• 임산에너지
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• 제23권2호
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• pp.1-8
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• 2004

본 연구는 강원도 홍천군 운두령 일대에 설치된 잣나무 등 6개소 생장고정조사구를 대상으로 생장변화를 구명하고, 탄소저장량 및 흡수량을 산정하여 운두령 산림관리에 기초적인 자료를 제공하고자 하였다. 임분생장변화는 유령림인 잣나무와 낙엽송 임분에서 연년수고생장과 흉고직경생장이 점진적으로 진행되었으며, 그 외 임분은 이들보다는 생장율이 낮은 것으로 나타났다. 직경급 분포 및 직경변화 예측에 있어서 신갈나무와 혼효림에서의 직경급분포는 현재와 유사할 것으로 예측되며, 잣나무와 낙엽송 등은 유령림인 관계로 비대생장 속도가 빨라 대다수의 현재 직경급이 상위경급으로 이동할 것이 예측되었다. 2003년도말 현재 운두령 모델림내의 총탄소량은 전년에 비해 $2.7\%$인 149,000탄소톤 증가하였으며, 임상별로 보면 활엽수가 $50\%$, 흔효림 $34\%$, 침엽수림 $16\%$ 순이었다. 2003년도 한 해 동안 산림의 생장에 의해 흡수${\cdot}$저장한 총탄소량은 156,813탄소톤이며, 순탄소흡수량은 148,664탄소톤으로 전년 대비 2.613탄소톤$(1.8\%)$이 증가하였다. 임상별로는 침엽수림$(3.3\%)$, 흔효림$(3.1\%)$, 활엽수림$(2.8\%)$ 순으로 나타났다. 결과적으로 운두령모델림은 온실가스 측면에서 볼 때 순흡수원으로 작용하고 있으며, 그 순흡수량도 최근 조금씩 늘어나고 있는 경향을 보이고 있다.

• Journal of Ecology and Environment
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• 제43권2호
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• pp.226-245
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• 2019

To understand the dynamics of radial growth of trees and micro-climate at a site of Korean fir (Abies koreana Wilson) forest on high-altitude area of Mt. Hallasan National Park, Jeju Island, Korea, high precision dendrometers were installed on the stems of Korean fir trees, and the sensors for measuring micro-climate of the forest at 10 minutes interval were also installed at the forest. Data from the sensors were sent to nodes, collected to a gateway wireless, and transmitted to a data server using mobile phone communication system. By analyzing the radial growth data for the trees during the growing season in 2016, we can estimate that the radial growth of Korean fir trees initiated in late April to early May and ceased in late August to early September, which indicates that period for the radial growth was about 4 months in 2016. It is interesting to observe that the daily ambient temperature and the daily soil temperature at the depth of 20 cm coincided with the values of about 10 ℃ when the radial growth of the trees initiated in 2016. When the radial growth ceased, the values of the ambient temperature went down below about 15 ℃ and 16 ℃, respectively. While the ambient temperature and the soil temperature are evaluated to be the good indicators for the initiation and the cessation of radial growth, it becomes clear that radii of tree stems showed diurnal growth patterns affected by diurnal change of ambient temperature. In addition, the wetting and drying of the surface of the tree stems affected by precipitation became the additional factors that affect the expansion and shrinkage of the tree stems at the forest site. While it is interesting to note that the interrelationships among the micro-climatic factors at the forest site were well explained through this study, it should be recognized that the precision monitoring made possible with the application of high resolution sensors in the measurement of the radial increment combined with the observation of 10 minutes interval with aids of information and communication technology in the ecosystem observation.

• 임산에너지
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• 제25권2호
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• pp.42-48
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• 2006

본 연구는 강원도 홍천군 운두령 일대에 설치된 잣나무 등 5개소 생장고정조사구를 대상으로 생장변화를 구명하고, 탄소저장량 및 흡수량을 산정하여 운두령 산림관리에 기초적인 자료를 제공하고자 하였다. 임분생장변화는 유령림인 잣나무, 낙엽송, 소나무 임분에서 연년수고생장과 흉고직경생장이 점진적으로 진행되었으며, 그 외 임분은 이들보다는 생장율이 낮은 것으로 나타났다. 직경급 분포 및 직경변화 예측에 있어서는 신갈나무와 자작나무 임분의 직경급분포는 현재와 유사할 것으로 예측되며, 다른 수종은 상위 직경급으로의 변화가 많을 것으로 예측되었다. 2005년 말 현재 운두령 모델림 내 총탄소량은 5,974천 탄소톤이고, 2005년도 한 해 동안 산림의 생장에 따른 총탄소량은 166,174 탄소톤이며, 순탄소흡수량은 155,481탄소톤으로 전년 대비 2,736탄소톤(1.8%)이 증가하였다. 결과적으로 운두령모델림은 온실가스 측면에서 볼 때 순흡수원으로 작용하고 있으며, 그 순흡수량도 최근 조금씩 늘어나고 있는 경향을 보이고 있다.

