• 한국환경복원기술학회지
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• 제18권3호
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• pp.51-64
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• 2015

Climate change will make significant impact on species distribution in forest. Pinus koraiensis which is commonly called as Korean Pine is normally distributed in frigid zones. Climate change which causes severe heat could affect distribution of Korean pine. Therefore, this study predicted the distribution of Korean Pine and the suitable habitat area with consideration on uncertainty by applying climate change scenarios on an ensemble model. First of all, a site index was considered when selecting present and absent points and a stratified method was used to select the points. Secondly, environmental and climate variables were chosen by literature review and then confirmed with experts. Those variables were used as input data of BIOMOD2. Thirdly, the present distribution model was made. The result was validated with ROC. Lastly, RCP scenarios were applied on the models to create the future distribution model. As a results, each individual model shows quite big differences in the results but generally most models and ensemble models estimated that the suitable habitat area would be decreased in midterm future(40s) as well as long term future(90s).

• 한국식품과학회지
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• 제30권2호
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• pp.450-455
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• 1998

한국에 널리 분포하고 있는 곰솔, 리기다, 잣나무, 적송의 에탄올추출물과 각 용매 분획물을 이용하여, in vitro assay로서 spore rec-assay와 Salmonella typhimurium reversion assay법으로 시료자체 변이원성 유무와 4가지 양성변이원 물질(MNNG, 4NQO, Trp-P-1 및 B(a)p)에 대한 돌연변이 억제효과를 고찰하였다. 곰솔, 리기다, 잣나무, 적송의 에탄올 추출물은 spore rec-assay와 S. typhimurium를 이용한 mutagenicity assay에서 변이원성을 나타내지 않았다. 돌연변이 억제 시험에서는 4가지 시료 모두 농도 증가에 따른 억제율을 나타내었고 또 각각의 시료들의 분획물 중 잣나무와 소나무의 에테르 분획물들이 간접변이원인 Trp-P-1의 변이원성에 대하여 다른 분획물에 비하여 높은 억제율을 보여주었다.

• 한국산림과학회지
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• 제99권3호
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• pp.439-445
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• 2010

소나무와 잣나무 이목이 설치된 장소에서 채집된 천공성곤충은 모두 4과 45종이었으며, 하늘소과 21종, 바구미과 9종, 왕바구미과 2종, 나무좀과 13종이었다. 기생 및 포식천적의 종류는 총 6목 15과 36종이었다. 소나무재선충을 매개하는 북방수염하늘소에 기생, 포식하는 주요천적으로는 Dolichomitus nakamurai와 Echthrus reluctator, 큰쌀도적, 개미붙이 4종이었으며, 기생포식천적(parasitoids)인 Dolichomitus nakamurai 와 Echthrus reluctator는 4월 상순부터 5월 상순까지 발생하며, 주로 충방을 형성하고 그 안에 서식하는 북방수염하늘소의 유충이나 용에 기생하였다. 포식성 천적(predator)인 큰쌀도적, 개미붙이는 4월-10월에 발생되어 천공성 곤충의 유충과 성충을 포식하였다.

• 한국토양비료학회지
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• 제44권6호
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• pp.1144-1149
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• 2011

잣나무는 우리나라의 대표적인 조림수종으로서 종자가 비산하지 못하고 조류나 설치류등의 동물에 의해 운반, 산포됨으로써 잣나무 인공조림지 주변 산림의 하층에 잣나무 치수가 천연 발생하게 된다. 조사 임분 내에서는 직경급, 수고급별 분포에서 역 J자형을 나타내는 음수의 잣나무가 상층의 참나무림에 의해 낮은 광환경과 토양의 비옥도가 낮은 조건하에서 생육하고 있다. 조사 임분은 비교적 온도가 높고 건조한 남서사면이지만 상층의 참나무림 임관에 의해 완화되며, 따라서 잣나무 종자의 발아나 치수를 보호하는 미세 입지환경을 제공 할 수 있을 것으로 생각된다. 잣나무 치수의 전체 현존량은 잣나무 인공림에 비해 높았으며 참나무림 하부의 낮은 광 환경에서도 적응하는 것으로 생각된다. 각 기관별 질소와 인의 농도는 인공 잣나무림 및 혼효하는 참나무림의 각 기관별 농도보다 낮았으며 양분량도 현존량에비해 상대적으로 적었다. 이들 양분은 일반적으로 식물의 성장에 필요한 주요 성분이므로 잣나무와 활엽수 혼효림의 시업에 있어서 지조부는 임상에 존치 시키는 것이 유리할 것으로 판단된다.

