Daouda Kone , Souleymane Tuo , Kolotioloma Alama Coulibaly , Bi Tra Olivier Gore , Kouakou Bernard Dje , Mariam Traore , Boko Aka
{"title":"Assessment of wind potential energy of four major cities in Cote d’ivoire using satellite data from 2015 to 2022","authors":"Daouda Kone , Souleymane Tuo , Kolotioloma Alama Coulibaly , Bi Tra Olivier Gore , Kouakou Bernard Dje , Mariam Traore , Boko Aka","doi":"10.1016/j.jksus.2024.103579","DOIUrl":"10.1016/j.jksus.2024.103579","url":null,"abstract":"<div><div>In Côte d’Ivoire, the use of renewable energy is becoming a major challenge in the context of climate change and global warming. Therefore, the aim of this study is to characterize the wind profile for potential energy in Abidjan, Man, Bouaké and Korhogo of Côte d’Ivoire using satellite data. Wind speed and direction data from Copernicus Centre from 2015 to 2022 are used for these major cities. The frequency method is used to build wind rose and power density formula to estimate the potential energy for each city, at ground level (10 m) and in particular level at 100 m and 500 m. The results showed a slightly wind speed and direction variation from 2015 to 2022. This suggests that wind has a seasonal (wet and dry) evolution over the year. However, wind speeds increase for each city with the altitude. The higher average wind speed is observed in Abidjan with a power density of 58 W/m<sup>2</sup>. The lower wind speed and power density are observed in Man, Bouaké and Korhogo. So, the coastline of Côte d’Ivoire has the higher wind energy resource than the inland regions of the country.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103579"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143153528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mubin Mustafa Kiyani , Sarah Sadiq , Maria Sarfraz , Chanda Javed , Maisra Azhar Butt , Hassan Burair Abbas , Hamza Rehman , Syed Ali Imran Bokhari
{"title":"Therapeutic potential of Chemogenic Iron oxide Nanoparticles, its antioxidant and anti-Inflammatory effects with reduction of ankle joint swelling in BALB/c mice","authors":"Mubin Mustafa Kiyani , Sarah Sadiq , Maria Sarfraz , Chanda Javed , Maisra Azhar Butt , Hassan Burair Abbas , Hamza Rehman , Syed Ali Imran Bokhari","doi":"10.1016/j.jksus.2024.103556","DOIUrl":"10.1016/j.jksus.2024.103556","url":null,"abstract":"<div><div>Background: Gout is a form of inflammatory arthritis caused by excessive deposition of uric acid in the body and joints. Prolonged administration of uric acid lowering drugs have multiple side effects. Objectives: To investigate the antioxidant and anti-gout properties of iron oxide nanoparticles in hyperuricemic gouty mice. Methodology: Sol-Gel precipitation technique was used for chemogenesis of Iron oxide nanoparticles by using Ferrous Chloride (FeCl2) and Ferric chloride (FeCl3). Characterization was carried out by X-ray diffraction, SQUID magnetization, scanning electron microscopy(SEM) and energy-dispersive X-ray spectroscopy(EDX). Monosodium Urate crystals (MSUC) induced gout into the ankle joint of the mice. Iron oxide nanoparticles were orally administrated to the mice. To study the impact of Iron oxide nanoparticles biochemical analysis like total protein, antioxidant activity, and ankle diameter were conducted. Results: Results showed that oral administration of iron oxide nanoparticles had a beneficiary impact on gouty mice. The antioxidant activity were significantly improved by increasing levels of thiobarbituric acid reactive substance and reactive oxygen species in treated group with 250 mg/kg of body weight of iron oxide nanoparticles. Ankle diameter and levels of total protein were also reduced in treated groups. Conclusion: Current research indicates that Iron oxide nanoparticles have antioxidant as well as anti-gout effects in gouty mice. These results provide credence to the possibility of using Iron oxide nanoparticles as a gout alternative treatment. The potential therapeutic uses of iron oxide nanoparticles in human patients require more investigation.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103556"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143152548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abdelbaset S. El-Sorogy, Khaled Al-kahtany, Talal Alharbi, Saad S. Alarifi