• Journal of Forest and Environmental Science
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• 제39권4호
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• pp.195-202
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• 2023

In this study, we sought to compare and evaluate the accuracy and predictive performance of machine learning algorithms for estimating the growth of individual Larix kaempferi trees in Gangwon Province, Korea. We employed linear regression, random forest, XGBoost, and LightGBM algorithms to predict tree growth using monitoring data organized based on different thinning intensities. Furthermore, we compared and evaluated the goodness-of-fit of these models using metrics such as the coefficient of determination (R²), mean absolute error (MAE), and root mean square error (RMSE). The results revealed that XGBoost provided the highest goodness-of-fit, with an R² value of 0.62 across all thinning intensities, while also yielding the lowest values for MAE and RMSE, thereby indicating the best model fit. When predicting the growth volume of individual trees after 3 years using the XGBoost model, the agreement was exceptionally high, reaching approximately 97% for all stand sites in accordance with the different thinning intensities. Notably, in non-thinned plots, the predicted volumes were approximately 2.1 m³ lower than the actual volumes; however, the agreement remained highly accurate at approximately 99.5%. These findings will contribute to the development of growth prediction models for individual trees using machine learning algorithms.

• 한국농림기상학회:학술대회논문집
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• 한국농림기상학회 2016년도 추계 학술발표논문집
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• pp.75-81
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• 2016

• 한국환경복원기술학회지
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• 제19권1호
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• pp.13-23
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• 2016

This study was conducted to investigate the growth characteristics of warm-season turfgrasses and to find out suitable turfgrass species on Saemangeum reclaimed land. Twenty native zoysiagrass(Zoysia sinica, Z. matrella, Z. japonica, Medium-leaf type zoysiagrass(hybrid zoysiagrass)) and bermudagrass(Cynodon dactylon) collected from Korea were used in this study. Total stolon length and the number of stolon per square meter, relative growth rate of shoot and stolon, and coverage rate were analyzed for 2 year. C. dactylon showed not only the most growth response with high relative growth rate of shoot and stolon, which were 19.9% and 66.3%, but also resulted in higher level of turf visual quality compared to others. Whereas Z. japonica showed the least growth response with low relative growth rate of shoot and stolon, which were 2.4% and 0.7%. Although all warm-season turfgrasses took root and grew up well, there were different growth rates between the interspecies. Z. sinica 'Z2034', Z. matrella 'Z4091', Z. japonica 'Z1064', Medium-leaf type zoysiagrass 'ZN6019' and C. dactylon 'BN7014' were the greatest growth rate of shoot and stolon. These results will be useful for selecting salt tolerant breeding lines and also used to develop a turfgrass cultivar with strong salinity tolerance through continuous monitoring.

• 농촌계획
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• 제25권3호
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• pp.129-139
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• 2019

The purpose of this study is to monitor the long-term vegetation change of the village complementary forest after restoration. Based on the monitoring in 2010, six years after the restoration project in 2004, the monitoring of the complementary forest in Dubang village in 2019 after 9 years was conducted. This study identifies the change of species diversity and structure, growth, vegetation coverage, structural quality etc. and succession through long-term monitoring. For this, field survey was conducted in 2003 and 2010, 2019. The results demonstrate significant increase of species diversity and multi-layer structure and progress of natural succession. Overall, Part I is considered to be a quasi-natural complementary village forest, which has a natural balance between natural vegetation that have remained in nature for a long time and anthropogenic vegetation, revealing the coexistence of nature and humanity. It means ecological structure and function have improved. Part II should be restored to the lost part and adaptive management rather than excessive management should be carried out to leave natural succession.

