Maryam Zareshahne

Journal Paper

1. "Integrating Satellite Data and Artificial Intelligence for Air Quality Prediction and Mitigation Strategies: A Case Study of Tehran"
   Mohammad Amin Javadi, armin molaei roudsary, ZAHRA AMIRI, Maryam Zareshahne, zahra barzegar, naghme mobarghaee
   Pollution, Vol. 1, pp.58-70, 2026
2. "Estimation and Modeling of Emission of Greenhouse Gases and Carbon Monoxide in Urban Landfill (Case Study: Aradkooh Landfill, Tehran)"
   Mahdi Rahimi Kondori, Maryam Zareshahne, Mohammad Amin Javadi
   Vol. 51, pp.165-188, 2025
3. "Integration of Sentinel-5P satellite data and machine learning for spatiotemporal prediction of NO2 in Delhi: Impacts of COVID-19 lockdown"
   Mohammad Amin Javadi, Maryam Zareshahne, Amiri Zahra
   Atmospheric Pollution Research, 2025
4. "Modeling PM2.5 concentration in tehran using satellite-based Aerosol optical depth (AOD) and machine learning: Assessing input contributions and prediction accuracy"
   Zahra Amiri, Maryam Zareshahne
   Remote Sensing Applications-Society and Environment, Vol. 38, 2025
5. "Non-Gaussian Misalignment Regression Model Development Based on On-Site and Satellite Meteorological and Air Pollutant Data in Tehran, Iran"
   Maryam Zareshahne, Sara Bourbour, Helia Safarkhanloo
   International Journal of Environmental Research, Vol. 19, 2025
6. "Nitrogen Dioxide Monitoring with Satellite Imagery over Ankara, Turkey"
   Maryam Zareshahne, Mostafa Jazari, Zahra Amiri
   Numerical Methods in Civil Engineering, Vol. 9, pp.61-70, 2024
7. "An Analysis of Primary Contributing Sources to the PM2.5 Composition in a Port City in Canada Influenced by Traffic, Marine, and Wildfire Emissions"
   Seyed Hamid Delbari, Maryam Zareshahne, Vahid Hosseini
   ATMOSPHERIC ENVIRONMENT, Vol. 334, pp.1-18, 2024
8. "Seasonal variation of the chemical content and source identification of PM2.5 in a mixed landuse in Iran"
   Maryam Zareshahne, N. R. Haghighat, V. Hosseini, G. Uzu, A. Taheri, S. Darfeuil, P. Ginot, J.-L. Besombes, M. Pin, J.-L. Jaffrezo, A. Shamloo
   International Journal of Environmental Science and Technology, pp.1-18, 2024
9. "Air Pollution Variation During COVID-19 Pandemic Using Satellite and On-site Measurement Data in Six Provinces in Iran"
   Maryam Zareshahne, Amirhossein Noori, Mehdi Alizade Attar
   Numerical Methods in Civil Engineering, Vol. 9, pp.86-97, 2024
10. "Toxicity of PM2.5 sources based on their chemical profile using source apportionment results in Tehran, Iran"
    Maryam Zareshahne, Mohammad Arhami
    Vol. 49, pp.5-16, 2023
11. "A hybrid deep learning model to forecast air quality data based on COVID-19 outbreak in Mashhad, Iran"
    Maryam Zareshahne, Sezavar Amir, Fatemeh Najibi
    Annals of Civil and Environmental Engineering, Vol. 6, pp.19-25, 2022
12. "Corrigendum to "Particulate emissions of real-world light-duty gasoline vehicle fleet in Iran" [Environ. Pollut. Vol. 292 (2022) (Part A,1) (January 2022), 118303]"
    Maryam Zareshahne, Mohammad Arhami, Imad El Haddad, Gülcin Abbaszade, Jürgen Schnelle-Kreis, Jean-Luc Jaffrezo, André S.H. Prévôt, Mohammad Astaneh, Vahid Hosseini
    ENVIRONMENTAL POLLUTION, Vol. 292, pp.1-11, 2022
13. ""
    Maryam Zareshahne, mohammad Arhami
    Vol. 37, pp.51-58, 2022
14. "Seasonal trends in the composition and sources of PM2.5 and carbonaceous aerosol in Tehran, Iran"
    Mohammad Arhami, Maryam Zareshahne, Vahid Hosseini, Navid Roufigar Haghighat, Alexandra M. Lai, James J. Schauer
    ENVIRONMENTAL POLLUTION, Vol. 239, pp.69-81, 2018
15. "Seasonal trends, chemical speciation and source apportionment of fine PM in Tehran"
    Mohammad Arhami, Vahid Hosseini, Maryam Zareshahne, Mostafa Bigdeli, Alexandra Lai, James J. Schauer
    ATMOSPHERIC ENVIRONMENT, Vol. 153, pp.70-82, 2017
16. "Implementing Spectral Decomposition of Time Series Data in Artificial Neural Networks to Predict Air Pollutant Concentrations"
    Nima Kamali, Maryam Zareshahne, Mohammad Arhami
    ENVIRONMENTAL ENGINEERING SCIENCE, Vol. 32, pp.379-388, 2015

