• Title/Summary/Keyword: 데이터 지역성

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The Types of Warm Temperate Forest and the Degraded Levels in the Island Area of the West and South Coast (서남해안 도서지역의 난온대 식생유형화 및 훼손등급)

  • Park, Seok-Gon;Sung, Chan-Yong;Kang, Hyun-Mi
    • Korean Journal of Environment and Ecology
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    • v.35 no.6
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    • pp.579-593
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    • 2021
  • In order to understand the types of vegetation in warm temperate-climate zones, vegetation was investigated in several island areas in Jeollanam-do (Jindo, Wando, Gangjin, Goheung, and Yeosu). The evaluation standard for degraded level of warm temperate forests were proposed based on the importance percentage (IP) in canopy layer of the evergreen broad-leaf forests and the number of arboreal evergreen broad-leaf species. Through these measurements, the restoration types and techniques for each degraded level were estimated, and it is intended to be used in establishing restoration plans for the southwest coast island area. The vegetation was analyzed using the two-way indicator species analysis (TWINSPAN) method using survey data of 307 plots. As a result, it was divided into 8 communities, and the appearance characteristics of evergreen broad-leaf species were identified in each community. Community I was located on the lower slope at an altitude of 86.6 m, and Neolitsea sericea and Castanopsis sieboldii were dominant. Communities II and III were the vegetation types that appear on the coast below an altitude of 10.5 to 22.5 m, and Machilus thunbergii, Cinnamomum japonicum, N. sericea, and C. sieboldii were dominant. Communities IV and V were vegetation types that appeared in the lower and middle slops between the altitudes of 71.9 to 153.4m, and C. sieboldii was dominant. In community VI, the N. sericea was dominant in the lower and middle slops at an altitude of 166.9 m. The last communities VII and VIII were the vegetation types that appeared on the middle slop at an altitude of 187.8 to 246.2 m. Also, Quercus acuta and Q. salicina were present. In summary, the evergreen broad-leaf forests dominated by M. thunbergii, C. japonicum, and N. sericea appeared mainly in the coastal areas of the lowlands. The community of C. sieboldii was distributed higher inland than this community. The communities that appeared mainly in the inland highlands at levels above these two communities were Q. acuta and Q. salicina. The degraded level was classified as 0 to V, according to the IP of arboreal evergreen broad-leaf species and the number of arboreal evergreen broad-leaf species. According to the degraded level, the restoration types (preservation, induction, improvement, creation) and the restoration techniques were determined.

Analysis of Stability Indexes for Lightning by Using Upper Air Observation Data over South Korea (남한에서 낙뢰발생시 근접 고층기상관측 자료를 이용한 안정도 지수 분석)

  • Eom, Hyo-Sik;Suh, Myoung-Seok
    • Atmosphere
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    • v.20 no.4
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    • pp.467-482
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    • 2010
  • In this study, characteristics of various stability indexes (SI) and environmental parameters (EP) for the lightning are analysed by using 5 upper air observatories (Osan, Gwangju, Jeju, Pohang, and Baengnyeongdo) for the years 2002-2006 over South Korea. The analysed SI and EP are the lifted index, K-index, Showalter stability index, total precipitable water, mixing ratio, wind shear and temperature of lifting condensation level. The lightning data occurred on the range of -2 hr~+1 hr and within 100 km based on the launch time of rawinsonde and observing location are selected. In general, summer averaged temperature and mixing ratio of lower troposphere for the lightning cases are higher about 1 K and $1{\sim}2gkg^{-1}$ than no lightning cases, respectively. The Box-Whisker plot shows that the range of various SI and EP values for lightning and no lightning cases are well separated but overlapping of SI and EP values between lightning and no lightning are not a little. The optimized threshold values for the detection of lightning are determined objectively based on the highest Heidke skill socre (HSS), which is the most favorable validation parameter for the rare event, such as lightning, by using the simulation of SI and EP threshold values. Although the HSS is not high (0.15~0.30) and the number and values of selected SI and EP are dependent on geographic location, the new threshold values can be used as a supplementary tool for the detection or forecast of lightning over South Korea.

