An Innovative Method for Estimating Air Temperature in Biskra Using Weather and Air Pollution

Chabane, Foued; Arif, Ali; Guettaf, Abderrazak

doi:10.2478/eces-2025-0012

References

Fan J, Wu L, Zhang F, Cai H, Wang X, Lu X, et al. Evaluating the effect of air pollution on global and diffuse solar radiation prediction using support vector machine modeling based on sunshine duration and air temperature. Renew Sust Energy Rev. 2018;94:732-47. DOI: 10.1016/j.rser.2018.06.029.
Search in Google Scholar Back to article
Kalisa E, Fadlallah S, Amani M, Nahayo L, Habiyaremye G. Temperature and air pollution relationship during heatwaves in Birmingham, UK. Sust Cities Soc. 2018;43:111-20. DOI: 10.1016/j.scs.2018.08.033.
Search in Google Scholar Back to article
Lee W, Choi HM, Kim D, Honda Y, Guo Y-LL, Kim H. Synergic effect between high temperature and air pollution on mortality in Northeast Asia. Environ Res. 2019;178:108735. DOI: 10.1016/j.envres.2019.108735.
Search in Google Scholar Back to article
Ebrahimi M, Qaderi F. Determination of the most effective control methods of SO₂ pollution in Tehran based on adaptive neuro-fuzzy inference system. Chemosphere. 2021;263:128002. DOI: 10.1016/j.chemosphere.2020.128002.
Search in Google Scholar Back to article
Cabaneros SM, Calautit JK, Hughes BR. A review of artificial neural network models for ambient air pollution prediction. Environ Modelling Software. 2019;119:285-304. DOI: 10.1016/j.envsoft.2019.06.014.
Search in Google Scholar Back to article
Samakosh JD, Mirzaie M. Flash-over voltage prediction of silicone rubber insulators under longitudinal and fan-shaped non-uniform pollution condition. Computers Electrical Eng. 2019;78:50-62. DOI: 10.1016/j.compeleceng.2019.07.004.
Search in Google Scholar Back to article
Amnuaylojaroen T, Macatangay RC, Khodmanee S. Modeling the effect of VOCs from biomass burning emissions on ozone pollution in upper Southeast Asia. Heliyon. 2019;5:e02661. DOI: 10.1016/j.heliyon.2019.e02661.
Search in Google Scholar Back to article
Khatua A, Jana S, Kar TK. A fuzzy rule-based model to assess the effects of global warming, pollution and harvesting on the production of Hilsa fishes. Ecol Informatics. 2020;57:101070. DOI: 10.1016/j.ecoinf.2020.101070.
Search in Google Scholar Back to article
Blanes-Vidal V, Cantuaria ML, Nadimi ES. A novel approach for exposure assessment in air pollution epidemiological studies using neuro-fuzzy inference systems: Comparison of exposure estimates and exposure-health associations. Environ Res. 2017;154:196-203. DOI: 10.1016/j.envres.2016.12.028.
Search in Google Scholar Back to article
Masoomeh Z, Abdoulmohammad GC, Feybi AG, Jirí JK. Air pollution prediction using semi-experimental regression model and Adaptive Neuro-Fuzzy Inference System. J Cleaner Prod. 2020;261:121218. DOI: 10.1016/j.jclepro.2020.121218.
Search in Google Scholar Back to article
Achour L, Bouharkat M, Assas O, Behar O. Hybrid model for estimating monthly global solar radiation for the Southern of Algeria (Case study: Tamanrasset, Algeria). Energy. 2017;135:526-39. DOI: 10.1016/j.energy.2017.06.155.
Search in Google Scholar Back to article
Bakirci K. Models for the estimation of diffuse solar radiation for typical cities in Turkey. Energy. 2015;82:827-38. DOI: 10.1016/j.energy.2015.01.093.
Search in Google Scholar Back to article
Rabehi A, Guermoui M, Lalmi D. Hybrid models for global solar radiation prediction: case of study. Int J Ambient Energy. 2020;41:31-40. DOI: 10.1080/01430750.2018.1443498.
Search in Google Scholar Back to article
Belmahdi B, Louzazni M, El Bouardi A. One month-ahead forecasting of mean daily global solar radiation using time series models. Optik - Int J Light Electron Optics. 2020;219:165-207. DOI: 10.1016/j.ijleo.2020.165207.
Search in Google Scholar Back to article
Bixuan G, Xiaoqiao H, Junsheng S, Yonghang T, Jun Z. Hourly forecasting of solar irradiance based on CEEMDAN and multi-strategy CNNLSTM neural networks. Renew Energy. 2020;162:1665-83. DOI: 10.1016/j.renene.2020.09.141.
