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2025 Vol.58, Issue 1

Research Article

31 January 2025. pp. 1-12
Abstract
References
1

Ali, M., Ghaith, M., Wagdy, A., and Helmi, A.M. (2022). "Development of a new multivariate composite drought index for the Blue Nile River Basin." Water, Vol. 14, No. 6, 886.

10.3390/w14060886
2

Bae, D.H., Son, K.H., Kim, and H.A. (2013). "Derivation & evaluation of drought threshold level considering hydro-meteorological data on South Korea." Journal of Korea Water Resources Association, Vol. 46, No. 3, pp. 287-299. doi: 10.3741/JKWRA.2013.46.3.287.

10.3741/JKWRA.2013.46.3.287
3

Bishop, C.M. (1999). "Variational principal components." In IEE Conference Publication on Artificial Neural Networks, Edinburgh, UK, pp. 509-514.

10.1049/cp:19991160
4

Chen, S., Muhammad, W., Lee, J.H., and Kim, T.W. (2018). "Assessment of probabilistic multi-index drought using a dynamic naive Bayesian classifier." Water Resources Management, Vol. 32, pp. 4359-4374.

10.1007/s11269-018-2062-x
5

Gusyev, M.A., Hasegawa, A., Magome, J., Kuribayashi, D., Sawano, H., and Lee, S. (2015). "Drought assessment in the Pampanga River Basin, the Philippines. Part 1: A role of dam infrastructure in historical droughts." Proceedings of the 21st International Congress on Modelling and Simulation (MODSIM 2015), Broadbeach, Queensland, Australia. doi: 10.13140/RG.2.1.4931.4321.

6

Hao, Z., and AghaKouchak, A.A. (2014). "A nonparametric multivariate multi-index drought monitoring framework." Journal of Hydrometeorology, Vol. 15, pp. 89-101.

10.1175/JHM-D-12-0160.1
7

Jeong, M.S., Hong, S.J., Kim, Y.J., Yoon, H.C., and Lee, J.H. (2024a). "Combined analysis of meteorological and hydrological drought for hydrological drought prediction and early response - Focussing on the 2022-23 drought in the Jeollanam-do." Journal of Korea Water Resources Association, Vol. 57, No. 3, pp. 195-207.

8

Jeong, M.S., Park, S.Y., Kim, Y.J., Yoon, H.C., and Lee, J.H. (2024b). "Identification of propagation characteristics from meteorological drought to hydrological drought using daily drought indices and lagged correlations analysis." Journal of Hydrology: Regional Studies, Vol. 55, 101939.

10.1016/j.ejrh.2024.101939
9

Jolliffe, I.T. (2002). Principal component analysis, 2nd ed. Springer Science Business Media, Berlin, Germany.

10

Jolliffe, I.T., and Cadima, J. (2016). "Principal component analysis: A review and recent developments." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 374, No. 2065, 20150202.

10.1098/rsta.2015.020226953178PMC4792409
11

Kim, G.S., and Lee, J.W. (2011). "Evaluation of drought indices using the drought records." Journal of Korea Water Resources Association, Vol. 44, No. 8, pp. 639-652. doi: 10.3741/JKWRA.2011.44.8.639.

10.3741/JKWRA.2011.44.8.639
12

Kim, J.S., Chen,J., Park, S.Y., Wu, D., Yoon, H.C., and Lee, J.H. (2022). "OneMap drought monitoring analysis based on statistical models." Applied Sciences, Vol. 12, No. 19, 9669.

10.3390/app12199669
13

Kim, J.S., Park, S.Y., Lee, J.H., Chen, J., Chen, S., and Kim, T.W. (2021). "Integrated drought monitoring and evaluation through multi-sensor satellite-based statistical simulation." Remote Sensing, Vol. 13, No. 2, 272.

10.3390/rs13020272
14

Kwon, M., and Sung, J.H. (2019). "Changes in future drought with HadGEM2-AO projections." Water, Vol. 11, No. 2, 312.

10.3390/w11020312
15

Lai, W.Y., and Kuok, K.K. (2019). "A study on Bayesian principal component analysis for addressing missing rainfall data." Water Resources Management, Vol. 33, pp. 2615-2628.

10.1007/s11269-019-02209-8
16

Lee, J.H., Park, S.Y., Kim, M.G., and Chung, I.M. (2021). "Hydrological drought analysis and monitoring using multiple drought indices: The case of Mulrocheon watershed." KSCE Journal of Civil and Environmental Engineering Research, Vol. 41, No. 5, pp. 477-484.

17

Lloyd-Hughes, B. (2014). "The impracticality of a universal drought definition." Theoretical and Applied Climatology, Vol. 117, pp. 607-611.

10.1007/s00704-013-1025-7
18

Mckee, T.B., Doesken, N.J., and Kleist, J. (1993). "The relationship of drought frequency and duration of time scales." 8th Conference on Applied Climatology, Aneheim, CA, U.S., pp. 179-184.