Derivation of Green Infrastructure Planning Factors for Reducing Particulate Matter - Using Text Mining - (미세먼지 저감을 위한 그린인프라 계획요소 도출 - 텍스트 마이닝을 활용하여 -)

  • Seok, Youngsun;Song, Kihwan;Han, Hyojoo;Lee, Junga
    • Journal of the Korean Institute of Landscape Architecture
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    • v.49 no.5
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    • pp.79-96
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    • 2021
  • Green infrastructure planning represents landscape planning measures to reduce particulate matter. This study aimed to derive factors that may be used in planning green infrastructure for particulate matter reduction using text mining techniques. A range of analyses were carried out by focusing on keywords such as 'particulate matter reduction plan' and 'green infrastructure planning elements'. The analyses included Term Frequency-Inverse Document Frequency (TF-IDF) analysis, centrality analysis, related word analysis, and topic modeling analysis. These analyses were carried out via text mining by collecting information on previous related research, policy reports, and laws. Initially, TF-IDF analysis results were used to classify major keywords relating to particulate matter and green infrastructure into three groups: (1) environmental issues (e.g., particulate matter, environment, carbon, and atmosphere), target spaces (e.g., urban, park, and local green space), and application methods (e.g., analysis, planning, evaluation, development, ecological aspect, policy management, technology, and resilience). Second, the centrality analysis results were found to be similar to those of TF-IDF; it was confirmed that the central connectors to the major keywords were 'Green New Deal' and 'Vacant land'. The results from the analysis of related words verified that planning green infrastructure for particulate matter reduction required planning forests and ventilation corridors. Additionally, moisture must be considered for microclimate control. It was also confirmed that utilizing vacant space, establishing mixed forests, introducing particulate matter reduction technology, and understanding the system may be important for the effective planning of green infrastructure. Topic analysis was used to classify the planning elements of green infrastructure based on ecological, technological, and social functions. The planning elements of ecological function were classified into morphological (e.g., urban forest, green space, wall greening) and functional aspects (e.g., climate control, carbon storage and absorption, provision of habitats, and biodiversity for wildlife). The planning elements of technical function were classified into various themes, including the disaster prevention functions of green infrastructure, buffer effects, stormwater management, water purification, and energy reduction. The planning elements of the social function were classified into themes such as community function, improving the health of users, and scenery improvement. These results suggest that green infrastructure planning for particulate matter reduction requires approaches related to key concepts, such as resilience and sustainability. In particular, there is a need to apply green infrastructure planning elements in order to reduce exposure to particulate matter.

Presenteeism in Agricultural, Forestry and Fishing Workers: Based on the 6th Korean Working Conditions Survey (농업, 임업 및 어업 종사자에서의 프리젠티즘: 제6차 근로환경조사를 바탕으로)

  • Sang-Hee Hong;Eun-Chul Jang;Soon-Chan Kwon;Hwa-Young Lee;Myoung-Je Song;Jong-Sun Kim;Mid-Eum Moon;Sang-Hyeon Kim;Ji-Suk Yun;Young-Sun Min
    • Journal of agricultural medicine and community health
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    • v.49 no.1
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    • pp.1-12
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    • 2024
  • Objectives: Presenteeism is known to be a much more economically damaging social cost than disease rest while going to work despite physical pain. Since COVID-19, social discussions on the sickness benefit have been taking place as a countermeasure against presenteeism, and in particular, farmers and fishermen do not have an institutional mechanism for livelihood support when a disease other than work occurs. This study attempted to examine the relationship between agricultural, fishing, and forestry workers and presenteeism using the 6th Korean Work Conditions Survey. Methods: From October 2020 to January 2021, data from the 6th working conditions survey conducted on 17 cities and provinces in Korea were used, and a total of 34,981 people were studied. Control variables were gender, age, self-health assessment, education level, night work, shift work, monthly income, occupation, working hours per week, and employment status. Results: As a result of the analysis, farmers and fishermen showed the characteristics of the self-employed and the elderly, and as a result of the regression analysis, when farmers and fishermen analyzed the relationship with presenteeism tendency compared to other industry workers, farmers and fishermen increased by 23% compared to other industry groups. Conclusion: This study is significant in that it has representation by utilizing the 6th working conditions survey and objectively suggests the need for a sickness benefit for farmers and fishermen who may be overlooked in the sickness benefit.

