Fuzzy set을 이용한 실시간 지점단위 농경지 침수위험 지수 산정
Estimating Real-time Inundation Vulnerability Index at Point-unit Farmland Scale using Fuzzy set
1
조회
0
다운로드
2
인용
0
참고문헌
키워드
초록
Smartphones change the picture of data and information sharing and make it possible to share various real-time flooding data and information. The vulnerability indicators of farmland inundation is needed to calculate the risk of farmland flood based on changeable hydro-meteorological data over time with morphologic characteristics of flood-damaged areas. To find related variables show the vulnerability of farmland inundation using the binary-logit model and correlation analysis and to provide vulnerability indicators were estimated by fuzzy set method. The outputs of vulnerability indicators were compared with the results of Monte Carlo simulation (MCS) for verification. From the result vulnerability indicators are applicable to mobile_based information system of farmland inundation.
Abstract
Smartphones change the picture of data and information sharing and make it possible to share various real-time flooding data and information. The vulnerability indicators of farmland inundation is needed to calculate the risk of farmland flood based on changeable hydro-meteorological data over time with morphologic characteristics of flood-damaged areas. To find related variables show the vulnerability of farmland inundation using the binary-logit model and correlation analysis and to provide vulnerability indicators were estimated by fuzzy set method. The outputs of vulnerability indicators were compared with the results of Monte Carlo simulation (MCS) for verification. From the result vulnerability indicators are applicable to mobile_based information system of farmland inundation.
참고문헌 (28)
- 은상규, "농경지 침수 피해 감소와 실시간 자료 수집을 위한모바일 기반 정보 시스템 설계", 농촌계획, 19(3), pp.1~12 (2013), 한국농촌계획학회[DOI]
- 조덕준, "국지홍수 심도예측을 위한 새로운 홍수지수의 개발", 한국수자원학회 논문집, 46(1), pp.47~58 (2013), 한국수자원학회
- Hwang, Y. J., "Application of Geographic Database for Prediction of Flood Vulnerable Area", Association of Korean Geographers, 12(1), pp.172~178 (2006)
- 강정은, "퍼지모형과 GIS를 활용한 기후변화 홍수취약성 평가 - 서울시 사례를 중심으로 -", 한국지리정보학회지, 15(3), pp.119~136 (2012), 한국지리정보학회
- Linking Environmental Assessment and Sustainable Development Indicators, "Kim, H. S.", Korea Environment Institute, ~ (2007)
- 김수진, "침수피해 정보를 이용한 농경지의 지형학적 침수취약지도 작성 -진주시를 사례로-", 농촌계획, 19(3), pp.51~59 (2013), 한국농촌계획학회[DOI]
- 김태곤, "수리시설물의 실시간 정보관리를 위한 RFID 및 QR 코드 기반의 모바일 기술 운용성 평가", 한국농공학회논문집, 54(1), pp.1~9 (2012), 한국농공학회
- 이재은, "자연재난 피해조사체계 개선 방안에 관한 연구", Crisisonomy, 5(1), pp.73~84 (2009), 위기관리 이론과 실천
- 이중기, "스마트 폰을 이용한 재난정보수집 애플리케이션 구현", 멀티미디어학회논문지, 15(1), pp.108~114 (2012), 한국멀티미디어학회
- 이중기, "재난현장 중심의 정보 수집 및 관리를 위한 프로토타입 시스템 설계", 멀티미디어학회논문지, 15(1), pp.101~107 (2012), 한국멀티미디어학회
- 임광섭, "홍수지표의 인과관계를 이용한 홍수위험지수 개발", 대한토목학회 논문집B, 30(1), pp.61~70 (2010), 대한토목학회
- 송재하, "낙동강 유역의 홍수위험지수 산정", 한국수자원학회 논문집, 46(1), pp.35~45 (2013), 한국수자원학회
- Suh, K., "Evaluation Index of Rural Development for Producing Potential Value of Rural Regions on a commercial Scale", Kerean Society of Rural Planning, 9(1), pp.47~53 (2003)
- Bhaskar, N. R., "Characterization of flash floods in Eastern Kentucky", Journal of Hydrologic Engineering, 5(3), pp.327~331 (2000)
- Buckley, J. J., "Fuzzy Probability and Statistics" (2006), Springer
- Ding, Y., "Fuzzy Universal Generating Functions for Multi-state System Reliability Assessment", Fuzzy Sets and Systems, 159, pp.307~324 (2008)
- Johnston, J., "Econometric Methods" (1984), McGraw-Hill
- Kaya, I, "Fuzzy Process Capability Analysis with Fuzzy Normal Distribution", Expert Systems with Applications, 37, pp.5390~5403 (2010)
- Kim, J. S, "Accuracy evaluation of a smartphone-based technology for coastal monotoring", Measurement, 46(1), pp.233~248 (2013)
- Kroese, D. P, "Handbook of Monte Carlo Methods" (2011), John Wiley & Sons
- Luce, D, "Individual Choice Behavior" (1953), John Wiley & Sons
- Marschak, J, "Binary Choice Constraints on Random Utility Indications in Stanford Symposium on Mathmatical Methods in the Social Sciences", pp.312~329 (1960), Stanford University Press
- Matthew S. W, "Urban Indicators for Managing Cities" (2001), Cities data Book
- Mon, D. L, "Fuzzy System Reliability Analysis for Components with Different Membership Functions", Fuzzy Sets and Systems, 64, pp.145~157 (1994)
- Ologunorisa, E. T., "An Assessment of Flood Vulnerability Zones on the Niger Delta", International Journal of Environmental Studies, 61(1), pp.31~38 (2004)
- Sung, S. J, "How can we use mobile apps for disaster communications in Taiwan: Problems and possible practice", International Telecommunications Society conference (2011)
- Yao, M., "A new Approximation Algorithm for Obtaining the Probability Distribution Function for Project Complement Time", Computers and Mathematics with Applications, 54(2), pp.282~295 (2007)
- Zadeh, L., "The Concept of a Linguistic Variable and Its Application to Approximate Reasoning", Information sciences, 8, pp.199~249 (1975)