• Title/Summary/Keyword: 생장예측모델

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Global Warming Effects on the Cambial Growth of Larix leptolepis in Central Korea : Predictions from Simulation Modeling (지구온난화에 따른 중부 한국 낙엽송의 형성층 생장 예측: 시뮬레이션 모델링)

  • Won-Kyu Park;Eugene Vaganov;Maria Arbatskaya;Jeong-Wook Seo;Je-Su Kim
    • The Korean Journal of Quaternary Research
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    • v.14 no.1
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    • pp.57-63
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    • 2000
  • A simulation model was used to examine the effects of climate variation on the tree-ring structure of Larix leptolepis trees growing at a plantation plot in Worak National Park in central Korea. The model uses mathematical equations to simulate processes affecting cell(tracheid) size variations for individual rings using daily precipitation and temperature measurements. Limiting conditions are estimated from temperature, day length and a calculated water balance. The results indicate that the seasonal growth is mostly limited by the soil moisture content and precipitation income during April and May. The April-May temperature also inversely influences the growth by increasing water losses from soil. The global climate-change scenario which includes regional warming(increasing temperature in spring-summer periods) appears to decrease the duration of optimal growths. Consequently, the model estimated that Larix leptolepis would lose the total production of xylem by 25%.

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수학적 모델을 이용한 Listeria monocytogenes의 성장 예측

  • 문성양;박진화;김태규;이상수;배승권;박욱연;신일식
    • Proceedings of the Korean Society of Fisheries Technology Conference
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    • 2001.10a
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    • pp.123-124
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    • 2001
  • 식품 위생과 관련하여 그 안정성 확보를 위한 새로운 기술로서 수학적 모델을 이용하여 미생물의 생장 변화를 예측하는 예측미생물학분야의 중요성이 최근 크게 대두되고 있다. 수학적 모델은 정성적 분석 결과 및 경험치의 의존도가 높은 HACCP시스템의 단점을 보완함과 동시에 병원미생물의 정량적 위험도 평가를 위한 저비용의 유효수단으로 높이 인정되고 있다. (중략)

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게맛살로부터 분리한 부패 미생물에 대한 예측 성장 모델의 개발

  • 문성양;조선희;홍성수;신일식
    • Proceedings of the Korean Society of Fisheries Technology Conference
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    • 2003.05a
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    • pp.95-96
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    • 2003
  • 식품 위생과 관련하여 그 안전성 확보를 위한 새로운 기술로서 수학적 모델을 이용하여 미생물의 생장 변화를 예측하는 예측미생물학 분야의 중요성이 최근 크게 대두되고 있으며, 이러한 예측미생물학은 정성적 분석 결과 및 경험치의 의존도가 높은 HACCP 시스템의 단점을 보완함과 동시에 병원미생물의 정량적 위험도 평가를 위한 저비용의 유효수단으로 높이 인정되고 있다. (중략)

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Development of Prediction Growth and Yield Models by Growing Degree Days in Hot Pepper (생육도일온도에 따른 고추의 생육 및 수량 예측 모델 개발)

  • Kim, Sung Kyeom;Lee, Jin Hyoung;Lee, Hee Ju;Lee, Sang Gyu;Mun, Boheum;An, Sewoong;Lee, Hee Su
    • Journal of Bio-Environment Control
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    • v.27 no.4
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    • pp.424-430
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    • 2018
  • This study was carried out to estimate growth characteristics of hot pepper and to develop predicted models for the production yield based on the growth parameters and climatic elements. Sigmoid regressions for the prediction of growth parameters in terms of fresh and dry weight, plant height, and leaf area were designed with growing degree days (GDD). The biomass and leaf expansion of hot pepper plants were rapidly increased when 1,000 and 941 GDD. The relative growth rate (RGR) of hot pepper based on dry weight was formulated by Gaussian's equation RGR $(dry\;weight)=0.0562+0.0004{\times}DAT-0.00000557{\times}DAT^2$ and the yields of fresh and dry hot pepper at the 112 days after transplanting were estimated 1,387 and 291 kg/10a, respectively. Results indicated that the growth and yield of hot pepper were predicted by potential growth model under plastic tunnel cultivation. Thus, those models need to calibration and validation to estimate the efficacy of prediction yield in hot pepper using supplement a predicting model, which was based on the parameters and climatic elements.