An Importance and Satisfaction Analysis for Improvement Efficiency Use of Waterfront - A Focus on the Waterfront Analysis for Domestic and Foreign Dragon Boat Festival - (친수공간 이용효율성 개선을 위한 중요도·만족도 분석 - 국내·외 드래곤 보트 페스티벌을 위한 친수공간 사례로 -)

  • An, Byung-chul
    • Journal of the Korean Institute of Landscape Architecture
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    • v.44 no.4
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    • pp.86-99
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    • 2016
  • This study was for analyzing the external environment and internal space structure and improving the way of use efficiency in waterfront through the Dragon boat festival to utilize waterfront actively. Through from the four target area, Hongkong, Busan, Incheon and Daejeon, this study was for an importance and satisfaction analysis for users about the element effect on the waterfront use efficiency and the contribution to cultural contents revitalization of waterfront by giving basic data. The result is as follows. First, in the importance analysis about 12 items, modern cultural infra around the waterfront was ranked highest, 8.26 and waterfront landscape, square & openspaces, convenience facilities, transport, green area, quality of viewing space, historic resources, pedestrian, suitability of width, wave, depth, water quality, berth & mooring were ranked in descending order. Second, waterfront landscape was interpreted by rather the external environmental impact according to city size than the matter of spatial structure in target area and judged as an important factor effect on site selection for waterfront. In the analysis of waterfront landscape, the reason of the high satisfaction about domestic target area was that riverside parks were recently made considering their waterfront activities. Viewing space was major infra where people could experience the pleasant waterfront and watch dynamic water leisure sports like Dragon boat three dimensionally and was thought to be improved for the use efficiency. Third, tourism resources were very important element that affect the use efficiency of waterfront, so waterfront users react sensitively to modern tourism resources rather than to historic resources. This meant that tourism infrastructure for shopping and leisure of the young affected the use efficiency of waterfront, so Hongkong and Busan were in a better position in terms of using waterfront that was near the tourism infrastructure. Fourth, in the analysis of traffic accessibility, both Hongkong and Busan were high evaluated in terms of excellent traffic accessibility by subway. Daejeon was low rated in terms of the satisfaction of use efficiency, because of the relative lower place awareness compared with transportation infrastructure. In Hongkong, waterfront was connected with downtown and in Busan, housing complex and shopping centers were located in the place for users in an easily accessible on foot, so the satisfaction was high-pitched. Finally, in the importance of water surface width and the analysis of satisfaction, except Incheon, all the three were over 200m in width of water surface and this meant the surface width above certain level was interpreted to interrupt the concentration of enjoying the water leisure sports. In the analysis of surface condition such as water quality, water depth and wave, through a survey, Busan had a problem with water quality and Gapcheon in Daejeon had a problem with optimal water depth by the festival participants.

