Forecasting PM2.5 concentration using artificial neural network and its health effects in Ahvaz, Iran
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Forecasting PM2.5 concentration using artificial neural network and its health effects in Ahvaz, Iran
Authors
Keywords
Health effects, PM, 2.5, Air quality, Forecasting, Artificial neural network, Iran
Journal
CHEMOSPHERE
Volume 283, Issue -, Pages 131285
Publisher
Elsevier BV
Online
2021-06-19
DOI
10.1016/j.chemosphere.2021.131285
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Premature mortality related to United States cross-state air pollution
- (2020) Irene C. Dedoussi et al. NATURE
- Nanosize inclusions as a fingerprint for aeolian sediments
- (2020) Ali Al-Dousari et al. JOURNAL OF NANOPARTICLE RESEARCH
- Residential green space, air pollution, socioeconomic deprivation and cardiovascular medication sales in Belgium: A nationwide ecological study
- (2020) Raf Aerts et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Health impacts and burden of disease attributed to long-term exposure to atmospheric PM10/PM2.5 in Karaj, Iran: effect of meteorological factors
- (2020) Majid kermani et al. INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY
- Short-term effects of ambient air pollution and cardiovascular events in Shiraz, Iran, 2009 to 2015
- (2019) Zahra Soleimani et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Economic Impact and Risk Assessment of Sand and Dust Storms (SDS) on the Oil and Gas Industry in Kuwait
- (2019) Ali Al-Hemoud et al. Sustainability
- Cardiovascular disease burden from ambient air pollution in Europe reassessed using novel hazard ratio functions
- (2019) Jos Lelieveld et al. EUROPEAN HEART JOURNAL
- Triggering of cardiovascular hospital admissions by source specific fine particle concentrations in urban centers of New York State
- (2019) David Q. Rich et al. ENVIRONMENT INTERNATIONAL
- Association between chronic obstructive pulmonary disease and PM2.5 in Taiwanese nonsmokers
- (2019) Hsu-Chih Huang et al. INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH
- A Systematic Review of the Short-Term Health Effects of Air Pollution in Persons Living with Coronary Heart Disease
- (2019) Darren E. R. Warburton et al. Journal of Clinical Medicine
- Concentrations and health effects of short- and long-term exposure to PM2.5, NO2, and O3 in ambient air of Ahvaz city, Iran (2014–2017)
- (2019) Afsaneh Karimi et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Particulate air pollution in Ho Chi Minh city and risk of hospital admission for acute lower respiratory infection (ALRI) among young children
- (2019) Ly Thi Mai Luong et al. ENVIRONMENTAL POLLUTION
- Changes in the hospitalization and ED visit rates for respiratory diseases associated with source-specific PM2.5 in New York State from 2005 to 2016
- (2019) Philip K. Hopke et al. ENVIRONMENTAL RESEARCH
- Air quality, health impacts and burden of disease due to air pollution (PM10, PM2.5, NO2 and O3): Application of AirQ+ model to the Camp de Tarragona County (Catalonia, Spain)
- (2019) Joaquim Rovira et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Associations between Source-Specific Particulate Matter and Respiratory Infections in New York State Adults
- (2019) Daniel P. Croft et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Sand and dust storm trajectories from Iraq Mesopotamian flood plain to Kuwait
- (2019) Ali Al-Hemoud et al. SCIENCE OF THE TOTAL ENVIRONMENT
- The role of weather conditions and normal level of air pollution in appearance of stroke in the region of Southeast Europe
- (2018) Marijana Knezovic et al. ACTA NEUROLOGICA BELGICA
- Pollen in aeolian dust with relation to allergy and asthma in Kuwait
- (2018) A. M. Al-Dousari et al. AEROBIOLOGIA
- Spatial and Temporal Trends of Short-Term Health Impacts of PM2.5 in Iranian Cities; a Modelling Approach (2013-2016)
- (2018) Philip K. Hopke et al. Aerosol and Air Quality Research
- Outdoor particulate air pollution and indoor renovation associated with childhood pneumonia in China
- (2018) Wei Jiang et al. ATMOSPHERIC ENVIRONMENT
- Long-term trends and health impact of PM 2.5 and O 3 in Tehran, Iran, 2006–2015
- (2018) Sasan Faridi et al. ENVIRONMENT INTERNATIONAL
- Long-term exposure to ambient air pollution (including PM 1 ) and metabolic syndrome: The 33 Communities Chinese Health Study (33CCHS)
- (2018) Bo-Yi Yang et al. ENVIRONMENTAL RESEARCH
- Mortality assessment attributed to long-term exposure to fine particles in ambient air of the megacity of Tehran, Iran
- (2018) Maryam Yarahmadi et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Environmental and economic importance of native plants and green belts in controlling mobile sand and dust hazards
- (2018) A. M. Al-Dousari et al. International Journal of Environmental Science and Technology
