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2026 Vol.36, Issue 1 Preview Page

Research Article

31 March 2026. pp. 45-59
Abstract
References
1

Baek, W., Choi, J., 2020, Analysis of the effect of the revised ground amplification factor on the macro liquefaction assessment method, Journal of the Korean Geotechnical Society, 36(2), 5-15 (in Korean with English abstract).

10.7843/kgs.2020.36.2.5
2

Borcherdt, R.D., 1994, Estimates of site-dependent response spectra for design (methodology and justification), Earthquake Spectra, 10(4), 617-653.

10.1193/1.1585791
3

Chithuloori, P., Kim, J.M., 2025, Soft voting ensemble classifier for liquefaction prediction based on SPT data, Artificial Intelligence Review, 58, 228.

10.1007/s10462-025-11230-w
4

Choi, J., Jin, Y., Baek, W., 2022, Experimental analysis of liquefaction resistance characteristics of silica sand used in earthquake simulation tests, Journal of the Korean Geo-Environmental Society, 23(5), 5-13 (in Korean with English abstract).

10.14481/jkges.2022.23.5.5
5

Choi, S.J., Chwae, U., Lee, H.K., Song, Y., Kang, I.M., 2012, Review on the Chugaryeong fault, Economic and Environmental Geology, 45, 441-446 (in Korean).

10.9719/EEG.2012.45.4.441
6

Civico, R., Brunori, C.A., De Martini, P.M., Pucci, S., Cinti, F.R., Pantosti, D., 2015, Liquefaction susceptibility assessment in fluvial plains using airborne LiDAR: The case of the 2012 Emilia earthquake sequence area (Italy), Natural Hazards and Earth System Sciences, 15, 2473-2483.

10.5194/nhess-15-2473-2015
7

Dhakal, R., Cubrinovski, M., 2025, Liquefaction response of reclaimed soils from effective stress analysis, Soils and Foundations, 65(5), 101677.

10.1016/j.sandf.2025.101677
8

Gahng, G., 2019, Characteristics of liquefaction phenomena induced by 2017. 11. 15 Pohang Earthquake, Master’s Thesis, Pusan National University, 47p (in Korean with English abstract).

9

Gihm, Y.S., Ko, K., 2019, Geological significance of liquefaction and soft-sediment deformation structures, Economic and Environmental Geology, 52(5), 471-484 (in Korean with English abstract).

10.9719/EEG.2019.52.5.471
10

Ha, I., Oh, I., 2020, Feasibility study for revision of domestic liquefaction evaluation criteria by analyzing the liquefaction phenomenon caused by the Pohang earthquake, Journal of the Korean Geotechnical Society, 36(4), 17-30 (in Korean with English abstract).

10.7843/KGS.2020.36.4.17
11

Hakim, W.L., Fadhillah, M.F., Park, S., Lee, C.W., 2025, Dual-stage wildfire risk analysis in South Korea: Susceptibility mapping from a decade of FIRMS data and 2025 burn area detection with multi-sensor classification, International Journal of Applied Earth Observation and Geoinformation, 144, 104890.

10.1016/j.jag.2025.104890
12

Hong, S.H., Lee, B.J., Hwang, S.K., 1982, Explanatory text of the geological map of Seoul sheet (scale 1:50,000), Korea Institute of Energy and Resources (in Korean with English abstract).

13

Hong, S.H., Oh, I.S., Kim, H.C., Lee, B.J., 1981, Explanatory text of the geological map of Yangsuri sheet (scale 1:50,000), Korea Institute of Energy and Resources (in Korean with English abstract).

14

Hwang, J.H., Kihm, Y.H., 2007, Geological report of the Jipori sheet (scale 1:50,000), Korea Institute of Geoscience and Mineral Resources (in Korean with English abstract).

15

Iwasaki, T., Tatsuoka, F., Tokida, K., Yasuda, S., 1978, A practical method for assessing liquefaction potential based on case studies at various sites in Japan, Proceedings of the 5th Japan Symposium on Earthquake Engineering, Tokyo, 641-648.

16

Jeon, J., Kim, J., Han, J., Seo, S., Jeon, B., 2024, Study of prediction of liquefaction potential index based on machine learning method, Journal of the Korean Geo-Environmental Society, 25(11), 5-12 (in Korean with English abstract).

