Advanced search
Publication Cover
Inhalation Toxicology
International Forum for Respiratory Research
Volume 19, 2007 - Issue sup1
Submit an article Journal homepage
1,722
Views
267
CrossRef citations to date
0
Altmetric
Research Article

A Review of Land-use Regression Models for Characterizing Intraurban Air Pollution Exposure

Patrick H. Ryan Division of Epidemiology and Biostatistics, Department of Environmental Health, University of Cincinnati Medical Center, Cincinnati, Ohio, USA
&
Grace K. LeMasters Division of Epidemiology and Biostatistics, Department of Environmental Health, University of Cincinnati Medical Center, Cincinnati, Ohio, USA
Pages 127-133 | Received 20 Jul 2006, Accepted 24 Nov 2006, Published online: 20 Oct 2008

Citations (267)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (10)

Zhuoming Liu, Yan Lin, Joseph Hoover, Daniel Beene, Perry H. Charley & Neilroy Singer. (2023) Individual level spatial-temporal modelling of exposure potential of livestock in the Cove Wash watershed, Arizona. Annals of GIS 29:1, pages 87-107.
Read now
Bin Zou, Xin Fang, Huihui Feng & Xiang Zhou. (2021) Simplicity versus accuracy for estimation of the PM2.5 concentration: a comparison between LUR and GWR methods across time scales. Journal of Spatial Science 66:2, pages 279-297.
Read now
Seyed Amir Hossein Hassanpour Matikolaei, Helia Jamshidi & Amir Samimi. (2019) Characterizing the effect of traffic density on ambient CO, NO2, and PM2.5 in Tehran, Iran: an hourly land-use regression model. Transportation Letters 11:8, pages 436-446.
Read now
Stefania Bertazzon, Isabelle Couloigner & Fox E. Underwood. (2019) Spatial land use regression of nitrogen dioxide over a 5-year interval in Calgary, Canada. International Journal of Geographical Information Science 33:7, pages 1335-1354.
Read now
Apeksha Aggarwal & Durga Toshniwal. (2019) Detection of anomalous nitrogen dioxide (NO2) concentration in urban air of India using proximity and clustering methods. Journal of the Air & Waste Management Association 69:7, pages 805-822.
Read now
Tiffani A. Fordyce, Megan J. Leonhard & Ellen T. Chang. (2018) A critical review of developmental exposure to particulate matter, autism spectrum disorder, and attention deficit hyperactivity disorder. Journal of Environmental Science and Health, Part A 53:2, pages 174-204.
Read now
Mathieu Carrier, Philippe Apparicio, Yan Kestens, Anne-Marie Séguin, Hien Pham, Dan Crouse & Jack Siemiatycki. (2016) Application of a Global Environmental Equity Index in Montreal: Diagnostic and Further Implications. Annals of the American Association of Geographers 106:6, pages 1268-1285.
Read now
Ellen T. Chang, Hans-Olov Adami, William H. Bailey, Paolo Boffetta, Robert I. Krieger, Suresh H. Moolgavkar & Jack S. Mandel. (2014) Validity of geographically modeled environmental exposure estimates. Critical Reviews in Toxicology 44:5, pages 450-466.
Read now
Tor H. Oiamo, Isaac N. Luginaah, Michael Buzzelli, Kathy Tang, Xiaohong Xu, Jeffrey R. Brook & Markey Johnson. (2012) Assessing the spatial distribution of nitrogen dioxide in London, Ontario. Journal of the Air & Waste Management Association 62:11, pages 1335-1345.
Read now
DominicO. Atari, Isaac Luginaah, Xiaohong Xu & Karen Fung. (2008) Spatial Variability of Ambient Nitrogen Dioxide and Sulfur Dioxide in Sarnia, “Chemical Valley,” Ontario, Canada. Journal of Toxicology and Environmental Health, Part A 71:24, pages 1572-1581.
Read now

Articles from other publishers (257)

María Elisa Quinteros, Carola Blazquez, Salvador Ayala, Dylan Kilby, Juan Pablo Cárdenas-R, Ximena Ossa, Felipe Rosas-Diaz, Elizabeth A. Stone, Estela Blanco, Juana-María Delgado-Saborit, Roy M Harrison & Pablo Ruiz-Rudolph. (2023) Development of Spatio-Temporal Land Use Regression Models for Fine Particulate Matter and Wood-Burning Tracers in Temuco, Chile. Environmental Science & Technology 57:48, pages 19473-19486.
Crossref
Deniz Gerçek & İsmail Talih Güven. (2023) Assessment of Mutual Variation of Near-Surface Air Temperature, Land Surface Temperature and Driving Urban Parameters at Urban Microscale. Sustainability 15:22, pages 15710.
Crossref
Seyedeh Zeinab Shogrkhodaei, Amanollah Fathnia, Seyed Vahid Razavi-Termeh, Sirous Hashemi Dareh Badami & Khalifa M. Al-Kindi. (2023) Application of dynamic spatiotemporal modeling to predict urban traffic–related air pollution changes. Air Quality, Atmosphere & Health.
Crossref
Qi Meng, Jonathan Liu, Jiaqi Shen, Irish Del Rosario, Pascale S.J. Lakey, Manabu Shiraiwa, Jason Su, Scott Weichenthal, Yifang Zhu, Farzan Oroumiyeh, Suzanne E. Paulson, Michael Jerrett & Beate Ritz. (2023) Fine Particulate Matter Metal Composition, Oxidative Potential, and Adverse Birth Outcomes in Los Angeles. Environmental Health Perspectives 131:10.
Crossref
Shuya Fang, Tian Zhou, Limei Jin, Xiaowen Zhou, Xingran Li, Xiaokai Song & Yufei Wang. (2023) Land Use Regression Models for Particle Number Concentration and Black Carbon in Lanzhou, Northwest of China. Sustainability 15:17, pages 12828.
Crossref
Adewemimo Oluwakunmi Popoola, Lukuman Adekilekun Jimoda, Olusesan Abel Olu-Arotiowa, Oyetola Ogunkunle, Opeyeolu Timothy Laseinde, Sunday Adekunle Adebanjo & Wuraola Abake Raji. (2023) Dispersion of PM and VOC pollutants from open burning of municipal solid wastes on host communities: emission inventory estimation and dispersion modelling study. Environmental Science: Atmospheres 3:7, pages 1090-1109.
Crossref
Mahmood Taghavi, Ghader Ghanizadeh, Mohammad Ghasemi, Alessandro Fassò, Gerard Hoek, Kiavash Hushmandi & Mehdi Raei. (2023) Application of Functional Principal Component Analysis in the Spatiotemporal Land-Use Regression Modeling of PM2.5. Atmosphere 14:6, pages 926.
Crossref
Wan Nurul Farah Wan Azmi, Thulasyammal Ramiah Pillai, Mohd Talib Latif, Shajan Koshy & Rafiza Shaharudin. (2023) Application of land use regression model to assess outdoor air pollution exposure: A review. Environmental Advances 11, pages 100353.
Crossref
Odbaatar Enkhjargal, Munkhnasan Lamchin, Jonathan Chambers & Xue-Yi You. (2023) Linear and Nonlinear Land Use Regression Approach for Modelling PM2.5 Concentration in Ulaanbaatar, Mongolia during Peak Hours. Remote Sensing 15:5, pages 1174.
Crossref
Chao Zou, Lin Wu, Yanan Wang, Shida Sun, Ning Wei, Bin Sun, Jingwei Ni, Jing He, Qijun Zhang, Jianfei Peng & Hongjun Mao. (2023) Evaluating traffic emission control policies based on large-scale and real-time data: A case study in central China. Science of The Total Environment 860, pages 160435.
Crossref
Amina Amadou, Delphine Praud, Thomas Coudon, Floriane Deygas, Lény Grassot, Mathieu Dubuis, Elodie Faure, Florian Couvidat, Julien Caudeville, Bertrand Bessagnet, Pietro Salizzoni, Karen Leffondré, John Gulliver, Gianluca Severi, Francesca Romana Mancini & Béatrice Fervers. (2023) Long-term exposure to nitrogen dioxide air pollution and breast cancer risk: A nested case-control within the French E3N cohort study. Environmental Pollution 317, pages 120719.
