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Elevation Correction of Multi-Temporal Digital Elevation Model based on Unmanned Aerial Vehicle Images over Agricultural Area (농경지 지역 무인항공기 영상 기반 시계열 수치표고모델 표고 보정)

  • Kim, Taeheon;Park, Jueon;Yun, Yerin;Lee, Won Hee;Han, Youkyung
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.38 no.3
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    • pp.223-235
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    • 2020
  • In this study, we propose an approach for calibrating the elevation of a DEM (Digital Elevation Model), one of the key data in realizing unmanned aerial vehicle image-based precision agriculture. First of all, radiometric correction is performed on the orthophoto, and then ExG (Excess Green) is generated. The non-vegetation area is extracted based on the threshold value estimated by applying the Otsu method to ExG. Subsequently, the elevation of the DEM corresponding to the location of the non-vegetation area is extracted as EIFs (Elevation Invariant Features), which is data for elevation correction. The normalized Z-score is estimated based on the difference between the extracted EIFs to eliminate the outliers. Then, by constructing a linear regression model and correcting the elevation of the DEM, high-quality DEM is produced without GCPs (Ground Control Points). To verify the proposed method using a total of 10 DEMs, the maximum/minimum value, average/standard deviation before and after elevation correction were compared and analyzed. In addition, as a result of estimating the RMSE (Root Mean Square Error) by selecting the checkpoints, an average RMSE was derivsed as 0.35m. Comprehensively, it was confirmed that a high-quality DEM could be produced without GCPs.

Modelling Analysis of Climate and Soil Depth Effects on Pine Tree Dieback in Korea Using BIOME-BGC (BIOME-BGC 모형을 이용한 국내 소나무 고사의 기후 및 토심 영향 분석)

  • Kang, Sinkyu;Lim, Jong-Hwan;Kim, Eun-Sook;Cho, Nanghyun
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.18 no.4
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    • pp.242-252
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    • 2016
  • A process-based ecosystem model, BIOME-BGC, was applied to simulate seasonal and inter-annual dynamics of carbon and water processes for potential evergreen needleleaf forest (ENF) biome in Korea. Two simulation sites, Milyang and Unljin, were selected to reflect warm-and-dry and cool-and-wet climate regimes, where massive diebacks of pines including Pinus densiflora, P. koraiensis and P thunbergii, were observed in 2009 and 2014, respectively. Standard Precipitation Index (SPI) showed periodic drought occurrence at every 5 years or so for both sites. Since mid-2000s, droughts occurred with hotter climate condition. Among many model variables, Cpool (i.e., a temporary carbon pool reserving photosynthetic compounds before allocations for new tissue production) was identified as a useful proxy variable of tree carbon starvation caused by reduction of gross primary production (GPP) and/or increase of maintenance respiration (Rm). Temporal Cpool variation agreed well with timings of pine tree diebacks for both sites. Though water stress was important, winter- and spring-time warmer temperature also played critical roles in reduction of Cpool, especially for the cool-and-wet Uljin. Shallow soil depth intensified the drought effect, which was, however, marginal for soil depth shallower than 0.5 m. Our modeling analysis implicates seasonal drought and warmer climate can intensify vulnerability of ENF dieback in Korea, especially for shallower soils, in which multi-year continued stress is of concern more than short-term episodic stress.

Study of Deficiency of Qi Pattern Identification Diagnosis Criteria in Stroke (중풍환자의 기허변증 진단 기준에 관한 연구)

  • Kang, Byoung-Kab;Sun, Seung-Ho;Kang, Kyung-Won;Cho, Ki-Ho;Lee, In;Seol, In-Chan;Choi, Sun-Mi
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.21 no.6
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    • pp.1581-1585
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    • 2007
  • To report Sensitivity and specificity about utility as diagnosis criteria for deficiency of Qi in stroke. Korean medicine doctor surveyed deficiency of Qi of the symptoms for the Stroke case report form in stroke patients within 1 month of onset. We analyzed 643 patients have diagnosed stroke, neurological deficit continued over twenty-four hours and within one month of onset, except traumatic cerebrovascular attack (EDH, SDH) using the result by medical specialist and residents diagnosed differentiation and written CRF(Case Report Forms) which based on 'Korean Standard Differentiation of the Symptoms and Signs II' in twenty multi centers. The sensitivity of "more 1/5 in major sings and 1/5 in helpful signs", "more 1/5 in major signs and 2/5 in helpful signs", "more 2/5 in major signs and 1/5 in helpful signs", "more 2/5 in major signs and 2/5 in helpful signs""more 3/5 in major signs and 1/5 in helpful signs""more 3/5 in major signs and 2/5 in helpful signs" are respectively 83%, 50%, 72%, 46%, 47%, 32%. The specificity are respectively 28%, 59%, 55%, 74%, 80%, 89%. The sensitivity(72%) and specificity(55%) of "more 2/5 in major signs and 1/5 in helpful signs" that to be implanted. Although this values are not high, after values of sensitivity and specificity should be more than current value, and then we should be able to suggest as objective diagnosing criteria.