Conference Paper

1. "14th internarional congress on civil engineering"
   Mostafa Jazari, Maryam Zareshahne
   ارزيابي زيست محيطي خودروهاي سبك با سوخت فسيلي و برقي به روش تحليل چرخه عمر در شهر تهران, 2025
2. "14th internarional congress on civil engineering"
   MohammadAref Hamdi, Mohammad Samiepour, Seyed Aref Talebi Shilesar, Maryam Zareshahne
   Data-driven analysis and predictive modeling of Air Quality Index (AQI) using machine learning techniques: a case study of Tehran (district 2), Iran, 2025
3. "14th internarional congress on civil engineering"
   Mostafa Jazari, Maryam Zareshahne
   ارزيابي زيست محيطي خودروي سبك با سوخت فسيلي و برقي به روش تحليل چرحه عمر در شهر تهران, 2025
4. ""
   Maryam Zareshahne, Alireza Rezaee
   Analyses of nationwide renewable energy sources based on artificial intelligence method, case study of Iran, 2024
5. "The Second National Conference on Green Industries Innovation"
   Hasti Fereyduni osalu, Amirhosein Karimi, Maryam Zareshahne, Sina Rabienezhad ganji
   تحولي مهندسي و منطقي در انرژي و مصرف بهينه انرژي, 2024
6. "The second national conference on geography and environmental sustainability (water resources and issues and its prospects in Iran)"
   Sina Rabienezhad ganji, Maryam Zareshahne
   بررسي و تحليل روند و همبستگي رطوبت خاك و بارش با استفاده از سنجش از دور، مطالعه موردي استان هاي ايران, 2024
7. "14th National congress on Civil Engineering"
   Mahdi Kadkani, Amirhossein allahyari, amir abbas samavoki, ali emamgholi, Maryam Zareshahne
   Classification of Air Quality Index (AQI) using satellite data and SVM machine learning algorithm, 2024
8. "The 2nd National and 1st International Conference on Environmental Challenges: Green Industry and Mining"
   Nima Kiani, Maryam Zareshahne
   Investigating and modeling changes in air quality index (case study: Jaipur, India), 2024
9. "The 2nd National and 1st International Conference on Environmental Challenges: Green Industry and Mining"
   Sina Rabienezhad ganji, Maryam Zareshahne
   مدلسازي و پيش بيني غلظت آلاينده هاي هوا به كمك روش هاي يادگيري ماشين, 2024
10. "EGU General Assembly 2024 (EGU 2024)"
    AMIRMOHAMMAD KAFI, seyed mahdi hosseinipour, Maryam Zareshahne, Amirmoez Jamaat
    Integrating Sentinel-5P Satellite Data and Machine Learning Algorithms for Air Quality Index Prediction in Tehran: A Comprehensive Study on Factors Influencing Air Quality, 2024
11. "25 th ETH International Conference on Combustion Generated Nanoparticles"
    Maryam Zareshahne
    Determining the contribution of non-combustion sources by the fine PM source apportionment results in Tehran, Iran, 2022
12. "11th International Congress on Environmental Modelling and Software Brussels."
    Saharsadat Hosseini, Maryam Zareshahne
    Air pollution control methods and environmental impacts of the cement manufacturing industry a case study, 2022
13. "11th International Congress on Environmental Modelling and Software Brussels."
    Maryam Zareshahne, amir seavar, Fatemeh Najibi, Afshin Khoshand
    Automatic Image-based Air Quality Detection based on Deep Convolutional Neural Networks and Histogram Analysis, 2022
14. "11th International Congress on Environmental Modelling and Software Brussels."
    Maryam Zareshahne
    Applying hybrid source apportionment models on fine particulate matters in Tehran, Iran, 2022