Crossref
Kousik Das, Nilanjana Das Chatterjee & Raj Kumar Bhattacharya. 2023. Environmental Management and Sustainability in India. Environmental Management and Sustainability in India 369 378 .
Kuna-Chun Chen, Shuo-Fang Lee, Shyang-Woei Lin, Jia-Shan Xie, Yu‐Hsun Chang, Lih-Ming Yiin & Chia-Jung Hsieh. (2022) Associations between residential proximity to agricultural land use as pesticides exposure and birth outcomes. Environmental Science and Pollution Research 30:12, pages 33253-33263.
Crossref
Ashley N.J. Douglas, Angela L. Morgan, Peter J. Irga & Fraser R. Torpy. (2022) The need for multifaceted approaches when dealing with the differing impacts of natural disasters and anthropocentric events on air quality. Atmospheric Pollution Research 13:11, pages 101570.
Crossref
Lisa J. Martin, Vincent Hill, Curtis Maples, Theresa Baker, Shereen Elshaer & Melinda Butsch Kovacic. (2022) Shared Purpose: Leveraging a Community-Academic Partnership to Increase Local Environmental Health Awareness via Community Science. Journal of Participatory Research Methods 3:3, Youth-themed Special Issue.
Crossref
Xin Dong, Shili Yang & Chunxiao Zhang. (2022) Air Pollution Increased the Demand for Gym Sports under COVID-19: Evidence from Beijing, China. International Journal of Environmental Research and Public Health 19:19, pages 12614.
Crossref
Nenad Ruškić, Valentina Mirović, Milovan Marić, Lato Pezo, Biljana Lončar, Milica Nićetin & Ljiljana Ćurčić. (2022) Model for Determining Noise Level Depending on Traffic Volume at Intersections. Sustainability 14:19, pages 12443.
Crossref
Meng Qi, Kuldeep Dixit, Julian D. Marshall, Wenwen Zhang & Steve Hankey. (2022) National Land Use Regression Model for NO 2 Using Street View Imagery and Satellite Observations . Environmental Science & Technology 56:18, pages 13499-13509.
Crossref
Claudia Falzone & Anne-Claude Romain. (2022) Establishing an Air Quality Index Based on Proxy Data for Urban Planning Part 1: Methodological Developments and Preliminary Tests. Atmosphere 13:9, pages 1470.
Crossref
Cong Li, Kang Chen, Kaibo Yang, Jiaxin Li, Yifan Zhong, Honghua Yu, Yajun Yang, Xiaohong Yang & Lei Liu. (2022) Progress on application of spatial epidemiology in ophthalmology. Frontiers in Public Health 10.
Crossref
Esra Suel, Meytar Sorek-Hamer, Izabela Moise, Michael von Pohle, Adwait Sahasrabhojanee, Ata Akbari Asanjan, Raphael E. Arku, Abosede S. Alli, Benjamin Barratt, Sierra N. Clark, Ariane Middel, Emily Deardorff, Violet Lingenfelter, Nikunj C. Oza, Nishant Yadav, Majid Ezzati & Michael Brauer. (2022) What You See Is What You Breathe? Estimating Air Pollution Spatial Variation Using Street-Level Imagery. Remote Sensing 14:14, pages 3429.
Crossref
Erin Flanagan, Anna Oudin, John Walles, Asmamaw Abera, Kristoffer Mattisson, Christina Isaxon & Ebba Malmqvist. (2022) Ambient and indoor air pollution exposure and adverse birth outcomes in Adama, Ethiopia. Environment International 164, pages 107251.
Crossref
No Ol Lim, Jinhoo Hwang, Sung-Joo Lee, Youngjae Yoo, Yuyoung Choi & Seongwoo Jeon. (2022) Spatialization and Prediction of Seasonal NO2 Pollution Due to Climate Change in the Korean Capital Area through Land Use Regression Modeling. International Journal of Environmental Research and Public Health 19:9, pages 5111.
Crossref
Mehdi Ashayeri & Narjes Abbasabadi. (2022) A framework for integrated energy and exposure to ambient pollution (iEnEx) assessment toward low-carbon, healthy, and equitable cities. Sustainable Cities and Society 78, pages 103647.
Crossref
Joyce J.Y. Zhang, Liu Sun, Daniel Rainham, Trevor J.B. Dummer, Amanda J. Wheeler, Angelos Anastasopolos, Mark Gibson & Markey Johnson. (2022) Predicting intraurban airborne PM1.0-trace elements in a port city: Land use regression by ordinary least squares and a machine learning algorithm. Science of The Total Environment 806, pages 150149.
Crossref
Leslie Michele-Ange Kouam Youogo, Marie-Elise Parent, Perry Hystad & Paul J. Villeneuve. (2022) Ambient air pollution and prostate cancer risk in a population-based Canadian case-control study. Environmental Epidemiology 6:4, pages e219.
Crossref
Jiaping Wu, Junyu He & George Christakos. 2022. Quantitative Analysis and Modeling of Earth and Environmental Data. Quantitative Analysis and Modeling of Earth and Environmental Data 431 447 .
. 2022. Quantitative Analysis and Modeling of Earth and Environmental Data. Quantitative Analysis and Modeling of Earth and Environmental Data 477 483 .
Howard H. Chang. 2022. Geospatial Technology for Human Well-Being and Health. Geospatial Technology for Human Well-Being and Health 37 47 .
Yuan Shi, Alexis Kai-Hon Lau, Edward Ng, Hung-Chak Ho & Muhammad Bilal. (2021) A Multiscale Land Use Regression Approach for Estimating Intraurban Spatial Variability of PM2.5 Concentration by Integrating Multisource Datasets. International Journal of Environmental Research and Public Health 19:1, pages 321.
Crossref
Apeksha Aggarwal & Durga Toshniwal. (2021) A hybrid deep learning framework for urban air quality forecasting. Journal of Cleaner Production 329, pages 129660.
Crossref
Ruichen Song, Albert A. Presto, Provat Saha, Naomi Zimmerman, Aja Ellis & R. Subramanian. (2021) Spatial variations in urban air pollution: impacts of diesel bus traffic and restaurant cooking at small scales. Air Quality, Atmosphere & Health 14:12, pages 2059-2072.
Crossref
Ornella Luminati, Bartolomeu Ledebur de Antas de Campos, Benjamin Flückiger, Alexandra Brentani, Martin Röösli, Günther Fink & Kees de Hoogh. (2021) Land use regression modelling of NO2 in São Paulo, Brazil. Environmental Pollution 289, pages 117832.
Crossref
Marshall Lloyd, Ellison Carter, Florencio Guzman Diaz, Kento Taro Magara-Gomez, Kris Y. Hong, Jill Baumgartner, Víctor M. Herrera G & Scott Weichenthal. (2021) Predicting Within-City Spatial Variations in Outdoor Ultrafine Particle and Black Carbon Concentrations in Bucaramanga, Colombia: A Hybrid Approach Using Open-Source Geographic Data and Digital Images. Environmental Science & Technology 55:18, pages 12483-12492.
Crossref
Eric S. Coker, A. Kofi Amegah, Ernest Mwebaze, Joel Ssematimba & Engineer Bainomugisha. (2021) A land use regression model using machine learning and locally developed low cost particulate matter sensors in Uganda. Environmental Research 199, pages 111352.
Crossref
Sakshi Jain, Albert A. Presto & Naomi Zimmerman. (2021) Spatial Modeling of Daily PM 2.5 , NO 2 , and CO Concentrations Measured by a Low-Cost Sensor Network: Comparison of Linear, Machine Learning, and Hybrid Land Use Models . Environmental Science & Technology 55:13, pages 8631-8641.