{"title":"Distribution patterns, health hazards, and multivariate assessment of contamination sources of As, Pb, Ni, Zn, and Fe in agricultural soils","authors":"Abdelbaset S. El-Sorogy, Khaled Al-kahtany, Talal Alharbi, Saad S. Alarifi","doi":"10.1016/j.jksus.2024.103489","DOIUrl":"10.1016/j.jksus.2024.103489","url":null,"abstract":"<div><div>Soil heavy metal contamination is a worldwide environmental concern that presents considerable risks to ecosystems, agricultural progress, and human health. This study aims to evaluate the potential environmental and health hazards linked to the presence of arsenic (As), lead (Pb), nickel (Ni), zinc (Zn), and iron (Fe) in agricultural soil in Al Majma’ah governorate, Saudi Arabia. The contamination factor (CF), pollutant load index (PLI), chronic daily intake (CDI), hazard index (HI), and total lifetime cancer risk (LCR) were calculated for 34 soil samples. The results from the CF and PLI analysis demonstrate that the examined soil has a low contamination factor and is free from heavy metal pollution. The average CDI values for adults and children exhibited the following descending order: Fe > Zn > Cu > Pb > As. The highest HI values observed in adults ranged from 0.0375 (Fe) to 0.00019 (Zn), but in children, the range was from 0.3497 (Fe) to 0.0018 (Zn). The hazard index values for heavy metal(loid)s (HMs) in the Al Majma’ah area were all below 1.0, suggesting that residents in the area are not exposed to a significant non-carcinogenic risk. The LCR values ranged from 8.37E−06 to 7.80E-05 for As in both adults and children, and from 7.50E−08 to 6.98E-07 for Pb. The findings indicated a level of risk that was deemed acceptable or tolerable, without any significant adverse health effects.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103489"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142534694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nouh M. Saleh , Ahmed S. Zahran , Ali A. Metwalli , Ezzat M. Awad , Hossam Ebiad , Jameel Al-Tamimi
{"title":"Changes in antioxidants and nutritional properties during germination of soybean","authors":"Nouh M. Saleh , Ahmed S. Zahran , Ali A. Metwalli , Ezzat M. Awad , Hossam Ebiad , Jameel Al-Tamimi","doi":"10.1016/j.jksus.2024.103527","DOIUrl":"10.1016/j.jksus.2024.103527","url":null,"abstract":"<div><div>Soybeans are a valuable source of nutrients and bioactive compounds. However, their nutritional quality can be limited by the presence of antinutrients, such as phytic acid and trypsin inhibitors. Germination is a natural process that can enhance the nutritional value of legumes by reducing antinutrients and increasing the bioavailability of nutrients. The objective of this study was to evaluate the effect of soaking and germination on the antioxidant and nutritional attributes of soybean. Results showed that the germination process led to a significant increase (<em>p</em> ≤ 0.05) in the content of phenolic, flavonoids, and antioxidat activity (%) compounds following the 72-hour germination compared to samples from ungerminated soybeans. Strong correlations were concluded between antioxidant activity and total phenolic (R<sup>2</sup> 0.92), flavonoids (R<sup>2</sup> 0.82), and ascorbic acid (R<sup>2</sup> 0.99). The germination process also enhanced proteases activities, lipase activity, and protein digestibility. Concurrently, there was a significant reduction in phytic acid from 99.20 ± 2.56 to 73.39 ± 0.85, mg/100 g as well as trypsin inhibitors from 5.73 ± 0.116 to 2.91 ± 0.126 mg/g. Germination led to these alterations contributed to an enhancement in the antioxidant and nutritional characteristics of soybean.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103527"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142658812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhaocheng Wang , Xu Li , Muhammad Arif , Jaweria Shamshad , Aimin Wu , Wenyong Zhan , Bilal Ahmad , Nengzhi Tan , Khalid Mashay Al-Anazi , Mohammad Abul Farah , Muhammmad Sadiq Khan
{"title":"Analyzing the impact of phosphorous and nitrogen on Castanopsis sclerophylla early growth stages","authors":"Zhaocheng Wang , Xu Li , Muhammad Arif , Jaweria Shamshad , Aimin Wu , Wenyong Zhan , Bilal Ahmad , Nengzhi Tan , Khalid Mashay Al-Anazi , Mohammad Abul Farah , Muhammmad Sadiq Khan","doi":"10.1016/j.jksus.2024.103517","DOIUrl":"10.1016/j.jksus.2024.103517","url":null,"abstract":"<div><div>Plant growth elements, particularly nitrogen (N) and phosphorus (P) are vital for their growth and development, particularly for understory vegetation and their excess limits the net productivity of terrestrial ecosystems. This study focuses on the understory vegetation responds and adaptation to key essential nutrients under changing climate scenarios in subtropical evergreen broad-leaved forests, still needs research attention. this, we set up an experiment taking four treatments in a 50-year-old <em>Castanopsis sclerophylla</em> secondary forest under (a) control (CK), (b) N, (c) P, and (d) combined N and P addition, applied to natural forest regeneration seedlings of <em>C. sclerophylla</em> attained similar growth parameters of diameter of 3 cm and 10 cm height. In addition, carbon, N, P, and non-structural carbohydrates (NSC) were determined through the anthrone colorimetric approach in different parts of seedlings. Results show that the combined N + P application enhanced the N and P by 14.48 %−140.55 % in the seedlings in both dry and wet seasons, respectively. However, during