• Title/Summary/Keyword: 공간분포패턴분석

Search Result 299, Processing Time 0.024 seconds

A Study on the Cartographic Generalization of Stream Networks by Rule-based Modelling (규칙기반 모델링에 의한 하계망 일반화에 관한 연구)

  • Kim Nam-Shin
    • Journal of the Korean Geographical Society
    • /
    • v.39 no.4
    • /
    • pp.633-642
    • /
    • 2004
  • This study tries to generalize the stream network by constructing rule-based modelling. A study on the map generalization tends to be concentrated on development of algorithms for modification of linear features and evaluations to the limited cartographic elements. Rule-based modelling can help to improve previous algorithms by application of generalization process with the results that analyzing mapping principles and spatial distribution patterns of geographical phenomena. Rule-based modelling can be applied to generalize various cartographic elements, and make an effective on multi-scaling mapping in the digital environments. In this research, nile-based modelling for stream network is composed of generalization rule, algorithm for centerline extraction and linear features. Before generalization, drainage pattern was analyzed by the connectivity with lake to minimize logical errors. As a result, 17 streams with centerline are extracted from 108 double-lined streams. Total length of stream networks is reduced as 17% in 1:25,000 scale, and as 29% in 1:50,000. Simoo algorithm, which is developed to generalize linear features, is compared to Douglas-Peucker(D-P) algorithm. D-P made linear features rough due to the increase of data point distance and widening of external angle. But in Simoo, linear features are smoothed with the decrease of scale.

Analysis of historical drought in East Asia with CLM and CLM-VIC (CLM 및 CLM-VIC를 이용한 동아시아 지역의 과거 가뭄 분석)

  • Um, Myoung-Jin;Kim, Jeongbin;Kim, Mun Mo;Kim, Yeonjoo
    • Ecology and Resilient Infrastructure
    • /
    • v.5 no.3
    • /
    • pp.134-144
    • /
    • 2018
  • In this study, the historical drought in East Asia was analyzed with the Community Land Model (CLM) and CLM-Variable infiltration capacity (CLM-VIC). The observation dataset, Climate Research Unit (CRU), were also applied to check and estimate the historical drought for 1951 - 2010. The annual precipitation, temperature and evapotranspiration by CRU, CLM and CLM-VIC were investigated before estimating the meteorological drought index, which is the Standardized precipitation evapotranspiration index (SPEI). Three variables by observation and simulations have generally similar spatial pattern in East Asia even though there are some mere differences depending on the local area. These similar patterns are also founded in the results of SPEI by CRU, CLM and CLM-VIC. However, the similarity of SPEI becomes weaker as the drought severity goes severer from D1 to D4.

Development of Radar Tracking Technique for the Short -Term Rainfall Field Forecasting- (초단기 강우예측을 위한 기상레이더 강우장 추적기법 개발)

  • Kim, Tae-Jeong;Lee, Dong-Ryul;Kwon, Hyun-Han
    • Journal of Korea Water Resources Association
    • /
    • v.48 no.12
    • /
    • pp.995-1009
    • /
    • 2015
  • Weather radar rainfall data has been recognized for making valuable contributions to short-term flood forecasting and management over the past decades. There are several advantages to better monitoring rainfall in ungauged area compared to ground-based rain gauges with which spatial patterns of the rainfall are not effectively identified. Hence, this study aims to develop a new scheme to forecast spatio-temporal rainfall field. The proposed model was based on an advection scheme to track wind patterns and velocity. The results showd a promising forecasting skill with quantitative and qualitative measures. It was confirmed that the forecasted rainfall may be effectively used an input data for a distributed hydrological model.

