The rise of low-cost sensing for managing air pollution in cities.
Prashant Kumar,Lidia Morawska,Claudio Martani,George Biskos,George Biskos,George Biskos,Marina Neophytou,Silvana Di Sabatino,Margaret Bell,Leslie Norford,Rex Britter +10 more
TLDR
The drivers behind current rises in the use of low-cost sensors for air pollution management in cities are illustrated, while addressing the major challenges for their effective implementation.About:
This article is published in Environment International.The article was published on 2015-02-01 and is currently open access. It has received 591 citations till now. The article focuses on the topics: Pollution.read more
Citations
More filters
Journal ArticleDOI
Detection of PM2.5 plume movement from IoT ground level monitoring data.
Thongchai Kanabkaew,Preechai Mekbungwan,Preechai Mekbungwan,Sunee Raksakietisak,Kanchana Kanchanasut +4 more
TL;DR: It is found that low-cost IoT sensors provide not only real-time monitoring information but also demonstrate great potential as an effective tool to understand the PM2.5 plume movement with temporal variation and geo-specific location.
Journal ArticleDOI
Evaluation of high-resolution GRAMM–GRAL (v15.12/v14.8) NO x simulations over the city of Zürich, Switzerland
TL;DR: In this article, hourly NOx concentrations were simulated for the city of Zurich, Switzerland, at 10"m resolution for the years 2013-2014 using the nested mesoscale meteorology and micro-scale dispersion model system GRAMM-GRAL.
Journal ArticleDOI
Measuring Spatial and Temporal PM2.5 Variations in Sacramento, California, Communities Using a Network of Low-Cost Sensors.
Anondo Mukherjee,Steven G. Brown,Michael C. McCarthy,Nathan R Pavlovic,L. G. Stanton,Janice Lam Snyder,Stephen D'Andrea,Hilary R. Hafner +7 more
TL;DR: Low-cost sensors can provide insight on the spatio-temporal variability of air pollution, provided that sufficient efforts are made to ensure data quality, and no significant difference in the average sensor PM concentrations between environmental justice (EJ) and non-EJ communities was observed.
Journal ArticleDOI
Field comparison of electrochemical gas sensor data correction algorithms for ambient air measurements
Liang Yue,Cheng Wu,Shutong Jiang,Yong Jie Li,Dui Wu,Mei Li,Peng Cheng,Wenda Yang,Chunlei Cheng,Lei Li,Tao Deng,Jia Yin Sun,Guowen He,Ben Liu,Teng Yao,Teng Yao,Manman Wu,Zhen Zhou +17 more
TL;DR: A comprehensive evaluation of data correction algorithms proposed to tackle the drifting response of ECGS due to environmental factors using a large dataset from field comparisons to examine the robustness of correction algorithms in response to different training and evaluation data period configurations.
Journal ArticleDOI
Is active travel a breath of fresh air? Examining children's exposure to air pollution during the school commute.
TL;DR: There was a significant difference in mean PM2.5 concentrations by the built environment, with children who walked to school in suburban neighborhoods experiencing higher personal concentrations than children in urban neighborhoods.
References
More filters
Journal ArticleDOI
A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010
Stephen S Lim,Theo Vos,Abraham D. Flaxman,Goodarz Danaei,Kenji Shibuya,Heather Adair-Rohani,Mohammad A. AlMazroa,Markus Amann,H. Ross Anderson,Kathryn G. Andrews,Martin J. Aryee,Charles Atkinson,Loraine J. Bacchus,Adil N. Bahalim,Kalpana Balakrishnan,John R. Balmes,Suzanne Barker-Collo,Amanda J Baxter,Michelle L. Bell,Jed D. Blore,Fiona M. Blyth,Carissa Bonner,Guilherme Borges,Rupert R A Bourne,Michel Boussinesq,Michael Brauer,Peter Brooks,Nigel Bruce,Bert Brunekreef,Claire Bryan-Hancock,Chiara Bucello,Rachelle Buchbinder,Fiona Bull,Richard T. Burnett,Tim Byers,Bianca Calabria,Jonathan R. Carapetis,Emily Carnahan,Zoë Chafe,Fiona J Charlson,Honglei Chen,Jian Shen Chen,Andrew T. A. Cheng,Jennifer C. Child,Aaron Cohen,K. Ellicott Colson,Benjamin C Cowie,Sarah C. Darby,Susan Darling,Adrian Davis,Louisa Degenhardt,Frank Dentener,Don C. Des Jarlais,Karen Devries,Mukesh Dherani,Eric L. Ding,E. Ray Dorsey,Tim