10.14481/jkges.2024.25.11.5
17

Kee, W.S., Lim, S.B., Kim, H., Kim, B.C., Hwang, S.K., Song, K.Y., Kim, Y.H., 2008, Geological report of the Yeoncheon sheet (scale 1:50,000), Korea Institute of Geoscience and Mineral Resources (in Korean with English abstract).

18

Kim, B., Hong, T.K., 2022, A national VS30 model for South Korea to combine nationwide dense borehole measurements with ambient seismic noise analysis, Earth and Space Science, 9, e2021EA002066.

10.1029/2021EA002066
19

Kim, N.J., Hong, S.H., 1975, Explanatory text of the geological map of Anyang sheet (scale 1:50,000), Korea Institute of Energy and Resources (in Korean with English abstract).

20

Koh, H.J., Lee, B.J., Lee, S.R., 2004, Geological report of the Goyang sheet (scale 1:50,000), Korea Institute of Geoscience and Mineral Resources (in Korean with English abstract).

21

Koh, H.J., Song, K.Y., 2005, Geological report of the Uijeongbu sheet (scale 1:50,000), Korea Institute of Geoscience and Mineral Resources (in Korean with English abstract).

22

Kwak, M., Ku, T., Choi, J., 2015, Development of mapping method for liquefaction hazard in moderate seismic region considering the uncertainty of big site investigation data, Journal of the Korean Geo-Environmental Society, 16(1), 17-27 (in Korean with English abstract).

10.14481/jkges.2015.16.1.17
23

Le, X.H., Eu, S., Choi, C., Nguyen, D.H., Yeon, M., Lee, G., 2023, Machine learning for high-resolution landslide susceptibility mapping: Case study in Inje County, South Korea, Frontiers in Earth Science, 11, 1268501.

10.3389/feart.2023.1268501
24

Lee, B.J., Kim,Y.B., Kee, W.S., 2006, Geological report of the Gisan sheet (scale 1:50,000), Korea Institute of Geoscience and Mineral Resources (in Korean with English abstract).

25

Lim, H., Jeong, R., Oh, D., Kang, H., Son, M., 2020, Liquefaction hazard assessment according to seismic recurrence intervals using simple estimating method in Busan City, Korea, The Journal of Engineering Geology, 30(4), 589-602 (in Korean with English abstract).

10.9720/KSEG.2020.4.589
26

Luna, R., Frost, J.D., 1998, Spatial liquefaction analysis system, Journal of Computing in Civil Engineering, 12(1), 48-56.

10.1061/(ASCE)0887-3801(1998)12:1(48)
27

MCT (Ministry of Construction and Transportation), EESK (Earthquake Engineering Society of Korea), 1997, Seismic design standard (II) (in Korean).

28

MOCT (Ministry of Construction and Transportation), 2001, Korean highway bridge design code (in Korean).

29

MOCT (Ministry of Construction and Transportation), 2003, Foundation design code for structures (in Korean).

30

MOF (Ministry of Oceans and Fisheries), 1999, Standard of seismic design for fishing port and harbor facilities (in Korean).

31

MOF (Ministry of Oceans and Fisheries), 2019, Seismic design of harbor and port, KDS 64 17 00 (in Korean).

32

MOLIT (Ministry of Land, Infrastructure and Transport), 2016, Foundation design criteria (in Korean).

33

MOLIT (Ministry of Land, Infrastructure and Transport), 2018, Seismic design general, KDS 17 10 00:2018 (in Korean).

34

MOLIT (Ministry of Land, Infrastructure and Transport), 2024, Seismic design general, KDS 17 10 00:2024 (in Korean).

35

Muftuoglu, G.M., Dehghanian, K., 2025, Soil liquefaction assessment using machine learning, Artificial Intelligence in Geosciences, 6(1), 100122.

10.1016/j.aiig.2025.100122
36

NDMI (National Disaster Management Research Institute), 2023a, Development of standard model for earthquake liquefaction potential mapping, Publication No. 11-1741056-000536-01, 218p (in Korean).

37

NDMI (National Disaster Management Research Institute), 2023b, Development of establish technique for Korean liquefaction hazard map (II), Publication No. 11-1741056-000537-01, 56p (in Korean).

38

Oh, I.T., Ha, I.S., Lee, W.J., Yoo, M.T., 2022, A basic study on the evaluation of liquefaction damage of railway embankment using numerical analysis, Proceedings of the Korean Society of Civil Engineers Conference, Busan, 459-460 (in Korean).

