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Analysis of Availability of High-resolution Satellite and UAV Multispectral Images for Forest Burn Severity Classification (산불 피해강도 분류를 위한 고해상도 위성 및 무인기 다중분광영상의 활용 가능성 분석)

  • Shin, Jung-Il;Seo, Won-Woo;Kim, Taejung;Woo, Choong-Shik;Park, Joowon
    • Korean Journal of Remote Sensing
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    • v.35 no.6_2
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    • pp.1095-1106
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    • 2019
  • Damage of forest fire should be investigated quickly and accurately for recovery, compensation and prevention of secondary disaster. Using remotely sensed data, burn severity is investigated based on the difference of reflectance or spectral indices before and after forest fire. Recently, the use of high resolution satellite and UAV imagery is increasing, but it is not easy to obtain an image before forest fire that cannot be predicted where and when. This study tried to analyze availability of high-resolution images and supervised classifiers on the burn severity classification. Two supervised classifiers were applied to the KOMPSAT-3A image and the UAV multispectral image acquired after the forest fire. The maximum likelihood (MLH) classifier use absolute value of spectral reflectance and the spectral angle mapper (SAM) classifier use pattern of spectra. As a result, in terms of spatial resolution, the classification accuracy of the UAV image was higher than that of the satellite image. However, both images shown very high classification accuracy, which means that they can be used for classification of burn severity. In terms of the classifier, the maximum likelihood method showed higher classification accuracy than the spectral angle mapper because some classes have similar spectral pattern although they have different absolute reflectance. Therefore, burn severity can be classified using the high resolution multispectral images after the fire, but an appropriate classifier should be selected to get high accuracy.

The Estimation of Groundwater Recharge with Spatial-Temporal Variability at the Musimcheon Catchment (시공간적 변동성을 고려한 무심천 유역의 지하수 함양량 추정)

  • Kim Nam-Won;Chung Il-Moon;Won Yoo-Seung;Lee Jeong-Woo;Lee Byung-Ju
    • Journal of Soil and Groundwater Environment
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    • v.11 no.5
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    • pp.9-19
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    • 2006
  • The accurate estimation of groundwater recharge is important for the proper management of groundwater systems. The widely used techniques of groundwater recharge estimation include water table fluctuation method, baseflow separation method, and annual water balance method. However, these methods can not represent the temporal-spatial variability of recharge resulting from climatic condition, land use, soil storage and hydrogeological heterogeneity because the methods are all based on the lumped concept and local scale problems. Therefore, the objective of this paper is to present an effective method for estimating groundwater recharge with spatial-temporal variability using the SWAT model which can represent the heterogeneity of the watershed. The SWAT model can simulate daily surface runoff, evapotranspiration, soil storage, recharge, and groundwater flow within the watershed. The model was applied to the Musimcheon watershed located in the upstream of Mihocheon watershed. Hydrological components were determined during the period from 2001 to 2004, and the validity of the results was tested by comparing the estimated runoff with the observed runoff at the outlet of the catchment. The results of temporal and spatial variations of groundwater recharge were presented here. This study suggests that variations in recharge can be significantly affected by subbasin slope as well as land use.

The effects of weight-control behaviors, the degree of fatness and dance major on eating disorders (체중조절 특성과 비만도 및 무용전공이 식이장애에 미치는 영향)

