Acknowledgement
이 논문은 행정안전부 기후변화대응 AI기반 풍수해 위험도 예측기술개발 사업의 지원을 받아 수행된 연구임(2022-MOIS61-003).
References
- Andreassian, V., Perrin, C., Michel, C., Usart-Sanchez, I., and Lavabre, J. (2001). "Impact of imperfect rainfall knowledge on the efficiency and the parameters of watershed models." Journal of Hydrology, Vol. 250, No. 1-4, pp. 206-223. https://doi.org/10.1016/S0022-1694(01)00437-1
- Berndt, C., and Haberlandt, U. (2018). "Spatial interpolation of climate variables in Northern Germany - Influence of temporal resolution and network density." Journal of Hydrology: Regional Studies, Vol. 15, pp. 184-202. https://doi.org/10.1016/j.ejrh.2018.02.002
- Beven, K.J. (2011). Rainfall-runoff modelling: The primer. John Wiley & Sons, Hoboken, NJ, U.S.
- Chaubey, I., Haan, C.T., Grunwald, S., and Salisbury, J.M. (1999). "Uncertainty in the model parameters due to spatial variability of rainfall." Journal of Hydrology, Vol. 220, No. 1-2, pp. 48-61. https://doi.org/10.1016/S0022-1694(99)00063-3
- Chen, C.W., Oguchi, T., Hayakawa, Y.S., Saito, H., and Chen, H. (2017). "Relationship between landslide size and rainfall conditions in Taiwan." Landslides, Vol. 14, No. 3, pp. 1235-1240. https://doi.org/10.1007/s10346-016-0790-7
- Di Piazza, A., Conti, F.L., Noto, L.V., Viola, F., and La Loggia, G. (2011). "Comparative analysis of different techniques for spatial interpolation of rainfall data to create a serially complete monthly time series of precipitation for Sicily, Italy." International Journal of Applied Earth Observation and Geoinformation, Vol. 13, No. 3, pp. 396-408. https://doi.org/10.1016/j.jag.2011.01.005
- Dirks, K.N., Hay, J.E., Stow, C.D., and Harris, D. (1998). "High-resolution studies of rainfall on Norfolk Island: Part II: Interpolation of rainfall data." Journal of Hydrology, Vol. 208, No. 3-4, pp. 187-193. https://doi.org/10.1016/S0022-1694(98)00155-3
- Edwards, K. (1972). "A note on the calculation of mean area precipitation by J. Akin." Journal of Hydrology, Vol. 51, pp. 171-173. https://doi.org/10.1016/0022-1694(72)90127-8
- Faures, J.M., Goodrich, D.C., Woolhiser, D.A., and Sorooshian, S. (1995). "Impact of small-scale spatial rainfall variability on runoff modeling." Journal of hydrology, Vol. 173, No. 1-4, pp. 309-326. https://doi.org/10.1016/0022-1694(95)02704-S
- Haylock, M.R., Hofstra, N., Klein Tank, A.M.G., Klok, E.J., Jones, P.D., and New, M. (2008). "A European daily high resolution gridded data set of surface temperature and precipitation for 1950-2006." Journal of Geophysical Research: Atmospheres, Vol. 113, D20119.
- Horton, R. (1923). "Accuracy of areal rainfall estimates." Monthly Weather Review, Vol. 51, pp. 348-353. https://doi.org/10.1175/1520-0493(1923)51<348:AOARE>2.0.CO;2
- Kobold, M., and Suselj, K. (2005). "Precipitation forecasts and their uncertainty as input into hydrological models." Hydrology and Earth System Sciences, Vol. 9, No. 4, pp. 322-332. https://doi.org/10.5194/hess-9-322-2005
- Leander, R., Buishand, T., van den Hurk, B., and de Wit, M. (2008). "Estimated changes in flood quantiles of the river Meuse from resampling of regional climate model output." Journal of Hydrology, Vol. 351, No. 3-4, pp. 331-343. https://doi.org/10.1016/j.jhydrol.2007.12.020
- Li, J., and Heap, A.D. (2011). "A review of comparative studies of spatial interpolation methods in environmental sciences: Performance and impact factors." Ecological Informatics, Vol. 6, No. 3-4, pp. 228-241. https://doi.org/10.1016/j.ecoinf.2010.12.003
- Ly, S., Charles, C., and Degre, A. (2011). "Geostatistical interpolation of daily rainfall at catchment scale: The use of several variogram models in the Ourthe and Ambleve catchments, Belgium." Hydrology and Earth System Sciences, Vol. 15, No. 7, pp. 2259-2274. https://doi.org/10.5194/hess-15-2259-2011
- Ly, S., Charles, C., and Degre, A. (2013). "Different methods for spatial interpolation of rainfall data for operational hydrology and hydrological modeling at watershed scale: A review." Biotechnologie, Agronomie, Societe et Environnement, Vol. 17, No. 2, pp. 392-406.
