An Exploratory Analysis in Mapping of Asthma Risk in Western Australia
Hendra Kurnia Febriawan(1*), Carla Maria da Silva Sodre(2)
(1) Curtin University
(2) Department of Spatial Sciences, Curtin University- Building 207, Kent Street, Bentley, Western Australia 6845.
(*) Corresponding Author
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Anderson, H. R., Butland, B. K., Donkelaar, A. Van, Brauer, M., Strachan, D. P., & Clayton, T. (2012). Research | Children ’ s Health Satellite-based Estimates of Ambient Air Pollution and Global Variations in Childhood Asthma Prevalence. Environ
Health Perspect, 120(9), 1333–1339. https://doi.org/10.1289/ehp.1104724
Andrusaityte, S., Grazuleviciene, R., Kudzyte, J., Bernotiene, A., Dedele, A., &
Nieuwenhuijsen, M. J. (2016). Associations between neighbourhood greenness and asthma in preschool children in Kaunas, Lithuania: a case–control study. BMJ Open, 6(4), e010341. https://doi.org/10.1136/bmjopen-2015-010341.
ArcMap, D. (2017). Using weights. Retrieved from http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-statistics-toolbox/using-weights.htm.
Australia Wide First Aid. (2018). Thunderstorm Asthma. Retrieved October 27, 2017, from https://www.australiawidefirstaid.com.au/thunderstorm-asthma/.
Black, M. H., Anderson, A., Bell, R. A., Dabelea, D., Pihoker, C., Saydah, S., … Lawrence, J. M. (2011). Prevalence of Asthma and Its Association With Glycemic Control Among Youth With Diabetes. Pediatrics, 128(4), e839–e847. https://doi.org/10.1542/peds.2010-3636.
Bottrell, J. (2011). Here’s Why Humidity and Cold Air Trigger Asthma. Retrieved from https://www.healthcentral.com/article/heres-why-humidity-and-cold-air-trigger-asthma.
Chien, L.-C., & Alamgir, H. (2014). Geographic disparities of asthma prevalence in south-western United States of America. Geospatial Health, 9(1), 97. https://doi.org/10.4081/gh.2014.8.
Collison, A., Herbert, C., Siegle, J. S., Mattes, J., Foster, P. S., & Kumar, R. K. (2011). Altered expression of microRNA in the airway wall in chronic asthma: miR-126 as a potential therapeutic target. BMC Pulmonary Medicine, 11. https://doi.org/10.1186/1471-2466-11-29.
Compact Appliance. (2015). Breathe Easy: Why Controlling Humidity Can Help Reduce Asthma Symptoms. Retrieved October 25, 2017, from https://learn.compactappliance.com/humidity-and-asthma/.
Cook, A. G., Devos, A. J. B. M., Pereira, G., Jardine, A., & Weinstein, P. (2011). Use of a total traffic count metric to investigate the impact of roadways on asthma severity: A case-control study. Environmental Health: A Global Access Science Source, 10(1), 1–8. https://doi.org/10.1186/1476-069X-10-52.
Crighton, E. J., Feng, J., Gershon, A., Guan, J., & To, T. (2012). A spatial analysis of asthma prevalence in Ontario. Canadian Journal of Public Health, 103(5), 384–389.
Cunningham, J. (2010). Socioeconomic status and self-reported asthma in Indigenous and non-Indigenous Australian adults aged 18-64 years : analysis of national survey data, 1–11.
Davinci.asu.edu. (2013). evi. Retrieved from http://davinci.asu.edu/index.php?title=evi
Delclòs-alió, X., Miralles-guasch, C., & Jacobs, J. (2018). Land Use Policy Looking at Barcelona through Jane Jacobs ’ s eyes : Mapping the basic conditions for urban vitality in a Mediterranean conurbation. Land Use Policy, 75(April), 505–517. https://doi.org/10.1016/j.landusepol.2018.04.026.
Erdman, E., Liss, A., Gute, D. M., Rioux, C., Koch, M., & Naumova, E. N. (2015). Does the presence of vegetation affect asthma hospitalizations among the elderly ? A comparison between rural , suburban ..., (May). https://doi.org/10.24102/ijes.v4i1.526.
