UAV와 객체기반 영상분석 기법을 활용한 토지피복 분류 - 충청남도 서천군 마서면 일원을 대상으로 -

문호경 ( Ho-gyeong Moon ),이선미 ( Seon-mi Lee ),차재규 ( Jae-gyu Cha ) 한국지리정보학회 2017 한국지리정보학회지 Vol.20 No.1

토지피복도는 지역의 현황을 파악하는 기초적 자료이지만 시간적·공간적 해상도의 한계로 인하여 생태 연구 분야에서의 활용성은 떨어지는 측면이 있다. 이에 본 연구에서는 UAV으로 취득된 고해상도 영상을 기반으로 토지피복도 제작과 자료의 활용가능성을 알아보고자 하였다. UAV를 이용하여 연구대상지 2.5㎢ 범위에서 10.5cm 정사영상을 취득하였으며 객체기반(Object-based)과 화소기반(pixel-based) 분류를 통해 얻어진 토지피복도를 비교·분석하였다. 정확도 검증 결과 화소기반 분류는 Kappa 0.77, 객체기반 분류는 Kappa 0.82로 분류정확도가 높았으며, 전반적인 면적비율은 유사하지만 초지, 습지 지역에서 양호한 분류 결과가 나타났다. 객체기반 분류를 위한 최적의 영상분할 가중치는 Scale150, Shape 0.5, Compactness 0.5, Color 1로 선정하였으며 가중치 선정과정에서 Scale이 가장 큰 영향을 주었다. 화소기반 분류 결과와 비교해 객체간의 명확한 경계를 가지므로 결과물 판독이 용이한 것으로 나타났으며, 환경부 토지피복도(세분류)와 비교하여 개발지역(도로, 건물 등)을 제외한 자연지역(산림, 초지, 습지 등)의 분류에 효과적이었다. UAV 영상을 활용한 토지피복 분류방법으로서 객체기반 분류기법의 적용은 자료의 최신성, 정확성, 경제성 등의 장점으로 생태 연구 분야에 기여할 수 있을 것으로 판단된다. A land cover map provides basic information to help understand the current state of a region, but its utilization in the ecological research field has deteriorated due to limited temporal and spatial resolutions. The purpose of this study was to investigate the possibility of using a land cover map with data based on high resolution images acquired by UAV. Using the UAV, 10.5 cm orthoimages were obtained from the 2.5 ㎢ study area, and land cover maps were obtained from object-based and pixel-based classification for comparison and analysis. From accuracy verification, classification accuracy was shown to be high, with a Kappa of 0.77 for the pixel-based classification and a Kappa of 0.82 for the object-based classification. The overall area ratios were similar, and good classification results were found in grasslands and wetlands. The optimal image segmentation weights for object-based classification were Scale=150, Shape=0.5, Compactness=0.5, and Color=1. Scale was the most influential factor in the weight selection process. Compared with the pixel-based classification, the object-based classification provides results that are easy to read because there is a clear boundary between objects. Compared with the land cover map from the Ministry of Environment (subdivision), it was effective for natural areas (forests, grasslands, wetlands, etc.) but not developed areas (roads, buildings, etc.). The application of an object-based classification method for land cover using UAV images can contribute to the field of ecological research with its advantages of rapidly updated data, good accuracy, and economical efficiency.

자전거 도로의 물리적 환경에 대한 등급화 연구

문호경 ( Ho Gyeong Moon ),김동필 ( Dong Pil Kim ),최송현 ( Song Hyun Choi ),권진오 ( Jin O Kwon ) 한국환경생태학회 2014 한국환경생태학회지 Vol.28 No.3

This study is to analyze the physical environment and conduct spatial data for bicycle road system in changwon. Index for evaluation index was developed based on literatures. Then the level of importance and weight have been modified through experts review. Finally, index with eight categories such as greenness(40% over), bicycle road connectivity(1.8, 9.8%), road type bike(bicycle lane, 24.4%), pave type(asphalt 72.5%), illegal parking(none, 93.9%), bike road surface visibility(exist, 46.8%), vehicle speed limits(30km, under), vehicle traffic(500/hr under, 44.3%) have been applied to empirical investigation. Collected data has been hierarchically classification by ArcGIS Program. The Highest grades(score 31-35, level 1) occupied 35% of target destination. High level of greenness and load type has contributed to high score. In addition, average level of greenness of those destination was 35% and higher, which provide high degree of security and freshness for bicycle riding. Meanwhile, lowest level(level 5, which earned 15 point or less) occupied 24.5%. illegal parking, low level of greenness, and no surface sign caused low score.