Crossref
Kadir Ulutaş, Songül Kaskun, Selami Demir, Faruk Dinçer & Hakan Pekey. (2021) Assessment of H2S and BTEX concentrations in ambient air using passive sampling method and the health risks. Environmental Monitoring and Assessment 193:7.
Crossref
Nelson Gouveia, Josiah L. Kephart, Iryna Dronova, Leslie McClure, José Tapia Granados, Ricardo Morales Betancourt, Andrea Cortínez O'Ryan, José Luis Texcalac-Sangrador, Kevin Martinez-Folgar, Daniel Rodriguez & Ana V. Diez-Roux. (2021) Ambient fine particulate matter in Latin American cities: Levels, population exposure, and associated urban factors. Science of The Total Environment 772, pages 145035.
Crossref
Mehdi Ashayeri, Narjes Abbasabadi, Mohammad Heidarinejad & Brent Stephens. (2021) Predicting intraurban PM2.5 concentrations using enhanced machine learning approaches and incorporating human activity patterns. Environmental Research 196, pages 110423.
Crossref
Asmamaw Abera, Ebba Malmqvist, Yumjirmaa Mandakh, Erin Flanagan, Michael Jerrett, Geremew Sahilu Gebrie, Abebe Genetu Bayih, Abraham Aseffa, Christina Isaxon & Kristoffer Mattisson. (2021) Measurements of NOx and Development of Land Use Regression Models in an East-African City. Atmosphere 12:4, pages 519.
Crossref
Andrzej Dulny, Michael Steininger, Florian Lautenschlager, Anna Krause & Andreas Hotho. (2021) Evaluating the multi-task learning approach for land use regression modelling of air pollution. Journal of Physics: Conference Series 1834:1, pages 012004.
Crossref
Dong Luo, Tao Kuang, Ying-Xin Chen, Yong-Hong Huang, Hua Zhang & Yin-Yin Xia. (2021) Air pollution and pregnancy outcomes based on exposure evaluation using a land use regression model: A systematic review. Taiwanese Journal of Obstetrics and Gynecology 60:2, pages 193-215.
Crossref
Jie Song, Suhong Zhou, Jianbin Xu & Lingling Su. (2021) From PM2.5 exposure to PM2.5 risks of inhaled dose in daily activities: Empirical evidence during workdays from guangzhou, China. Atmospheric Environment 249, pages 118224.
Crossref
Saksith Chalermpong, Phathinan Thaithatkul, Ornicha Anuchitchanchai & Patanapong Sanghatawatana. (2021) Land use regression modeling for fine particulate matters in Bangkok, Thailand, using time-variant predictors: Effects of seasonal factors, open biomass burning, and traffic-related factors. Atmospheric Environment 246, pages 118128.
Crossref
Said Munir, Martin Mayfield & Daniel Coca. (2021) Understanding Spatial Variability of NO2 in Urban Areas Using Spatial Modelling and Data Fusion Approaches. Atmosphere 12:2, pages 179.
Crossref
Aghilès Hamroun, Aurore Camier, Jean Joel Bigna & François Glowacki. (2021) Impact of air pollution on renal outcomes: a systematic review and meta-analysis protocol. BMJ Open 11:1, pages e041088.
Crossref
Jieun Kang, Ji Ye Jung, Jin-Young Huh, Hyun Woo Ji, Hwan-Cheol Kim & Sei Won Lee. (2021) Behavioral interventions to reduce particulate matter exposure in patients with COPD. Medicine 100:49, pages e28119.
Crossref
Daniel Joly, Daniel Gilbert, Maria Diaz-de-Quijano, Mohamed Hilal, Mathieu Joly & Nadine Bernard. (2020) Enhancing air quality forecasts by geomatic downscaling: an application to daily PM10 concentrations in France. Theoretical and Applied Climatology 143:1-2, pages 327-339.
Crossref
M. Gokul Raj & S. Karthikeyan. (2019) Effect of modes of transportation on commuters' exposure to fine particulate matter (PM2.5) and nitrogen dioxide (NO2) in Chennai, India. Environmental Engineering Research 25:6, pages 898-907.
Crossref
Asmamaw Abera, Kristoffer Mattisson, Axel Eriksson, Erik Ahlberg, Geremew Sahilu, Bezatu Mengistie, Abebe Genetu Bayih, Abraham Aseffaa, Ebba Malmqvist & Christina Isaxon. (2020) Air Pollution Measurements and Land-Use Regression in Urban Sub-Saharan Africa Using Low-Cost Sensors—Possibilities and Pitfalls. Atmosphere 11:12, pages 1357.
Crossref
Daniel L. Mendoza. (2020) The Relationship between Land Cover and Sociodemographic Factors. Urban Science 4:4, pages 68.
Crossref
Tuo Shi, Yuanman Hu, Miao Liu, Chunlin Li, Chuyi Zhang & Chong Liu. (2020) Land use regression modelling of PM2.5 spatial variations in different seasons in urban areas. Science of The Total Environment 743, pages 140744.
Crossref
Yuan Shi, Muhammad Bilal, Hung Chak Ho & Abid Omar. (2020) Urbanization and regional air pollution across South Asian developing countries – A nationwide land use regression for ambient PM2.5 assessment in Pakistan. Environmental Pollution 266, pages 115145.
Crossref
Xiaoxiao Liu, Stefania Bertazzon, Paul J. Villeneuve, Markey Johnson, Dave Stieb, Stephanie Coward, Divine Tanyingoh, Joseph W. Windsor, Fox Underwood, Michael D. Hill, Doreen Rabi, William A. Ghali, Stephen B. Wilton, Matthew T. James, Michelle Graham, M. Sean McMurtry & Gilaad G. Kaplan. (2020) Temporal and spatial effect of air pollution on hospital admissions for myocardial infarction: a case-crossover study. CMAJ Open 8:4, pages E619-E626.
Crossref
Alicia Gressent, Laure Malherbe, Augustin Colette, Hugo Rollin & Romain Scimia. (2020) Data fusion for air quality mapping using low-cost sensor observations: Feasibility and added-value. Environment International 143, pages 105965.
Crossref
O. L. Quintero Montoya, Elías D. Niño-Ruiz & Nicolás Pinel. (2020) On the mathematical modelling and data assimilation for air pollution assessment in the Tropical Andes. Environmental Science and Pollution Research 27:29, pages 35993-36012.
Crossref
Michael Steininger, Konstantin Kobs, Albin Zehe, Florian Lautenschlager, Martin Becker & Andreas Hotho. (2020) MapLUR. ACM Transactions on Spatial Algorithms and Systems 6:3, pages 1-24.
Crossref
Patrick Sogno, Claudia Traidl-Hoffmann & Claudia Kuenzer. (2020) Earth Observation Data Supporting Non-Communicable Disease Research: A Review. Remote Sensing 12:16, pages 2541.
Crossref
Quentin M. Tenailleau, Caroline Lanier, Corinne Gower-Rousseau, Damien Cuny, Annabelle Deram & Florent Occelli. (2020) Crohn’s disease and environmental contamination: Current challenges and perspectives in exposure evaluation. Environmental Pollution 263, pages 114599.
Crossref
Hasheel Tularam, Lisa F. Ramsay, Sheena Muttoo, Rajen N. Naidoo, Bert Brunekreef, Kees Meliefste & Kees de Hoogh. (2020) Harbor and Intra-City Drivers of Air Pollution: Findings from a Land Use Regression Model, Durban, South Africa. International Journal of Environmental Research and Public Health 17:15, pages 5406.
Crossref
Said Munir, Martin Mayfield, Daniel Coca & Lyudmila S Mihaylova. (2020) A Nonlinear Land Use Regression Approach for Modelling NO2 Concentrations in Urban Areas—Using Data from Low-Cost Sensors and Diffusion Tubes. Atmosphere 11:7, pages 736.
Crossref
Ülkü Alver Şahin, Burcu Onat, Özcan Akın, Coşkun Ayvaz, Burcu Uzun, Nizamettin Mangır, Muhammet Doğan & Roy M. Harrison. (2020) Temporal variations of atmospheric black carbon and its relation to other pollutants and meteorological factors at an urban traffic site in Istanbul. Atmospheric Pollution Research 11:7, pages 1051-1062.