Development of User-Friendly Modeling Software and Its Application in Processed Meat Products

  • Lee, Heeyoung;Lee, Panho;Lee, Soomin;Kim, Sejeong;Lee, Jeeyeon;Ha, Jimyeong;Choi, Yukyung;Oh, Hyemin;Yoon, Yohan
    • Journal of Food Hygiene and Safety
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    • v.33 no.3
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    • pp.157-161
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    • 2018
  • The objective of this study was to develop software to predict the kinetic behavior and the probability of foodborne bacterial growth on processed meat products. It is designed for rapid application by non-specialists in predictive microbiology. The software, named Foodborne bacteria Animal product Modeling Equipment (FAME), was developed using Javascript and HTML. FAME consists of a kinetic model and a probabilistic model, and it can be used to predict bacterial growth pattern and probability. In addition, validation and editing of model equation are available in FAME. The data used by the software were constructed with 5,400 frankfurter samples for the kinetic model and 345,600 samples for the probabilistic model using a variety of combinations including atmospheric conditions, temperature, NaCl concentrations and $NaNO_2$ concentrations. Using FAME, users can select the concentrations of NaCl and $NaNO_2$ meat products as well as storage conditions (atmosphere and temperature). The software displays bacterial growth patterns and growth probabilities, which facilitate the determination of optimal safety conditions for meat products. FAME is useful in predicting bacterial kinetic behavior and growth probability, especially for quick application, and is designed for use by non-specialists in predictive microbiology.

Correlation Analysis between Climatic Factors and Radial Growth and Growth Prediction for Pinus densiflora and Larix kaempferi in South Korea (소나무와 일본잎갈나무의 연륜생장과 기후 요소와의 상관관계 분석 및 생장예측)

  • Chung, Junmo;Kim, Hyunseop;Kim, Meesook;Chun, Yongwoo
    • Journal of Korean Society of Forest Science
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    • v.106 no.1
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    • pp.77-86
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    • 2017
  • This study was conducted to analyze the relationship among climatic factors and radial growth of Pinus densiflora and Larix kaempferi in South Korea. To determine the climate-growth relationship, cluster analysis was applied to group surveyed regions by the climatical similarity, and a dendroclimatological model was developed to predict radial growth for each climate group under the RCP 4.5 and RCP 8.5 scenarios for greenhouse gases. The cluster analysis showed four climatic clusters (Cluster 1~4) from 10 regions for P. densiflora and L. kaempferi. The dendroclimatological model was developed through climatic variables and standardized residual chronology for each climatic cluster of P. densiflora and L. kaempferi. Four climatic variables were used in the models for P. densiflora ($R^2$ values between 0.38 to 0.58). Two to five climatic variables were used in the models for L. kaempferi ($R^2$ values between 0.31 to 0.43). The growth simulations with two RCP climate-change scenarios(RCP 4.5 and RCP 8.5) were used for growth prediction. The radial growth of the Cluster 4 of P. densiflora, the mountainous region at high elevation, tend to increase, while those of cluster 2 and 3 of P. densiflora, the region of the hightest average temperature, tends to decrease. The radial growth of the Cluster 1 of L. kaempferi the region of the lowest minimum temperature, while that of Cluster 2, the region of the highest average temperature, tends to decrease. The radial growth of Cluster 3 of L. kaempferi, the region in the east coast and Cluster 4, the region at high elevation, tends to hold steady. The results of this study are expected to provide valuable information necessary for predicting changes in radial growth of Pinus densiflora and Larix kaempferi caused by climate change.

Stand Development Estimate and Carbon Stocks/Removals Assesment using Stand Growth Monitoring (생장모니터링을 통한 임분변화예측 및 탄소흡수.저장량 평가)

  • Son, Yeong-Mo;Lee, Kyeong-Hak;Kim, Rae-Hyun;Seo, Jeong-Ho
    • Journal of Korea Foresty Energy
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    • v.25 no.2
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    • pp.42-48
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    • 2006
  • This study looked into the change of tree growth of five forest growth monitoring plots which were set up at the Undulyeong Hongchungun Kangwondo, and was accomplished to provide the basic data for the forest management calculating carbon storage and absorption in the Undulyeong area. Annual height and DBH growth were slowly progressed in the Pinus koraiensis, Larix kaempferi, and Pinus densiflora stand which were at young stage, but the growth rates of the other stands were lower than those young stands. The diameter class of the mixed forest and Quercus mongolica and Betala platyphylla stand was predicted to be similar as it is and those of Pinus koraiensis and Larix kaempferi stands were predicted to move to the upper diameter classes because of rapid growth rates of the those stands. As in the year 2005, total carbon storage of the Undulyeong model forest was increased by 155,000 TC(2.7%) compared with the previous year. During 2005, total carbon which was absorbed and stored according to growth of the forest was 166,174 TC and net carbon absorption (155,481 TC) increased by 2,736 TC (1.8%) compared with the previous year. Resultingly, the Undulyeong model forest is acting as a net sink and the net carbon absorption rate is slightly increasing recently.

