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MODIS DSI for Evaluation of the Local Drought Events in Korea
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 Title & Authors
MODIS DSI for Evaluation of the Local Drought Events in Korea
Park, Hye Sun; Um, Myoung-Jin; Kim, Jeong Bin; Kim, Yeonjoo;
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 Abstract
As the drought disasters are increased in the world, the need of study using satellite image data is on the rise. This study is conducted to analyze the drought in the region using satellite image, and to analyze the correlation with the standard precipitation index (SPI) and the actual drought cases. We selected Dongducheon and Taebaek region for domestic major drought (2001, 2008-2009). The correlation with the SPI and the observed water level data was analyzed using the spatial resolution and 8days MODIS DSI (Drought Severity Index). In Dongducheon, 6-months DSI has a correlation of 0.71 with the SPI (30). In Taebaek, the correlation between 6-months DSI and SPI (90) was a 0.40 and showed an average hit ratio of 65.7% in comparing with the observed water level of study area. In summary, this study showed a limited correlation between DSI based on satellite images and meteorological drought index SPI and confirmed the possibility of using DSI for the domestic study.
 Keywords
Drought;Drought index;Satellite image data;Correlation analysis;
 Language
Korean
 Cited by
 References
1.
Ahn, S. R., Lee, J. W. and Kim, S. J. (2014). "Analysis of 2012 spring drought using meteorological and hydrological drought indices and satellite-based vegetation indices." KCID journal, KCID, Vol. 21, No. 1, pp. 78-88 (in Korean).

2.
Anderson, M. C., Hain, C., Otkin, J., Zhan, X., Mo, K., Svoboda, M., Wardlow, B. and Pimstein, A. (2013). "An intercomparison of drought indicators based on thermal remote sensing and NLDAS-2 simulations with U.S. drought monitor classifications." Journal of Hydrometeorology, American Meteorological Society, Vol. 14, No. 4, pp. 1035-1056.

3.
Bae, D. H. and Son, K. H. (2013). "Utilization of satellite data for drought monitoring." Disaster & Safety, NDMI, Vol. 15, No. 3, pp. 71-76 (in Korean).

4.
Choi, M. H. and Kim, H. U. (2010). "Utilization of satellite imagery in hydro-meteorological sector." Journal of the Korean Society of Hazard Mitigation, KOSHAM, Vol. 10, No. 1, pp. 40-43 (in Korean).

5.
Dai, A. (2011). "Characteristics and trends in various forms of the Palmer drought severity index during 1900-2008." Journal of Geophysical Research, American Geophysical Union, Vol. 116, D12115, doi:10.1029/2010JD015541. crossref(new window)

6.
Dongducheon city (2002). The statistical year book of Dongducheon (in Korean).

7.
Ji, L. and Peters, A. J. (2003). "Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices." Remote Sensing of Environment, Elsevier, Vol. 87, No. 1, pp. 85-98. crossref(new window)

8.
Kim, G. S. and Lee, J. W. (2011). "Evaluation of drought indices using the drought records." Journal of Korea Water Resources Association, KWRA, Vol. 44, No. 8, pp. 639-652 (in Korean). crossref(new window)

9.
Kim, M. S. and Moon, Y. I. (2014). "A study on target standardized precipitation index in Korea." Journal of the Korean Society of Civil Engineers, KSCE, Vol. 34, No. 4, pp. 1117-1123 (in Korean). crossref(new window)

10.
Korea Institute of Civil Engineering and Building Technology (KICT) (2001). The 2001 great drought in the central region of Korea (in Korean).

11.
Korea Meteorological Administration (KMA) (2012). Development of hydro-meteorological early warning system for response to climate change (in Korean).

12.
Korea Meteorological Administration (KMA). Available at: http://www.kma.go.kr/ (Accessed: April 15, 2015).

13.
Lee, B. R., Sung, J. H. and Chung, E. S. (2015). "Comparison of meteorological drought and hydrological drought index." Journal of Korea Water Resources Association, KWRA, Vol. 48, No. 1, pp. 69-78 (in Korean). crossref(new window)

14.
Lee, J. H. and Lee, G. J. (2006). "Establishment of national drought management information system." Magazine of Korea water resources association, KWRA, Vol. 39, No. 3, pp. 29-36 (in Korean).

15.
McKee, T. B., Doesken, N. J. and Kliest, J. (1993). "The relationship of drought frequency and duration to time scales." 8th Conference on Applied Climatology, Anaheim, California, pp. 179-184.

16.
McKee, T. B., Doesken, N. J. and Kliest, J. (1995). "Drought monitoring with multiple time scales." 9th AMS Conference on Applied Climatology, Dallas, Texas.

