• 한국농림기상학회:학술대회논문집
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• 한국농림기상학회 2015년도 하계 학술발표논문집
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• pp.18-28
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• 2015

Apple is cultivated under various climatic conditions in many parts of the world. Better understanding of how climate, genotype, soil, and management factors interact to determine crop productivity will improve our ability to optimize crop selection, management strategies, and resource use efficiencies. We developed and applied a physiology-based apple canopy model to evaluate how climatic factors and crop phenotypes interact to determine biomass accumulation, radiation use efficiency (RUE), and water use efficiency (WUE) at multiple production sites between western and eastern states of the US including WA, CA, NY, WV, and PA. Our results indicate that solar radiation is a dominant factor limiting biomass production in the eastern states while VPD is the primary factor governing crop water use across eastern and western states during the peak growing season. Crop RUE and WUE were strongly correlated in the western states but not in the eastern states while VPD showed highly negative correlation with both RUE and WUE across all locations. The RUE improved with increasing fraction of diffuse radiation ($f_{df}$) and the $RUE-f_{df}$ relationships revealed distinctive responses between western and eastern states. Overall, the eastern locations exhibited slightly higher RUE and WUE than the western locations. However, overall productivity and total water use were greater in the western states. A clear decline of productivity with increasing temperature and afternoon VPD past an optimum was predicted in the western locations but this pattern was less clear in the eastern locations. We also discuss potential phenotypes with specific physiological and morphological traits that are differentially suitable for western and eastern locations. Our results provide plausible, spatially explicit explanations and insights to disentangle the complex relationships between crop productivity, resource use efficiencies, phenotype, and climate drivers in apple grown in the US.

• 한국산림과학회지
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• 제100권3호
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• pp.494-503
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• 2011

본 연구는 백두대간보호지역에 IUCN 보호지역 관리 카테고리 시스템을 시범적으로 적용하여, 백두대간보호지역 내 중복지정된 다양한 보호지역을 IUCN 관리 카테고리로 재분류하고자 수행되었다. 카테고리 적용을 위한 분류키를 개발하고 각 보호지역의 지정 목적에 근거하여 적합한 IUCN 카테고리로 분류하였다. 국립공원을 포함한 산림보호지역 관리자와 관련 전문가를 대상으로 의견을 수렴한 결과, 현재 카테고리 IV로 일괄 분류된 백두대간보호지역을 개별 보호지역의 지정목적을 살리는 방향으로 분류하는 것이 더 타당함이 제시되었다. 예컨대 원시림 유형으로 지정된 산림유전자원보호구역을 카테고리 Ia로 하고 나머지 유형은 IV로, 과거 보안림 중 경관보호구역으로 명칭이 변경된 곳은 V로 분류하고 나머지는 VI으로 분류하는 등의 방안이 제시되었다. 향후 세계보호지역데이터베이스(WDPA)에 백두대간보호지역 카테고리 재조정 등록과 더불어 국가적 차원에서 산림보호지역의 관리효과성 평가와 IUCN 카테고리별 분류 및 WDPA에 등록이 이루어져야 할 필요성을 제안하였다.

• Current Research on Agriculture and Life Sciences
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• 제20권
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• pp.77-82
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• 2002

This study was carried out in order to produce useful material for the forest multiple use and forest protection by physico-chemical soil analysis of studied area in Sokwang-ri Forest Genetic Resource Protection Forest which was divided into in standard plots include Tricholoma matsutake and Sarcodon aspratus production forest. The result of physico-chemical soil analysis represented as following. The soil type of T. matsutake production forest was Dry brown forest soil(B1), while on the other hand the soil type of S. aspratus production forest was Moderately moist brown forest soil(B3). Between T. matsutake and S. aspratus production forest did not result in significant changes in soil pH(5.22-5.60) and soil depth(47cm), but available phosphorus, carbon, and nitrogen contents were different results. CN ratio of the fairy ring of T. matsutake was quite lower than that in S. aspratus production forests, which indicated that T. matsutake production forest was built up in the relatively immature soils which contain little organic matter. Generally, it was predicted that Pinus densiflora for. erecta forest succeeded to deciduous tree forest in stable soil environments. To conserve these T. matsutake and S. aspratus production forest, the contents of available phosphorous and exchangeable cation should be increased by continuous soil environment management and it should be established the secondary growth forests of old aged Pinus densiflora for. erecta trees as soon as possible.