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The Development of Growth and Yield Models for the Natural Broadleaved-Korean Pine Forests in Northeast China (중국(中國) 동북부(東北部) 지방(地方) 활엽수(闊葉樹)-잣나무 천연림(天然林)의 생장(生長) 모델과 수확(收穫) 모델 개발(開發))

  • Li, Fengri;Choi, Jung-Kee;Kim, Ji-Hong
    • Journal of Korean Society of Forest Science
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    • v.90 no.5
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    • pp.650-662
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    • 2001
  • The growth and yield models for five different kinds of natural forest types were systemically developed in the natural Broadleaved-Korean pine Forests in Northeast China. The data were collected from 359 temporary plots and 58 permanent plots with area ranged from 0.06 ha to 1.0 ha, ranging in stand age from 43 to 364 years. The Site Class Index (SCI) was introduced to evaluate site quality and the Crown Competition Factor (CCF) was selected as a measure of stand density for the mixed natural forest. The Chapman-Richards function was adopted to develop SCI equation and height-diameter curve. The Schumacher growth function was selected as base model to develop the DBH, basal area, and stand volume growth models by using re-parameterized method. In modeling mean DBH and basal area growth, it was found that the asymptotic parameter A of Schumacher function was exponentially related to site quality (SCI) and stand density (CCF). The rate parameter k was related to stand density and it was independent of SCI. Several validation measures for predicted stand variables were evaluated in the growth and yield models using independent data sets. The results indicated that relative mean errors (RME) in predicted stand attributes were less than ${\pm}5%$ and the estimated precision values of the stand variables were all greater than 95%.

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Stand Growth Analysis and Carbon Storage/Removals Assesment using the Data of Forest Growth Monitoring Plots (고정조사구 자료를 이용한 임분생장 해석 및 탄소흡수${\cdot}$저장량 평가)

  • Kwon Soon Duk;Son Yeong Mo;Lee Kyeong Hak;Chong Se Kung;Kim Jung Myeong
    • Journal of Korea Foresty Energy
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    • v.23 no.2
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    • pp.1-8
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    • 2004
  • This study looked into the change of tree growth of seven forest growth monitoring plots which were set up at the Undulyeong Hongchungun Kangwondo, and was accomplished to offer the basic data for the forest administration calculating carbon storage and removal in the Undulyeong area. Annual height and DBH growth were slowly progressed in the Pinus koraiensis and Larix kaempferi stand which was young stand, but the growth rate of the other stands was lower than those young stand. The diameter class of the mixed forest and Qurcus mongilica stand was predicted to be similar to the now and Pinus koraiensis and Larix kaempferi stand was predicted to move now diameter class to the high diameter class because thickening growth speed of the those stands were rapid. Now the end of 2003, total carbon storage of the Undulyeong model forest increased 149,000TC$(2.7\%)$ compared with the previous year. Seeing by forest types, occupied broad-leaved forest$(50\%)$, mixed forest$(34\%)$ and coniferous forest. During in 2003, total carbon which was removed and stored according to growth of the forest was 156,813TC and net carbon removal(148,664TC) increased into 2,613TC$(1.8\%)$ compared with the previous year. Seeing by forest types, occupied coniferous forest$(3.3\%)$, mixed forest$(3.1\%)$, broad-leaved forest$(2.8\%)$. Resultingly, the Undulyeong model forest is acting to net removal resource when see as green-gas side and net carbon removal are showing the tendency to increase recently little by little.

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Influences of Forest Management Activity on Growth and Diameter Distribution Models for Larix kaempferi Carriere Stands in South Korea (산림시업이 일본잎갈나무 임분의 생장과 직경분포모형에 미치는 영향)

  • Lee, Sun Joo;Lee, Young Jin
    • Journal of agriculture & life science
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    • v.52 no.6
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    • pp.37-47
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    • 2018
  • The objective of this study was to analyze the influences of forest management activity on the diameter distribution of Larix kaempferi Carriere stands in South Korea. We used 232 managed stands data, 47 unmanaged stands data of National Forest Inventory for this study. We employed the Weibull distribution function for estimating diameter based on percentiles and parameter recovery method. The results revealed that the average diameter breast height movements and growth of tree in the managed stands higher than the unmanaged stands according to the scenario: age, site index, and tree density change. The finding shows the percentage of the total amount of large class diameter was also high in the managed stands. The results of this study could be apply for the estimation of multi-products of timbers per diameter classes and stand structure development for Larix kaempferi Carriere stands in South Korea.