한국농공학회지 (Magazine of the Korean Society of Agricultural Engineers)

한국농공학회 (The Korean Society of Agricultural Engineers)
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AI를 활용한 사면안정성 평가

  • 윤형구 (대전대학교 재난안전공학과) ;
  • 민대홍 (대전대학교 재난안전공학과)
  • 발행 : 2023.08.31
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참고문헌

  1. Chauvin, Y. & Rumelhart, D. E. (1995). Backpropagation: Teory, Architectures, and Applications 1-475. Psychology press.
  2. Chen, L. K., Chang, C. H., Liu, C. H. & Ho, J. Y. (2020). Application of a three-dimensional deterministic model to assess potential landslides, a case study: Antong Hot Spring Area in Hualien. Taiwan. Water 12(2), 480-495. https://doi.org/10.3390/w12020480
  3. Fu, S., Chen, L., Woldai, T., Yin, K., Gui, L., Li, D., Du, J., Zhou, C., Xu, Y., & Lian, Z. (2020). Landslide hazard probability and risk assessment at the community level: A case of western Hubei, China. Natural Hazards and Earth System Sciences, 20(2), 581-601. https://doi.org/10.5194/nhess-20-581-2020
  4. Jun, H., Min, D. H. & Yoon, H. K. (2017). Determination of monitoring systems and installation location to prevent debris fow through web-based database and AHP. Mar. Georesour. Geotechnol. 35(8), 1049-1057. https://doi.org/10.1080/1064119X.2017.1280716
  5. Lee, S., & Yoon, H. K. (2020). Hydraulic conductivity of saturated soil medium through time-domain reflectometry. Sensors, 20(23), 7001.
  6. Min, D. H., & Yoon, H. K. (2021). Suggestion for a new deterministic model coupled with machine learning techniques for landslide susceptibility mapping. Scientific reports, 11(1), 6594.
  7. Rosenblatt, F. (1958). Te perceptron: A probabilistic model for information storage and organization in the brain. Psychol. Rev. 65(6), 386-408. https://doi.org/10.1037/h0042519
  8. Salciarini, D., Volpe, E. & Cattoni, E. (2019). Probabilistic vs. deterministic approach in landslide triggering prediction at large-scale. In national conference of the researchers of geotechnical engineering. Springer 1, 62-70.
  9. Yoon, H. K., & Lee, J. S. (2010). Field velocity resistivity probe for estimating stiffness and void ratio. Soil Dynamics and Earthquake Engineering, 30(12), 1540-1549. https://doi.org/10.1016/j.soildyn.2010.07.008
  10. Yousefi, S., Pourghasemi, H. R., Emami, S. N., Rahmati, O., Tavangar, S., Pouyan, S., Tiefenbacher, J. P., Shamsoddini, S., & Nekoeimehr, M. (2020). Assessing the susceptibility of schools to flood events in Iran. Scientific reports, 10(1), 181
  11. 산사태 정보시스템 (2023). 산사태 통계: 연도별 산사태 피해 면적, https://sansatai.forest.go.kr.
  12. 이기환, & 이창우. (2022). 과거 20 년간 국내 산불피해지에서 산사태 발생 경향 연구 한국방재학회 논문집, 22(4), 47-55.