• 한국산림과학회지
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• 제77권4호
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• pp.389-400
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• 1988

삼림경영계획(森林經營計劃) 모델들의 발전과정을 연대순으로 살펴 볼 때 독립적인 기능별계획(機能別計劃) 모델에서 종합적(綜合的)인 다목적이용계획(多目的利用計劃) 모델로 발전돼 가고 있으며 모델의 수학적구조(數學的構造)도 Model I 이나 Model II의 어느 한 쪽을 사용하는 단일구조(單一構造)에서 두 Model을 겸용하는 복수구조(複數構造)로 변해가고 있다. Model I과 Model II의 일반적 특성(特性), 계획상(計劃上) 차이(差異), 분석상(分析上)의 차이(差異)는 L.P.모델을 통하여 잘 설명할 수 있다. 여기에서는 공통적(共通的)인 계획자료(計劃資料)를 사용하여 L.P.문제를 수식화(數式化)해 가면서 그들의 차이점(差異點)을 비교 검토하고 Model II가 삼림(森林)의 변화(變化)를 표현하는데 있어서나 문제를 분석하는데 있어서 Model I 보다 더 간편하다는 사실을 재확인했다.

• Educational Technology International
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• 제15권2호
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• pp.71-88
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• 2014

A variety of studies to predict students' performance have been conducted since educational data such as web-log files traced from Learning Management System (LMS) are increasingly used to analyze students' learning behaviors. However, it is still challenging to predict students' learning achievement in blended learning environment where online and offline learning are combined. In higher education, diverse cases of blended learning can be formed from simple use of LMS for administrative purposes to full usages of functions in LMS for online distance learning class. As a result, a generalized model to predict students' academic success does not fulfill diverse cases of blended learning. This study compares two blended learning classes with each prediction model. The first blended class which involves online discussion-based learning revealed a linear regression model, which explained 70% of the variance in total score through six variables including total log-in time, log-in frequencies, log-in regularities, visits on boards, visits on repositories, and the number of postings. However, the second case, a lecture-based class providing regular basis online lecture notes in Moodle show weaker results from the same linear regression model mainly due to non-linearity of variables. To investigate the non-linear relations between online activities and total score, RF (Random Forest) was utilized. The results indicate that there are different set of important variables for the two distinctive types of blended learning cases. Results suggest that the prediction models and data-mining technique should be based on the considerations of diverse pedagogical characteristics of blended learning classes.

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2022년도 학술발표회
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• pp.156-156
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• 2022

Explicitly spatially distributed and reliable data on industrial water demand is very much important for both policy makers and researchers in order to carry a region-specific analysis of water resources management. However, such type of data remains scarce particularly in underdeveloped and developing countries. Current research is limited in using different spatially available socio-economic, climate data and geographical data from different sources in accordance to predict industrial water demand at finer resolution. This study proposes a random forest regression (RFR) model to predict the industrial water demand at 0.50× 0.50 spatial resolution by combining various features extracted from multiple data sources. The dataset used here include National Polar-orbiting Partnership (NPP)/Visible Infrared Imaging Radiometer Suite (VIIRS) night-time light (NTL), Global Power Plant database, AQUASTAT country-wise industrial water use data, Elevation data, Gross Domestic Product (GDP), Road density, Crop land, Population, Precipitation, Temperature, and Aridity. Compared with traditional regression algorithms, RF shows the advantages of high prediction accuracy, not requiring assumptions of a prior probability distribution, and the capacity to analyses variable importance. The final RF model was fitted using the parameter settings of ntree = 300 and mtry = 2. As a result, determinate coefficients value of 0.547 is achieved. The variable importance of the independent variables e.g. night light data, elevation data, GDP and population data used in the training purpose of RF model plays the major role in predicting the industrial water demand.

