원격탐사와 지리정보시스템의 산림분야 활용

이우균,김문일,송철호,이슬기,차성은,김강선,Lee, Woo-Kyun,Kim, Moonil,Song, Cholho,Lee, Sle-gee,Cha, Sungeun,Kim, GangSun 한국국토정보공사 공간정보연구원 2016 지적과 국토정보 Vol.46 No.2

산림은 우리나라 토지피복 면적의 64%에 해당하는 넓은 면적을 차지한다. 이와 같이 넓은 면적의 산림을 조사, 모니터링, 관리하기 위해서는 원격탐사 및 지리정보시스템 기술이 필수적이다. 위성영상의 분광반사 특성을 이용하여 임상 및 수종분류가 가능하며, 이를 통해 임상도를 제작할 수 있다. 3차원 자료인 LiDAR를 이용하여 개체목의 위치와 수고 측정, 이를 통해 바이오매스와 탄소량 추정이 가능하다. 그 외에도 대상물의 반사특성을 이용해서 각종 지수들이 추출될 수 있는데, 예를 들어 식생지수와 표면토양지수 등을 통해 식생의 활력도와 산림 황폐화 정도를 파악 할 수 있다. 이러한 식생지수들의 변이를 파악하여 소나무 재선충병, 참나무 시들음병 등의 조기탐지 및 관리도 가능하다. 또한 A/R CDM, REDD+ 등 최근 기후변화 대응 사업에 있어서 원격탐사는 사업성 판단과 이산화탄소 흡수 및 저장량을 산정하는데 중요한 역할을 하고 있다. 기후변화 취약성 평가에서는 지리정보시스템의 시공간자료를 이용하여 국가 및 지자체 단위의 취약성이 시공간적으로 평가되고 있다. 또한, 시공간자료를 영향변수로 추가시킨 각종 모델을 통해 산림생장, 입목고사, 산사태 및 산불 등의 예측이 시공간적으로 이루어 질 수 있다. Forest accounts for almost 64 percents of total land cover in South Korea. For inventorying, monitoring, and managing such large area of forest, application of remote sensing and geographic information system (RS/GIS) technology is essential. On the basis of spectral characteristics of satellite imagery, forest cover and tree species can be classified, and forest cover map can be prepared. Using three dimensional data of LiDAR(Light Detection and Ranging), tree location and tree height can be measured, and biomass and carbon stocks can be also estimated. In addition, many indices can be extracted using reflection characteristics of land cover. For example, the level of vegetation vitality and forest degradation can be analyzed with VI (vegetation Index) and TGSI (Top Grain Soil Index), respectively. Also, pine wilt disease and o ak w ilt d isease c an b e e arly detected and controled through understanding of change in vegetation indices. RS and GIS take an important role in assessing carbon storage in climate change related projects such as A/R CDM, REDD+ as well. In the field of climate change adaptation, impact and vulnerability can be spatio-temporally assessed for national and local level with the help of spatio-temporal data of GIS. Forest growth, tree mortality, land slide, forest fire can be spatio-temporally estimated using the models in which spatio-temporal data of GIS are added as influence variables.

미얀마 건조지 토지피복 변화와 식생온도조건지수간의 관계분석

최솔이 ( Sol E Choi ),이우균 ( Woo Kyun Lee2 ),( Hangnan Yu ),강호덕 ( Ho Duck Kang ),김용석 ( Yong Suk Kim ) 한국지리정보학회 2014 한국지리정보학회지 Vol.17 No.2