wet season, the content of NSC in the plant leaves significantly exceeded under P addition. Remarkably, CK showed increased P in the growing season but lower during the dry season. Furthermore, the root starch content of seedlings showed a significant increase under the application of N and P compared to combined N + P, ranging between 45.60 % and 58.70 %. Overall, the plant growth is attributed to N and P intake. The nutrient addition and seasonal variations have a coupled effect on seedling growth as proved in the in the natural open forest experiment. The study outcomes emphasize that the alterations in NSC allocation in the roots and leaves of <em>C. sclerophylla</em> seedlings under N + P addition could enhance their adaptation to future global climate changes, drought conditions, and high N concentrations.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103517"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142658802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A new self-organization of complex networks structure generalized by a new class of fractional differential equations generated by 3D-gamma function","authors":"Ibtisam Aldawish , Rabha W. Ibrahim","doi":"10.1016/j.jksus.2024.103512","DOIUrl":"10.1016/j.jksus.2024.103512","url":null,"abstract":"<div><div>In this note, we suggest a generalization of gamma function to be 3D-gamma function. As a consequence, some special functions are generalized including the Mittag–Leffler function. Moreover, we utilize the generalized Mittag–Leffler to extend the AB-fractional calculus. Examples are introduced to cover our theory. The solvability of abstract Riccati equation is considered, and Hyers–Ulam stability is discovered in the sequel. Based on the new study, we design new stable of Self-organization in complex networks (SOCNs).</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103512"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142658916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sultan Ayoub Meo , Narmeen Shaikh , Metib Alotaibi
{"title":"Association between air pollutants particulate matter (PM2.5, PM10), nitrogen dioxide (NO2), sulfur dioxide (SO2), volatile organic compounds (VOCs), ground-level ozone (O3) and hypertension","authors":"Sultan Ayoub Meo , Narmeen Shaikh , Metib Alotaibi","doi":"10.1016/j.jksus.2024.103531","DOIUrl":"10.1016/j.jksus.2024.103531","url":null,"abstract":"<div><h3>Background</h3><div>Air pollution causes numerous debilitating diseases and premature deaths. This study explores the relationship between air pollutants particulate matter (PM<sub>2.5</sub>, PM<sub>10</sub>), nitrogen dioxide (NO<sub>2</sub>), sulfur dioxide (SO<sub>2</sub>), volatile organic compounds (VOC), ground-level ozone (O<sub>3</sub>) and hypertension (HTN).</div></div><div><h3>Methods</h3><div>The air pollutants and hypertension data were recorded from the “Pub Med, Web of Science, Scopus, and Google Scholar.” We searched the data using the keywords on exposure (air pollutants) and outcome (hypertension). Primarily, 108 documents were selected, and after studying the summaries and complete articles, 28 studies were selected for analysis and discussion. The impact of air pollutants on hypertension was investigated through a compilation of 28 studies, from multiple countries, encompassing a total sample size of 2,540,441.</div></div><div><h3>Results</h3><div>Increased exposure to environmental pollutants PM<sub>2.5</sub> (OR = 1.05; 95 % CI:1.02, 1.08; p < 0.01); PM<sub>10</sub> (OR = 1.25; 95 % CI: 1.04, 1.49; p = 0.02); NO<sub>2</sub> (OR = 1.12; 95 % CI: 1.01, 1.25; p = 0.04); SO<sub>2</sub> (OR = 1.17; 95 % CI:1.04, 1.31; p = 0.02); and VOCs (OR = 2.45;95 % CI:1.36, 4,41; p = 0.01) were significantly associated with increased incidence of HTN. However, O<sub>3</sub> exposure was positive but not significantly linked with an elevated risk of HTN (OR = 1.35; 95 % CI: 0.67, 2,72; p = 0.27).</div></div><div><h3>Conclusions</h3><div>Air pollutants PM<sub>2.5</sub>, PM<sub>10</sub>, NO<sub>2</sub>, SO<sub>2</sub>, and VOC positively and significantly enhanced the risk of hypertension. Environmental pollutants-reducing policies could be a dynamic planned approach to lessen cardiovascular risks in global populations. The strategies such as emission controls, promotion of clean energy sources, and transportation policies, that directly impact air pollution levels will have direct implications on cardiovascular health and decrease the overall occurrence of hypertension in the global population. Additionally, public health campaigns to promote cardiovascular health should incorporate education about the risk of air pollution exposure.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103531"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yongliang Yuan , Qingkang Yang , Jianji Ren , Kunpeng Li , Zhenxi Wang , Yanan Li , Wu Zhao , Haiqing Liu