Crossref
Jad Zalzal, Ibrahim Alameddine, Mutasem El-Fadel, Scott Weichenthal & Marianne Hatzopoulou. (2020) Drivers of seasonal and annual air pollution exposure in a complex urban environment with multiple source contributions. Environmental Monitoring and Assessment 192:7.
Crossref
Pak Keung Tsin, Anders Knudby, E. Scott Krayenhoff, Michael Brauer & Sarah B. Henderson. (2020) Land use regression modeling of microscale urban air temperatures in greater Vancouver, Canada. Urban Climate 32, pages 100636.
Crossref
Ralf Rittner, Susanna Gustafsson, Mårten Spanne & Ebba Malmqvist. (2020) Particle concentrations, dispersion modelling and evaluation in southern Sweden. SN Applied Sciences 2:6.
Crossref
Khaoula Karroum, Yijun Lin, Yao-Yi Chiang, Yann Ben Maissa, Mohamed El Haziti, Anton Sokolov & Hervé Delbarre. (2020) A Review of Air Quality Modeling. MAPAN 35:2, pages 287-300.
Crossref
Alejandro Lome-Hurtado, Julia Touza-Montero & Piran C. L. White. (2019) Environmental Injustice in Mexico City: A Spatial Quantile Approach. Exposure and Health 12:2, pages 265-279.
Crossref
Hyungkyoo Kim. (2020) Land Use Impacts on Particulate Matter Levels in Seoul, South Korea: Comparing High and Low Seasons. Land 9:5, pages 142.
Crossref
Khang Chau, Meredith Franklin & W. James Gauderman. (2020) Satellite-Derived PM2.5 Composition and Its Differential Effect on Children’s Lung Function. Remote Sensing 12:6, pages 1028.
Crossref
Myrto Valari, Konstandinos Markakis, Emilie Powaga, Bernard Collignan & Olivier Perrussel. (2020) EXPLUME v1.0: a model for personal exposure to ambient O<sub>3</sub> and PM<sub>2.5</sub>. Geoscientific Model Development 13:3, pages 1075-1094.
Crossref
Seyed Mahmood Taghavi-Shahri, Alessandro Fassò, Behzad Mahaki & Heresh Amini. (2020) Concurrent spatiotemporal daily land use regression modeling and missing data imputation of fine particulate matter using distributed space-time expectation maximization. Atmospheric Environment 224, pages 117202.
Crossref
P.D. Hien, N.T. Men, P.M. Tan & M. Hangartner. (2020) Impact of urban expansion on the air pollution landscape: A case study of Hanoi, Vietnam. Science of The Total Environment 702, pages 134635.
Crossref
Jing Cai, Yihui Ge, Huichu Li, Changyuan Yang, Cong Liu, Xia Meng, Weidong Wang, Can Niu, Lena Kan, Tamara Schikowski, Beizhan Yan, Steven N. Chillrud, Haidong Kan & Li Jin. (2020) Application of land use regression to assess exposure and identify potential sources in PM2.5, BC, NO2 concentrations. Atmospheric Environment 223, pages 117267.
Crossref
Tuo Shi, Nick Dirienzo, Weeberb J. Requia, Marianne Hatzopoulou & Matthew D. Adams. (2020) Neighbourhood scale nitrogen dioxide land use regression modelling with regression kriging in an urban transportation corridor. Atmospheric Environment 223, pages 117218.
Crossref
John Medeiros & Haneen Khreis. 2020. Traffic-Related Air Pollution. Traffic-Related Air Pollution 563 596 .
Yasmin Hassoun, Christine James & David I. Bernstein. (2019) The Effects of Air Pollution on the Development of Atopic Disease. Clinical Reviews in Allergy & Immunology 57:3, pages 403-414.
Crossref
Humphrey, Reid, Kinnee, Kubzansky, Robinson & Clougherty. (2019) Putting Co-Exposures on Equal Footing: An Ecological Analysis of Same-Scale Measures of Air Pollution and Social Factors on Cardiovascular Disease in New York City. International Journal of Environmental Research and Public Health 16:23, pages 4621.
Crossref
Nicholas A. Howell, Jack V. Tu, Rahim Moineddin, Hong Chen, Anna Chu, Perry Hystad & Gillian L. Booth. (2019) Interaction between neighborhood walkability and traffic-related air pollution on hypertension and diabetes: The CANHEART cohort. Environment International 132, pages 104799.
Crossref
Inês Paciência, João Cavaleiro Rufo, Diana Silva, Carla Martins, Francisca Mendes, Tiago Rama, Ana Rodolfo, Joana Madureira, Luís Delgado, Eduardo de Oliveira Fernandes, Patrícia Padrão, Pedro Moreira, Milton Severo, Maria Fátima Pina, João Paulo Teixeira, Henrique Barros, Lasse Ruokolainen, Tari Haahtela & André Moreira. (2019) School environment associates with lung function and autonomic nervous system activity in children: a cross-sectional study. Scientific Reports 9:1.
Crossref
Mathieu Carrier, Philippe Apparicio, Anne-Marie Séguin & Dan Crouse. (2019) School locations and road transportation nuisances in Montreal: An environmental equity diagnosis. Transport Policy 81, pages 302-310.
Crossref
L. Boniardi, E. Dons, L. Campo, M. Van Poppel, L. Int Panis & S. Fustinoni. (2019) Annual, seasonal, and morning rush hour Land Use Regression models for black carbon in a school catchment area of Milan, Italy. Environmental Research 176, pages 108520.
Crossref
Jianlin Hu, Bart Ostro, Hongliang Zhang, Qi Ying & Michael J. Kleeman. (2019) Using Chemical Transport Model Predictions To Improve Exposure Assessment of PM 2.5 Constituents . Environmental Science & Technology Letters 6:8, pages 456-461.
Crossref
Sandro Rodriguez Garzon & Axel Kupper. (2019) Pay-Per-Pollution: Towards an Air Pollution-Aware Toll System for Smart Cities. Pay-Per-Pollution: Towards an Air Pollution-Aware Toll System for Smart Cities.
Luca Boniardi, Evi Dons, Laura Campo, Martine Van Poppel, Luc Int Panis & Silvia Fustinoni. (2019) Is a Land Use Regression Model Capable of Predicting the Cleanest Route to School?. Environments 6:8, pages 90.
Crossref
Julien J. Caubel, Troy E. Cados, Chelsea V. Preble & Thomas W. Kirchstetter. (2019) A Distributed Network of 100 Black Carbon Sensors for 100 Days of Air Quality Monitoring in West Oakland, California. Environmental Science & Technology 53:13, pages 7564-7573.
Crossref
Christine T. Cowie, Frances Garden, Edward Jegasothy, Luke D. Knibbs, Ivan Hanigan, David Morley, Anna Hansell, Gerard Hoek & Guy B. Marks. (2019) Comparison of model estimates from an intra-city land use regression model with a national satellite-LUR and a regional Bayesian Maximum Entropy model, in estimating NO2 for a birth cohort in Sydney, Australia. Environmental Research 174, pages 24-34.
Crossref
Bin Xia, Yuhan Zhou, Qingyang Zhu, Yingya Zhao, Ying Wang, Wenzhen Ge, Qing Yang, Yan Zhao, Pengpeng Wang, Jingyi Si, Ranran Luo, Jialin Li, Huijing Shi & Yunhui Zhang. (2019) Personal exposure to PM2.5 constituents associated with gestational blood pressure and endothelial dysfunction. Environmental Pollution 250, pages 346-356.
Crossref
Lianfa Li, Mariam Girguis, Frederick Lurmann, Jun Wu, Robert Urman, Edward Rappaport, Beate Ritz, Meredith Franklin, Carrie Breton, Frank Gilliland & Rima Habre. (2019) Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions. Environment International 128, pages 310-323.