Development of Radar Rainfall Tracking Technique for the Short-Term Rainfall Forecasting (초단기강우 예측을 위한 기상레이더 강우장 추적기법 개발)

  • Kim, Tae-Jeong;So, Byung-Jin;Kwon, Hyun-Han
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2015.05a
    • /
    • pp.2-2
    • /
    • 2015
  • 최근 국지성 집중호우 및 돌발홍수와 같은 급격한 기상변화로 인한 기상재해의 발생빈도가 증가함에 따라 기존 지상 기상관측소로부터 얻어지는 직접탐측 자료보다는 기상레이더와 위성영상 등 원격탐측 자료를 사용한 수문분야의 연구가 활발하게 진행되고 있다. 기상레이더는 넓은 지역에 걸쳐 실시간으로 강수현상 감시가 가능하며 지상우량계로는 파악이 불가능한 미계측 유역을 통과하는 국지적인 호우현상이나 강우장의 이동 및 변화의 파악도 빠른 시간에 가능한 장점이 있다. 본 연구는 기상레이더 공간적 분포와 지상관측소(AWS 및 ASOS) 자료를 연계한 통계적 레이더 강수량 추정(Quantitative Precipitation Estimation, QPE)과 레이더 강수장을 직접 추적하는 강수장 예측(Quantitative Precipitation Forecast, QPF)를 연계한 해석방안을 수립하였으며, 모형 적용과정은 다음과 같다. 첫째, 강우장의 공간적인 이동을 고려하기 위해 강우장으로 부터 이류(advection)패턴을 추출하여 각 강우세포가 가지는 이동방향 및 이동속도를 고려한 강우장 추적기법을 통하여 2시간의 선행시간을 가지는 강우장을 예측하고자 한다. 둘째, 과거 기상레이더 이미지와 지상관측소의 강수 특성을 파악한 후 앞서 예측된 레이더강우장의 형태와 가장 유사한 과거 레이더강우장과 동일 시간대에 지상관측소 강수시계열을 시나리오 형태로 구축한다. 본 연구를 통하여 개발된 기상레이더 영상 이미지 상관분석 기법을 활용한 초단기강우예측은 집중호우시 홍수 예 경보를 위한 수문모형의 입력자료로 활용이 가능하다. 즉, 수문모형과 연계한 고해상도 단기홍수 예측기술 적용이 가능할 것으로 판단되며, 향후 실시간 재해 예 경보에 활용성을 평가하고자 한다.

  • PDF

Constructing Area Cartogram Using a GIS Based Circular Cartogram Technique (GIS 기반 원형 카토그램 기법을 이용한 카토그램 제작 방법 연구)

  • Kim, Young-Hoon
    • Journal of the Korean Geographical Society
    • /
    • v.43 no.2
    • /
    • pp.235-252
    • /
    • 2008
  • Many cartographers have for many years searched for a way to construct cartograms in which the sizes of geographic areas such as states, counties or census tracts are reseated in proportion to their population or some other socio-economic properties. While many techniques and algorithms for creating cartograms have been proposed, some of them are still extremely complex to generate in a proper manner, and many of them suffer either from this lack of readability or from seamless integration with GIS software. This paper, therefore, presents a simple population cartogam technique based on the Circular Cartogram Algorithm(CCA) by Dorling(1996) to tackle these drawbacks by drawing the areas as simple circles for use as a base map and linking the construction with GIS mapping processes. For an automated approach in the cartogram generation, this paper proposes a close coupling method of ArcView GIS 3.3. package in order for users to access to the cartopam algorithm. Then, they will be available through an interface that the ArcView GIS system allows user-written routines to be accessed easily. The CCA and its coupling architecture ensure to improve the potential applicability of the use of cartograms to census mapping at practical levels. As the cartogram examples, cartograms of population and property types in 2005 Korea census data sets are illustrated in the end, by which viewers can easily identify the residential concentration and their relative ratio in Seoul metropolitan area.