무인항공 영상을 활용한 도심녹지 표면온도 특성 분석 - 익산 소라산 자연마당을 대상으로 -

최태영,문호경,차재규,CHOI, Tae-Young,MOON, Ho-Gyeong,CHA, Jae-Gyu 한국지리정보학회 2017 한국지리정보학회지 Vol.20 No.3

본 연구는 도심온도 저감을 위한 녹지의 기능을 규명하기 위하여 여름철 고온 시간대에 도심녹지에서 나타나는 표면온도 특성을 분석하였다. 도시 내 고립된 녹지인 익산 소라산 자연마당을 대상으로 고해상도 UAV 영상을 활용하여 정밀한 표면온도 자료를 취득하였고, 피복유형, 식생유형, 수종유형, 수종별 녹지용적과 표면온도와의 관계를 분석하였다. 연구결과 피복유형 중 습지와 산림은 저온역, 포장지는 표면온도가 월등히 높은 고온역으로 확인되었다. 식생유형에서는 산림 내 침엽수보다 활엽수의 표면온도가 낮았고, 조경수식재지 내에선 활엽수보다 침엽수의 표면온도가 낮은 반대의 결과가 확인되었다. 장초지보다 단초지의 표면온도가 높아 초지의 용적에 따른 온도차이가 확인되었다. 산림수종유형별 표면온도는 침엽수인 소나무림보다 활엽수인 아까시나무림과 활엽수혼효림의 표면온도가 낮았고, 활엽수혼효림과 아까시나무림간의 미세한 표면온도 차이가 확인되었다. 산림수종유형별 녹지용적과 표면온도 분석결과 소나무림과 활엽수혼효림에서는 기존 연구 결과와 유사하게 녹지용적 증가에 따라 표면온도가 감소하는 음의상관관계가 확인되었다. 그러나 아까시나무림은 용적의 증가에 따라 미세하게 표면온도가 상승하는 약한 양의상관관계가 확인되어 수종에 따라서는 용적과 온도의 일관된 상관성에 예외가 있을 수 있음을 확인하였다. 향후 침엽수와 활엽수간 차이, 용적과 온도의 관계, 수종별 차이 등 녹지의 세부적 속성과 온도의 관계에 관하여 정밀한 공간자료를 활용한 다각적인 연구가 계속되어야 할 것으로 판단된다. This study analyzed the surface temperature characteristics of urban green spaces under high summer temperatures to clarify the functions of green spaces in reducing urban temperatures. We obtained accurate surface temperature data using highresolution unmanned aerial vehicle images of the survey site, which was an isolated green space in the city. We analyzed differences in the surface temperature by land cover type, vegetation type, species type, and the relationship between surface temperature and vegetation volume. Based on the results, among the land cover types, wetlands and forests had low temperatures and paving areas had very high temperatures. Regarding vegetation type, broad-leaved trees had lower temperatures than coniferous trees in forests. However, in planted areas, coniferous trees had lower temperatures than broad-leaved trees. The temperature of long grass was higher than that of short grass, which suggested that the volume of grass affected the temperature. Regarding forest species type, the temperature of broad-leaved Robinia pseudoacacia forest and mixed broad-leaved forest was lower than coniferous Pinus densiflora forest. There was a slight difference in temperature between R. pseudoacacia forest and mixed broad-leaved forest. The analysis of the relationship between vegetation volume and temperature by forest species type indicated a negative correlation, where the temperature decreased with increasing vegetation volume, similar to the results of previous studies. However, we found a weak positive correlation in R. pseudoacacia forest; therefore, an increase in volume may not reduce the surface temperature depending on the dominant species.

