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2019 | OriginalPaper | Buchkapitel

Initial Use of Big Data and Open Data on Disaster Risk Management

verfasst von : Wei-Sen Li, Ke-Hui Chen, Chi-Ling Chang, Yanling Lee

Erschienen in: Information Technology in Disaster Risk Reduction

Verlag: Springer International Publishing

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Abstract

As more sensor networks, the Internet of Things (IoT) and smart devices are applied for data collection, including physical parameters or social responses, it is a growing trend that big data is dominating quality of disaster risk reduction, emergency preparedness and emergency operation. How to appropriately use big data depends on quality, transmission, exchange, storage, display and dissemination during the whole process data life cycle. “Data life cycle” means approaches to improve knowledge to use big data. Moreover, to solve issues related to disaster risk management is required to integrate diverse data sets based on the characteristics of individual requests. For example, an execution of early eviction before a typhoon makes landfall, demographic structure, weather forecast, real-time rainfall monitoring, threshold values to trigger flood or landslide and supporting resources are the essential elements for a successful operation. However, lots of digital preparedness need comprehensive coordination and arrangements in advance. In order to further make the most use of data for enhancing public awareness and decision formation, producing open data is also important to reach targeted groups of users through understating key information intelligence to take right reactions. Since embracing policy of open data, it needs enablers to set up a well-regulated environment among original data producers, data aggregator, app or system developers, transmission channel providers and final message receivers. An developing example tells the recent developments on big data and open data for disaster risk management.

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Literatur
1.
Zurück zum Zitat Hsieh, S.H.: Achievements and Outputs of the Program on Applying Science and Technology for Disaster Reduction, 2011–2014 (2015) Hsieh, S.H.: Achievements and Outputs of the Program on Applying Science and Technology for Disaster Reduction, 2011–2014 (2015)
2.
Zurück zum Zitat Tasy, C.Y.: From Academic Research to Policy Making - A Case of Taiwan Effort in Disaster Reduction (2009) Tasy, C.Y.: From Academic Research to Policy Making - A Case of Taiwan Effort in Disaster Reduction (2009)
3.
Zurück zum Zitat Chen, L.C., Liu, Y.C., Chan, K.C.: Integrated community-based disaster management program in Taiwan: a case study of Shang-An village. Nat. Hazards 37(1), 209 (2006)CrossRef Chen, L.C., Liu, Y.C., Chan, K.C.: Integrated community-based disaster management program in Taiwan: a case study of Shang-An village. Nat. Hazards 37(1), 209 (2006)CrossRef
4.
Zurück zum Zitat Yen, C.L., Loh, C.H., Chen, L.C., Wei, L.Y., Lee, W.C., Ho, H.Y.: Development and implementation of disaster reduction technology in Taiwan. Nat. Hazards 37(1), 3–21 (2006)CrossRef Yen, C.L., Loh, C.H., Chen, L.C., Wei, L.Y., Lee, W.C., Ho, H.Y.: Development and implementation of disaster reduction technology in Taiwan. Nat. Hazards 37(1), 3–21 (2006)CrossRef
5.
Zurück zum Zitat Hsu, H.H., Chou, C., Wu, Y.C., Lu, M.M., Chen, C.T., Chen, Y.M.: Climate change in Taiwan. Scientific report 2011 (Summary). National Science Council (2001) Hsu, H.H., Chou, C., Wu, Y.C., Lu, M.M., Chen, C.T., Chen, Y.M.: Climate change in Taiwan. Scientific report 2011 (Summary). National Science Council (2001)
6.
Zurück zum Zitat Liu, S.C., Fu, C., Shiu, C.-J., Chen, J.-P., Wu, F.: Temperature dependence of global precipitation extremes. Geophys. Res. Lett. 36, L17702 (2009)CrossRef Liu, S.C., Fu, C., Shiu, C.-J., Chen, J.-P., Wu, F.: Temperature dependence of global precipitation extremes. Geophys. Res. Lett. 36, L17702 (2009)CrossRef
7.
Zurück zum Zitat Yang, H.-H., Chen, S.-Y., Chien, S.-Y., Li, W.-S.: Forensic Investigation of Typhoon Morakot Disasters: Nausalu and Daniao Village Case Study. National Science and Technology Center for Disaster Reduction (2013) Yang, H.-H., Chen, S.-Y., Chien, S.-Y., Li, W.-S.: Forensic Investigation of Typhoon Morakot Disasters: Nausalu and Daniao Village Case Study. National Science and Technology Center for Disaster Reduction (2013)
8.
Zurück zum Zitat Burton, I.: Forensic disaster investigations in depth: a new case study model. Environment 52(5), 36–41 (2010) Burton, I.: Forensic disaster investigations in depth: a new case study model. Environment 52(5), 36–41 (2010)
9.
Zurück zum Zitat Burton, I., et al.: IRDR forensic investigations: report from the ad-hoc working group. Integrated Research on Disaster Risk, Torento (2010) Burton, I., et al.: IRDR forensic investigations: report from the ad-hoc working group. Integrated Research on Disaster Risk, Torento (2010)
Metadaten
Titel
Initial Use of Big Data and Open Data on Disaster Risk Management
verfasst von
Wei-Sen Li
Ke-Hui Chen
Chi-Ling Chang
Yanling Lee
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-18293-9_3