  • Kim, No-Eul;Moon, In-Ok
    • The Journal of Korean Society for School & Community Health Education
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    • v.6
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    • pp.49-63
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    • 2005
  • The purpose of this study was to investigate the weight control behaviors, the degree of fatness and dance major on behalf of finding the effects of eating disorders. 779 female high school students, 283 dance major students and 496 general major students, were participated in the study. A self-reporting type of questionnaire survey was conducted during the period from $6^{th}$ May to $18^{th}$ April of 2005. Collected data were processed using SPSSW in 12.0; they were analysed through frequencies, percentages, means and standard deviation, and stepwise multiple regression analysis. The results of this study are as follows : 1. With regard to the level of eating disorders(EAT-26), 33.9% of risk group of eating disorder female dance students, and 13.7% of risk group of eating disorder female general major students. Weight-control behaviors in this research were 1) weight control concerns, 2) weight control trial, 3) weight control methods (prescription of M.D., ways of weight control), 4) eating habits. First, 56.6% of subjects had high concerns about weight control, and 92% of subjects had tried weight control. Second, only 5.1% of subjects were prescribed by M.D. Third, subjects had been using wrong methods(25.7%) of weigh control such as fasting, using drugs, vomiting, wearing laps etc. Fourth, 42.7% of the subjects had bad eating habits. The degree of fatness was as follows: 1) BMI(Body Mass Index), 2) self report about weight 3) distorted body image. Depending upon the BMI, the subjects with obesity were not found in female dance students; Comparatively, 36.9% of dance students were fat and 1.4% of the students were very fat. In terms of distorted body image, only 14.9% of all subjects were the same between the subjective degree of fatness and the objective degree of fatness. 2. As a result of multiple regression, six variables were found significant($R^2=11.6%$, P < 0.01). Concerns about the weight control significantly influenced on eating disorders(EAT-26). At the same time, major(dance), wrong methods of weight control, distorted body image, prescription of M.D, and eating habits had significantly influenced on eating disorders. This results indicates that the risk of eating disorders among female dancer students was very high. Therefore, professional intervention is needed for female dance students to prevent the eating disorders.

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Characteristics and Distribution of Microorganisms in a Rice Straw Compost for Cultivation of Button Mushrooms (Agaricus bisporus) (양송이 재배에서 볏짚 배지의 발효 단계별 관여 미생물의 분포양상 및 특성)

  • Lee, Chan-Jung;Yoo, Young-Mi;Moon, Ji-Won;Cheong, Jong-Chun;Kong, Won-Sik;Kim, Yong-Gyun;Lee, Byung-Eui;Yoon, Min-Ho;Sa, Tong-min
    • The Korean Journal of Mycology
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    • v.45 no.1
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    • pp.43-53
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    • 2017
  • In this study, we analyzed the densities and taxonomic characteristics of various microorganisms that play important roles in Agaricus bisporus culture medium composting, and examined changes in the levels of decomposition-related enzymes secreted by these microorganisms. Various microorganisms such as thermophilic bacteria, actinomycetes, fluorescent Pseudomonas spp., and filamentous bacteria are closely associated with culture medium composts of Agaricus bisporus. The population densities of microorganisms change, and harmful bacteria disappear during thermophilic composting. Psychrobacter sp., Pseudomonas sp., Bacillus sp., and Pseudoxanthomonas sp. accounted for the highest proportion of bacteria in the culture media during outdoor composting, whereas Bacillus sp. and Psychrobacillus sp. were dominant after pasteurization. Cellulose and hemicellulose enzymes of the microorganisms were important at an early stage of rice straw composting and after decomposition of carbon sources, respectively. Microorganisms that secreted these enzymes were present in the second and third turning stage of composting.

Effects of SIS Sponge and Bone Marrow-Derived Stem Cells on the Osteogenic Differentiation for Tissue Engineered Bone (SIS 스폰지와 골수유래줄기세포를 이용한 조직공학적 골분화 유도)

  • Park Ki Suk;Jin Chae Moon;Yun Sun Jung;Hong Keum Duck;Kim Soon Hee;Kim Moon Suk;Rhee John M.;Khang Gilson;Lee Hai Bang
    • Polymer(Korea)
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    • v.29 no.5
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    • pp.501-507
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    • 2005
  • Small intestinal submucosa (SIS) had been widely used as a biomaterial without immune rejection responses. SIS sponges prepared by crosslinking with 1-ethyl-3-(3-dimethylaminopropyl) carbodiimide hydrochloride (EDC). SIS powders dissolved in $3\%(v/v)$ acetic acid aqueous solution for 48hrs and freeze-dried. EDC solution ($H_2O$ : ethanol = 5 : 95) as a crosslink agent was used in concentration of 100mM. In vitro, rat-BMSCs seeded in SIS sponges and induced the osteogenesis for 28 days. We have characterized the osteogenic potential of rat-BMSCs in SIS sponges by alkaline phosphatase activity(ALP), n assay, SEM and RT-PCR for osteogenic phenotype. In SEM, all morphology of SIS sponges was regular and showed interconnected pore structure. By RT-PCR analysis, we observed type I collagen expression. These results demonstrate osteogenic differentiation of rat-BMSCs. In conclusion, we confirmed that the morphology of surface, cross-section, and side of SIS sponges were highly porous with good interconnections between each pores, which can support the surface of cell growth, proliferation, and differentiation. This result indicates that SIS sponge is useful for osteogenesis of BMSCs.