Gorai, A. K., Tchounwou, P. B., & Tuluri, F. (2016). Association between ambient air pollution and asthma prevalence in different population groups residing in Eastern Texas, USA. International Journal of Environmental Research and Public Health, 13(4). https://doi.org/10.3390/ijerph13040378
Górniak, J. (2016). The Spatial Autocorrelation Analysis for Transport Accessibility in Selected Regions of the European Union. Comparative Economic Research, 19(5), 25–42. https://doi.org/10.1515/cer-2016-0036.
Health Service, G. W. A. (2015a). Pilbara – population and health snapshot, 1–6. Retrieved from http://www.wapha.org.au/wp-content/uploads/2015/12/Regional-Profile-2016-Pilbara-population-and-health-snapshot-FINAL.pdf
Health Service, G. W. A. (2015b). Wheatbelt – population and health snapshot astern Primary Health Service. Retrieved from http://www.wapha.org.au/wp-content/uploads/2016/01/Wheatbelt-snapshot-2016.pdf
Health Service, G. W. A. (2016). Goldfields – population and health snapshot. Retrieved from http://www.wapha.org.au/wp-content/uploads/2015/12/Regional-Profile-2016-Goldfields-population-and-health-snapshot-FINAL-002.pdf
Hekking, P. P. W., Wener, R. R., Amelink, M., Zwinderman, A. H., Bouvy, M. L., & Bel, E. H. (2015). The prevalence of severe refractory asthma. Journal of Allergy and Clinical Immunology, 135(4), 896–902. https://doi.org/10.1016/j.jaci.2014.08.042.
Jiang, Z., & Huete, A. R. (2008). Development of a two-band enhanced vegetation index without a blue band. Remote Sensing of Environment, 112(10), 3833–3845.
Jones, V. F., Lawson, P., Robson, G., Buchanan, B., & Aldrich, T. (2004). The Use of Spatial Statistics to Identify Asthma Risk Factors in an Urban Community. Pediatric Asthma, Allergy and Immunology, 17(1), 3–13. https://doi.org/http://dx.doi.org/10.1089/088318704322994895
Kececi, M. C. (2017). Monitoring Pollen Counts and Pollen Allergy Index Using Satellite Observations in East Coast of the United States. South Dakota State University.
Koster, L. (2016). Indoor humidity and your family’s health. Retrieved from https://www.nationalasthma.org.au/news/2016/indoor-humidity
Krstić, G. (2011). Asthma prevalence associated with geographical latitude and regional insolation in the United States of America and Australia. PLoS ONE, 6(4). https://doi.org/10.1371/journal.pone.0018492.
Lomba, A., Strohbach, M., Jerrentrup, J. S., Dauber, J., Klimek, S., & Mccracken, D. I. (2017). Making the best of both worlds : Can high-resolution agricultural administrative data support the assessment of High Nature Value farmlands across Europe? Ecological Indicators, 72, 118–130. https://doi.org/10.1016/j.ecolind.2016.08.008.
Lopes, S. B., São-carlense, A. T., Carlos, S., & São-carlense, A. T. (2007). Exploratory and Confirmatory Spatial Data Analysis Tools in Transport Demand Modeling. Computers in Urban Planning and Urban Management.
Mainardi, T. R., Mellins, R. B., Miller, R. L., Acosta, L. M., Cornell, A., Hoepner, L., …
Perzanowski, M. S. (2013). Exercise-Induced Wheeze, Urgent Medical Visits, and Neighborhood Asthma Prevalence. Pediatrics, 131(1), e127–e135. https://doi.org/10.1542/peds.2012-1072.
Mayo Clinic, S. (2016). Asthma Causes. Retrieved from http://www.mayoclinic.org/diseases-conditions/asthma/basics/causes/con-20026992
Pereira, G., De Vos, A. J. B. M., & Cook, A. (2009a). Residential traffic exposure and children’s emergency department presentation for asthma: A spatial study. International Journal of Health Geographics, 8, 1–10. https://doi.org/10.1186/1476-072X-8-63.
Pereira, G., De Vos, A. J. B. M., & Cook, A. (2009b). Residential traffic exposure and children’s emergency department presentation for asthma: A spatial study. International Journal of Health Geographics, 8, 1–11. https://doi.org/10.1186/1476-072X-8-63.