소공원의 조경설계를 위한 BIM 템플릿 개발

서영훈,김동필,문호경,Seo, Young-hoon,Kim, Dong-pil,Moon, Ho-Gyeong 한국조경학회 2016 韓國造景學會誌 Vol.44 No.1

오늘날 건설, 토목 산업 분야에 활발히 적용되고 있는 BIM은 초기 계획 설계에서부터 시공, 유지관리, 철거에 이르기까지 전 분야의 효율성을 극대화 할 수 있는 기술이지만 국내 조경분야에서는 도입단계에 있다. 본 연구에서는 조경설계분야에 BIM 도입과 활성화를 위하여 BIM 라이브러리(library)와 템플릿(template)의 프로토타입(prototype)을 개발하고 시범적용을 통한 성과를 분석하였다. 프로토타입 개발을 위하여 기 조성된 소공원을 대상으로 도면별 주석과 유형을 분석하여 조경 템플릿 구성요소를 도출하였으며 이를 기반으로 놀이시설물, 파고라, 벤치 등을 패밀리(family) 및 템플릿으로 제작하여 자동화 설계를 가능하게 하였다. 또한 조경설계에서 자주 사용하는 주석과 태그를 만들었으며, 특히 가시성/그래픽 재지정을 이용하여 3D뷰를 구현되도록 하였다. 설계 수량은 경계석 일람표, 마운딩 일람표, 수량집계표, 목차리스트, 포장 수량집계표 등을 그룹화 하여 도면과 연동되도록 하였고 조경 수목은 국내 실정에 맞는 분류기준 및 수목명을 적용하였다. 조경 템플릿은 건축 BIM 프로그램에 탑재될 수 있는 라이브러리 파일 형식(rfa)으로 작성이 가능하도록 하였다. 작성된 템플릿을 시범적용 후 나타난 문제점으로는 수량집계표 작성 시 기호의 자동 삽입, 일람표 작성 시 산출근거를 자동으로 만들지 못하는 문제가 있었다. 이는 BIM 프로그램 및 템플릿 기능 개선을 통해 해결해야 할 것으로 판단된다. A BIM, which is being applied actively to the construction and civil construction industries, is a technology that can maximize efficiency of various sectors from initial planning and design, construction, and maintenance, to demolition; however, it is in the introductory phase in the field of domestic landscaping. In order to introduce and promote BIM in the field of landscape design, this study developed a prototype of a library and template and analyzed the performance of trial application. For the development of a prototype, annotations and types were analyzed from floor plans of existing small parks, and components of landscape template were deduced. Based on this, play facilities, pergola, and benches were madeintofamily and templates, making automatic design possible. In addition, annotations and tags that are often used in landscape design were made, and a 3D view was materialized through visibility/graphic reassignment. As for tables and quantities, boundary stone table, mounding table, summary sheet of quantities, table of contents, and summary sheet of packaging quantities were grouped and connected with floor plans; regarding landscaping trees, classification criteria and name of trees that are suitable for domestic situations were applied. A landscape template was created to enable the library file format(rfa) that can be mounted on a building with BIM programs. As for problems that arose after the trial application of the prepared template, some CAD files could not be imported; also, while writing tables, the basis of calculation could not be made automatically. Regarding this, it is thought that functions of a BIM program and template need improvement.

중국 자연보호구의 보전관리체계에 관한 연구

장야오 ( Zhang Yao ),김동필 ( Dong Pil Kim ),문호경 ( Ho Gyeong Moon ) 한국환경생태학회 2015 한국환경생태학회지 Vol.29 No.3