- Moulin, L., Gaume, E., and Obled, C. (2009). "Uncertainties on mean areal precipitation: assessment and impact on streamflow simulations." Hydrology and Earth System Sciences, Vol. 13, No. 2, pp. 99-114. https://doi.org/10.5194/hess-13-99-2009
- Oke, M.O., Martins, O., and Idowu, O.A. (2014). "Determination of rainfall-recharge relationship in River Ona basin using soil moisture balance and water fluctuation methods." International Journal of Water Resources and Environmental Engineering, Vol. 6, No. 1, pp. 1-11. https://doi.org/10.5897/IJWREE2013.0443
- Otieno, H., Yang, J., Liu, W., and Han, D. (2014). "Influence of rain gauge density on interpolation method selection." Journal of Hydrologic Engineering, Vol. 19, No. 11, 04014024.
- Pegram, G.G.S., and Clothier, A.N. (2001). "High resolution space - time modelling of rainfall: The "String of Beads" model." Journal of Hydrology, Vol. 241, No. 1-2, pp. 26-41. https://doi.org/10.1016/S0022-1694(00)00373-5
- Price, K., Purucker, S.T., Kraemer, S.R., Babendreier, J.E., and Knightes, C.D. (2014). "Comparison of radar and gauge precipitation data in watershed models across varying spatial and temporal scales.", Hydrological Processes, Vol. 28, No. 9, pp. 3505-3520. https://doi.org/10.1002/hyp.9890
- Schuurmans, J.M., and Bierkens, M.F.P. (2006). "Effect of spatial distribution of daily rainfall on interior catchment response of a distributed hydrological model." Hydrology and Earth System Sciences Discussions, Vol. 3, pp. 2175-2208.
- Sinclair, S., and Pegram, G. (2005). "Combining radar and rain gauge rainfall estimates using conditional merging." Atmospheric Science Letters, Vol. 6, No. 1, pp. 19-22.
- Singh, V.P. (1997). "Effect of spatial and temporal variability in rainfall and watershed characteristics on stream flow hydrograph." Hydrological Processes, Vol. 11, No. 12, pp. 1649-1669. https://doi.org/10.1002/(SICI)1099-1085(19971015)11:12<1649::AID-HYP495>3.0.CO;2-1
- Teegavarapu, R.S., Tufail, M., and Ormsbee, L. (2009). "Optimal functional forms for estimation of missing precipitation data." Journal of Hydrology, Vol. 374, No. 1-2, pp. 106-115. https://doi.org/10.1016/j.jhydrol.2009.06.014
- Thiessen, A.H. (1911). "Precipitation for large areas." Monthly Weather Review, Vol. 39, pp. 3082-1084.
- Vicente-Serrano, S.M., Saz-Sanchez, M.A., and Cuadrat, J.M. (2003). "Comparative analysis of interpolation methods in the middle Ebro Valley (Spain): Application to annual precipitation and temperature." Climate Research, Vol. 24, No. 2, pp. 161-180. https://doi.org/10.3354/cr024161
- Wagner, P.D., Fiener, P., Wilken, F., Kumar, S., and Schneider, K. (2012). "Comparison and evaluation of spatial interpolation schemes for daily rainfall in data scarce regions." Journal of Hydrology, Vol. 464, pp. 388-400.
- Wiesner, C. (1970). Hydrometeorology. Chapman & Hall, London, UK.
- World Met Organisation (WMO) (1965). Guide to hydro-meteorological practices. No. 168, TP82. Geneva.
- Yatagai, A., Arakawa, O., Kamiguchi, K., Kawamoto, H., Nodzu, M. I., and Hamada, A. (2009). "A 44-year daily gridded precipitation dataset for Asia based on a dense network of rain gauges." Sola, Vol. 5, pp. 137-140. https://doi.org/10.2151/sola.2009-035