Crossref
Cole Brokamp, Eric B. Brandt & Patrick H. Ryan. (2019) Assessing exposure to outdoor air pollution for epidemiological studies: Model-based and personal sampling strategies. Journal of Allergy and Clinical Immunology 143:6, pages 2002-2006.
Crossref
Burcu Onat, Ülkü Alver Şahin, Burcu Uzun, Özcan Akın, Fazilet Özkaya & Coşkun Ayvaz. (2019) Determinants of exposure to ultrafine particulate matter, black carbon, and PM2.5 in common travel modes in Istanbul. Atmospheric Environment 206, pages 258-270.
Crossref
Ian Longley, Brett Tunno, Elizabeth Somervell, Sam Edwards, Gustavo Olivares, Sally Gray, Guy Coulson, Leah Cambal, Courtney Roper, Lauren Chubb & Jane E. Clougherty. (2019) Assessment of Spatial Variability across Multiple Pollutants in Auckland, New Zealand. International Journal of Environmental Research and Public Health 16:9, pages 1567.
Crossref
Steve Hankey, Peter Sforza & Matt Pierson. (2019) Using Mobile Monitoring to Develop Hourly Empirical Models of Particulate Air Pollution in a Rural Appalachian Community. Environmental Science & Technology 53:8, pages 4305-4315.
Crossref
Chin-Yu Hsu, Jhao-Yi Wu, Yu-Cheng Chen, Nai-Tzu Chen, Mu-Jean Chen, Wen-Chi Pan, Shih-Chun Candice Lung, Yue Leon Guo & Chih-Da Wu. (2019) Asian Culturally Specific Predictors in a Large-Scale Land Use Regression Model to Predict Spatial-Temporal Variability of Ozone Concentration. International Journal of Environmental Research and Public Health 16:7, pages 1300.
Crossref
Faraz Ahangar, Frank Freedman & Akula Venkatram. (2019) Using Low-Cost Air Quality Sensor Networks to Improve the Spatial and Temporal Resolution of Concentration Maps. International Journal of Environmental Research and Public Health 16:7, pages 1252.
Crossref
Yuan Shi, Chao Ren, Meng Cai, Kevin Ka-Lun Lau, Tsz-Cheung Lee & Wai-Kin Wong. (2019) Assessing spatial variability of extreme hot weather conditions in Hong Kong: A land use regression approach. Environmental Research 171, pages 403-415.
Crossref
Brett Tunno, Ian Longley, Elizabeth Somervell, Sam Edwards, Gustavo Olivares, Sally Gray, Leah Cambal, Lauren Chubb, Courtney Roper, Guy Coulson & Jane E. Clougherty. (2019) Separating spatial patterns in pollution attributable to woodsmoke and other sources, during daytime and nighttime hours, in Christchurch, New Zealand. Environmental Research 171, pages 228-238.
Crossref
Ashley N.J. Douglas, Peter J. Irga & Fraser R. Torpy. (2019) Determining broad scale associations between air pollutants and urban forestry: A novel multifaceted methodological approach. Environmental Pollution 247, pages 474-481.
Crossref
Jules Kerckhoffs, Gerard Hoek, Lützen Portengen, Bert Brunekreef & Roel C. H. Vermeulen. (2019) Performance of Prediction Algorithms for Modeling Outdoor Air Pollution Spatial Surfaces. Environmental Science & Technology 53:3, pages 1413-1421.
Crossref
Matthias Weigand, Michael Wurm, Stefan Dech & Hannes Taubenböck. (2019) Remote Sensing in Environmental Justice Research—A Review. ISPRS International Journal of Geo-Information 8:1, pages 20.
Crossref
Scott Weichenthal, Marianne Hatzopoulou & Michael Brauer. (2019) A picture tells a thousand…exposures: Opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology. Environment International 122, pages 3-10.
Crossref
Svenia Behm, Harry Haupt & Angelika Schmid. (2018) Spatial detrending revisited: Modelling local trend patterns in NO2-concentration in Belgium and Germany. Spatial Statistics 28, pages 331-351.
Crossref
Sandro Rodriguez Garzon, Sebastian Walther, Shaoning Pang, Bersant Deva & Axel Küpper. (2018) Urban air pollution alert service for smart cities. Urban air pollution alert service for smart cities.
Yeongkwon Son, Álvaro R. Osornio-Vargas, Marie S. O'Neill, Perry Hystad, José L. Texcalac-Sangrador, Pamela Ohman-Strickland, Qingyu Meng & Stephan Schwander. (2018) Land use regression models to assess air pollution exposure in Mexico City using finer spatial and temporal input parameters. Science of The Total Environment 639, pages 40-48.
Crossref
Yuan Shi, Hung Chak Ho, Yong Xu & Edward Ng. (2018) Improving satellite aerosol optical Depth-PM2.5 correlations using land use regression with microscale geographic predictors in a high-density urban context. Atmospheric Environment 190, pages 23-34.
Crossref
Herve Lawin, Lucie Ayi Fanou, Antoine Hinson, Marie Stolbrink, Parfait Houngbegnon, Nonvignon Kedote, Benjamin Fayomi, Jacqueline Kagima, Patrick Katoto, Edgard Ouendo & Kevin Mortimer. (2018) Health Risks Associated with Occupational Exposure to Ambient Air Pollution in Commercial Drivers: A Systematic Review. International Journal of Environmental Research and Public Health 15:9, pages 2039.
Crossref
Brett Tunno, Drew Michanowicz, Jessie Shmool, Sheila Tripathy, Ellen Kinnee, Leah Cambal, Lauren Chubb, Courtney Roper & Jane Clougherty. (2018) Spatial Patterns in Rush-Hour vs. Work-Week Diesel-Related Pollution across a Downtown Core. International Journal of Environmental Research and Public Health 15:9, pages 1968.
Crossref
Jibran Khan, Matthias Ketzel, Konstantinos Kakosimos, Mette Sørensen & Steen Solvang Jensen. (2018) Road traffic air and noise pollution exposure assessment – A review of tools and techniques. Science of The Total Environment 634, pages 661-676.
Crossref
Chen Chen, Jing Cai, Cuicui Wang, Jingjin Shi, Renjie Chen, Changyuan Yang, Huichu Li, Zhijing Lin, Xia Meng, Ang Zhao, Cong Liu, Yue Niu, Yongjie Xia, Li Peng, Zhuohui Zhao, Steven Chillrud, Beizhan Yan & Haidong Kan. (2018) Estimation of personal PM2.5 and BC exposure by a modeling approach – Results of a panel study in Shanghai, China. Environment International 118, pages 194-202.
Crossref
Ellis Shipley Robinson, Peishi Gu, Qing Ye, Hugh Z. Li, Rishabh Urvesh Shah, Joshua Schulz Apte, Allen L. Robinson & Albert A. Presto. (2018) Restaurant Impacts on Outdoor Air Quality: Elevated Organic Aerosol Mass from Restaurant Cooking with Neighborhood-Scale Plume Extents. Environmental Science & Technology 52:16, pages 9285-9294.
Crossref
Saori Kashima, Takashi Yorifuji, Norie Sawada, Tomoki Nakaya & Akira Eboshida. (2018) Comparison of land use regression models for NO2 based on routine and campaign monitoring data from an urban area of Japan. Science of The Total Environment 631-632, pages 1029-1037.
Crossref
Lingbo Liu, Zhenghong Peng, Hao Wu, Hongzan Jiao & Yang Yu. (2018) Exploring Urban Spatial Feature with Dasymetric Mapping Based on Mobile Phone Data and LUR-2SFCAe Method. Sustainability 10:7, pages 2432.
Crossref
Apolline Saucy, Martin Röösli, Nino Künzli, Ming-Yi Tsai, Chloé Sieber, Toyib Olaniyan, Roslynn Baatjies, Mohamed Jeebhay, Mark Davey, Benjamin Flückiger, Rajen Naidoo, Mohammed Dalvie, Mahnaz Badpa & Kees de Hoogh. (2018) Land Use Regression Modelling of Outdoor NO2 and PM2.5 Concentrations in Three Low Income Areas in the Western Cape Province, South Africa. International Journal of Environmental Research and Public Health 15:7, pages 1452.