본 연구에서는 미얀마 내 Mandalay, Magway 지역에 대해 Landsat 4-5 TM 위성영상을 이 용하여 토지피복 변화와 식생온도조건지수(Vegetation Temperature Condition Index; VTCI)의 관계를 분석함으로써, 미얀마 토지피복 변화와 건조 정도의 관계를 밝히고자 하였다. 토지피복 변 화를 분석한 결과, 연구 대상 지역에서 산림은 감소하는 것으로 나타난 반면, 주거지와 농경지의 면적은 증가하였다. VTCI 분석을 수행한 결과, (a)지역에서는 매우 건조한 지역의 면적이 점차 감소하고, 건조한 지역 및 보통, 습윤한 지역의 면적이 증가하여 건조의 정도가 다소 감소되는 것 으로 나타났다. (b)지역 또한 매우 건조한 지역의 면적이 증가하여 건조 정도가 심각해지는 것을 파악할 수 있었다. VTCI와 토지피복 변화의 관계 분석결과는 두 지역의 매우 건조한 지역에서 산 림 및 주거지의 농경지로의 변화 비율이 비교적 높게 나타나고, 변화된 지역의 VTCI 평균이 감소 하여 토지피복의 변화와 건조 정도의 변화의 관련성을 찾을 수 있었으며, 건조지역이 점차 증가하 고 있음을 확인하였다. Condition Index(VTCI) using Landsat 4-5 TM satellite images in Central Dry Zones of Myanmar. As a result of land cover classifications, while vegetation areas gradually decrease, residential area and cropland were increased. VTCI analysis shows that region (a) showed a gradual decrease in the area of severely arid, and increase in the area of moderate dry and wet, which sums up to a slight decrease in aridity. Region (b) also showed to increase in dry areas and severe aridity. The result of relational analysis between VTCI and land cover change showed high ratio of land cover change, from severe arid area to forest and residential farmland. The average VTCI decreased in the changed land covers, which indicates the relationship between aridity and land cover change and a gradual increase in the arid area was identified.

영림계획의 방법론적 개선에 관한 연구

이우균(Woo Kyun Lee),변우혁(Woo Hyuk Byun),윤성민(Sung Min Yoon) 한국산림경제학회 1998 산림경제연구 Vol.6 No.1

N/A

Spline 함수와 선형방정식을 이용한 수간 (樹幹) 및 임분간곡선모델 (林分幹曲線)

이우균 ( Woo Kyun Lee ) 한국산림과학회 1994 한국산림과학회지 Vol.83 No.1

One of the essential factors to estimate the stem and stand growth is to correctly portray a stem form (profile). It is also required to numerically approximate a stem form in order to dynamically grasp and represent a stand growth. A whole stem form seems to be a conical form but a stem outline at various positions tapers off differently. Accordingly it is difficult to model a whole stand form with single taper equation. A stem taper equation with different coefficients on each subinterval can be useful tools to accurately portray a stem form. This article presents the derivation method of individual stem taper curve using spline function. It is also in this paper aimed to study how a stand taper curve car, be derived from the population of single stem taper curve in a stand. These taper equations numerically formulated enable to dynamically represent and prognosticate the development process of a stand and prepare the foundation of variety on growth model study and rational forest planning model.

지형 , 토양 및 임상정보에 기초한 도시림 관리시스템 개발

이우균(Woo Kyun Lee),손요환(Yo Whan Son),송철철(Chul Chul Song),정기현(Kee Hyun Chung),김윤경(Yoon Kyoung Kim),류성렬(Soung Ryoul Ryu),김현섭(Hyun Sup Kim) 한국환경영향평가학회 1999 환경영향평가 Vol.8 No.3

For the effective management of urban forest, a variety of informations on urban forest needs to be accurately measured and effectively used in decision-making processes. This study aims at developing an urban forest management system with reference to GIS and making it possible to effectively manage urban forests. A detailed forest type map were constructed with the help of aerial photograph and terrestrial inventory. A geographical map in terms of slope, aspect and altitude were also prepared by Digital Elevation Model(DEM). A soil type map containing chemical characteristics were also made through soil analysis. These thematic maps which contain informations on forest type, geography and soil were digitalized with reference to GIS, and an urban forest management system of user interface were developed. With the help of this urban forest management system, various spatial and attribute informations which need for urban forest management could be easily used in decision-making processes in relation to urban forest.