한국 표준시 제도의 타당성에 관한 연구

  • Hong, Seong-Gil;Ryu, Chan-Su
    • 한국데이터정보과학회:학술대회논문집
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    • 2002.06a
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    • pp.5-8
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    • 2002
  • 현재 우리 나라가 사용하고 있는 표준시는 I-시간이다. 이 표준시 사용에 대해 일부 이견이 있어, 우리 나라의 표준시 제도를 확립하기 위해 세계 각국의 표준시의 운용 상황을 분석 검토함으로서 우리나라는 현재 사용 중인 I-시간을 계속적으로 사용하는 것이 타당한 것으로 다음과 같은 결론을 얻을 수 있었다. 1) 세계에서 복수 표준시를 운용하고 있는 나라(러시아 등 9개국)는, 표준시 적용 지역을 태양시에 정확하게 맞추어 결정할 수 있을 것임에도, 3개국만 표준시가 태양시에 거의 일치할 뿐 나머지 6개국은 모두 태양시보다 표준시를 앞세워 적용하고 있다. 2) 세계 15대 대 영토국 중 단일표준시를 운용하고 있는 나라(중국 등 6개국) 중에서 3개국이 대체로 표준시가 태양시에 일치할 뿐이고, 나머지 3개국은 표준시를 태양시보다 $1{\sim}2$시간 이상이나 앞세워 적용하고 있다. 3) 전 세계의 145개 주요 단일 표준시 사용국 중 약 5%(중동의 지중해 연안국들과 동유럽의 일부 국가들) 정도에서 표준시를 태양시보다 30분 정도 늦춰 적용할 뿐이고, 태양시와 비슷하게 운용하는 나라는 약 56%, 표준시를 30분 이상 앞세워 적용하고 있는 나라는 약 39% 정도로서 대체로 태양시보다 빠른 표준시를 긍정적으로 받아들이고 있다. 4) 캐나다와 미국의 경우는 각 주에서 정한 표준시와는 다르게 운영하고 있는 지방들이 있는데, 이들 모두가 지리적인 위치로 보아 태양시보다 표준시가 어느 정도 빠르게 운영되도록 조정한 경우들이다. 5) 세계에서 UTC와 비 정수 시간차의 표준시를 운용하는 지역과 국가는 7개소 정도이다. 이들 중 표준시를 태양시에 맞추어 설정한 경우가 6개소이고, 지리적인 위치로 보아 표준시와 태양시가 일치할 수 있는데도 표준시를 30분 정도를 빠르게 운용하기 위해 조정한 경우가 1개소이다. 6) 세계에서 서머타임을 적용하고 있는 최저위도 국가는 북반구에서는 북회귀선에 걸쳐 있는 Mexico와 Cuba, 남반구에서는 Brazil의 남회귀선에 걸쳐 있는 남반부인데 이들은 모두 태양시와 일치하는 표준시를 운용하는 나라들이다. 한편 서머타임을 적용하고 있지 않는 최고위도 국가는 북반구에서는 Iceland, 남반구에서는 Argentina인데, 이 두 나라는 모두 이미 표준시를 태양시보다 1시간 이상 빠르게 적용하고 있는 나라들이다. 7) 복수 표준시간을 운용하고 있는 Canada와 미국에서는 국가적으로는 서머타임을 운용하고 있는데도 서머타임을 운용하고 있지 않는 주가 Canada에는 1개주, 미국에는 3개 주가 있는데, 이들은 모두 표준시가 태양시보다 30분${\sim}$1시간 정도 빠르게 적용되고 있는 곳이다. 8) 세계의 많은 나라가 표준시를 태양시보다 30분${\sim}$1시간 또는 그 이상까지도 빠르게 적용하고 있다는 사실, 그리고 세계의 많은 나라에서 서머타임을 시행하고 있다는 사실을 보면 태양시보다 표준시를 어느 정도 빠르게 적용해 생활하는 것은 인간 생체리듬에 악영향을 미치지 않으면서 오히려 시간 이용을 효율화하는 장점이 있는 것으로 판단된다. 9) 현재 우리나라는 경도 $135^{\circ}E$를 기준으로 하는 I-시간을 사용하고 있으면서 I-시간대역의 서쪽경계에 위치하여 태양시보다 표준시가 30분 정도 빠르다. 이는 한국인의 생체리듬에 결코 나쁜 영향을 주지 않으며, 오히려 시간을 효율적으로 사용할 수 있는 장점으로 작용하고 있는 것으로 판단된다. 아울러 여름철에 일광절약시간(서머타임)제의 필요성을 완화시켜줌으로서 표준시를 안정적으로 운용하는데 크게 기여하고 있다. 이는 표준시를 UTC와 정수시간차를 유지하면서 안정적으로 운영하려는 세계 각국의 표준시 운영 경향과도 일치하고 있다. 10) 우리나라가 사용하는 I-시간이 우리에게 이상과 같은 장점을 가지고 있음에도 불구하고 이 I-시간이 일제의 잔재라거나 또한 한국인의 생체리듬에 해롭다는 이유를 들어 우리 나라의 표준시를 경도 $127.5^{\circ}W$ 기준의 H'시간으로 변경시킨다면UTC와의 8시간 30분차 시간을 운영하게 됨으로서 국제화 시대를 사는데 큰 불편을 초래할 뿐만 아니라, 추가적으로 서머타임제를 도입하게 되는 등 커다란 부작용을 겪게 될 것이다.