The Release of Albumin from PLGA and PCL Wafers Containing Natural and Synthetic Additives for Protein Delivery (단백질 전달체로서 천연 및 합성재료의 첨가에 따른 PLGA와 PCL웨이퍼로부터 알부민의 방출거동)

  • Hyun Hoon;Lee Jae Ho;Seo Kwang Su;Kim Moon Suk;Rhee Jhon M.;Lee Hai Bang;Khang Gilson
    • Polymer(Korea)
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    • v.29 no.5
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    • pp.468-474
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    • 2005
  • PLGA and PCL copolymers initiated by carbitol as drug carriers were synthesized by ring-opening polymerization of L-lactide (LA), glycolide (GA), and $\varepsilon-caprolactone(\varepsilon-CL)$. Implantable wafers were simply fabricated by direct compression method after physical mixing of copolymers and bovine serum albumin-fluorescein isothiocyanate (BSA-FITC) as a model protein drug. The release amounts of BSA-FITC from wafers were determined by fluorescence intensity using the fluorescence spectrophotometer. Also, the release behavior of BSA-FITC on wafers was controlled by adding the additives such as collagen, small intestinal submucosa (SIS), poly(vinyl pyrrolidone) (PVP), and poly(thylene glycol) (PEG). The wafer prepared by PLGA and PCL exhibited slow release within $10\%$ for 30 days. But, those prepared by a variety of additives exhibited the controlled BSA release patterns with a dependence on the additive contents. furthermore, the wafers containing natural materials such as collagen and SIS showed more zero-order release profile than that with synthetic materials such as PVP and PEG. It was confirmed that the release of BSA from implantable wafers could be easily controlled by adding natural additives.

Preparation and Characterization of Microparticles of $Poly(\gamma-glutamic\;acid)$ Containing Lysozyme by means of Supercritical Anti-Solvent (SAS) Precipitation Process (초임계 반용매 침전법에 의한 라이소자임이 내포된 폴리감마글루탐산의 미세입자 제조 및 특성)

  • Lee, Dong-Il;Ling, Yun;Sung, Moon-Hee;Park, Il-Hyun
    • Polymer(Korea)
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    • v.31 no.2
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    • pp.168-176
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    • 2007
  • The sub-micron particles of poly ($\gamma-glutamic$ acid) (PGA) containing lysozyme have been prepared using supercritical antisolvent (SAS) precipitation process at various experimental conditions such as pressure, temperature, inner diameter of nozzle, and concentration. As overall results of the application of SAS process to this system, the smaller size powder has been produced as (i) increasing pressure, (ii) decreasing temperature, (iii) decreasing the inner diameter of nozzle, and (iv) decreasing the concentration of PGA and lysozyme. It is found by means of FT-IR analysis that during SAS process, the composition has changed from the original composition of PGA : lysozyme=50 : 50 into PGA : lysozyme=33 : 67 at final product powder. It means that PGA has higher solubility for the mixed solvent of carbon dioxide and dimethyl sulfoxide (DMSO). Due to such difference of solubility, this particle forms the core-shell structure of which the core consists mainly of lysozyme. It is also found that the residual DMSO amount of $7.8\times10^{-3}wt%$ exists inside the powder.