- Atmospheric deposition fluxes of 137 Cs associated with dust fallout in the northeastern Arabian Gulf
- (2018) A. Aba et al. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY
- Seasonal statistical analysis of the impact of meteorological factors on fine particle pollution in China in 2013–2017
- (2018) Xuewei Hou et al. NATURAL HAZARDS
- Effects of particulate matter exposure during pregnancy on birth weight: A retrospective cohort study in Suzhou, China
- (2018) Yingying Han et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Long-term exposure to air pollution and the risk of suicide death: A population-based cohort study
- (2018) Jin-young Min et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Water quality prediction using machine learning methods
- (2018) Amir Hamzeh Haghiabi et al. WATER QUALITY RESEARCH JOURNAL OF CANADA
- Potential Micronutrients and Phytochemicals against the Pathogenesis of Chronic Obstructive Pulmonary Disease and Lung Cancer
- (2018) Ting Zhai et al. Nutrients
- Projections in Breast and Lung Cancer Mortality among Women: A Bayesian Analysis of 52 Countries Worldwide
- (2018) Juan Carlos Martín-Sánchez et al. CANCER RESEARCH
- On the chemical nature of precipitation in a populated Middle Eastern Region (Ahvaz, Iran) with diverse sources
- (2018) Abolfazl Naimabadi et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Application of multiple-path particle dosimetry model for quantifying age specified deposition of particulate matter in human airway
- (2018) N. Manojkumar et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Mortality and morbidity due to exposure to particulate matter related to drying Urmia Lake in the NW Iran
- (2018) Amir Mohammadi et al. European Journal of Internal Medicine
- Chemical and organic characteristics of PM2.5 particles and their in-vitro cytotoxic effects on lung cells: The Middle East dust storms in Ahvaz, Iran
- (2018) Gholamreza Goudarzi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Particle deposition in the human lung: Health implications of particulate matter from different sources
- (2018) Qihong Deng et al. ENVIRONMENTAL RESEARCH
- Meteorological correlates and AirQ+ health risk assessment of ambient fine particulate matter in Tehran, Iran
- (2018) Mohsen Ansari et al. ENVIRONMENTAL RESEARCH
- Seasonal analysis of the short-term effects of air pollution on daily mortality in Northeast Asia
- (2017) Satbyul Estella Kim et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Long-term exposure to high air pollution induces cumulative DNA damages in traffic policemen
- (2017) Chaochao Tan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Concentration of air pollutants as toxic matter in urban and rural areas of Ahvaz
- (2017) Abdolkazem Neisi et al. Toxin Reviews
- Types, Indications and Impact Evaluation of Sand and Dust Storms Trajectories in the Arabian Gulf
- (2017) Ali Al-Dousari et al. Sustainability
- Estimation of excess mortality due to long-term exposure to PM2.5 in Japan using a high-resolution model for present and future scenarios
- (2016) Daisuke Goto et al. ATMOSPHERIC ENVIRONMENT
- Chemical composition of PM10 and its in vitro toxicological impacts on lung cells during the Middle Eastern Dust (MED) storms in Ahvaz, Iran
- (2016) Abolfazl Naimabadi et al. ENVIRONMENTAL POLLUTION
- Association of short-term exposure to fine particulate matter and nitrogen dioxide with acute cardiovascular effects
- (2016) Chang-Fu Wu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Airborne castanea pollen forecasting model for ecological and allergological implementation
- (2016) G. Astray et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Temporal profile of PM 10 and associated health effects in one of the most polluted cities of the world (Ahvaz, Iran) between 2009 and 2014
- (2016) Heidar Maleki et al. Aeolian Research
- A comparison of health impacts assessment for PM 10 during two successive years in the ambient air of Kermanshah, Iran
- (2016) Mohammad Bagherian Marzouni et al. Atmospheric Pollution Research
- Satellite-Based Estimates of Long-Term Exposure to Fine Particles and Association with Mortality in Elderly Hong Kong Residents
- (2015) Chit Ming Wong et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Ambient Air Pollution Exposure Estimation for the Global Burden of Disease 2013
- (2015) Michael Brauer et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Optimization of Bauhinia monandra seed oil extraction via artificial neural network and response surface methodology: A potential biofuel candidate
- (2015) Aramide M. Akintunde et al. INDUSTRIAL CROPS AND PRODUCTS
- Health Impact Assessment of PM10 and PM2.5 in 27 Southeast and East Asian Cities
- (2015) Takashi Yorifuji et al. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE
- Burden of ischemic heart diseases in Iran, 1990-2010: Findings from the Global Burden of Disease study 2010
- (2015) Mostafa Qorbani et al. Journal of Research in Medical Sciences
- Effects of Meteorological Conditions on PM2.5 Concentrations in Nagasaki, Japan
- (2015) Jianhua Wang et al. International Journal of Environmental Research and Public Health
- Temporal and Spatial Simulation of Atmospheric Pollutant PM2.5 Changes and Risk Assessment of Population Exposure to Pollution Using Optimization Algorithms of the Back Propagation-Artificial Neural Network Model and GIS
- (2015) Ping Zhang et al. International Journal of Environmental Research and Public Health
- Risk Factors for Mortality from Acute Lower Respiratory Infections (ALRI) in Children under Five Years of Age in Low and Middle-Income Countries: A Systematic Review and Meta-Analysis of Observational Studies
- (2015) Michela Sonego et al. PLoS One
- Effects of fine particles on children’s hospital admissions for respiratory health in Seville, Spain
- (2015) María de P. Pablo-Romero et al. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION
- Air Pollution and Acute Respiratory Infections Among Children 0–4 Years of Age: An 18-Year Time-Series Study
- (2014) Lyndsey A. Darrow et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- An Integrated Risk Function for Estimating the Global Burden of Disease Attributable to Ambient Fine Particulate Matter Exposure
- (2014) Richard T. Burnett et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- The impact of desert dust exposures on hospitalizations due to exacerbation of chronic obstructive pulmonary disease
- (2014) Alina Vodonos et al. Air Quality Atmosphere and Health
- A Multi-Year Aerosol Characterization for the Greater Tehran Area Using Satellite, Surface, and Modeling Data
- (2014) Ewan Crosbie et al. Atmosphere
- Development of experimental design approach and ANN-based models for determination of Cr(VI) ions uptake rate from aqueous solution onto the solid biodiesel waste residue
- (2013) M. Shanmugaprakash et al. BIORESOURCE TECHNOLOGY
- Desert dust and human health disorders
- (2013) Andrew S. Goudie ENVIRONMENT INTERNATIONAL
- Long-term air pollution exposure and cardio- respiratory mortality: a review
- (2013) Gerard Hoek et al. Environmental Health
- Comparison of particulate matter dose and acute heart rate variability response in cyclists, pedestrians, bus and train passengers
- (2013) Marguerite Nyhan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Magnetism of outdoor and indoor settled dust and its utilization as a tool for revealing the effect of elevated particulate air pollution on cardiovascular mortality
- (2012) Diana Jordanova et al. GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS
- The role of meteorology on different sized aerosol fractions (PM10, PM2.5, PM2.5–10)
- (2012) St. Pateraki et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Dust storms and the risk of asthma admissions to hospitals in Kuwait
- (2012) Lukman Thalib et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Linking stroke mortality with air pollution, income, and greenness in northwest Florida: an ecological geographical study
- (2012) Zhiyong Hu et al. International Journal of Health Geographics
- Lung Cancer and Cardiovascular Disease Mortality Associated with Ambient Air Pollution and Cigarette Smoke: Shape of the Exposure–Response Relationships
- (2011) C. Arden Pope et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Artificial neural network model of the relationship between Betula pollen and meteorological factors in Szczecin (Poland)
- (2011) Małgorzata Puc INTERNATIONAL JOURNAL OF BIOMETEOROLOGY
- The evaluation of PM10, PM2.5, and PM1 concentrations during the Middle Eastern Dust (MED) events in Ahvaz, Iran, from april through september 2010
- (2011) A. Shahsavani et al. JOURNAL OF ARID ENVIRONMENTS
- Ambient particulate air pollution and acute lower respiratory infections: a systematic review and implications for estimating the global burden of disease
- (2011) Sumi Mehta et al. Air Quality Atmosphere and Health
- Ecological Analysis of Long-Term Exposure to Ambient Air Pollution and the Incidence of Stroke in Edmonton, Alberta, Canada
- (2010) Julie Y.M. Johnson et al. STROKE
- A hyperbolic model for the effects of urbanization on air pollution
- (2009) E. Barbera et al. APPLIED MATHEMATICAL MODELLING
- Evaluation of atmospheric Poaceae pollen concentration using a neural network applied to a coastal Atlantic climate region
- (2009) F.J. Rodríguez-Rajo et al. NEURAL NETWORKS
- 3-Day-Ahead Forecasting of Regional Pollution Index for the Pollutants NO2, CO, SO2, and O3 Using Artificial Neural Networks in Athens, Greece
- (2009) Konstantinos P. Moustris et al. WATER AIR AND SOIL POLLUTION
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started