• 한국환경복원기술학회지
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• 제26권6호
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• pp.51-65
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• 2023

The Jeongmaeks are Korea's unique forest space recognition system that diverged from the Baekdudaegan. The Jeongmaeks are easily exposed to pressure because it is adjacent to the living area. Among them, Nakdong-Jeongmaek has high biodiversity, but damage is accelerating. According to the Convention on Biological Diversity (CBD) in 2022, the target is to expand the area of terrestrial and marine protected areas to 30% of national territory by 2030. As of September 2023, the area of terrestrial protected areas in South Korea is only 16.97% of the country's territory. This is due in part to the high proportion of private forests in the region, which makes it difficult to establish protected areas. Therefore, there is a need to establish Other Effective Area-based Conservation Measure (OECMs), which pursue complex and effective conservation that considers multiple values, as an alternative to protected areas. This study aims to identify areas suitable for OECM and to provide opinions on the establishment of appropriate management plans for each value using SOM and InVEST Habitat Quality model. This study evaluated the habitat quality of 206 villages located within 1km of the Nakdong-Jeongmaek and compared the characteristics of villages classified by SOM. As a result, the habitat quality was 0.867 for Tourism village (ClusterIV), 0.838 for Conservation village (ClusterVI), 0.835 for Mixed village (ClusterI), 0.796 for Production (ClusterV), 0.731 for Rural village (ClusterIII) and 0.625 for Urban village (ClusterII). When the distribution was identified through statistical analysis, the Kruskal-Wallis test showed that the distributions were not identical, with a p-value of 1.53e-08. Dunn's test showed a difference between Tourism, Conservation and Rural, Urban village. However, Mixed village was overestimated due to the lack of villages and the small area included in the study area. Moreover, Conservation village was somewhat under-evaluated in the analysis due to the use of a single weight for protected areas. It is necessary to perform additional reinforcement of the value evaluation of Jeongmaeks by conducting Forest Resource Survey and the National Natural Environment Survey. Therefore, we believe that sufficient validity for the establishment of OECMs in the Nakdong-Jeongmaek can be provided by addressing these limitations and conducting additional research.

• 한국조경학회지
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• 제23권3호
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• pp.167-176
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• 1995

The purpose of this study is to suggest objective basic data for park management proposal through the quantitative analysis of users' behaviors and satisfaction for the actual conditions of management in Moaksan provincial park. For this, users' behaviors and socio-ecnomic characteristics have been analyzed. Specifically, it attempts to investigate users' anticipation and degree of satisfaction applied Expectancy Theory by Likert scale. And users' satisfaction for the actual conditions of management had been analyzed by using the multiple regression. Results of this study can be summarized as follows ; From the aspect of utilization reality, the male usage was silighty higher than female usage, and the usage rate reality, the male usage was slighty higher than female usage, and the usage rate among the young and students such as university students also appeared slightly higher than the norm. Due to the fact, subject park had been provincial park, bus usage was predominant, and users' visit park 1 or 2 times a year. Generally, the value of users' post occupancy evaluation were higher than those of anticipated, and Use in night and facilities were lower. A sense of the season, dense of forest, beauty of skyline and a perspective view appeared as main explicatory variables having positive effects on the satisfaction level for the landscape. Amount of plant and shade were positive variables on the satisfaction and users' had dissatisfaction with trial damage. According to the multiple regression analysis, the major variables to the satisfaction for the actual condition of vegetation management were diversity, recovery of artificial injury.

• 지적과 국토정보
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• 제53권2호
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• pp.19-37
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• 2023

본 연구는 경기 광주의 임야 총 2,129건의 거래사례를 바탕으로 현실화율의 영향요인을 규명하였다. 다중회귀분석을 통해 나타난 본 연구의 주요 연구결과는 다음과 같다. 첫째, 본 연구는 지역특성이 임야가격의 현실화율에 유의적인 상이한 영향을 미친다는 것을 보여주고 있다. 구체적으로 대상 필지의 하위 행정구역상 위치, 택지지역 면적비율에 따라 현실화율에 유의적인 차이가 존재했으며, 진행 중인 개발사업 수가 많을수록 공시지가가 거래가격에 근접한 수준으로 형성될 가능성이 높게 나타났다. 둘째, 본 연구는 관내·외 중심지 인접성, 교통접근성 등의 입지특성이 현실화율 결정에 유의적인 영향을 미치는 것으로 분석되었다. 셋째, 본 연구는 임야의 이용규제특성으로 용도지역상 관리지역, 보전산지, 자연보전권역, 개발제한구역 등의 법적·제도적 이용규제나 행위제한에 따라 현실화율에 유의적인 차이가 존재한다는 것을 확인하였다. 넷째, 본 연구는 임야의 개별적 요인인 토지특성이 현실화율에 유의적인 영향요인으로 나타났다.

