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Yıl 2020, Cilt: 1 Sayı: 1, 1 - 7, 15.06.2020

Muzaffer Can İban

Öz

Kaynakça

  • Arab-Mazar, Z., Sah, R., Rabaan, A. A., Dhama, K., & Rodriguez-Morales, A. J. (2020). Mapping the incidence of the COVID-19 hotspot in Iran – Implications for Travellers. Travel Medicine and Infectious Disease, 101630. https://doi.org/10.1016/j.tmaid.2020.101630
  • BBC Turkish. (2020). Pandemi İzolasyon Takip Projesi nedir: Covid-19 salgını kapsamında nasıl kullanılacak? https://www.bbc.com/turkce/haberler-turkiye-52219300 (Accessed on 10.04.2020)
  • Boone, J. (2000). Remote Sensing and Geographic Information Systems: Charting Sin Nombre Virus Infections in Deer Mice. Emerging Infectious Diseases, 6(3), 248–258. https://doi.org/10.3201/eid0603.000304
  • Borruso, A. (2020). Coronavirus, abbiamo trasformato i dati ufficiali in formato machine readable ma chiediamo alle istituzioni di farlo da sole. OnData. http://blog.ondata.it/coronavirus-abbiamo-trasformato-i-dati-ufficiali-in-formato-machine-readable-ma-chiediamo-alle-istituzioni-di-farlo-da-sole/ (Accessed on 10.04.2020)
  • Brooker, S., & Michael, E. (2000). The potential of geographical information systems and remote sensing in the epidemiology and control of human helminth infections (pp. 245–288). https://doi.org/10.1016/S0065-308X(00)47011-9
  • Bynum, W. (2013). In retrospect: On the Mode of Communication of Cholera. Nature, 495(7440), 169–170. https://doi.org/10.1038/495169a
  • Cohen, J., & Kupferschmidt, K. (2020). Strategies shift as coronavirus pandemic looms. Science, 367(6481), 962–963. https://doi.org/10.1126/science.367.6481.962
  • Colak, E. H., Yomralioglu, T., Nisanci, R., Yildirim, V., & Duran, C. (2015). Geostatistical analysis of the relationship between heavy metals in drinking water and cancer incidence in residential areas in the Black Sea region of Turkey. Journal of Environmental Health, 77(6), 86–93. http://www.ncbi.nlm.nih.gov/pubmed/25619041
  • Dong, E., Du, H., & Gardner, L. (2020). An interactive web-based dashboard to track COVID-19 in real time. The Lancet Infectious Diseases. https://doi.org/10.1016/S1473-3099(20)30120-1
  • ESA. (2020). Coronavirus lockdown leading to drop in pollution across Europe. https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-5P/Coronavirus_lockdown_leading_to_drop_in_pollution_across_Europe (Accessed on 10.04.2020)
  • Fanelli, D., & Piazza, F. (2020). Analysis and forecast of COVID-19 spreading in China, Italy and France. Chaos, Solitons & Fractals, 134, 109761. https://doi.org/10.1016/j.chaos.2020.109761
  • Gáborjányi, R., Pásztor, L., Papp, M., Szabó, J., Mesterházy, Á., Németh, T., & Kőmíves, T. (2003). Use of remote sensing to detect virus infected wheat plants in the field. Cereal Research Communications, 31(1–2), 113–120. https://doi.org/10.1007/BF03543257