39

Ozsagir, M., Erden, C., Bol, E., Sert, S., Özocak, A., 2022, Machine learning approaches for prediction of fine-grained soils liquefaction, Computers and Geotechnics, 152, 105014.

10.1016/j.compgeo.2022.105014
40

Powers, D.M.W., 2011, Evaluation: From precision, recall and F-measure to ROC, informedness, markedness & correlation, Journal of Machine Learning Technologies, 2, 37-63.

41

Seed, H.B., Idriss, I.M., 1967, Analysis of soil liquefaction: Niigata earthquake, Journal of the Soil Mechanics and Foundations Division, ASCE, 93(3), 83-108.

10.1061/JSFEAQ.0000981
42

Seed, H.B., Idriss, I.M., 1971, Simplified procedure for evaluating soil liquefaction potential, Journal of the Soil Mechanics and Foundations Division, ASCE, 97(9), 1249-1273.

10.1061/JSFEAQ.0001662
43

Seed, H.B., Idriss, I.M., 1982, Ground motions and soil liquefaction during earthquakes, Earthquake Engineering Research Institute, 134p.

44

Seed, H.B., Ugas, C., Lysmer, J., 1976, Site-dependent spectra for earthquake-resistant design, Bulletin of the Seismological Society of America, 66(1), 221-243.

10.1785/BSSA0660010221
45

Sokolova, M., Lapalme, G., 2009, A systematic analysis of performance measures for classification tasks, Information Processing & Management, 45, 427-437.

10.1016/j.ipm.2009.03.002
46

Song, Y.W., Chung, C.K., Park, K.H., Kim, M.G., 2018, Assessment of liquefaction potential using correlation between shear wave velocity and normalized LPI on urban areas of Seoul and Gyeongju, KSCE Journal of Civil and Environmental Engineering Research, 38(2), 357-367 (in Korean with English abstract).

10.12652/Ksce.2018.38.2.0357
47

Sonmez, H., 2003, Modification of the liquefaction potential index and liquefaction susceptibility mapping for a liquefaction-prone area (Inegol,Turkey), Environmental Geology, 44(7), 862-871.

10.1007/s00254-003-0831-0
48

Sun, C.G., 2010, Suggestion of additional criteria for site categorization in Korea by quantifying regional specific characteristics on seismic response, Geophysics and Geophysical Exploration, 13, 203-218 (in Korean with English abstract).

49

Sun, C.G., Chung, C.K., Kim, D.S., 2007, Determination of mean shear wave velocity to the depth of 30m based on shallow shear wave velocity profile, Journal of the Earthquake Engineering Society of Korea, 11, 45-57 (in Korean with English abstract).

10.5000/EESK.2007.11.1.045
50

Sun, C.G., Chung, C.K., Yang, D.S., 2005, Evaluation of site-specific seismic amplification characteristics in plains of Seoul metropolitan area, Journal of the Earthquake Engineering Society of Korea, 9(4), 29-42 (in Korean with English abstract).

10.5000/EESK.2005.9.4.029
51

Won, C.K., Paik, K.H., Chi, J.M., Goo, M.O., Ahn, H.R., 1981, Explanatory text of the geological map of Ddug seom sheet (scale 1:50,000), Korea Institute of Energy and Resources (in Korean with English abstract).

52

Won, J., Jun, H., 2024, Application of machine-learning for detecting gas indicator distribution from seismic data, Economic and Environmental Geology, 57(6), 681-699 (in Korean with English abstract).

10.9719/EEG.2024.57.6.681
53

Youd, T.L., Idriss, I.M., 2001, Liquefaction resistance of soils: Summary report from the 1996 NCEER and 1998 NCEER/NSF workshops on evaluation of liquefaction resistance of soils, Journal of Geotechnical and Geoenvironmental Engineering, 127(4), 297-313.

10.1061/(ASCE)1090-0241(2001)127:4(297)
54

Yun, J., 2022, The Han River development: Planning the riverfront as Seoul’s natural landmark, Sustainability, 14(7), 4011.

10.3390/su14074011
Information
  • Publisher :Korean Society of Engineering Geology
  • Publisher(Ko) :대한지질공학회
  • Journal Title :The Journal of Engineering Geology
  • Journal Title(Ko) :지질공학
  • Volume : 36
  • No :1
  • Pages :45-59
  • Received Date : 2026-01-06
  • Revised Date : 2026-02-20
  • Accepted Date : 2026-02-25