Assessing the skills of CMIP5 GCMs in reproducing spatial climatology of precipitation over the coastal area in East Asia (CMIP5 GCM의 동아시아 해안지역에 대한 공간적 강우특성 재현성 평가)

  • Hwang, Syewoon;Cho, Jeapil;Yoon, Kwang Sik
    • Journal of Korea Water Resources Association
    • /
    • v.51 no.8
    • /
    • pp.629-642
    • /
    • 2018
  • Future variability of the spatial patterns of rainfall events is the point of water-related risks and impacts of climate change. Recent related researches are mostly conducted based on the outcomes from General Circulation Models (GCMs), especially Coupled Model Intercomparison Project, phase 5 (CMIP5) GCMs which are the most advanced version of climate modeling system. GCM data have been widely used for various studies as the data utility keep getting improved. Meanwhile the model performances especially for raw GCM outputs are rarely evaluated prior to the applications although the process would essential for reasonable use of model forecasts. This study attempt to quantitatively evaluate the skills of 29 CMIP5 GCMs in reproducing spatial climatologies of precipitation in East Asia. We used 3 different gridded observational data as the references available over the study area and calculated correlation and errors of spatial patterns simulated by GCMs. As a result, the study presented diversity of the GCM evaluation in the performance, rank, or accuracy by different configurations, such as target area, evaluation method, and observation data. Yet, we found that Hadley-centre affiliated models comparatively performs better for the meso-scale area in East Asia and MPI_ESM_MR and CMCC family showed better performance specifically for the korean peninsula. We expect that the results and thoughts of this study would be considered in screening suitable GCMs for specific area, and finally contribute to extensive utilization of the results from climate change related researches.

A Study on the Spatial Information and Location Environment of Dead Coniferous Tree in Subalpine Zone in Jirisan National Park -Focus on Korean Fir(Abies koreana) in Banyabong, Yeongsinbong, Cheonwangbong- (지리산국립공원 아고산대 침엽수 고사개체 공간정보 구축 및 입지환경 분석 - 반야봉, 영신봉, 천왕봉 일원 구상나무를 중심으로-)

  • Park, Hong Chul;Moon, Geon Soo;Lee, Ho;Lee, Na Yeon
    • Korean Journal of Environment and Ecology
    • /
    • v.34 no.1
    • /
    • pp.42-54
    • /
    • 2020
  • This study aimed to analyze the rate of increase and spread patterns of dead trees of the conifer (Abies koreana and others) in subalpine zones by using the high-resolution aerial images in Jirisan National Park around 10 years ago. Furthermore, factors affecting the death of conifer were identified by analyzing the altitude, topographical information, solar radiation, and moisture environment of the site where the dead trees are located. The number of dead trees per unit area increased by two to five times in the Banyabong peak, Yeongsinbong peak, and Cheonwangbong peak in Jirisan National Park over the past decade. The increase was about 2 times in the Banyabong peak, about 3.9 times in the Yeongsinbong peak, and about 5.2 times in the Cheonwangbong peak, indicating the most notable increase in the Cheonwangbong peak. It is estimated that dead trees commonly occurred in the environments where the soil moisture content was low due to the high slope, amount of evaporation was high due to strong solar radiation as the location faced south, and the soil was dry due to strong solar radiation and short rain retention time. In other words, dead conifer trees in subalpine zones were concentrated in dry location environments, and the tendency was the same more than ten years ago.

Modeling the Flushing Effect of Multi-purpose Weir Operation on Algae Removal in Yeongsan River (영산강 다기능보 운영에 따른 플러싱 및 조류 배제 효과 모델링)