  • Hui, D. S., I Azhar, E., Madani, T. A., Ntoumi, F., Kock, R., Dar, O., Ippolito, G., Mchugh, T. D., Memish, Z. A., Drosten, C., Zumla, A., & Petersen, E. (2020). The continuing 2019-nCoV epidemic threat of novel coronaviruses to global health — The latest 2019 novel coronavirus outbreak in Wuhan, China. International Journal of Infectious Diseases, 91, 264–266. https://doi.org/10.1016/j.ijid.2020.01.009
  • NASA Earth Observatory. (2020). Airborne Nitrogen Dioxide Plummets Over China. https://earthobservatory.nasa.gov/images/146362/airborne-nitrogen-dioxide-plummets-over-china (Accessed on 10.04.2020)
  • Porta, M. (2014). A dictionary of epidemiology. Oxford University Press.
  • The Washington Post. (2020). Location data could help fight covid-19 — but privacy must be protected. https://www.washingtonpost.com/opinions/global-opinions/location-data-could-help-fight-covid-19--but-privacy-must-be-protected/2020/03/24/64f1eaa0-6d42-11ea-aa80-c2470c6b2034_story.html (Accessed on 10.04.2020)
  • Tran, A., Kassié, D., & Herbreteau, V. (2016). Applications of Remote Sensing to the Epidemiology of Infectious Diseases: Some Examples. In Land Surface Remote Sensing (pp. 295–315). Elsevier. https://doi.org/10.1016/B978-1-78548-105-5.50009-8
  • Turkish Ministry of Health. (2020). Türkiye’deki Güncel Koronavirüs Durumu. https://covid19.saglik.gov.tr/ (Accessed on 10.04.2020)
  • VoPham, T., Hart, J. E., Laden, F., & Chiang, Y.-Y. (2018). Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology. Environmental Health, 17(1), 40. https://doi.org/10.1186/s12940-018-0386-x
  • Worldometer. (2020). COVID-19 Coronavirus Pandemic. https://www.worldometers.info/coronavirus/ (Accessed on 10.04.2020)
  • Xu, B., Gutierrez, B., Mekaru, S., Sewalk, K., Goodwin, L., Loskill, A., Cohn, E. L., Hswen, Y., Hill, S. C., Cobo, M. M., Zarebski, A. E., Li, S., Wu, C.-H., Hulland, E., Morgan, J. D., Wang, L., O’Brien, K., Scarpino, S. V., Brownstein, J. S., … Kraemer, M. U. G. (2020). Epidemiological data from the COVID-19 outbreak, real-time case information. Scientific Data, 7(1), 106. https://doi.org/10.1038/s41597-020-0448-0
  • Xu, B., Kraemer, M. U. G., Xu, B., Gutierrez, B., Mekaru, S., Sewalk, K., Loskill, A., Wang, L., Cohn, E., Hill, S., Zarebski, A., Li, S., Wu, C.-H., Hulland, E., Morgan, J., Scarpino, S., Brownstein, J., Pybus, O., Pigott, D., & Kraemer, M. (2020). Open access epidemiological data from the COVID-19 outbreak. The Lancet Infectious Diseases. https://doi.org/10.1016/S1473-3099(20)30119-5
  • Yomralioglu, T., Colak, E. H., & Aydinoglu, A. C. (2009). Geo-relationship between cancer cases and the environment by GIS: a case study of Trabzon in Turkey. International Journal of Environmental Research and Public Health, 6(12), 3190–3204. https://doi.org/10.3390/ijerph6123190
  • Zhou, C., Su, F., Pei, T., Zhang, A., Du, Y., Luo, B., Cao, Z., Wang, J., Yuan, W., Zhu, Y., Song, C., Chen, J., Xu, J., Li, F., Ma, T., Jiang, L., Yan, F., Yi, J., Hu, Y., … Xiao, H. (2020). COVID-19: Challenges to GIS with Big Data. Geography and Sustainability. https://doi.org/10.1016/j.geosus.2020.03.005