Search in Google Scholar Back to article
Fen L, Yilun L, Jianping G, Yue W, Ling M, Yang C, et al. Novel models to estimate hourly diffuse radiation fraction for global radiation based on weather type classification. Renew Energy. 2020;157:1222-32. DOI: 10.1016/j.renene.2020.05.080.
Search in Google Scholar Back to article
Liu BYH, Jordan RC. The interrelationship and characteristic distribution of direct, diffuse, and total solar radiation. Solar Energy. 1960;4:1-19. DOI: 10.1016/0038-092X(60)90062-1.
Search in Google Scholar Back to article
Orgill JF, Hollands KGT. Correlation equation for hourly diffuse radiation on horisontal surface. Solar Energy. 1977;19(4):357-9. DOI: 10.1016/0038-092X(77)90006-8.
Search in Google Scholar Back to article
Erbs DG, Klein SA, Duffie JA. Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation. Solar Energy. 1982;28(4):293-302. DOI: 10.1016/0038-092X(82)90302-4.
Search in Google Scholar Back to article
Reindl DT, Beckman WA, Duffie JA. Diffuse fraction correlation. Solar Energy. 1990;45(1):1-7. DOI: 10.1016/0038-092X(90)90060-P.
Search in Google Scholar Back to article
Chabane F. Estimation of direct and diffuse solar radiation on the horisontal plane considering air quality index and turbidity factor in Assekrem, Tamanrasset, Algeria. Air Quality, Atmosphere Health. 2020;13:1505-16. DOI: 10.1007/s11869-020-00904-9.
Search in Google Scholar Back to article
Bensahal D, Yousfi A. A new model to estimate the daily air temperature using the meteorological parameters and global solar radiation. Iran J Sci Technol Trans Mech Eng. 2023;47:1467-74. DOI: 10.1007/s40997-022-00583-0.
Search in Google Scholar Back to article
Chabane F, Moummi N, Brima A. A new approach to estimate the distribution of solar radiation using Linke turbidity factor and tilt angle. Iran J Sci Technol Trans Mech Eng. 2021;45:523-34. DOI: 10.1007/s40997-020-00382-5.
Search in Google Scholar Back to article
Chabane F, Moummi N, Brima A, Moummi A. Prediction of the theoretical and semi-empirical model of ambient temperature. Front Energy. 2016;10:268-76. DOI: 10.1007/s11708-016-0413-y.
Search in Google Scholar Back to article
Su JG, Shahriary E, Sage E, Jacobsen J, Park K, Mohegh A. Development of over 30-years of high spatiotemporal resolution air pollution models and surfaces for California. Environ Int. 2024;193:109100. DOI: 10.1016/j.envint.2024.109100.
Search in Google Scholar Back to article
Liu Y, Liu W, Chen X, Fang R, Deng L. The synergies of air quality monitoring program: Information disclosure and pollution control. J Environ Manage. 2025;375:124258. DOI: 10.1016/j.jenvman.2025.124258.
Search in Google Scholar Back to article
Li Y, Hu W, Jiang Y. How does air pollution affect capital allocation efficiency? Ecol Indicators. 2024;158:111617. DOI: 10.1016/j.ecolind.2024.111617.
Search in Google Scholar Back to article
Dudáš A, Udristioiu MT, Alkharusi T, Yildishan H, Sampath SK. Examining effects of air pollution on photovoltaic systems via interpretable random forest model. Renew Energy. 2024;232:121066. DOI: 10.1016/j.renene.2024.121066.
Search in Google Scholar Back to article
Seesaard T, Kamjornkittikoon K, Wongchoosuk C. A comprehensive review on advancements in sensors for air pollution applications. Sci Total Environ. 2024;951:175696. DOI: 10.1016/j.scitotenv.2024.175696.
Search in Google Scholar Back to article
Chen F, Zhang W, Mfarrej MFB, Saleem MH, Khan KA, Ma J, et al. Breathing in danger: Understanding the multifaceted impact of air pollution on health impacts. Ecotoxicol Environ Safety. 2024;280:116532. DOI: 10.1016/j.ecoenv.2024.116532.
Search in Google Scholar Back to article
Yadav V, Yadav AK, Singh V, Singh T. Artificial neural network an innovative approach in air pollutant prediction for environmental applications: A review. Results Eng. 2024;22:102305. DOI: 10.1016/j.rineng.2024.102305.
Search in Google Scholar Back to article

An Innovative Method for Estimating Air Temperature in Biskra Using Weather and Air Pollution

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