• 한국산림과학회지
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• 제83권2호
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• pp.191-204
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• 1994

삼림의 급격한 황폐화의 원인은 지구 환경의 악화와 무분별한 목재 자원의 남벌에 있다. 이러한 대규모의 삼림자원의 파괴에 의해 사라져가는 삼림 면적의 크기도 중요하지만 그에 못지 않게 그 안에 들어있는 식물종이 감소되어 가고 멸종되어 가는 것이 더욱 큰 문제가 된다. 이러한 종의 감소나 멸종이 가시적인 것이라고 한다면 종내의 유전변이의 감소는 눈에 보이지는 않지만 진화과정에 있어서 종을 유지하는데 필수적인 유전자 변이 폭이 좁아지기 때문에 매우 심각한 문제가 된다. 재배작물에 있어서 유전자 보존은 육종을 위한 측면에서 중요한 연구분야로 인식되어 왔다. 그러나 야생종인 삼림의 경우에는 현재 인간이 육종에 필요한 최소한의 개체만 유지 보존함으로써 유전변이가 심하게 축소되어 지속적으로 생존 진화할 수 있는 기본적 유전자 변이를 잃어버리게 될 위험에 처할 수 있기 때문에 삼림의 유전자보존이 절대적으로 필요한 것이다. 현재의 삼림 유전자 보존 정책은 현지보존, 현지외 보존, 시설내 보존으로 나누어 수행하고 있는데 아직도 그 방법이 확정되어 있지 않아서 많은 시행착오를 거듭하고 있다. 특히 광범위하게 분포되어 있는 같은 종의 삼림내 임목들간의 유전자변이를 조사 분석할 적당한 방법이 없으며 (동위효소변이에 많은 것을 의존하고 있으나 동위효소변이만으로 충분하지 못하다), 현지보존의 경우에도 얼마나 큰 집단을 또 어떤 행태로 보존해야 하는가에 대한 집단유전학적 이론 정립이 완전하지 못하다. 또한 현지외 보존의 경우 현지보존림의 유전변이를 빠짐없이 포함되도록 조성해야 할 구체적인 방법을 알지 못하고 있는 실정에 있다. 시설내 보존의 경우 종자 보관이나 화분 보관과 같은 기술적인 것은 재배작물의 방법을 적용하면 되지만 어떤 집단의 종자나 화분을 채집 보관해야 하는지에 대한 집단유전학적 근거가 아직 확실히 마련되고 있지 않다. 시설내 보존인 경우 기왕에 육종에 의해 선발된 개체를 유전자형(개체) 상태로 보존함으로써 부가가치를 높일 수 있을 것이며, 이러한 연구는 새롭게 개발되고 있는 조직배양 및 유전공학적 기법을 이용하므로써 발전할 수 있는 여지가 많은 연구 분야이다. 현지보존의 경우 유전자 보존만의 목적으로 조성된 삼림뿐만 아니라 다른 목적으로 보호 받고 있는 많은 삼림, 예를 들면 국립, 도립공원, 보안림, 노거수 등에 대한 적절한 생태유전학적인 연구를 통하여 유전자원으로 이용할 수 있는 방법이 강구되어야 하며, 현지외 보존의 경우에도 유전자원 보존림의 조성 뿐만 아니라 임목육종과정에서 기 조성되어 있는 채종원, 산지시험림, 차대검정림, 클론보존원 등에 대해서도 적절한 유전학적 연구 조사를 수행함으로써 현지외 유전자 보존림으로 이용할 수 있게 될 것이다.