Geospatial Data Science Response to COVID-19 Crisis and Pandemic Isolation Tracking

Yıl 2020, Cilt: 1 Sayı: 1, 1 - 7, 15.06.2020

Muzaffer Can İban

Öz

A novel Coronavirus (COVID-19 or SARS-CoV-2) pandemic has become a unique issue topping the global agenda in 2020. Georeferencing any pandemic brings in a spatial extent to monitoring such public health crises. This will be possible only if data patterns about the pandemic cases have practical and biologically relevant value. This article investigates current responses to COVID-19 crisis in the geospatial data science domain, by reviewing the outcomes of the studies carried out. These studies consist of a variety of techniques, such as real-time geospatial databases for pandemic cases, monitoring medical needs, geospatial dashboards, environmental change detection during the pandemic and data collection. Moreover, it introduces pandemic isolation tracking projects and gives the Turkish example to discuss data privacy issues. As a conclusion, the article presents some recommendations and future perspectives for the use of geospatial data science in epidemiological researches.

Anahtar Kelimeler

COVID-19 Epidemic Spreading Geographic Information Systems Pandemic Isolation Tracking Geospatial Data

Kaynakça

  • Arab-Mazar, Z., Sah, R., Rabaan, A. A., Dhama, K., & Rodriguez-Morales, A. J. (2020). Mapping the incidence of the COVID-19 hotspot in Iran – Implications for Travellers. Travel Medicine and Infectious Disease, 101630. https://doi.org/10.1016/j.tmaid.2020.101630
  • BBC Turkish. (2020). Pandemi İzolasyon Takip Projesi nedir: Covid-19 salgını kapsamında nasıl kullanılacak? https://www.bbc.com/turkce/haberler-turkiye-52219300 (Accessed on 10.04.2020)
  • Boone, J. (2000). Remote Sensing and Geographic Information Systems: Charting Sin Nombre Virus Infections in Deer Mice. Emerging Infectious Diseases, 6(3), 248–258. https://doi.org/10.3201/eid0603.000304
  • Borruso, A. (2020). Coronavirus, abbiamo trasformato i dati ufficiali in formato machine readable ma chiediamo alle istituzioni di farlo da sole. OnData. http://blog.ondata.it/coronavirus-abbiamo-trasformato-i-dati-ufficiali-in-formato-machine-readable-ma-chiediamo-alle-istituzioni-di-farlo-da-sole/ (Accessed on 10.04.2020)
  • Brooker, S., & Michael, E. (2000). The potential of geographical information systems and remote sensing in the epidemiology and control of human helminth infections (pp. 245–288). https://doi.org/10.1016/S0065-308X(00)47011-9
  • Bynum, W. (2013). In retrospect: On the Mode of Communication of Cholera. Nature, 495(7440), 169–170. https://doi.org/10.1038/495169a
  • Cohen, J., & Kupferschmidt, K. (2020). Strategies shift as coronavirus pandemic looms. Science, 367(6481), 962–963. https://doi.org/10.1126/science.367.6481.962
  • Colak, E. H., Yomralioglu, T., Nisanci, R., Yildirim, V., & Duran, C. (2015). Geostatistical analysis of the relationship between heavy metals in drinking water and cancer incidence in residential areas in the Black Sea region of Turkey. Journal of Environmental Health, 77(6), 86–93. http://www.ncbi.nlm.nih.gov/pubmed/25619041
  • Dong, E., Du, H., & Gardner, L. (2020). An interactive web-based dashboard to track COVID-19 in real time. The Lancet Infectious Diseases. https://doi.org/10.1016/S1473-3099(20)30120-1
  • ESA. (2020). Coronavirus lockdown leading to drop in pollution across Europe. https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-5P/Coronavirus_lockdown_leading_to_drop_in_pollution_across_Europe (Accessed on 10.04.2020)
  • Fanelli, D., & Piazza, F. (2020). Analysis and forecast of COVID-19 spreading in China, Italy and France. Chaos, Solitons & Fractals, 134, 109761. https://doi.org/10.1016/j.chaos.2020.109761