위치종속임분조사에 (位置從屬林分調査) 의한 개체목의 (個體木) 경쟁지수 및 흉고직경생장 (胸高直徑生長) 추정

이우균 ( Woo Kyun Lee ) 한국산림과학회 1996 한국산림과학회지 Vol.85 No.3

In this study, a number of distance-dependent competition indices on tree-level which incorporate the tree sizes and distances to competitors, and traditional stand-level density measures were estimated from the data compiled with position-dependent survey in a Pinus densiflora stand, The performance of the estimated competition indices was examined by comparing the relationship with the diameter growth, and a dbh growth function, in which the competition index is considered as a one of influence factors, are developed. In the searching method of competing trees, the competition index estimated with 30°competition interrupting angle showed the highest correlation with the annual dbh growth, while the expanding the competing zone distance had no significant effect on the performance of competition index in estimating annual dbh growth. The most of the examined stand-level competition indices, based on distance-dependent single-tree competition indices, were evaluated to describe similarly the stand competition status. As a result of partial correlation analysis in which the effect of age and site index are eliminated, Alemdag`s mean competition index and relative spacing index were determined to have the highest correlation with dbh. The relative spacing index, which can be easily measured in field without measuring the position of individual trees, was considered to be a better suited one for estimating mean dbh of a stand. Among distance-dependent competition indices on tree-level, Hegyi`s competition index showed the best performance in their correlation with annual dbh growth, if eliminated the effect of site index and dbh. This enabled to derive the following annual dbh growth function of individual trees which incorporate age, dominant height, dbh and Hegyi`s competition index as influence factors : dbh` = 3.975362676·age^(-1.099274613)·ho^(0.199893990)·dbh^(0.269430865)·HgCI^(-0.353643587) This function is coincided to the growth principle in which site index has a positive effect on the annual dbh growth, while high age or competition causes to reduce the annual dbh growth, and can be used as a function in single tree growth model.

강원도지역 소나무의 임분 및 일반 수고 - 흉고직경곡선 모델

이우균 ( Woo Kyun Lee ) 한국산림경제학회 1996 산림경제연구 Vol.4 No.2

연구논문 : 내륙습지 기능의 우선순위 결정

이승준 ( Seung Jun Lee ),최현아 ( Hyun Ah Cho ),이우균 ( Woo Kyun Lee ),이종렬 ( Jong Yeol Lee ),전성우 ( Seong Woo Jeon ),김준순 ( Joon Soon Kim ) 한국환경영향평가학회 2014 환경영향평가 Vol.23 No.3

In this study, the functional priority of wetlands was determined through analysis of previous research. To determine relative importance, three processes were performed. First, quantitative values from the case studies were normalized. Second, non-quantitative values were prioritized based on standard criteria. Third, equal weight was applied as long as there was no special consideration regarding a particular value`s disproportionate priority in the research. Finally, results were grouped into large, medium, and small classes. In this study, the functions of the medium class were found to be the most significant, in the following order of priority: water supply and ground water recharge; culture and recreation; biodiversity; product; water quality control; flood control; erosion control; moderation of climate change; and provision of biochemical matter. To verify these results, we compared our findings with those of an assessment that used the Rapid Assessment Method (RAM) on the same type of study area. Whereas this comparison indicated some correlations by the culture, water storage, and genetic sustainability functions, it suggested a lack of such relationship by the water purification and flood prevention functions.