{"title":"Short-term wind power prediction based on IBOA-AdaBoost-RVM","authors":"Yongliang Yuan , Qingkang Yang , Jianji Ren , Kunpeng Li , Zhenxi Wang , Yanan Li , Wu Zhao , Haiqing Liu","doi":"10.1016/j.jksus.2024.103550","DOIUrl":"10.1016/j.jksus.2024.103550","url":null,"abstract":"<div><div>This study introduces an innovative model, namely IBOA-AdaBoost-RVM, which leverages the Improved Butterfly Optimization Algorithm (IBOA), Adaptive Boosting (AdaBoost), and Relevance Vector Machine (RVM). This model is used to solve the problem of low precision of wind power prediction. Initially, normalization is applied to reduce the influence of varying data dimensions. Subsequently, input variables are determined through the Pearson correlation method. Lastly, the efficacy of the introduced model is assessed across four distinct seasonal monthly data sets. The observed outcomes indicate that the proposed model outperforms other models in terms of evaluation metrics, with the average <em>R<sup>2</sup></em>, <em>RMSE</em>, <em>MAE</em>, and <em>MAPE</em> values across the four datasets being 0.954, 10.403, 7.032, and 0.645, respectively, show that the proposed method has potential in the field of wind power prediction.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103550"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Renu Gupta , Ravi Kumar , Wahidah H. Al-Qahtani , Mostafa A. Abdel-Maksoud
{"title":"Exploring the uncharted: Zinc and phosphate solubilization in Zn-P isolates from wheat rhizosphere inceptisols","authors":"Renu Gupta , Ravi Kumar , Wahidah H. Al-Qahtani , Mostafa A. Abdel-Maksoud","doi":"10.1016/j.jksus.2024.103509","DOIUrl":"10.1016/j.jksus.2024.103509","url":null,"abstract":"<div><div>This research delves into the untapped potential of phosphorous and zinc solubilizing rhizobacteria, known as Zn-P isolates, from wheat rhizosphere inceptisols. A total of thirty rhizosphere soil samples were collected, resulting in recovery of forty unique bacterial isolates. After initial screening, out of forty isolates, recovered on the basis of halozone formation on the nutrient agar medium. four were subjected to biochemical and further molecular identification. Four isolates, identified as <em>Bacillus subtilis</em> (Zn-P-1), <em>Pseudomonas aureginosa</em> (Zn-P-2), <em>Staphylococcus aureus</em> (Zn-P-3), and <em>Methylobacterium organophyllum</em> (Zn-P-4) through a set of 16S rRNA primers, forward (5́- GGATGAGCCCGCGGCCTA-3́) and reverse (5́- CGGTGTGTACAAGGCCCGG-3́), exhibited superior solubilization efficiency of phosphorous and zinc These strains were evaluated via in vitro and pot culture assays. The study found that Zn-P-1 demonstrated the highest zinc solubilization (134.87 mg/l) when ZnO was used as the zinc source as compared to ZnCO<sub>3</sub> and Zn-EDTA as also highest at 72.32 mg/l in CaH<sub>2</sub>PO<sub>4</sub> and lowest at 14.44 mg/l with KH<sub>2</sub>PO<sub>4</sub> using P sources, thus highlighting the role of <em>Bacillus</em> in zinc and phosphorous activity with substrate type. The inoculation of tri-calcium phosphate (TCP) and ZnCO<sub>3</sub>, along with <em>Bacillus</em> and <em>Methylobacterium</em>, led to increased phosphorous and zinc solubilization, uptake, and use efficiency, marking these rhizobacteria as potentially beneficial for nutrient enhancement and PGPR activities in wheat crops grown in inceptisols.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103509"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Estimating time series semiparametric regression model using local polynomial estimator for predicting inflation rate in Indonesia","authors":"Vita Fibriyani , Nur Chamidah , Toha Saifudin","doi":"10.1016/j.jksus.2024.103549","DOIUrl":"10.1016/j.jksus.2024.103549","url":null,"abstract":"<div><div>A model built from a parametric regression model and a nonparametric regression model is called a semiparametric regression (SR) model. The main problem in the SR model is the estimation of the regression function. In this study, we develop the SR model for time series data that is called Time Series Semiparametric Regression (TSSR) model, and discuss estimation of the TSSR model by using local polynomial. Also, we apply it to data of inflation rate (IR) in Indonesia where IR is as response variable, and both IR and money supply in the previous periods are as predictor variables. Next, we compare the results of estimating the IR using the TSSR with the classical method, namely the ARIMA. Also, the TSSR has high accurate criterion for predicting the IR in Indonesia. The results of this study are useful for analyzing Indonesia’s economic growth rate, which is one of the Sustainable Development Goals (SDGs).</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103549"},"PeriodicalIF":3.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143153534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}