19

Nalbantis, I. (2008). "Evaluation of a hydrological drought index." European Water, Vol. 23, No. 24, pp. 67-77.

10.1007/s11269-008-9305-1
20

Nalbantis, I., and Tsakiris, G. (2009). "Assessment of hydrological drought revisited." Water Resources Management, Vol. 23, pp. 881-897.

10.1007/s11269-008-9305-1
21

Oba, S., Sato, M.A., Takemasa, I., Monden, M., Matsubara, K.I., and Ishii, S.A. (2003) "Bayesian missing value estimation method for gene expression profile data." Bioinformatics, Vol. 19, pp. 2088-2096.

10.1093/bioinformatics/btg28714594714
22

Oliver, J.E. (2005). Encyclopedia of world climatology. Springer, Berlin/Heidelberg, Germany and New York, NY, U.S., p. 855.

23

Rajsekhar, D., Singh, V.P., and Mishra, A.K. (2015). "Multivariate drought index: An information theory based approach for integrated drought assessment." Journal of Hydrology, Vol. 526, pp. 164-182.

10.1016/j.jhydrol.2014.11.031
24

Schilstra, M., Wang, W., van Oel, P.R., Wang, J., and Cheng, H. (2024). "The effects of reservoir storage and water use on the upstream-downstream drought propagation." Journal of Hydrology, Vol. 631, 130668.

10.1016/j.jhydrol.2024.130668
25

Sepulcre-Canto, G., Horion, S.M.A.F., Singleton, A., Carrao, H., and Vogt, J. (2012). "Development of a combined drought indicator to detect agricultural drought in Europe." Natural Hazards and Earth System Sciences, Vol. 12, No. 11, pp. 3519-3531.

10.5194/nhess-12-3519-2012
26

Shin, J.Y., Kwon, H.H., Lee, J.H., and Kim, T.W. (2017). "Bayesian networks-based probabilistic forecasting of hydrological drought considering drought propagation." Journal of Korea Water Resources Association, Vol. 50, pp. 769-779.

27

Shin, J.Y., Kwon, H.H., Lee. J.H., and Kim, T.W. (2020). "Probabilistic long-term hydrological drought forecast using Bayesian networks and drought propagation." Meteorological Applications, Vol. 27, No. 1, e1827.

10.1002/met.1827
28

Sur, C.Y., Park, S.Y., Kim, T.W., and Lee, J.H. (2019). "Remote sensing-based agricultural drought monitoring using hydrometeorological variables." KSCE Journal of Civil Engineering, Vol. 23, No. 12, pp. 5244-5256.

10.1007/s12205-019-2242-0
29

Svoboda, M., and Fuchs, B. (2016). Handbook of drought indicators and indices. World Meteorological Organization, Geneva, Switzerland, pp. 1-44.

30

Svoboda, M., LeComte, D., Hayes, M., Heim, R., Gleason, K., Angel, J., Rippey, B., Tinker., R., Palecki, M., and Stooksbury, D. et al. (2002). "The drought monitor." Bulletin of the American Meteorological Society, Vol. 83, No. 8, pp. 1181-1190.

10.1175/1520-0477-83.8.1181
31

Torelló-Sentelles, H., and Franzke, C.L. (2022). "Drought impact links to meteorological drought indicators and predictability in Spain." Hydrology and Earth System Sciences, Vol. 26 No. 7, pp. 1821-1844.

10.5194/hess-26-1821-2022
32

Van Lanen, H.A.J. (2006). "Drought propagation through the hydrological cycle." In Proceedings of the 5th FRIEND World Conference, Havana, Cuba, pp. 122-127.

33

Won, K.J., and Chung, E.S. (2016). "Drought analysis of Cheongmicheon watershed using meteorological, agricultural and hydrological drought indices." Journal of Korea Water Resources Association, Vol. 49, No. 6, pp. 509-518.

10.3741/JKWRA.2016.49.6.509
34

Yoo, J.Y., Kim, J.Y., Kwon, H.H., and Kim, T.W. (2014). "Sensitivity assessment of meteorological drought index using Bayesian network." KSCE Journal of Civil and Environmental Engineering Research, Vol. 34, pp. 1787-1796.

10.12652/Ksce.2014.34.6.1787
35

Zelinka, I. (2004). SOMA - Self-organizing migrating algorithm. In new optimization techniques in engineering. Springer, Berlin/ Heidelberg, Germany, pp. 167-217.

10.1007/978-3-540-39930-8_7
Information
  • Publisher :KOREA WATER RESOURECES ASSOCIATION
  • Publisher(Ko) :한국수자원학회
  • Journal Title :Journal of Korea Water Resources Association
  • Journal Title(Ko) :한국수자원학회 논문집
  • Volume : 58
  • No :1
  • Pages :1-12
  • Received Date : 2024-10-21
  • Revised Date : 2024-11-06
  • Accepted Date : 2024-11-08