기온감율을 적용한 기후자료가 잠재 산림분포 예측에 미치는 영향

이상철(Lee Sang Chul),최성호(Choi Sung Ho),이우균(Lee Woo Kyun),유성진(Yoo Seong Jin),변재균(Byun Jae Gyun) 대한공간정보학회 2011 대한공간정보학회지 Vol.19 No.2

본 연구의 목적은 기후변화에 따른 잠재 산림분포 예측에 이용되는 기상 자료의 효과적인 구축 및 규모변환(Down Scaling) 방법을 제시 하는 것이다. 잠재 산림분포 예측을 위해 한국형 산림 분포 모형 TAC(Thermal Analogy Group)의 예측 방법과 HyTAG(Hydrological and Thermal Analogy Croup)에서 정의한 식생 기능성 유형(PFT: Plant Functional Types)을 함께 적용하였다. 이를 위해 20㎞ 공간해상도의 기상자료를 1㎞의 공간해상도에 부합하도록 보간 하였다. 이러한 보간 및 규모변환의 한 가지 방법으로 고도에 따른 기온감율을 적용 및 비적용하여 각각의 과거 잠재 산림분포를 예측하였다. 현존 산림분포도와 비교한 정확도 검증에서 기온감율을 적용한 잠재 산림분포가 약 38% 더 정확한 것으로 나타났다. The objective of this study was to suggest technical approaches for preparation and down scaling of climate data used for predicting the potential forest distribution. To predict the forest distribution, we employed a Korean-specific forest distribution model, so-called the TAG(Thermal Analogy Group), and defined the PFT(Plant Functional Types) based on the HyTAG(Hydrological and Thermal Analogy Group). The climate data with 20㎞ spatial resolution were interpolated to fit on the input data format with 1㎞ spatial resolution. Two potential forest distribution maps were estimated using climate data constructed by kriging, one of the interpolation and down-scaling approaches, with and without lapse rate considered. Through the verification process by comparing two potential maps with the actual vegetation map, the forest distribution using the lapse rate was proven to be 38% more accurate.

지구통계학적 기법에 의한 강원폐광부지 중금속의 공간적 분포 양상 예측 연구

김순아,이우균,김정규,신기일,권태협,현승훈,양재의,Kim, Su-Na,Lee, Woo-Kyun,Kim, Jeong-Gyu,Shin, Key-Il,Kwon, Tae-Hyub,Hyun, Seung-Hun,Yang, Jae-E 한국공간정보학회 2012 한국공간정보학회지 Vol.20 No.4

본 연구는 한강중상류유역에 위치한 강원광산부지로부터 발생한 중금속의 오염실태를 파악하고자 주성분 분석과 크리깅 공간통계기법을 시도하였다. 토양 심토에서 제1 주성분(PC1)의 경우 광산 주변의 정남쪽방향에서 정북방향으로 아연과 니켈의 농도가 점진적으로 확산되고 있었으며 제2 주성분(PC2)은 강원광산 중남부지역에서 카드뮴과 수은 함량의 농도가 높게 나타났다. 클러스터 분석결과, D그룹에서 비소와 구리 금속이 공간자기상관관계가 높게 나타났으며 비소의 경우 중금속 농도가 0.83mg/kg로 남에서 북쪽방향으로 증가하였다. 본 연구는 크리깅모델을 이용하여 광산부지로부터 오염토양의 중금속 분포 현황을 공간학적으로 파악할 수 있었고 향후 휴 폐광부지에서 위해성평가 및 정책당국의 결정권자들에게 오염토양 복원에 대한 의사결정시 도움이 될 것이다. This study was performed to evaluate the spatial distribution of heavy metals using principal component analysis and Ordinary Kriging technique in the Gangwon Mine site. In the soils from the sub soil, the contents of Zn and Ni in the PC1 were gradually dispersed from south to north direction, while the components of Cd and Hg in the PC2 showed an increase significantly from middle-south area in the Gangwon Mine site. According to the cluster analysis, pollutant metals of As and Cu were presented a strong spatial autocorrelation structure in cluster D. The concentration of As was 0.83mg/kg and shown to increase from the south to north direction. The spatial distribution maps of the soil components using geostatistical method might be important in future soil remediation studies and help decision-makers assess the potential health risk affects of the abandoned mining sites.