Crossref
David W. Morley & John Gulliver. (2018) A land use regression variable generation, modelling and prediction tool for air pollution exposure assessment. Environmental Modelling & Software 105, pages 17-23.
Crossref
Xiangyu Jiang & Eun-hye Yoo. (2018) The importance of spatial resolutions of Community Multiscale Air Quality (CMAQ) models on health impact assessment. Science of The Total Environment 627, pages 1528-1543.
Crossref
Hector A. Olvera Alvarez, Orrin B. Myers, Margaret Weigel & Rodrigo X. Armijos. (2018) The value of using seasonality and meteorological variables to model intra-urban PM2.5 variation. Atmospheric Environment 182, pages 1-8.
Crossref
Neal S. GranthamBrian J. ReichYang LiuHoward H. Chang. (2018) Spatial regression with an informatively missing covariate: Application to mapping fine particulate matter. Environmetrics 29:4.
Crossref
Shivam Gupta, Edzer Pebesma, Jorge Mateu & Auriol Degbelo. (2018) Air Quality Monitoring Network Design Optimisation for Robust Land Use Regression Models. Sustainability 10:5, pages 1442.
Crossref
Bianica Pires, Gizem Korkmaz, Katherine Ensor, David Higdon, Sallie Keller, Bryan Lewis & Aaron Schroeder. (2018) Estimating individualized exposure impacts from ambient ozone levels: A synthetic information approach. Environmental Modelling & Software 103, pages 146-157.
Crossref
Cole Brokamp, Roman Jandarov, Monir Hossain & Patrick Ryan. (2018) Predicting Daily Urban Fine Particulate Matter Concentrations Using a Random Forest Model. Environmental Science & Technology 52:7, pages 4173-4179.
Crossref
Chunyang Zhu & Yuanzi Zeng. (2018) Effects of urban lake wetlands on the spatial and temporal distribution of air PM10 and PM2.5 in the spring in Wuhan. Urban Forestry & Urban Greening 31, pages 142-156.
Crossref
Haofei Yu, Armistead Russell, James Mulholland, Talat Odman, Yongtao Hu, Howard H. Chang & Naresh Kumar. (2018) Cross-comparison and evaluation of air pollution field estimation methods. Atmospheric Environment 179, pages 49-60.
Crossref
Claudia Vitolo, Marco Scutari, Mohamed Ghalaieny, Allan Tucker & Andrew Russell. (2018) Modeling Air Pollution, Climate, and Health Data Using Bayesian Networks: A Case Study of the English Regions. Earth and Space Science 5:4, pages 76-88.
Crossref
Yuan Shi, Lutz Katzschner & Edward Ng. (2018) Modelling the fine-scale spatiotemporal pattern of urban heat island effect using land use regression approach in a megacity. Science of The Total Environment 618, pages 891-904.
Crossref
Shahir Masri, Lianfa Li, Andy Dang, Judith H. Chung, Jiu-Chiuan Chen, Zhi-Hua (Tina) Fan & Jun Wu. (2018) Source characterization and exposure modeling of gas-phase polycyclic aromatic hydrocarbon (PAH) concentrations in Southern California. Atmospheric Environment 177, pages 175-186.
Crossref
Michael B. HadleyJill BaumgartnerRajesh Vedanthan. (2018) Developing a Clinical Approach to Air Pollution and Cardiovascular Health. Circulation 137:7, pages 725-742.
Crossref
Myrna M.T. de Rooij, Dick J.J. Heederik, Erik J.H.M. van Nunen, Isabella J. van Schothorst, Catharina B.M. Maassen, Gerard Hoek & Inge M. Wouters. (2018) Spatial Variation of Endotoxin Concentrations Measured in Ambient PM10 in a Livestock-Dense Area: Implementation of a Land-Use Regression Approach. Environmental Health Perspectives 126:1.
Crossref
Sheena Muttoo, Lisa Ramsay, Bert Brunekreef, Rob Beelen, Kees Meliefste & Rajen N. Naidoo. (2018) Land use regression modelling estimating nitrogen oxides exposure in industrial south Durban, South Africa. Science of The Total Environment 610-611, pages 1439-1447.
Crossref
Xingzhe Xie, Ivana Semanjski, Sidharta Gautama, Evaggelia Tsiligianni, Nikos Deligiannis, Raj Rajan, Frank Pasveer & Wilfried Philips. (2017) A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods. ISPRS International Journal of Geo-Information 6:12, pages 389.
Crossref
Stefano Salata, Silvia Ronchi & Andrea Arcidiacono. (2017) Mapping air filtering in urban areas. A Land Use Regression model for Ecosystem Services assessment in planning. Ecosystem Services 28, pages 341-350.
Crossref
Heresh Amini, Masud Yunesian, Vahid Hosseini, Christian Schindler, Sarah B. Henderson & Nino Künzli. (2017) A systematic review of land use regression models for volatile organic compounds. Atmospheric Environment 171, pages 1-16.
Crossref
Weeberb J. Requia, Matthew D. Adams, Altaf Arain & Mark Ferguson. (2017) Particulate matter intake fractions for vehicular emissions at elementary schools in Hamilton, Canada: an assessment of outdoor and indoor exposure. Air Quality, Atmosphere & Health 10:10, pages 1259-1267.
Crossref
Michal Korek, Christer Johansson, Nina Svensson, Tomas Lind, Rob Beelen, Gerard Hoek, Göran Pershagen & Tom Bellander. (2016) Can dispersion modeling of air pollution be improved by land-use regression? An example from Stockholm, Sweden. Journal of Exposure Science & Environmental Epidemiology 27:6, pages 575-581.
Crossref
Yara Abu Awad, Petros Koutrakis, Brent A. Coull & Joel Schwartz. (2017) A spatio-temporal prediction model based on support vector machine regression: Ambient Black Carbon in three New England States. Environmental Research 159, pages 427-434.
Crossref
Gavin Pereira, Hyung Joo Lee, Michelle Bell, Annette Regan, Eva Malacova, Ben Mullins & Luke D. Knibbs. (2017) Development of a model for particulate matter pollution in Australia with implications for other satellite-based models. Environmental Research 159, pages 9-15.
Crossref
Lianfa Li, Fred Lurmann, Rima Habre, Robert Urman, Edward Rappaport, Beate Ritz, Jiu-Chiuan Chen, Frank D. Gilliland & Jun Wu. (2017) Constrained Mixed-Effect Models with Ensemble Learning for Prediction of Nitrogen Oxides Concentrations at High Spatiotemporal Resolution. Environmental Science & Technology 51:17, pages 9920-9929.
Crossref
Julie Yixuan Zhu, Chenxi Sun & Victor O.K. Li. (2017) An Extended Spatio-Temporal Granger Causality Model for Air Quality Estimation with Heterogeneous Urban Big Data. IEEE Transactions on Big Data 3:3, pages 307-319.
Crossref
Martha Lee, Michael Brauer, Paulina Wong, Robert Tang, Tsz Him Tsui, Crystal Choi, Wei Cheng, Poh-Chin Lai, Linwei Tian, Thuan-Quoc Thach, Ryan Allen & Benjamin Barratt. (2017) Land use regression modelling of air pollution in high density high rise cities: A case study in Hong Kong. Science of The Total Environment 592, pages 306-315.
Crossref
Yuan Shi, Kevin Ka-Lun Lau & Edward Ng. (2017) Incorporating wind availability into land use regression modelling of air quality in mountainous high-density urban environment. Environmental Research 157, pages 17-29.
Crossref
Meenakshi Rao, Linda A. George, Vivek Shandas & Todd N. Rosenstiel. (2017) Assessing the Potential of Land Use Modification to Mitigate Ambient NO2 and Its Consequences for Respiratory Health. International Journal of Environmental Research and Public Health 14:7, pages 750.