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A Study on the Exploratory Spatial Data Analysis of the Distribution of Longevity Population and the Scale Effect of the Modifiable Areal Unit Problem(MAUP) (장수 인구의 분포 패턴에 관한 탐색적 공간 데이터 분석과 수정 가능한 공간단위 문제(MAUP)의 Scale Effect에 관한 연구)

  • Choi, Don-Jeong;Suh, Yong-Cheol
    • Journal of the Korean Association of Geographic Information Studies
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    • v.16 no.3
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    • pp.40-53
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    • 2013
  • Most of the existing domestic studies to identify the distribution of longevity population and influencing factors oriented confirmatory approach. Furthermore, most of the studies in this research topic simply have used their own definition of spatial unit of analysis or employed arbitrary spatial units of analysis according to data availability. These research approaches can not sufficiently reflect the spatial characteristic of longevity phenomenon and exposed to the Modifiable Aerial Unit Problem(MAUP). This research performed the Exploratory Spatial Data Analysis(ESDA) to identify the spatial autocorrelation of the distribution of longevity population and investigated whether the modifiable areal unit problem in the aspect of scale effect using spatial population data in Korea. We used Si_Gun_Gu and Eup_Myeon_Dong as two different spatial units of regional longevity indicators measured. Then, we applied Getis-Ord Gi* to investigate the existence of spatial hot spots and cold spots. The results from our analysis show that there exist statistically significant spatial autocorrelation and spatial hot spots and cold spots of regional longevity at both Si_Gun_Gu and Eup_Myeon_Dong levels. This result implies that the modifiable areal unit problem does exist in the studies of spatial patterns of longevity population distribution. The demand for longevity researches would be increased inevitably. In addition, there were apparent differences for the global spatial autocorrelation and local spatial cluster which calculated different spatial units such as Si_Gun_Gu and Eup_Myeon_Dong and this can be seen as scale effect of MAUP. The findings from our analysis show that any study in this topic can mislead results when the modifiable areal unit problem and spatial autocorrelation are not explicitly considered.

Prediction of the Italian Ryegrass (Lolium multiflorum Lam.) Yield via Climate Big Data and Geographic Information System in Republic of Korea (기상 빅 데이터와 지리정보시스템을 이용한 이탈리안 라이그라스의 수량예측)

  • Kim, Moonju;Oh, Seung Min;Kim, Ji Yung;Lee, Bae Hun;Peng, Jinglun;Kim, Si Chul;Chemere, Befekadu;Nejad, Jalil Ghassemi;Kim, Kyeong Dae;Jo, Mu Hwan;Kim, Byong Wan;Sung, Kyung Il
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.37 no.2
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    • pp.145-153
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    • 2017
  • This study was aimed to find yield prediction model of Italian ryegrass using climate big data and geographic information. After that, mapping the predicted yield results using Geographic Information System (GIS) as follows; First, forage data were collected; second, the climate information, which was matched with forage data according to year and location, was gathered from the Korean Metrology Administration (KMA) as big data; third, the climate layers used for GIS were constructed; fourth, the yield prediction equation was estimated for the climate layers. Finally, the prediction model was evaluated in aspect of fitness and accuracy. As a result, the fitness of the model ($R^2$) was between 27% to 95% in relation to cultivated locations. In Suwon (n=321), the model was; DMY = 158.63AGD -8.82AAT +169.09SGD - 8.03SAT +184.59SRD -13,352.24 (DMY: Dry Matter Yield, AGD: Autumnal Growing Days, SGD: Spring Growing Days, SAT: Spring Accumulated Temperature, SRD: Spring Rainfall Days). Furthermore, DMY was predicted as $9,790{\pm}120$ (kg/ha) for the mean DMY(9,790 kg/ha). During mapping, the yield of inland areas were relatively greater than that of coastal areas except of Jeju Island, furthermore, northeastern areas, which was mountainous, had lain no cultivations due to weak cold tolerance. In this study, even though the yield prediction modeling and mapping were only performed in several particular locations limited to the data situation as a startup research in the Republic of Korea.