  • Gáborjányi, R., Pásztor, L., Papp, M., Szabó, J., Mesterházy, Á., Németh, T., & Kőmíves, T. (2003). Use of remote sensing to detect virus infected wheat plants in the field. Cereal Research Communications, 31(1–2), 113–120. https://doi.org/10.1007/BF03543257
  • Hui, D. S., I Azhar, E., Madani, T. A., Ntoumi, F., Kock, R., Dar, O., Ippolito, G., Mchugh, T. D., Memish, Z. A., Drosten, C., Zumla, A., & Petersen, E. (2020). The continuing 2019-nCoV epidemic threat of novel coronaviruses to global health — The latest 2019 novel coronavirus outbreak in Wuhan, China. International Journal of Infectious Diseases, 91, 264–266. https://doi.org/10.1016/j.ijid.2020.01.009
  • NASA Earth Observatory. (2020). Airborne Nitrogen Dioxide Plummets Over China. https://earthobservatory.nasa.gov/images/146362/airborne-nitrogen-dioxide-plummets-over-china (Accessed on 10.04.2020)
  • Porta, M. (2014). A dictionary of epidemiology. Oxford University Press.
  • The Washington Post. (2020). Location data could help fight covid-19 — but privacy must be protected. https://www.washingtonpost.com/opinions/global-opinions/location-data-could-help-fight-covid-19--but-privacy-must-be-protected/2020/03/24/64f1eaa0-6d42-11ea-aa80-c2470c6b2034_story.html (Accessed on 10.04.2020)
  • Tran, A., Kassié, D., & Herbreteau, V. (2016). Applications of Remote Sensing to the Epidemiology of Infectious Diseases: Some Examples. In Land Surface Remote Sensing (pp. 295–315). Elsevier. https://doi.org/10.1016/B978-1-78548-105-5.50009-8
  • Turkish Ministry of Health. (2020). Türkiye’deki Güncel Koronavirüs Durumu. https://covid19.saglik.gov.tr/ (Accessed on 10.04.2020)
  • VoPham, T., Hart, J. E., Laden, F., & Chiang, Y.-Y. (2018). Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology. Environmental Health, 17(1), 40. https://doi.org/10.1186/s12940-018-0386-x
  • Worldometer. (2020). COVID-19 Coronavirus Pandemic. https://www.worldometers.info/coronavirus/ (Accessed on 10.04.2020)
  • Xu, B., Gutierrez, B., Mekaru, S., Sewalk, K., Goodwin, L., Loskill, A., Cohn, E. L., Hswen, Y., Hill, S. C., Cobo, M. M., Zarebski, A. E., Li, S., Wu, C.-H., Hulland, E., Morgan, J. D., Wang, L., O’Brien, K., Scarpino, S. V., Brownstein, J. S., … Kraemer, M. U. G. (2020). Epidemiological data from the COVID-19 outbreak, real-time case information. Scientific Data, 7(1), 106. https://doi.org/10.1038/s41597-020-0448-0
  • Xu, B., Kraemer, M. U. G., Xu, B., Gutierrez, B., Mekaru, S., Sewalk, K., Loskill, A., Wang, L., Cohn, E., Hill, S., Zarebski, A., Li, S., Wu, C.-H., Hulland, E., Morgan, J., Scarpino, S., Brownstein, J., Pybus, O., Pigott, D., & Kraemer, M. (2020). Open access epidemiological data from the COVID-19 outbreak. The Lancet Infectious Diseases. https://doi.org/10.1016/S1473-3099(20)30119-5
  • Yomralioglu, T., Colak, E. H., & Aydinoglu, A. C. (2009). Geo-relationship between cancer cases and the environment by GIS: a case study of Trabzon in Turkey. International Journal of Environmental Research and Public Health, 6(12), 3190–3204. https://doi.org/10.3390/ijerph6123190
  • Zhou, C., Su, F., Pei, T., Zhang, A., Du, Y., Luo, B., Cao, Z., Wang, J., Yuan, W., Zhu, Y., Song, C., Chen, J., Xu, J., Li, F., Ma, T., Jiang, L., Yan, F., Yi, J., Hu, Y., … Xiao, H. (2020). COVID-19: Challenges to GIS with Big Data. Geography and Sustainability. https://doi.org/10.1016/j.geosus.2020.03.005
Toplam 24 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Yer Bilimleri ve Jeoloji Mühendisliği (Diğer)
Bölüm Review Articles
Yazarlar

Muzaffer Can İban 0000-0002-3341-1338

Yayımlanma Tarihi 15 Haziran 2020
Gönderilme Tarihi 11 Nisan 2020
Kabul Tarihi 3 Mayıs 2020
Yayımlandığı Sayı Yıl 2020 Cilt: 1 Sayı: 1

Kaynak Göster

APA İban, M. C. (2020). Geospatial Data Science Response to COVID-19 Crisis and Pandemic Isolation Tracking. Turkish Journal of Geosciences, 1(1), 1-7.
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