Driscoll,Karen Edmond,S. Ali,Rebecca E. Engell,Patricia J. Erwin,Saman Fahimi,Gail Falder,Farshad Farzadfar,Alize J. Ferrari,Mariel M. Finucane,Seth Flaxman,F.G.R. Fowkes,Greg Freedman,Michael Freeman,Emmanuela Gakidou,Santu Ghosh,Edward Giovannucci,Gerhard Gmel,Kathryn Graham,Rebecca Grainger,Rebecca Grainger,Bridget F. Grant,David Gunnell,Hialy R. Gutierrez,Wayne Hall,Hans W. Hoek,Anthony Hogan,H. Dean Hosgood,Damian G Hoy,Howard Hu,Bryan Hubbell,Sally Hutchings,Sydney E. Ibeanusi,Gemma Jacklyn,Rashmi Jasrasaria,Jost B. Jonas,Haidong Kan,John A. Kanis,Nicholas J Kassebaum,Norito Kawakami,Young-Ho Khang,Shahab Khatibzadeh,Jon-Paul Khoo,Cindy Kok,Francine Laden,Ratilal Lalloo,Qing Lan,Tim Lathlean,Janet L Leasher,James Leigh,Yang Li,John K Lin,Steven E. Lipshultz,Stephanie J. London,Rafael Lozano,Yuan Lu,Joelle Mak,Reza Malekzadeh,Leslie Mallinger,Wagner Marcenes,Lyn March,Robin Marks,Randall V. Martin,Paul McGale,John J. McGrath,Sumi Mehta,Ziad A. Memish,George A. Mensah,Tony R. Merriman,Renata Micha,Renata Micha,Catherine Michaud,Vinod Mishra,Khayriyyah Mohd Hanafiah,Ali A. Mokdad,Lidia Morawska,Dariush Mozaffarian,Tasha B. Murphy,Mohsen Naghavi,Bruce Neal,Paul K. Nelson,Joan M. Nolla,Rosana E. Norman,Casey Olives,Saad B. Omer,Jessica Orchard,Richard H. Osborne,Bart Ostro,Andrew Page,Kiran Pandey,Charles D. H. Parry,Erin Passmore,Jayadeep Patra,Neil Pearce,Pamela M. Pelizzari,Max Petzold,Michael Phillips,Daniel Pope,C. Arden Pope,John Powles,Mayuree Rao,Homie Razavi,Eva Rehfuess,Jürgen Rehm,Beate Ritz,Frederick P. Rivara,Thomas Roberts,Carolyn Robinson,Jose Adolfo Rodriguez-Portales,Isabelle Romieu,Robin Room,Lisa C. Rosenfeld,Ananya Roy,Lesley Rushton,Joshua A. Salomon,Uchechukwu Sampson,Lidia Sanchez-Riera,Ella Sanman,Amir Sapkota,Soraya Seedat,Peilin Shi,Kevin D. Shield,Rupak Shivakoti,Gitanjali M Singh,David A. Sleet,Emma Smith,Kirk R. Smith,Nicolas J. C. Stapelberg,Kyle Steenland,Heidi Stöckl,Lars Jacob Stovner,Kurt Straif,Lahn Straney,George D. Thurston,Jimmy H. Tran,Rita Van Dingenen,Aaron van Donkelaar,J. Lennert Veerman,Lakshmi Vijayakumar,Robert G. Weintraub,Myrna M. Weissman,Richard A. White,Harvey Whiteford,Steven T. Wiersma,James D. Wilkinson,Hywel C Williams,Warwick Williams,Nick Wilson,Anthony D. Woolf,Paul S. F. Yip,Jan M Zielinski,Alan D. Lopez,Christopher J L Murray,Majid Ezzati +210 more
TL;DR: In this paper, the authors estimated deaths and disability-adjusted life years (DALYs; sum of years lived with disability [YLD] and years of life lost [YLL]) attributable to the independent effects of 67 risk factors and clusters of risk factors for 21 regions in 1990 and 2010.
Journal ArticleDOI
Toxic Potential of Materials at the Nanolevel
TL;DR: The establishment of principles and test procedures to ensure safe manufacture and use of nanomaterials in the marketplace is urgently required and achievable.
Journal ArticleDOI
Sensor networks: evolution, opportunities, and challenges
Chee-Yee Chong,Sanjeev Kumar +1 more
TL;DR: The history of research in sensor networks over the past three decades is traced, including two important programs of the Defense Advanced Research Projects Agency (DARPA) spanning this period: the Distributed Sensor Networks (DSN) and the Sensor Information Technology (SensIT) programs.
Journal ArticleDOI
A survey of mobile phone sensing
Nicholas D. Lane,Emiliano Miluzzo,Hong Lu,Daniel Peebles,Tanzeem Choudhury,Andrew T. Campbell +5 more
TL;DR: This article surveys existing mobile phone sensing algorithms, applications, and systems, and discusses the emerging sensing paradigms, and formulates an architectural framework for discussing a number of the open issues and challenges emerging in the new area ofMobile phone sensing research.
Journal ArticleDOI
Conduction Model of Metal Oxide Gas Sensors
Nicolae Barsan,Udo Weimar +1 more
TL;DR: In this article, the authors provide a frame model that deals with all contributions involved in conduction within a real world sensor, and then summarize the contributions together with their interactions in a general applicable model for real world gas sensors.