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    Weight of Evidence 기법을 이용한 영남지역의 산지습지 가능지역 추출 = Potential Mapping of Mountainous Wetlands using Weights of Evidence Model in Yeongnam Area, Korea

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    https://www.riss.kr/link?id=A99613995

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    Weight of evidence model was applied for potential mapping of mountainous wetland to reduce the range of the field survey and to increase the efficiency of operations because the surveys of mountainous wetland need a lot of time and money owing to inaccessibility and extensiveness. The relationship between mountainous wetland location and related factors is expressed as a probability by Weight of evidence model. For this, the spatial database consist of slope map, curvature map, vegetation index map, wetness index map, soil drainage rating map was constructed in Yeongnam area, Korea, and weights of evidence based on the relationship between mountainous wetland location and each factor rating were calculated. As a result of correlation analysis between mountainous wetland location and each factors rating using likelihood ratio values, the probability of mountainous wetlands were increased at condition of lower slope, lower curvature, lower vegetation index value, lower wetness value, moderate soil drainage rating. Mountainous Wetland Potential Index(MWPI) was calculated by summation of the likelihood ratio and mountainous wetland potential map was constucted from GIS integration. The mountain wetland potential map was verified by comparison with the known mountainous wetland locations. The result showed the 75.48% in prediction accuracy.
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    Weight of evidence model was applied for potential mapping of mountainous wetland to reduce the range of the field survey and to increase the efficiency of operations because the surveys of mountainous wetland need a lot of time and money owing to ina...

    Weight of evidence model was applied for potential mapping of mountainous wetland to reduce the range of the field survey and to increase the efficiency of operations because the surveys of mountainous wetland need a lot of time and money owing to inaccessibility and extensiveness. The relationship between mountainous wetland location and related factors is expressed as a probability by Weight of evidence model. For this, the spatial database consist of slope map, curvature map, vegetation index map, wetness index map, soil drainage rating map was constructed in Yeongnam area, Korea, and weights of evidence based on the relationship between mountainous wetland location and each factor rating were calculated. As a result of correlation analysis between mountainous wetland location and each factors rating using likelihood ratio values, the probability of mountainous wetlands were increased at condition of lower slope, lower curvature, lower vegetation index value, lower wetness value, moderate soil drainage rating. Mountainous Wetland Potential Index(MWPI) was calculated by summation of the likelihood ratio and mountainous wetland potential map was constucted from GIS integration. The mountain wetland potential map was verified by comparison with the known mountainous wetland locations. The result showed the 75.48% in prediction accuracy.

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    참고문헌 (Reference)

    1 국토지리정보원, "한국지리지-영남권-" 2005

    2 손명원, "천성산 화엄늪의 형성과정" 한국지역지리학회 15 (15): 204-214, 2009

    3 환경부, "제3차 전국내륙습지조사 지침"

    4 국립환경과학원, "전국자연경관조사 보고서, 신불산·화엄늪" 2007

    5 구자용, "위성영상과 지리정보를 이용한 우리나라의 산지습지 가능지 추출" 한국지형학회 14 (14): 53-65, 2007

    6 정우규, "울산지역 습원 발굴 조사" 울산지역환경기술개발센터 2003

    7 유난희, "신불산고산습지의 식물상과 군락분포분석에 관한 연구" 창원대학교 대학원 2009

    8 신영호, "신불산 산지습지의 지화학적 특성과 역할" 한국지형학회 12 (12): 133-149, 2005

    9 Chung, F. C, "Validation of spatial prediction models for landslide hazard mapping" 30 : 451-472, 2003

    10 박경훈, "Topographic Position Index를 활용한 산지습지 분포예측" 한국지리정보학회 10 (10): 194-204, 2007

    1 국토지리정보원, "한국지리지-영남권-" 2005

    2 손명원, "천성산 화엄늪의 형성과정" 한국지역지리학회 15 (15): 204-214, 2009

    3 환경부, "제3차 전국내륙습지조사 지침"

    4 국립환경과학원, "전국자연경관조사 보고서, 신불산·화엄늪" 2007

    5 구자용, "위성영상과 지리정보를 이용한 우리나라의 산지습지 가능지 추출" 한국지형학회 14 (14): 53-65, 2007

    6 정우규, "울산지역 습원 발굴 조사" 울산지역환경기술개발센터 2003

    7 유난희, "신불산고산습지의 식물상과 군락분포분석에 관한 연구" 창원대학교 대학원 2009

    8 신영호, "신불산 산지습지의 지화학적 특성과 역할" 한국지형학회 12 (12): 133-149, 2005

    9 Chung, F. C, "Validation of spatial prediction models for landslide hazard mapping" 30 : 451-472, 2003

    10 박경훈, "Topographic Position Index를 활용한 산지습지 분포예측" 한국지리정보학회 10 (10): 194-204, 2007

