Acknowledgement
이 논문은 행정안전부 '자연재난 정책연계형 기술개발사업'의 지원을 받아 수행된 연구임(2021-MOIS35-003).
References
- Ahmad, W., Choi, M., Kim, S., and Kim, D. (2017). "Detection of land subsidence due to excessive groundwater use varying with different land cover types in Quetta valley, Pakistan using ESA-sentinel satellite data." Natural Hazards and Earth System Sciences Discussions, Vol. 40, No. 24, pp.9572-9603.
- Ahmad, W., Choi, M., Kim, S., and Kim, D. (2019). "Detection of land subsidence and its relationship with land cover types using ESA Sentinel satellite data: a case study of Quetta Valley, Pakistan." International Journal of Remote Sensing, Vol. 40, No. 24, pp. 9572-9603. https://doi.org/10.1080/01431161.2019.1633704
- Baik, J., Park, J., Ryu, D., and Choi, M. (2016). "Geospatial blending to improve spatial mapping of precipitation with high spatial resolution by merging satellite-based and ground-based data." Hydrological Processes, Vol. 30, No. 16, pp. 2789-2803. https://doi.org/10.1002/hyp.10786
- Chen, F., Lin, H., Zhang, Y. and Lu, Z. (2012). "Ground subsidence geo-hazards induced by rapid urbanization: Implications from InSAR observation and geological analysis." Natural Hazards and Earth System Sciences, Vol. 12, No. 4, pp. 935-942. https://doi.org/10.5194/nhess-12-935-2012
- Chen, M., Tomas, R., Li, Z., Motagh, M., Li, T., Hu, L., Gong, H., Li, X., Yu, J., and Gong, X. (2016). "Imaging land subsidence induced by groundwater extraction in Beijing (China) using satellite radar interferometry." Remote Sensing, Vol. 8, No. 6, 468.
- Chithra, S., Nair, M.H., Amarnath, A. and Anjana, N. (2015). "Impacts of impervious surfaces on the environment." International Journal of Engineering Science Invention, Vol. 4, No. 5, pp. 27-31.
- Elkateb, T., Chalaturnyk, R., and Robertson, P.K. (2003). "An overview of soil heterogeneity: quantification and implications on geotechnical field problems." Canadian Geotechnical Journal, Vol. 40, No. 1, pp. 1-15. https://doi.org/10.1139/t02-090
- Galloway, D.L., and Hoffmann, J. (2007). "The application of satellite differential SAR interferometry-derived ground displacements in hydrogeology." Hydrogeology Journal, Vol. 15, No. 1, pp. 133-154. https://doi.org/10.1007/s10040-006-0121-5
- Guzzetti, F., Peruccacci, S., Rossi, M., and Stark, C.P. (2007). "Rainfall thresholds for the initiation of landslides in central and southern Europe." Meteorology and Atmospheric Physics, Vol. 98, No. 3, pp. 239-267. https://doi.org/10.1007/s00703-007-0262-7
- Han, H., Shi, B., and Zhang, L. (2021). "Prediction of landslide sharp increase displacement by SVM with considering hysteresis of groundwater change." Engineering Geology, Vol. 280, 105876.
- Hicks, M.A., and Nuttall, J.D. (2012). "Year influence of soil heterogeneity on geotechnical performance and uncertainty: A Stochastic View on EC7." Proceedings 10th International Probabilistic Workshop, IPW, Universitat Stuttgart, Stuttgart, pp. 215-227.
- Hong, Y.-M., and Wan, S. (2011). "Forecasting groundwater level fluctuations for rainfall-induced landslide." Natural Hazards, Vol. 57, No. 2, pp. 167-184. https://doi.org/10.1007/s11069-010-9603-9
- Huang, B., Shu, L., and Yang, Y. (2012). "Groundwater overexploitation causing land subsidence: hazard risk assessment using field observation and spatial modelling." Water Resources Management, Vol. 26, No. 14, pp. 4225-4239.