Preparation and Release Behavior of Ipriflavone-Loaded PLGA Microsphere for Tissue Engineered Bone (이프리플라본을 함유한 생분해성 PLGA 미립구의 제조 및 조직공학적 골재생을 위한 영향평가)

  • So, Jung-Won;Jang, Ji-Wook;Kim, Soon-Hee;Kim, Geun-Ah;Choi, Jin-Hee;Rhee, John-M.;Son, Young-Suk;Min, Byoung-Hyun;Khang, Gil-Son
    • Polymer(Korea)
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    • v.33 no.1
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    • pp.26-32
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    • 2009
  • The aim of this research was to prepare microparticulate systems based on poly (lactide-co-glycolide)(PLGA) for the local release of ipriflavone in order to reduce bone loss. We developed the IP loaded PLGA microspheres using relatively simple oil-in-water(O/W) solvent evaporation method. HPLC was used to perform the in vitro release test of IP and morphology of cell attached on the micro-spheres was investigated using SEM. Cytotoxicity was assayed by cell counting kit-8 (CCK-8) test. Osteogenic differential cells were analyzed by ALP activity. Through RT-PCR analysis, we observed osteocalcin, ALP, and Type I collagen mRNA expression. The release of IP in vitro was more prolonged over 42 days and IP/PLGA microspheres showed the improvement on the cell proliferation, ALP activity and RT-PCR comparing with control (only PLGA). This initial research will be used to direct future work involved in developing this composite injectable bone tissue engineering system.

The Effect of Pore Sizes on Poly(L-lactide-co-glycolide) Scaffolds for Annulus Fibrosus Tissue Regeneration (조직공학적 섬유륜재생을 위한 PLGA 지지체 제조시 다공크기의 영향에 관한 연구)

  • So, Jeong-Won;Jang, Ji-Wook;Kim, Soon-Hee;Choi, Jin-Hee;Rhee, John-M.;Min, Byung-Hyun;Khang, Gil-Son
    • Polymer(Korea)
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    • v.32 no.6
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    • pp.516-522
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    • 2008
  • Biodegradable polymers have been used extensively as scaffolding materials to regenerate new tissues and the ingrowth of tissue have been reported to be dependent directly of the porosity, pore diameter, pore shape, and porous structure of the scaffold. In this study, porous poly (L-lactide-co-glycolide) (PLGA) scaffolds with five different pore sizes were fabricated to investigate the effect of pore sizes for AF tissue regeneration. Cellular viability and proliferation were assayed by MTT test. Hydroxyproline/DNA content of AF cells on each scaffold was measured. sGAG analyses were performed at each time point of 2 and 6 weeks. Scaffold seeded AF cells were implanted into the back of athymic nude mouse to observe the difference of formation of disc-like tissue depending on pore size in vivo. We confirmed that scaffold with $180{\sim}250{\mu}m$ pores displayed high cell viability in vitro and produced higher ECM than scaffold with other pore sizes in vivo.

Preparation and BDNF Release Profile of BDNF-loaded PLGA Scaffolds for Tissue Engineered Nerve Regeneration (신경재생을 위한 BDNF를 함유한 PLGA 지지체의 제조 및 방출)

  • Kim, Cho-Min;Kim, Soon-Hee;Oh, A-Young;Kim, Geun-Ah;Lee, Il-Woo;Rhee, John-M.;Khang, Gil-Son
    • Polymer(Korea)
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    • v.32 no.6
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    • pp.529-536
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    • 2008
  • We manufactured poly (L-lactide-co-glycolide) (PLGA) scaffolds impregnated demineralized bone particle (DBP) and hyaluronic acid (HA) by ice-particle leaching method and tested their ability of sustained release of brain derived neurotrophic factor (BDNF). BDNF (50 and 200 ng) mixed with PLGA, DBP/PLGA, HA/PLGA and DBP/HA/PLGA scaffold. The release profiles of BDNF from BDNF loaded scaffolds were assayed using ELISA. Morphological changes of scaffolds by BDNF release were also observed by SEM. BDNF stably and sustainedly released from DBP/HNPLGA than from PLGA and DBP/PLGA scaffolds. DBP/HA/PLGA scaffolds showed the great structural changes, which demonstrated BDNF release amount from DBP/HA/PLGA scaffolds were highest in all groups. We suggest that BDNF loaded DBP/HNPLGA scaffold would be very useful for nerve regeneration.