A Study on Contents of Vitamin K1 in Local Agricultural Products (지역농산물의 비타민 K1 함량 조사)

  • Lee, A Reum;Kim, Joo Hee;Park, Jae-Ho;Kim, Youngho;Hong, Eui Yon;Kim, Haeng-Ran;Choi, Youngmin;Lee, Junsoo;Eom, Hyun-Ju
    • The Korean Journal of Food And Nutrition
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    • v.29 no.3
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    • pp.301-306
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    • 2016
  • Vitamin K (phylloquinone) is an essential cofactor in the synthesis of active blood-clotting factors II, VII, IX and X. Deficiency of vitamin K leads to inadequate activity of these factors, resulting in bleeding. In this study, we investigated vitamin $K_1$ content of agricultural products that are widely and specifically grown in Korea including 9 leaves and vegetables, 16 fruits, and 11 cereals and specialty crops. Vitamin $K_1$ analysis of the agro-samples was by a validated, modified, reversed phase-HPLC method with fluorescence detection after post-column derivatization. The vitamin $K_1$ content ranged from 1.83 to $682.73{\mu}g$/100 g in leaves and vegetables, 0.17 to $28.22{\mu}g$/100 g in fruits, and ND to $279{\mu}g$/100 g in cereals and specialty crops. Among the 36 samples, high content of vitamin $K_1$ were found in Gugija (Lycium chinense Miller) leaves (average $682.73{\mu}g$/100 g) and Hansan ramie leaves (average $423.12{\mu}g$/100 g); however, mushroom, amaranth and Chinese artichoke showed no detectable levels. The results of ourstudy provide reliable vitamin $K_1$ content of Korean grown agricultural products that expand nutritional information and food composition database.

Analysis of Pinewood Nematode Damage Expansion in Gyeonggi Province Based on Monitoring Data from 2008 to 2015 (경기도의 소나무재선충병 피해 확산 양상 분석: 2008 ~ 2015년 예찰 데이터를 기반으로)

  • Park, Wan-Hyeok;Ko, Dongwook W.;Kwon, Tae-Sung;Nam, Youngwoo;Kwon, Young Dae
    • Journal of Korean Society of Forest Science
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    • v.107 no.4
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    • pp.486-496
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    • 2018
  • Pine wilt disease (PWD) in Gyeonggi province was first detected in Gwangju in 2007, and ever since has caused extensive damage. Insect vector and host tree in Gyeonggi province are Monochamus saltuarius and Pinus koraiensis, respectively, which are different from the southern region that consist of Monochamus alternatus and Pinus densiflora. Consequently, spread and mortality characteristics may be different, but our understanding is limited. In this research, we utilized the spatial data of newly infected trees in Gyeonggi province from 2008 to 2015 to analyze how it is related to various environmental and human factors, such as elevation, forest type, and road network. We also analyzed the minimum distance from newly infected tree to last year's closest infected tree to examine the dispersal characteristics based on new outbreak locations. Annual number of newly infected trees rapidly increased from 2008 to 2013, which then stabilized. Number of administrative districts with infected trees was 5 in 2012, 11 in 2013, and 15 in 2014. Most of the infected trees was Pinus koraiensis, with its proportion close to 90% throughout the survey period. Mean distance to newly infected trees dramatically decreased over time, from 4,111 m from 2012 to 2013, to approximately 600 m from 2013 to 2014 and 2014 to 2015. Most new infections occurred in higher elevation over time. Distance to road from newly infected trees continuously increased, suggesting that natural diffusion dispersal is increasingly occurring compared to human-influenced dispersal over time.