• 대한원격탐사학회지
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• 제24권3호
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• pp.267-272
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• 2008

Tree species-specific estimates with spacebome high-resolution imagery improve estimation of forest biomass which is needed to predict the long term planning for the sustainable forest management(SFM). This paper is a contribution to develop crown distinguishing coniferous species, Pinus densiflora and Pinus koraiensis, from QuickBird imagery. The proposed feature analysis derived from shape parameters and first and second-order statistical texture features of the same test area were compared for the two species separation and delineation. As expected, initial studies have shown that both formfactor and compactness shape parameters provided the successful differentiating method between the pine species within the compartment for single crown identification from spaceborne high resolution imagery. Another result revealed that the selected texture parameters - the mean, variance, angular second moment(ASM) - in the infrared band image could produce good subset combination of texture features for representing detailed tree crown outline.

• Journal of the Korean Wood Science and Technology
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• 제47권1호
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• pp.101-109
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• 2019

This paper examines the classification of five coniferous species, including larch (Larix kaempferi), red pine (Pinus densiflora), Korean pine (Pinus koraiensis), cedar (Cryptomeria japonica), and cypress (Chamaecyparis obtusa), using near-infrared (NIR) spectra. Fifty lumber samples were collected for each species. After air-drying the lumber, the NIR spectra (wavelength = 780-2500 nm) were acquired on the wide face of the lumber samples. Soft independent modeling of class analogy (SIMCA) was performed to classify the five species using their NIR spectra. Three types of spectra (raw, standard normal variated, and Savitzky-Golay $2^{nd}$ derivative) were used to compare the classification reliability of the SIMCA models. The SIMCA model based on Savitzky-Golay $2^{nd}$ derivatives preprocessing was determined as the best classification model in this study. The accuracy, minimum precision, and minimum recall of the best model (PCA models using Savitzky-Golay $2^{nd}$ derivative preprocessed spectra) were evaluated as 73.00%, 98.54% (Korean pine), and 67.50% (Korean pine), respectively.

• The Korean Journal of Ecology
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• 제9권1호
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• pp.79-90
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• 1986

The production and decomposition of litters and nutrient cycling of forests were studied at the pine forests such as Pinus densiflora, Pinus koraiensis, Pinus rigida, Pinus thunbergii, Abies holophylla and Larix kaempfer. The annual litter production of the P. densiflora forest was the most on Mt. Mudeung which was 620.75g/$m^2$ and the least on Mt. Halla which was 155.00g/$m^2$. The decay rate of litters was the highest at the P. densiflora forest on Mt. Mudeung which was k=0.256 and the lowest at the P. densiflora forest on Mt. Halla and A. holophylla on Mt. Jiri which were k=0.099. The half time of decomposition of litters was shortest at the P. densiflora forest on Mt. Mudeung and the longest at the P. densiflora on Mt. Halla and A. holophylla forests on Mt. Jiri. The average decay rate of the L. kaempferi forests which was k=0.204 was the highest and that of the A. holophylla forests which was k=0.122 was the lowest. The decay rate tended to decrease against increasing the altitude. The annual production of litterr, the contents of mineral nutrients and the amounts of mineral nutrients inputted into the forest soil tended to increase in proportion to the decay rate, k.