    11 Soil Survey Division Staff, "Soil Survey Manual"

    12 Rebelo, L. M, "Remote sensing and GIS for wetland inventory, mapping and change analysis" 90 : 2144-2153, 2009

    13 Paul, B. L, "Remote detection of small wetlands in the Atlantic coastal plain of North America: Local relief models, ground validation, and high-throughput computing" 284 : 107-115, 2012

    14 Lillesand, T. M, "Remote Sensing and Image Interpretation" Wiley 1987

    15 Kevin, J, "Monitoring and assessment of wetlands using Earth Observation : The GlobWetland project" 90 : 2154-2169, 2009

    16 Teresa, L. E, "Landcover classification of the Lower Nhecolandia subregion of the Brazilian Pantanal Wetlands using ALOS/PALSAR, RADARSAT-2 and ENVISAT/ASAR imagery" 128 : 118-137, 2013

    17 Moon, W.M, "Integration and fusion of geological exploration data: a theoretical review of fuzzy logic approach" 2 : 175-183, 1998

    18 Carranza, E. J. M, "Geologically-constrained fuzzy mapping of gold mineralization potential, Baguio district, Philippines" 10 : 125-136, 2001

    19 Bonham-Carter, G. F, "Geographic Information Systems for geoscientists, modeling with GIS" Pergamon Press 1994

    20 오현주, "GIS와 Weight of Evidence를 이용한 산사태 취약성 분석 및 검증" 대한지질학회 46 (46): 157-170, 2010

    21 문상균, "GIS를 이용한 산지습지 분포 가능지역 추출방안에 관한 연구" 인천대학교 대학원 2008

    22 국립수목원, "GIS를 이용한 산림습지 탐색 기술"

    23 John, B. T, "Estimating the forested-wetland resource in the southeastern United States with forest survey data" 33 (33): 193-213, 1990

    24 장용구, "E-GIS 기반의 습지분포 및 규모예측" 대한토목학회 26 (26): 1011-1017, 2006

    25 Bernhard, L, "Development and validation of a global database of lakes, reservoirs and wetlands" 296 : 1-22, 2004

    26 Ignacio, M. P, "Detecting drought induced environmental changes in a Mediterranean wetland by remote sensing" 30 : 254-262, 2010

    27 Lee, S, "Application of a weight-of-evidence model to landslide susceptibility analysis" 18 : 789-814, 2004

    28 이사로, "Application and cross-validation of spatial logistic multiple regression for landslide susceptibility analysis" 한국지질과학협의회 9 (9): 63-71, 2005

    29 Bruzzone, L, "An iterative technique for the detection of land-cover transitions in multitemporal remote sensing images" 35 (35): 858-867, 1997

    30 Robinson, G. P, "A GIS analysis of suitability for constructing aggregate recycling sites using regional transportation network and population density features" 42 : 351-365, 2004

    31 국립환경과학원, "2006 습지보호지역 정밀조사,무제치늪" 2006

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    학술지 이력

    학술지 이력
    연월일 이력구분 이력상세 등재구분
    2027 평가 재인증평가 신청대상 (재인증)
    2021-01-01 등재 등재학술지 유지 (재인증) KCI등재
    2018-01-01 등재 등재학술지 유지 (등재유지) KCI등재
    2015-01-01 등재 등재학술지 유지 (등재유지) KCI등재
    2011-01-01 등재 등재학술지 유지 (등재유지) KCI등재
    2009-01-01 등재 등재학술지 유지 (등재유지) KCI등재
    2006-01-01 등재 등재학술지 선정 (등재후보2차) KCI등재
    2005-01-01 등재 등재후보 1차 PASS (등재후보1차) KCI등재후보
    2004-01-01 등재 등재후보 1차 FAIL (등재후보1차) KCI등재후보
    2003-01-01 등재 등재후보학술지 선정 (신규평가) KCI등재후보
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    학술지 인용정보

    학술지 인용정보
    기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
    2016 0.68 0.68 0.65
    KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
    0.7 0.71 0.769 0.28
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