Crossref
Xiaofan Yang, Yixuan Zheng, Guannan Geng, Huan Liu, Hanyang Man, Zhaofeng Lv, Kebin He & Kees de Hoogh. (2017) Development of PM2.5 and NO2 models in a LUR framework incorporating satellite remote sensing and air quality model data in Pearl River Delta region, China. Environmental Pollution 226, pages 143-153.
Crossref
Haiou Yang, Wenbo Chen & Zhaofeng Liang. (2017) Impact of Land Use on PM2.5 Pollution in a Representative City of Middle China. International Journal of Environmental Research and Public Health 14:5, pages 462.
Crossref
Giehae Choi, Michelle L Bell & Jong-Tae Lee. (2017) A study on modeling nitrogen dioxide concentrations using land-use regression and conventionally used exposure assessment methods. Environmental Research Letters 12:4, pages 044003.
Crossref
Julien Caudeville, Despoina Ioannidou, Emmanuelle Boulvert & Roseline Bonnard. (2017) Cumulative Risk Assessment in the Lorraine Region: A Framework to Characterize Environmental Health Inequalities. International Journal of Environmental Research and Public Health 14:3, pages 291.
Crossref
Gea Oliveri Conti, Behzad Heibati, Itai Kloog, Maria Fiore & Margherita Ferrante. (2017) A review of AirQ Models and their applications for forecasting the air pollution health outcomes. Environmental Science and Pollution Research 24:7, pages 6426-6445.
Crossref
Kathrin Wolf, Josef Cyrys, Tatiana Harciníková, Jianwei Gu, Thomas Kusch, Regina Hampel, Alexandra Schneider & Annette Peters. (2017) Land use regression modeling of ultrafine particles, ozone, nitrogen oxides and markers of particulate matter pollution in Augsburg, Germany. Science of The Total Environment 579, pages 1531-1540.
Crossref
Cole Brokamp, Roman Jandarov, M.B. Rao, Grace LeMasters & Patrick Ryan. (2017) Exposure assessment models for elemental components of particulate matter in an urban environment: A comparison of regression and random forest approaches. Atmospheric Environment 151, pages 1-11.
Crossref
Hsien-Chih Li, Pei-Te Chiueh, Shi-Ping Liu & Yu-Yang Huang. (2016) Assessment of different route choice on commuters’ exposure to air pollution in Taipei, Taiwan. Environmental Science and Pollution Research 24:3, pages 3163-3171.
Crossref
Liang Zhai, Bin Zou, Xin Fang, Yanqing Luo, Neng Wan & Shuang Li. (2016) Land Use Regression Modeling of PM2.5 Concentrations at Optimized Spatial Scales. Atmosphere 8:1, pages 1.
Crossref
Hong Ji, Jocelyn M. Biagini Myers, Eric B. Brandt, Cole Brokamp, Patrick H. Ryan & Gurjit K. Khurana Hershey. (2016) Air pollution, epigenetics, and asthma. Allergy, Asthma & Clinical Immunology 12:1.
Crossref
Marloes Eeftens, Reto Meier, Christian Schindler, Inmaculada Aguilera, Harish Phuleria, Alex Ineichen, Mark Davey, Regina Ducret-Stich, Dirk Keidel, Nicole Probst-Hensch, Nino Künzli & Ming-Yi Tsai. (2016) Development of land use regression models for nitrogen dioxide, ultrafine particles, lung deposited surface area, and four other markers of particulate matter pollution in the Swiss SAPALDIA regions. Environmental Health 15:1.
Crossref
Heresh Amini, Seyed-Mahmood Taghavi-Shahri, Sarah B. Henderson, Vahid Hosseini, Hossein Hassankhany, Maryam Naderi, Solmaz Ahadi, Christian Schindler, Nino Künzli & Masud Yunesian. (2016) Annual and seasonal spatial models for nitrogen oxides in Tehran, Iran. Scientific Reports 6:1.
Crossref
Jackson Voelkel, Vivek Shandas & Brendon Haggerty. (2016) Developing High-Resolution Descriptions of Urban Heat Islands: A Public Health Imperative. Preventing Chronic Disease 13.
Crossref
Lujin Hu, Jiping Liu & Zongyi He. (2016) Self-Adaptive Revised Land Use Regression Models for Estimating PM2.5 Concentrations in Beijing, China. Sustainability 8:8, pages 786.
Crossref
Xiaohui Xu, Sandie Uyen Ha & Rakshya Basnet. (2016) A Review of Epidemiological Research on Adverse Neurological Effects of Exposure to Ambient Air Pollution. Frontiers in Public Health 4.
Crossref
Yuan Shi, Kevin Ka-Lun Lau & Edward Ng. (2016) Developing Street-Level PM 2.5 and PM 10 Land Use Regression Models in High-Density Hong Kong with Urban Morphological Factors . Environmental Science & Technology 50:15, pages 8178-8187.
Crossref
Suriya Vallamsundar, Jane Lin, Karthik Konduri, Xuesong Zhou & Ram M. Pendyala. (2016) A comprehensive modeling framework for transportation-induced population exposure assessment. Transportation Research Part D: Transport and Environment 46, pages 94-113.
Crossref
Mihye Lee, Itai Kloog, Alexandra Chudnovsky, Alexei Lyapustin, Yujie Wang, Steven Melly, Brent Coull, Petros Koutrakis & Joel Schwartz. (2015) Spatiotemporal prediction of fine particulate matter using high-resolution satellite images in the Southeastern US 2003–2011. Journal of Exposure Science & Environmental Epidemiology 26:4, pages 377-384.
Crossref
Brett J Tunno, Drew R Michanowicz, Jessie L C Shmool, Ellen Kinnee, Leah Cambal, Sheila Tripathy, Sara Gillooly, Courtney Roper, Lauren Chubb & Jane E Clougherty. (2015) Spatial variation in inversion-focused vs 24-h integrated samples of PM2.5 and black carbon across Pittsburgh, PA. Journal of Exposure Science & Environmental Epidemiology 26:4, pages 365-376.
Crossref
Archan Misra, Zaman Lantra & Kasthuri Jayarajah. Ontology-aided feature correlation for multi-modal urban sensing. Ontology-aided feature correlation for multi-modal urban sensing.
Daniel J. Mennitt & Kurt M. Fristrup. (2016) Influential factors and spatiotemporal patterns of environmental sound levels in the contiguous United States. Noise Control Engineering Journal 64:3, pages 342-353.
Crossref
Stefan Wiemann, Johannes Brauner, Pierre Karrasch, Daniel Henzen & Lars Bernard. (2016) Design and prototype of an interoperable online air quality information system. Environmental Modelling & Software 79, pages 354-366.
Crossref
Ke Hu, Vijay Sivaraman, Blanca Gallego Luxan & Ashfaqur Rahman. (2016) Design and Evaluation of a Metropolitan Air Pollution Sensing System. IEEE Sensors Journal 16:5, pages 1448-1459.
Crossref
Matthew D. Adams & Pavlos S. Kanaroglou. (2016) Mapping real-time air pollution health risk for environmental management: Combining mobile and stationary air pollution monitoring with neural network models. Journal of Environmental Management 168, pages 133-141.
Crossref
Hamid Taheri Shahraiyni & Sahar Sodoudi. (2016) Statistical Modeling Approaches for PM10 Prediction in Urban Areas; A Review of 21st-Century Studies. Atmosphere 7:2, pages 15.
Crossref
Jaclyn M. Goodrich, Poovendhree Reddy, Rajen N. Naidoo, Kareshma Asharam, Stuart Batterman & Dana C. Dolinoy. (2016) Prenatal exposures and DNA methylation in newborns: a pilot study in Durban, South Africa. Environmental Science: Processes & Impacts 18:7, pages 908-917.
Crossref
Mila Dirgawati, Rosanne Barnes, Amanda J. Wheeler, Anna-Lena Arnold, Kieran A. McCaul, Amy L. Stuart, David Blake, Andrea Hinwood, Bu B. Yeap & Jane S. Heyworth. (2015) Development of Land Use Regression models for predicting exposure to NO2 and NOx in Metropolitan Perth, Western Australia. Environmental Modelling & Software 74, pages 258-267.