• 한국산림과학회지
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• 제89권1호
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• pp.41-48
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• 2000

1992년 10월부터 1995년 11월까지 38개월 동안 경기도 광릉 시험림에서 낙엽활엽수(졸참나무, 서어나무, 까치박달 혼합)와 3종의 침엽수 낙엽의 분해율과 분해과정에 따른 영양염류 함량의 변화를 조사하였다. 38개월이 지난 후 혼합 활엽수, 잣나무, 리기다소나무 그리고 전나무 낙엽의 잔존률은 각각 16.2%, 29.8%, 33.5%, 53.9%로 활엽수, 소나무속(屬) 그리고 전나무 순으로 분해율이 감소하였으며, k는 각각 0.61, 0.40, 0.37, $0.21yr^{-1}$이었다. 전나무 낙엽의 초기 질소함량은 6.5mg/g으로 다른 종류의 낙엽에 비해 1/2 수준이었으며, 전나무 낙엽의 분해율이 낮은 것은 그것의 질소함량이 낮기 때문인 것으로 판단된다. 38개월이 경과된 낙엽에서 질소의 잔존률은 활엽수 낙엽에서 29%인데 비해 전나무 낙엽은 107.8%이었다. 인의 잔존률은 활엽수 낙엽에서 53.4%이었는데 비해 침엽수 낙엽은 모두 초기 값 이상이었다. 양이온의 잔존률은 38개월 경과된 낙엽에서 모두 초기 값 이하이었다. 분해과정에 따른 영양염류 함량의 변화 및 잔존량은 낙엽과 영양염류의 종류에 따라 차이가 있었다.

• 한국산림과학회지
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• 제94권5호통권162호
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• pp.321-329
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• 2005

Based on the data representing four typical Korean pine forest types, the age structure, DBH distribution, species composition, and forking rule were systemically analyzed for old-growth Korean pine forest in Liangshui Nature Reserve, northeast China. The age structure of Korean pine trees was strongly uneven-aged with one dominated peak following normal distribution, and age of trees varied from 100 to 180 years within a stand. The DBH and height differences in same age class (20 years) varied from 28 cm~64 cm and 5 to 20 m, respectively. Many conifer and hard wood species, such as spruce, fir, costata birch, basswood, oak, and elm, were mixed with dominated trees of Korean pine. The canopy of the old-growth Korean pine forest can be divided into two layers, and differences of mean age and height between Layer I and Layer II were ranged 80~150 years and 7~13 m, respectively. The Weibull function was used to model the diameter distribution and performed well to describe size-class distribution either with a single peak in over-story canopy and inverse J-shape in under-story canopy for old-growth Korean pine stands. The forking height of Korean pine trees ranged from 16m to 24 m (mean 19.4 m) and tree age about 120 to 160 years old. The results will provide a scientific basis to protect and recover the ecosystem of natural old-growth Korean pine and also provide the model in management of Korean pine plantation.

• 한국환경복원기술학회지
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• 제18권2호
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• pp.79-88
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• 2015

Preparations need to be made for Korean pine(Pinus koraiensis) in anticipation of climate change because Korean pine is an endemic species of South Korea and the source of timber and pine nut. Therefore, climate change adaptation policy has been established to conduct an impact assessment on the distribution of Korean pine. Our objective was to predict the distribution of Korean pine while taking into account uncertainty and afforestation conditions. We used the 5th forest types map, a forest site map and BIOCLIM variables. The climate scenarios are RCP 4.5 and RCP 8.5 for uncertainty and the climate models are 5 regional climate models (HadGEM3RA, RegCM4, SNURCM, GRIMs, WRF). The base period for this study is 1971 to 2000. The target periods are the mid-21st century (2021-2050) and the end of the 21st century (2071-2100). This study used the MaxEnt model, and 50% of the presences were randomly set as training data. The remaining 50% were used as test data, and 10 cross-validated replicates were run. The selected variables were the annual mean temperature (Bio1), the precipitation of the wettest month (Bio13) and the precipitation of the driest month (Bio14). The test data's ROC curve of Korean pine was 0.689. The distribution of Korean pine in the mid-21st century decreased from 11.9% to 37.8% on RCP 4.5 and RCP 8.5. The area of Korean pine at an artificial plantation occupied from 32.1% to 45.4% on both RCPs. The areas at the end of the 21st century declined by 53.9% on RCP 4.5 and by 86.0% on RCP 8.5. The area of Korean pine at an artificial plantation occupied 23.8% on RCP 4.5 and 7.2% on RCP 8.5. Private forests showed more of a decrease than national forests for all subsequent periods. Our results may contribute to the establishment of climate change adaptation policies for considering various adaptation options.