• 한국자원식물학회지
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• 제33권6호
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• pp.651-658
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• 2020

The aim of this study was to investigate the comparative growth characteristics and ginenoside contents of wild-simulated ginseng on different years (7 and 13-year-old) by monitoring soil properties of cultivation regions. Plant and soil samples were collected from 6 different cultivation regions. Soil organic matter (OM), total nitrogen (TN) and cation exchangeable capacity (CEC) were significantly higher in 13-year-old wild-simulated ginseng cultivation regions compared to 7-year-old wild-simulated ginseng cultivation regions. Growth characteristics of wild-simulated ginseng had shown significantly higher in 13-year-old wild-simulated ginseng compared to 7-year-old wild-simulated ginseng. Ginsenoside G-Rb1, Rb2, Rc, Rd, Re, Rf, Rg1 were significantly higher in 13-year-old wild-simulated ginseng than 7-year-old wild-simulated ginseng. According to the results of correlation analysis, soil OM, TN and CEC of the cultivated regions were positively correlated with the growth of wild-simulated ginseng. In addition, the root length of wild-simulated ginseng showed positive correlation with ginsenoside content. Hence, this study was able to investigate the correlation between growth and ginsenoside content of wild-simulated ginseng based on soil characteristics of the cultivation regions.

• 한국환경생태학회지
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• 제29권2호
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• pp.279-291
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• 2015

This study analyzed the growth characteristics of multi-layer planted trees through their growth analysis and attempted to present a management strategy. The subject of research is the Citizen's Forest Area of Seoul Forest Park located in Seoul City. Field surveys were conducted three times over eight years from 2005 when the Seoul Forest Park was created through 2013. Labels were attached to all trees in the target area, and their species, height and DBH were investigated. To identify the growth differences by trees in each area, a detailed tree location map was drawn up for use in the analysis. To check soil health, soil organic matter, soil pH and soil microbial activities were analyzed. It turned out that the growth of the multi-layer planted trees in the target area of research was higher than that of the trees in existing urban parks, and that it was similar to that of trees in natural forests. Through a field survey in the area with a remarkably low growth, high-density planting problem, soil was found to have excess-moisture and there was the problem of Pueraria lobata covering. As a result of the analysis of the soil, it was found that its organic content in the soil was lower; soil pH was higher; and microbial activities in the soil were lower when compared to that of natural forests.

• 한국농림기상학회지
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• 제23권4호
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• pp.198-221
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• 2021

1960-70년대 대규모 산림녹화 이후에 한국의 산림은 점차 노령화되고 있다. 노령림의 순 CO₂ 교환은 이론적으로 중립에 가깝지만, 교란이나 관리에 의해 CO₂ 흡원 또는 발원이 될 수 있다. 본 연구는 한국의 광릉 낙엽활엽수 노령림(GDK)의 CO₂ 수지 역학을 이해함으로써, 다음 두 가지 질문에 답하고자 하였다: (1) 보전되고 있는 GDK는 과연 이론적으로 알려져 있는 CO₂ 중립인가? (2) 관측된 CO₂ 수지의 경년 변동이 문헌에 보고된 조절 인자들과의 선형적인 인과관계로 설명이 가능한가? 이에 답하기 위해, 본 연구는 KoFlux GDK 관측지에서 에디 공분산 기술로 2006년부터 2020년까지 15년 동안 관측된 CO₂ 플럭스 자료와 생기상학적 자료를 분석하였다. 연구 결과, (1) GDK는 15년 자료를 평균해서 보면 약한 CO₂ 발원이며, 관측기간 동안 흡원과 발원 사이를 오갔으나 최근 5년 동안 CO₂ 발원으로서의 강도가 증가하고 있다. (2) 전천일사, 생장기간, 엽면적지수의 경년 변동은 총 일차생산량(Gross Primary Production, GPP)의 경년변동과 양의 상관관계(R²=0.32~0.45)가 있는 반면, 기온과 지표면 온도의 경년 변동은 생태계 호흡(Ecosystem Respiration, RE)의 경년 변동과 유의한 상관관계가 없었다. 또한, 관측기간 초반(첫 10년)의 CO₂ 플럭스와 기상요인 및 생물학적 요인으로 학습시킨 기계학습은 관측기간 후반(최근 5년)의 GPP와 RE의 경년 변동을 제대로 모사해내지 못했다. 단, 고사목에서 배출된 탄소 추정량이 CO₂ 발원으로의 전환에 일부 기여했을 것으로 추정된다. GDK의 장기 CO₂ 수지 역학에 대해 올바로 이해하고 해석하기 위해서는, 분석과 모델링을 위한 복잡계과학 기반의 새로운 프레임워크가 필요하다. 더불어, 플럭스 모니터링 및 자료 품질 유지와 함께 고사목과 교란을 지속적으로 모니터링하는 것이 중요함을 다시 한 번 확인하였다.