Crossref
Peter James, Jaime E. Hart & Francine Laden. (2015) Neighborhood walkability and particulate air pollution in a nationwide cohort of women. Environmental Research 142, pages 703-711.
Crossref
Steve Hankey & Julian D. Marshall. (2015) Land Use Regression Models of On-Road Particulate Air Pollution (Particle Number, Black Carbon, PM 2.5 , Particle Size) Using Mobile Monitoring . Environmental Science & Technology 49:15, pages 9194-9202.
Crossref
Sasha Bernatsky, Audrey Smargiassi, Markey Johnson, Gilaad G. Kaplan, Cheryl Barnabe, Larry Svenson, Allan Brand, Stefania Bertazzon, Marie Hudson, Ann E. Clarke, Paul R. Fortin, Steven Edworthy, Patrick Bélisle & Lawrence Joseph. (2015) Fine particulate air pollution, nitrogen dioxide, and systemic autoimmune rheumatic disease in Calgary, Alberta. Environmental Research 140, pages 474-478.
Crossref
Maryam Shekarrizfard, Marie-France Valois, Mark S. Goldberg, Dan Crouse, Nancy Ross, Marie-Elise Parent, Shamsunnahar Yasmin & Marianne Hatzopoulou. (2015) Investigating the role of transportation models in epidemiologic studies of traffic related air pollution and health effects. Environmental Research 140, pages 282-291.
Crossref
Ana Fernández-Somoano, Sabrina Llop, Inmaculada Aguilera, Ibon Tamayo-Uria, María Martínez, Maria Foraster, Ferran Ballester & Adonina Tardón. (2015) Annoyance Caused by Noise and Air Pollution during Pregnancy: Associated Factors and Correlation with Outdoor NO2 and Benzene Estimations. International Journal of Environmental Research and Public Health 12:6, pages 7044-7058.
Crossref
K. Balakrishnan, S. Sambandam, P. Ramaswamy, S. Ghosh, V. Venkatesan, G. Thangavel, K. Mukhopadhyay, P. Johnson, S. Paul, N. Puttaswamy, R. S. Dhaliwal & D. K. Shukla. (2015) Establishing integrated rural-urban cohorts to assess air pollution-related health effects in pregnant women, children and adults in Southern India: an overview of objectives, design and methods in the Tamil Nadu Air Pollution and Health Effects (TAPHE) study. BMJ Open 5:6, pages e008090-e008090.
Crossref
Lixun Zhang, Yongtao Guan, Brian P. Leaderer & Theodore R. Holford. (2014) Estimating daily nitrogen dioxide level: application of a longitudinal model with spatially-correlated random effects. Environmental and Ecological Statistics 22:2, pages 329-344.
Crossref
Allison P. Patton, Wig Zamore, Elena N. Naumova, Jonathan I. Levy, Doug Brugge & John L. Durant. (2015) Transferability and Generalizability of Regression Models of Ultrafine Particles in Urban Neighborhoods in the Boston Area. Environmental Science & Technology 49:10, pages 6051-6060.
Crossref
Theodore J. Mansfield, Daniel A. Rodriguez, Joseph Huegy & Jacqueline MacDonald Gibson. (2015) The Effects of Urban Form on Ambient Air Pollution and Public Health Risk: A Case Study in Raleigh, North Carolina. Risk Analysis 35:5, pages 901-918.
Crossref
Jiansheng Wu, Jiacheng Li, Jian Peng, Weifeng Li, Guang Xu & Chengcheng Dong. (2014) Applying land use regression model to estimate spatial variation of PM2.5 in Beijing, China. Environmental Science and Pollution Research 22:9, pages 7045-7061.
Crossref
Jesse D. Berman, Patrick N. Breysse, Ronald H. White, Darryn W. Waugh & Frank C. Curriero. (2015) Evaluating methods for spatial mapping: Applications for estimating ozone concentrations across the contiguous United States. Environmental Technology & Innovation 3, pages 1-10.
Crossref
Joyce J.Y. Zhang, Liu Sun, Olesya Barrett, Stefania Bertazzon, Fox E. Underwood & Markey Johnson. (2015) Development of land-use regression models for metals associated with airborne particulate matter in a North American city. Atmospheric Environment 106, pages 165-177.
Crossref
Ilan Levy, Noam Levin, Yuval, Joel D. Schwartz & Jeremy D. Kark. (2015) Back-Extrapolating a Land Use Regression Model for Estimating Past Exposures to Traffic-Related Air Pollution. Environmental Science & Technology 49:6, pages 3603-3610.
Crossref
Axel Schulz, Jakob Karolus, Frederik Janssen & Immanuel Schweizer. (2015) Accurate pollutant modeling and mapping: Applying machine learning to participatory sensing and urban topology data. Accurate pollutant modeling and mapping: Applying machine learning to participatory sensing and urban topology data.
Takashi Yorifuji, Hiroo Naruse, Saori Kashima, Takeshi Murakoshi & Hiroyuki Doi. (2015) Residential proximity to major roads and obstetrical complications. Science of The Total Environment 508, pages 188-192.
Crossref
Chi-Chang Ho, Chang-Chuan Chan, Chien-Wen Cho, Hung-I Lin, Jui-Huan Lee & Chang-Fu Wu. (2015) Land use regression modeling with vertical distribution measurements for fine particulate matter and elements in an urban area. Atmospheric Environment 104, pages 256-263.
Crossref
Perry Hystad, Paul J. Villeneuve, Mark S. Goldberg, Dan L. Crouse & Kenneth Johnson. (2015) Exposure to traffic-related air pollution and the risk of developing breast cancer among women in eight Canadian provinces: A case–control study. Environment International 74, pages 240-248.
Crossref
Yingyu Li, Yifang Zhu, Wotao Yin, Yang Liu, Guangming Shi & Zhu Han. 2015. Big Data Computing and Communications. Big Data Computing and Communications 273 282 .
Jessie LC Shmool, Drew R Michanowicz, Leah Cambal, Brett Tunno, Jeffery Howell, Sara Gillooly, Courtney Roper, Sheila Tripathy, Lauren G Chubb, Holger M Eisl, John E Gorczynski, Fernando E Holguin, Kyra Naumoff Shields & Jane E Clougherty. (2014) Saturation sampling for spatial variation in multiple air pollutants across an inversion-prone metropolitan area of complex terrain. Environmental Health 13:1.
Crossref
Sofie De Prins, Evi Dons, Martine Van Poppel, Luc Int Panis, Els Van de Mieroop, Vera Nelen, Bianca Cox, Tim S. Nawrot, Caroline Teughels, Greet Schoeters & Gudrun Koppen. (2014) Airway oxidative stress and inflammation markers in exhaled breath from children are linked with exposure to black carbon. Environment International 73, pages 440-446.
Crossref
Scott Allan Orr. (2014) Land-use regression modelling of highway ultrafine particle number concentrations. Canadian Young Scientist Journal, pages 1-10.
Crossref
Meenakshi Rao, Linda A. George, Todd N. Rosenstiel, Vivek Shandas & Alexis Dinno. (2014) Assessing the relationship among urban trees, nitrogen dioxide, and respiratory health. Environmental Pollution 194, pages 96-104.
Crossref
Melinda Kovacic, Sara Stigler, Angela Smith, Alexis Kidd & Lisa Vaughn. (2014) Beginning a Partnership with PhotoVoice to Explore Environmental Health and Health Inequities in Minority Communities. International Journal of Environmental Research and Public Health 11:11, pages 11132-11151.
Crossref
Mathieu Carrier, Philippe Apparicio, Anne-Marie Séguin & Dan Crouse. (2014) Ambient air pollution concentration in Montreal and environmental equity: Are children at risk at school?. Case Studies on Transport Policy 2:2, pages 61-69.
Crossref

Displaying 200 of 267 citing articles. Use the download link below to view the full list of citing articles.

Download full citations list

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.