  • Chong, Sun-a;Yi, Hye-suk;Hwang, Hyun-sik;Kim, Ho-joon
    • Journal of Korean Society of Environmental Engineers
    • /
    • v.37 no.10
    • /
    • pp.563-572
    • /
    • 2015
  • The purpose of this study was to model the effect of flushing discharge on algae removal by multi-purpose weir operation in Yeongsan River (Seungchon Weir) using a 3-dimensional (3D) model. The chlorophyceae Eudorina sp. formed bloom in May 2013. Flushing discharge was conducted in two different ways for algal bloom reduction. To elucidate the spatial variability, a high-resolution 3D model, ELCOM-CAEDYM, was used to simulate the spatial variations of water quality and chl-a over a month. The results showed that ELCOM-CAEDYM could reproduce highly spatially resolved field data at low cost, and showed very good performance in simulating the pattern of algal bloom occurrence. The effect of each flushing discharge operation was analyzed with the results of modeling. The results of case 1, flushing discharge using an open movable weir, showed that the algal bloom between the Seochang Bridge and the Hwangryong River junction is rapidly flushed after operating the movable weir, but the residual algae remained in the weir pool as the discharge decreased. However, the results of case 2, fixed weir overflow with a small hydropower stop, showed that most of the algae was removed after flushing discharge and the effect of algae removal was much bigger than that in case 1, as per modeling results and observed data.

Analysis of Thermal Environment Characteristics by Spatial Type using UAV and ENVI-met (UAV와 ENVI-met을 활용한 공간 유형별 열환경 특성 분석)

  • KIM, Seoung-Hyeon;PARK, Kyung-Hun;LEE, Su-Ah;SONG, Bong-Geun
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.25 no.1
    • /
    • pp.28-43
    • /
    • 2022
  • This study classified UAV image-based physical spatial types for parks in urban areas of Changwon City and analyzed thermal comfort characteristics according to physical spatial types by comparing them with ENVI-met thermal comfort results. Physical spatial types were classified into four types according to UAV-based NDVI and SVF characteristics. As a result of ENVI-met thermal comfort, the TMRT difference between the tree-dense area and other areas was up to 30℃ or more, and it was 19. 6℃ at 16:00, which was the largest during the afternoon. As a result of analyzing UAV-based physical spatial types and thermal comfort characteristics by time period, it was confirmed that the physical spatial types with high NDVI and high SVF showed a similar to thermal comfort change patterns by time when using UAV, and the physical spatial types with dense trees and artificial structures showed a low correlation to thermal comfort change patterns by time when using UAV. In conclusion, the possibility of identifying the distribution of thermal comfort based on UAV images was confirmed for the spatial type consisting of open and vegetation, and the area adjacent to the trees was found to be more thermally pleasant than the open area. Therefore, in the urban planning stage, it is necessary to create an open space in consideration of natural covering materials such as grass and trees, and when using artificial covering materials, it is judged that spatial planning should be done considering the proximity to trees and buildings. In the future, it is judged that it will be possible to quickly and accurately identify urban climate phenomena and establish urban planning considering thermal comfort through ground LIDAR and In-situ measurement-based UAV image correction.

Relationship between Diurnal Patterns of Transit Ridership and Land Use in the Metropolitan Seoul Area (서울 대도시권 하루 시간대별 지하철 통행흐름 패턴과 토지이용과의 관계)

  • Lee, Keum-Sook;Song, Ye-Na;Park, Jong-Soo;Anderson, William P.
    • Journal of the Economic Geographical Society of Korea
    • /
    • v.15 no.1
    • /
    • pp.26-41
    • /
    • 2012
  • This study investigates the time-space characteristics of intra-urban passenger flows in the Metropolitan Seoul area. In particular, we analyze the relationships between transit ridership and land use through the use of the subway passenger flow data obtained from the transit transaction databases. For this purpose, the strength of each subway station, i.e., the number of total in-coming and out-going passengers at each station, in the morning, afternoon, and evening, is calculated and visualized, which reflects urban land use patterns. Then the subway stations are classified into four groups via a hierarchical analysis of the in-coming and out-going passenger flows at 353 stations. Each group appears to have characteristic properties according to the region, e.g., residential areas and central business districts. This has been confirmed by the analysis which probes explicitly the relationship between the local socio-economic variables and station groups. This analysis, disclosing the inter-relationship between the subway network and urban land use, may be useful at various stages in urban as well as transportation planning, and provides analytical tools for a wide spectrum of applications ranging from impact evaluation to decision-making and planning support.

  • PDF