본 연구는 중국 자연보호구의 현행 법률 및 법체계와 역사, 조직, 예산 등 관리체계를 분석하여 중국의 보호지역 관리를 위한 기초적 자료를 제공할 목적으로 수행되었다. 법체계는「중화인민공화국 헌법(1954)」에 의거하여 「환경보호법(1989)」,「자연보호구 조례(1994)」,「자연보호구 토지 관리 방법(1995)」이 제정되었다. 자연보호구의 발전과정은 시작단계(1956-1965), 정지단계(1966-1978), 발전 단계(1979-1998), 급증 단계(1999-2006), 안정 단계(2007-현재)로 나눌 수 있으며, 안정단계에서는 생태 환경의 보호, 감독, 관리 강화 등 5단계로 분류된다. 중국 자연보호구는 법에 의거하여 국가급, 성급, 시급, 현급으로 분류하고, 자원유형별로는 자연생태체계류, 야생생물류, 자연유적류로 나누고 있다. 전체 자연보호구 2,640개소 중 임업부가 관리하고 있는 자연보호구는 1,958개(전국 수량의 74.2%) 로 가장 높은 비율을 차지하고 있다. 자연보호구 1,384개소(52.4%)에 관리조직이 건립되어 있으며, 관리조직 유·무에 상관없이 관리인원을 배치한 자연보호구는 1,702개소(64.47%)로 관리조직이 있는 비율보다 높게 나타났다. This study aims at providing exercisable basic data for the management of protection areas in China by investigating into their legal system such as current laws, regulations, other relevant laws and international treaties and the management system such as history, classification, organization, personnel, funds and main management work.. In People``s Republic of China (1954), several laws have been enacted in succession, such as Environment Law (1989), Regulations of Natural Reserves (1994) and Land Management Methods of Natural Reserves (1995). The development process of China``s natural reserves is divided into the following five phases. In the initial phase (1956-1965), about 20 natural reserves were established; in the lag phase (1966-1978), a part of the natural reserves was destroyed under the influence of the Great Cultural Revolution; in the development phase (1979-1998), a normative legal system began to appear after the reform and opening up; in the leap phase (1999-2006), the number of natural reserves increased dramatically; in the stable phase ( 2007-present), the protection and restoration of the ecological environment have been implemented, and the supervision and management have been strengthened. China has established natural reserves of national, provincial, municipal and county levels according to the relevant laws. According to the resource categories, natural reserves can be divided into natural ecosystemreserves, wildlife reserves and natural relic reserves. The Ministry of Forestry is in charge of 1,958 natural reserves which account for 74.2 % of the total natural reserves in China. In China, there are 1,384 natural reserves (52.4 %) for which management institutions have been set up. 1,702 natural reserves (64.47 %) are equipped with management staff, showing a higher ratio than the natural reserves which have set up management institutions. China has established natural reserves of national level, provincial level, municipal level and county level according to law. According to the resource categories, natural reserves can be divided into natural ecosystem reserves, wildlife reserves, and natural relic reserves. The Ministry of Forestry is in charge of 1,958 natural reserves which accounts for 74.2 % of the total natural reserves in China. In China, there are 1,384 natural reserves (52.4 %) which have set up management institutions. 1,702 natural reserves (64.47 %) are equipped with management staff with a higher ratio than the natural reserves which have set up management institutions.

무인항공 영상을 이용한 도심녹지 온도저감 효과 분석^a

최태영 ( Tae-young Choi ),차재규 ( Jae-gyu Cha ),문호경 ( Ho-gyeong Moon ),이선미 ( Seon-mi Lee ),강다인 ( Da-in Kang ) 한국환경생태학회 2017 한국환경생태학회 학술대회지 Vol.2017 No.1

주거환경개선을 위한 농촌주택 리모델링 성능평가지표 설정에 관한 연구

김혜란 ( Hye Lan Kim ),임창수 ( Chang Su Lim ),김은자 ( Eun Ja Kim ),홍광우 ( Kwang Woo Hong ),문호경 ( Ho Gyeong Moon ) 한국농촌계획학회 2014 농촌계획 Vol.20 No.1

Living environments in rural area have become deteriorated rapidly. Increase of aging population, decline in agricultural income, polarization of wealth in rural community due to rural returners have caused severe decline and imbalance of living environments in rural area. Responding to this circumstances, governments currently develop projects for improving living environments focusing on individual housing which were excluded from governmental supports because those had been regarded as private property. Nevertheless, there are still some gaps and problems in evaluating the quality of living environment and suggesting effective solutions. It would be because standards and guidelines of the projects have been based on urban housing system. In order to support the implementation of the projects, this research has developed an index for evaluating and monitoring the quality of living environments in rural area. By applying Delphi method, the index has been created in four categories of ‘security’, ‘convenience’, ‘comfortability’, and ‘durability’ ‘Security’ consists of structural safety, crime, disaster, accident prevention. ‘Convenience’ includes three divisions of living, traffic, farm working. ‘Comfortability’ is divided into sanitation, indoor environments, and aesthetic appreciation. Lastly, ‘durability’ has four divisions of energy conservation, environmental friendliness, efficiency, and economics. Each sub-division also has different items from three to twelves. In the case of an index for performance evaluation, items have been derived from energy conservation(6-items), and environmental friendliness(7-items). Items developed as an index for evaluating rural living environments in this research might be good background information for remodeling project in rural housing development.