Abstract
The subject of air pollution is paid increasing attention to in recent years. NH3 has significant effect on PM2.5, especially due to animal excrements and chemical fertilizer. Some PM2.5 monitoring data in Taiwan show that the concentration in south central Taiwan is apparently on the high side, and south central Taiwan has dense livestock and poultry. Therefore, this paper combines the livestock and poultry data opened by Taiwan Council of Agriculture (COA) with the PM2.5 data obtained by air monitoring stations opened by Taiwan Environmental Protection Administration (EPA), and uses SpatialHadoop to build a Cloud platform to analyze the correlation between Taiwan’s livestock data and the concentration of PM2.5. The analysis results show that the annual mean concentration of PM2.5 of the air monitoring station in the livestock and poultry dense region is higher than that in other regions by 33%.
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References
http://hk.on.cc/cn/bkn/cnt/news/20140529/bkncn-20140529051643333-0529_05011_001_cn.html
http://scitech.people.com.cn/BIG5/n1/2016/0222/c1007-28138290.html
Aji, A., Wang, F., Vo, H., Lee, R., Liu, Q., Zhang, X., Saltz, J.: Hadoop GIS: a high performance spatial data warehousing system over MapReduce. Proc. VLDB Endow. 6(11), 1009–1020 (2013)
Eldawy, A., Mokbel, M.F.: A demonstration of SpatialHadoop: an efficient MapReduce framework for spatial data. Proc. VLDB Endow. 6(12), 1230–1233 (2013)
Eldawy, A., Alharthi, S., Alzaidy, A., Daghistani, A., Ghani, S., Basalamah, S., Mokbel, M.F.: A demonstration of SHAHED: a MapReduce-based system for querying and visualizing satellite data. In: Proceedings of the IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 2015
Guttman, A.: R-trees: a dynamic index structure for spatial searching. SIGMOD Rec. 14(2), 47–57 (1984)
Heald, C.L., Collett Jr., J.L., Lee, T., Benedict, K.B., Schwandner, F.M., Li, Y., Clarisse, L., Hurtmans, D.R., Van Damme, M., Clerbaux, C., Coheur, P.-F., Philip, S., Martin, R.V., Pye, H.O.T.: Atmospheric ammonia and particulate inorganic nitrogen over the United States. Atmos. Chem. Phys. 12, 10295–10312 (2012)
Nievergelt, J., Hinterberger, H., Sevcik, K.C.: The grid file: an adaptable, symmetric multikey file structure. ACM Trans. Database Syst. 9(1), 38–71 (1984)
Li, L., Kumar, M., Zhu, C., Zhong, J., Francisco, J.S., Zeng, X.C.: Near-barrierless ammonium bisulfate formation via a loop- structure promoted proton-transfer mechanism on the surface of water. J. Am. Chem. Soc. 138, 1816–1819 (2016)
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Tseng, CY., Chang, JH. (2017). A Study of the Correlation Between Livestock Data Analysis and the Concentration of PM2.5 - Using the Cloud Computing Platform. In: Lee, JH., Pack, S. (eds) Quality, Reliability, Security and Robustness in Heterogeneous Networks. QShine 2016. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 199. Springer, Cham. https://doi.org/10.1007/978-3-319-60717-7_8
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DOI: https://doi.org/10.1007/978-3-319-60717-7_8
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