- Jiang, M., Ding, X., Li, Z., Tian, X., Wang, C., and Zhu, W. (2014). "InSAR coherence estimation for small data sets and its impact on temporal decorrelation extraction." IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, No. 10, pp. 6584-6596. https://doi.org/10.1109/TGRS.2014.2298408
- Kim, K., Park, J., Baik, J., and Choi, M. (2017). "Evaluation of topographical and seasonal feature using GPM IMERG and TRMM 3B42 over Far-East Asia." Atmospheric Research, Vol. 187, pp. 95-105. https://doi.org/10.1016/j.atmosres.2016.12.007
- Kim, Y.H., Eum, K.Y., Han, S.J., Park, Y.G., and Jung, J.H. (2015). "A study on settlement characteristics of earthwork subgrade with lowering the groundwater in high-speed railway." Journal of the Korean Geotechnical Society, Vol. 31, No. 5, pp. 67-74. https://doi.org/10.7843/kgs.2015.31.5.67
- Kitutu, M., Muwanga, A., Poesen, J., and Deckers, J.A. (2009). "Influence of soil properties on landslide occurrences in Bududa district, Eastern Uganda." African Journal of Agricultural Research, Vol. 4, No. 7, pp. 611-620.
- Mahmoodinasab, F., and Mohseni, N. (2021). "A spatiotemporal analysis of the relationship between groundwater level and ground surface displacement using Sentinel-1 SAR data." Arabian Journal of Geosciences,Vol. 14, No. 12, pp. 1-10. https://doi.org/10.1007/s12517-020-06304-8
- Pacheco-Martinez, J., Hernandez-Marin, M., Burbey, T.J., GonzalezCervantes, N., Ortiz-Lozano, J.a., Zermeno-De-Leon, M.E., and Solis-Pinto, A. (2013). "Land subsidence and ground failure associated to groundwater exploitation in the Aguascalientes Valley, Mexico." Engineering Geology, Vol. 164, pp. 172-186. https://doi.org/10.1016/j.enggeo.2013.06.015
- Prokesova, R., Medveďova, A., Taborik, P., and Snopkova, Z. (2013). "Towards hydrological triggering mechanisms of large deepseated landslides." Landslides, Vol. 10, No. 3, pp. 239-254. https://doi.org/10.1007/s10346-012-0330-z
- Segoni, S., Piciullo, L., and Gariano, S.L. (2018). "A review of the recent literature on rainfall thresholds for landslide occurrence." Landslides, Vol. 15, No, 8, pp. 1483-1501. https://doi.org/10.1007/s10346-018-0966-4
- Van Asch, T.W., Malet, J.-P., and Bogaard, T. (2009). "The effect of groundwater fluctuations on the velocity pattern of slowmoving landslides." Natural Hazards and Earth System Sciences, Vol. 9, No. 3, pp. 739-749. https://doi.org/10.5194/nhess-9-739-2009
- Van Ty, T., Minh, H.V.T., Avtar, R., Kumar, P., Van Hiep, H., and Kurasaki, M. (2021). "Spatiotemporal variations in groundwater levels and the impact on land subsidence in CanTho, Vietnam." Groundwater for Sustainable Development, Vol. 15, 100680.
- Wang, T., Liao, M., and Perissin, D. (2009). "InSAR coherencedecomposition analysis." IEEE Geoscience and Remote Sensing Letters, Vol. 7, No. 1, pp. 156-160. https://doi.org/10.1109/LGRS.2009.2029126
- Wicki, A., Lehmann, P., Hauck, C., Seneviratne, S.I., Waldner, P., and Stahli, M. (2020). "Assessing the potential of soil moisture measurements for regional landslide early warning." Landslides, Vol. 17, No. 8, pp. 1881-1896. https://doi.org/10.1007/s10346-020-01400-y
- Yin, G., Baik, J., and Park, J. (2022). "Comprehensive analysis of GEO- KOMPSAT-2A and FengYun satellite-based precipitation estimates across Northeast Asia." GIScience & Remote Sensing, Vol. 59, No. 1, pp. 782-800.
- Yoo, C.S., and Kim, S.B. (2007). "A study on ground surface settlement due to groundwater drawdown during tunnelling." Journal of Korean Tunnelling and Underground Space Association, Vol. 9, No. 4, pp. 361-375.
- Zamanirad, M., Sarraf, A., Sedghi, H., Saremi, A., and Rezaee, P. (2020). "Modeling the influence of groundwater exploitation on land subsidence susceptibility using machine learning algorithms." Natural Resources Research, Vol. 29, No. 2, pp. 1127-1141. https://doi.org/10.1007/s11053-019-09490-9
- Zhang, W., Furtado, K., Wu, P., Zhou, T., Chadwick, R., Marzin, C., Rostron, J., and Sexton, D. (2021). "Increasing precipitation variability on daily-to-multiyear time scales in a warmer world." Science Advances, Vol. 7, No. 31, eabf8021.