17.
Ministry of Construction and Transportation (MOCT) (2002). Drought research report 2001 (in Korean).

18.
Mu, Q., Heinsch, F. A., Zhao, M. and Running, S. W. (2007). "Development of a global evapotranspiration algorithm based on MODIS and global meteorology data." Remote Sensing of Environment, Elsevier, Vol. 111, No. 4, pp. 519-536. crossref(new window)

19.
Mu, Q., Jones, L. A., Kimball, J. S., McDonald, K. C. and Running, S. W. (2009). "Satellite assessment of land surface evapotranspiration for the pan-Arctic domain." Water Resources Research, American Geophysical Union, Vol. 45, 09420, doi:10.1029/2008WR007189. crossref(new window)

20.
Mu, Q., Zhao, M. and Running, S. W. (2011). "Improvements to a MODIS global terrestrial evapotranspiration algorithm." Remote Sensing of Environment, Elsevier, Vol. 115, No. 8, pp. 1781-1800. crossref(new window)

21.
Mu, Q., Zhao, M., Kimball, J. S., McDowell, N. G. and Running, S. W. (2013). "A remotely sensed global terrestrial Drought Severity Index." Bulletin of the American Meteorological Society, American Meteorological Society, Vol. 94, No. 1, pp. 83-98. crossref(new window)

22.
National Oceanic and Atmospheric Administration (NOAA) (1999). NOAA's top global weather, water and climate events of the 20 th century, NOAA, Available at: http://www.noaanews.noaa.gov/stories/s334.htm (Accessed: June 5, 2015).

23.
Numerical Terradynamic Simulation Group at the University of Montana (NTSG). Available at: http://www.ntsg.umt.edu/ (Accessed: April 10, 2015).

24.
Oh, S. B., Kim, D. W., Choi, K. S. and Byun, H. R. (2010). "Introduction of east asian drought monitoring system." SOLA, Meteorological Society of Japan, Vol. 6A, pp. 9-12. crossref(new window)

25.
Orvos, P. I., Homonnai, V., Varai, A., Bozoki, Z. and Janosi, I. M. (2014). "Trend analysis of a new MODIS drought severity index with emphasis on the carpathian basin." IDOJARAS, Hungarian Meteorological Service, Vol. 118, No. 4, pp. 323-333.

26.
Park, J. S. and Kim, K. T. (2009). "Evaluation of MODIS NDVI for drought monitoring : Focused on comparison of drought index." The Journal of GIS Association of Korea, KSIS, Vol. 17, No. 1, pp. 117-129 (in Korean).

27.
Ryu, J. H., Lee, D. R., Ahn, J. H. and Yoon, Y. N. (2002). "A comparative study on the drought indices for drought evaluation." Proceedings of the Korea Water Resources Association Conference, KWRA, Vol. 35 No. 4, pp. 397-410 (in Korean).

28.
Shin, S. C. and Eoh, M. S. (2004). "Analysis of drought detection and propagation using satellite data." Journal of the Korean Society of Hazard Mitigation, KOSHAM, Vol. 4, No. 2, pp. 61-69 (in Korean).

29.
Sur, C. Y., Kim, K. J., Choi, W. J., Shim, J. H. and Choi, M. H. (2014). "Drought assessments using satellite-based drought index in Korea; Southern region case in 2013." Journal of the Korean Society of Hazard Mitigation, KOSHAM, Vol. 14, No. 3, pp. 127-131 (in Korean).

30.
Taebaek city (2009). Taebaek drought White Paper. 72-4220000-000039-01 (in Korean).

31.
Taebaek city (2010). The statistical year book of Taebaek (in Korean).

32.
Water Resources Management Information System (WAMIS). Available at: http://www.wamis.go.kr/ (Accessed: May 7, 2015).

33.
Wilhite, D. A. (2000). Drought: A Global Assessment (Volumes 1 and 2), Routledge Publishers, London.

34.
Wilhite, D. A. and Glantz, M. H. (1985). "Understanding: The drought phenomenon: The role of definitions." Water International, Taylor & Francis, Vol. 10, No. 3, pp.111-120. crossref(new window)

35.
Yang, B., Wang, Q., Wang, C., Wan, H., Yang, Y., Cha, Y., Le, C., Liu, X. and Li, J. (2010). "Drought monitoring in North China using HJ-1 satellite remote sensing data." Sixth International Symposium on Digital Earth: Data Processing and Applications, SPIE, Vol. 7841, Washington.

36.
Yoo, J. Y., Choi, M. H. and Kim, T. W. (2010). "The utilization of MODIS LST imagery for droughts monitoring in the Korean peninsula." Magazine of the Korean Society of Hazard Mitigation, KOSHAM, pp. 350-353 (in Korean).

37.
Zhang, X. Q. and Yamaguchi, Y. (2014). "Characterization and evaluation of MODIS-derived Drought Severity Index (DSI) for monitoring the 2009-2010 drought over southwestern China." Natural Hazards, Springer Netherlands, Vol. 74, No. 3, pp. 2129-2145. crossref(new window)