Pereira, G., De Vos, A. J. B. M., Cook, A., & D’Arcy, C. (2010). Vector fields of risk: A new approach to the geographical representation of childhood asthma. Health and Place, 16(1), 140–146. https://doi.org/10.1016/j.healthplace.2009.09.006.
Pereira, G., Vos, A. De, & Cook, A. (2009). Removing the Effects of Socioeconomic Status on the Geographic Distribution of Asthma Events.
Perry, M. (2017). Asthma and Humidity. Retrieved from http://www.healthguidance.org/entry/10912/1/Asthma-and-Humidity.html
Pisati, M. (2012). Exploratory spatial data analysis using Stata 2012 German Stata Users Group meeting Spatial data Overview Dot maps Diagram maps Choropleth maps Multivariate maps, 1–91.
Reddel, H. K., Sawyer, S. M., & Everett, P. W. (2015). Asthma control in Australia: a cross-sectional web-based survey in a nationally representative population, 202(May), 492–498. https://doi.org/10.5694/mja14.01564.
Ronchi, S., Salata, S., Arcidiacono, A., & Ronchi, S. (2018). An indicator of urban morphology for landscape planning in Lombardy ( Italy ). Management of Environmental Quality: An International Journal. https://doi.org/10.1108/MEQ-05-2017-0048.
Rousta, I., Doostkamian, M., Haghighi, E., Ghafarian Malamiri, H. R., & Yarahmadi, P. (2017). Analysis of spatial autocorrelation patterns of heavy and super-heavy rainfall in Iran. Advances in Atmospheric Sciences, 34(9), 1069–1081. https://doi.org/10.1007/s00376-017-6227-y.
Shankardass, K., Jerrett, M., Dell, S. D., Foty, R., & Stieb, D. (2015). Spatial analysis of exposure to traffic-related air pollution at birth and childhood atopic asthma in Toronto, Ontario. Health and Place, 34(2), 287–295. https://doi.org/10.1016/j.healthplace.2015.06.001.
Skarkova, P., Kadlubiec, R., Fischer, M., Kratenova, J., Zapletal, M., & Vrubel, J. (2015). Refining of Asthma Prevalence Spatial Distribution and Visualization of Outdoor Environment Factors Using Gis and Its Application for Identification of Mutual Associations. Central European Journal of Public Health, 23(3), 258–266. https://doi.org/10.21101/cejph.a4193.
Song, J., Du, S., Feng, X., & Guo, L. (2014). Landscape and Urban Planning The relationships between landscape compositions and land surface temperature : Quantifying their resolution sensitivity with spatial regression models. Landscape and Urban Planning, 123, 145–157. https://doi.org/10.1016/j.landurbplan.2013.11.014.
Speldewinde, P. C., Cook, A., Davies, P., & Weinstein, P. (2011). The hidden health burden of environmental degradation: Disease comorbidities and dryland salinity. EcoHealth, 8(1), 82–92. https://doi.org/10.1007/s10393-011-0686-x.
Tattersfield, A. E., Knox, A. J., Britton, J. R., & Hall, I. P. (2002). Asthma, 360, 1313–1322.
To, T., Stanojevic, S., Moores, G., Gershon, A. S., Bateman, E. D., Cruz, A. A., & Boulet, L. P. (2012). Global asthma prevalence in adults: Findings from the cross-sectional world health survey. BMC Public Health, 12(1), 204. https://doi.org/10.1186/1471-2458-12-204.
Venkatramanan, S., Chung, S. Y., Rajesh, R., & Lee, S. Y. (2015). Comprehensive studies of hydrogeochemical processes and quality status of groundwater with tools of cluster , grouping analysis , and fuzzy set method using GIS platform : a case study of Dalcheon in Ulsan City , Korea. Environmental Science and Pollution Research, 22(15), 11209–11223. https://doi.org/10.1007/s11356-015-4290-4.
Zhou, J., Tu, Y., Chen, Y., & Wang, H. (2017). Estimating Spatial Autocorrelation With Sampled Network Data. Journal of Business & Economic Statistics, 35(1), 130–138. https://doi.org/10.1080/07350015.2015.1061437.
DOI: https://doi.org/10.22146/ijg.30149
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