Browse > Article
http://dx.doi.org/10.11108/kagis.2011.14.4.033

Mapping Technique for Heavy Snowfall Distribution Using Terra MODIS Images and Ground Measured Snowfall Data  

Kim, Saet-Byul (Dept. of Civil and Environment System Eng. Konkuk University)
Shin, Hyung-Jin (Dept. of Civil and Environment System Eng. Konkuk University)
Lee, Ji-Wan (Dept. of Civil and Environment System Eng. Konkuk University)
Yu, Young-Seok (Dept. of Civil and Environment System Eng. Konkuk University)
Kim, Seong-Joon (Dept. of Civil and Environment System Eng. Konkuk University)
Publication Information
Journal of the Korean Association of Geographic Information Studies / v.14, no.4, 2011 , pp. 33-43 More about this Journal
Abstract
This study is to make snowfall distribution map for the 4 heavy snowfall events of January 2001, March of 2004, December of 2005 and January of 2010, and compare the results for three cases of construction methods. The cases are to generate the map by applying IDW(Inverse Distance Weighting) interpolation to 76 ground measured snowfall point data (Snow Depth Map; SDM), mask out the SDM with the MODIS snow cover area (MODIS SCA) of Terra MODIS (MODerate resolution Imaging Spectroradiometer) (SDM+MODIS SCA; SDM_M), and consider the snowdepth lapse rate of snowfall by elevation (Digital Elevation Model; DEM) to the second case (SDM_M+DEM; SDM_MD). By applying the MODIS SCA, the SCA of 4 events was 62.9%, 44.1%, 52.0%, and 69.0% for the area of South Korea. For the average snow depth, the SDM_M decreased 0.9cm, 1.9cm, 0.8cm, and 1.5cm compared to SDM and the SDM_MD increased 1.3cm, 0.9cm, 0.4cm, and 1.2cm respectively.
Keywords
Heavy Snowfall; IDW; Snow Cover Area; MODIS; Snow Depth Lapse Rate; DEM;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
연도 인용수 순위
1 강수만, 신형진, 권형중, 김성준. 2005. NOAA /AVHRR 영상을 이용한 적설분포 및 적설심 추출기법 연구. 한국관개배수 12(2):45-52.
2 소방방재청. 2001. 재해연보.
3 소방방재청. 2004. 재해연보.
4 소방방재청. 2005. 재해연보.
5 신형진, 김성준. 2008. NOAA AVHRR 영상및 GIS 기법을 이용한 국내 주요 7개 댐 유역의 융설 매개변수 추출. 대한토목학회논문집B. 28(2B):177-185.
6 신형진, 김샛별, 박민지, 이재응, 김성준. 2011. 고도의 영향을 고려한 적설심 공간보간 기법 연구. 한국지리정보학회 춘계 학술발표논문초록집. 72쪽.
7 이경미, 이승호. 2006. 호남 지방의 국지적 강설 분포와 그 차이의 원인에 관한 연구. 대한지리학회지 41:457-469.
8 이승호, 천재호. 2003. 시베리아 고기압 확장시 호남지방의 강설분포. 대한지리학회지 38(2):173-183.
9 전종갑, 이동규, 이현아. 1994. 우리나라에서 발생한 대설에 관한 연구. 한국기상학회지 30(1):97-117.
10 하림. 2009. SEBAL 모형을 이용한 공간 증발산량 산정 기법 개발 및 평가. 건국대학교대학원 석사학위논문. 18쪽.
11 Blackmore, S. and M. Moore. 1999. Remedial Correction of Yield Map Data. Precision agriculture 1(1):53-66.   DOI   ScienceOn
12 Dorothy, K.H., A.R. George, L.F. James and V.K. Sujay. 2010. Development and evaluation of a cloud-gap-filled MODIS daily snow-cover product. Remote Sensing of Environment 114:496-503.   DOI   ScienceOn
13 Salomonson, V.V. and L. Appel. 2004. Estimating fractional snow cover from MODIS using the normalized difference snow index. Remote Sensing of Environment 89:351-360.   DOI   ScienceOn
14 Shin, H.J., G.A. Park and S.J. Kim. 2007. Tracing march 2004 and december 2005 heavy snowfall of South Korea using NOAA AVHRR images. Journal of The Korean Society of Agricultural Engineers 49(3):33-40.   DOI   ScienceOn
15 EOS Data Gateway https://wist.echo.nasa.gov.