan untuk memperkuat
lingkungan sekolah ramah anak di MI Muhammadiyah Beji. Cara yang digunakan adalah dengan memberikan
bimbingan dalam membentuk karakter peserta didik melalui penguatan nilai-nilai sikap positif seperti tolong
menolong, saling menghargai, tidak mengejek, serta tidak membully. Nilai-nilai ini ditekankan agar menciptakan
suasana sekolah yang aman, nyaman, dan mendukung perkembangan emosional ser...
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Pendampingan Program Sekolah Ramah Anak Melalui Kerajinan Tangan Ecoprinting di SDN 02 Beji: Upaya Meningkatkan Kreativitas dan Karakter Peserta Didik di SDN 02 Beji
Tuffahati, Choirunisa Sausan
; Handini, Oktiana
; Universitas Slamet Riyadi Surakarta, Tiara Wahyu Larasati
The Community
Vol 3
, No 1
(2025)
The Child Friendly School Program assistance activities were carried out at SDN 02 Beji by providing ecoprintingbased handicraft training. The purpose of this program is to improve student ability and creativity in creating innovative products that have economic value. In this activity, students were given direct guidance in making ecoprint totebags using mashing techniques with natural materials such as leaves as colorants. This method was chosen because it is environmentally friendly and in ac...
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