The Study for Understanding of Residents to Landslide Mitigation Projects with Respect to develop Socio-Economic Damage Level Standards of Landslide Disasters (산지토사재해 인문사회적 피해강도 기준 개발을 위한 지역주민의 산사태 방재 사업 인식에 대한 연구)

  • Kim, Geunyoung;Lee, Chang-Woo;Kim, Kyongha;Woo, Choongshik;Park, Keunoh
    • Journal of the Society of Disaster Information
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    • v.9 no.3
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    • pp.347-357
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    • 2013
  • Abstract The objective of this study is to investigate and analyze understanding of residents living in landslide disaster impact areas to landslide mitigation and recovery projects with respect to develop socio-economic damage level standards of landslide disasters. South Korea is one of the representative mountain-side urbanized countries that cities have been developed through mountain-side urbanization due to high population density because mountain areas occupy 64 percent of the total land proportion. South Korea were recently suffered from the massive landslide disasters with significant causality that overcomes the annual drowned causality of flood disasters. Consequently, the total death toll of South Korea landslide disasters including unexpected Mt. Woo-Myun disaster and Chuncheon disaster in 2011 became forty-three persons. The hugh amount of disaster management budget was spent in landslide mitigation and recovery projects of the affected areas. This research performed facility field research and resident surveys for landslide damage conditions and damage factors for Mt. Woo-Myun, Chuncheon, Pusan, and Dongdoochon that were major effect cities of 2011 landslide disasters.

Factors to Assess for Re-breeding after Parturition in Milking Cows

  • Park, Sung-Jai;Baek, Kwang-Soo;Kim, Hyeon-Shup;Jeon, Byeong-Soon;Her, Tai-Young;Lim, Hyun-Joo;Kang, Seok-Jin;Lee, Hyun-June;Ki, Kwang-Sook;Jo, Woon-Mo;Kim, Sang-Bum;Jung, Young-Hun;Ahn, Byeong-Seog
    • Reproductive and Developmental Biology
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    • v.33 no.3
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    • pp.153-156
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    • 2009
  • The purpose of this study was to assess for re-breeding concentrate period in postpartum in milking cows. The 48 cows aged $3.5{\sim}5.5$ years and of $400{\sim}600\;kg$ body weight were examined every 3rd day from 15 to 36 day postpartum. Blood samples for progesterone and estradiol $17{\beta}$ hormone analyses were withdrawn from the coccygeal vein every third day until the end of the experiment. The ovarian follicular numbers were verified and measured using a multi frequency probe. The least squares means are presented for each day by GLM of SAS. The results showed that ovary lengths (right ovary; $1.64{\pm}0.62\;cm$, left ovary; $1.44{\pm}0.46\;cm$) were similar in right and left ovary activity level during estrous cycle of postpartum cows. We were judged completed uterus on day at $2.31{\pm}0.17\;cm$ level of cervix diameter. And we were monitoring started at $6.44{\pm}2.03\;cm$ from day 15 after postpartum. The results showed that mean plasma concentration of progesterone (3.28 ng/ml) in large follicle gradually increased days 30 in postpartum. And, monitoring of estradiol 176 (22.18 pg/ml) hormone during postpartum period would be useful to predict the ovarian and uterus activity for re-breeding in postpartum milking cows. From these results, we conclude that cervix diameter (mean: 2.31 cm) was very important for reproductive organ recovery standard level of postpartum milking cows, hormone secretion level ($P_4$: 3.28 ng/ml, $E_2$: 22.18 pg/ml) and body condition score ($2.5{\sim}2.75$) level about 30 days in postpartum period.

Comparison of Gene Expression Levels of Porcine Satellite Cells from Postnatal Muscle Tissue during Differentiation

  • Jeong, Jin Young;Kim, Jang Mi;Rajesh, Ramanna Valmiki;Suresh, Sekar;Jang, Gul Won;Lee, Kyung-Tai;Kim, Tae Hun;Park, Mina;Jeong, Hak Jae;Kim, Kyung Woon;Cho, Yong Min;Lee, Hyun-Jeong
    • Reproductive and Developmental Biology
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    • v.37 no.4
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    • pp.219-224
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    • 2013
  • Muscular satellite cell (SC), which is stem cell of postnatal pig, is an important for study of differentiation into adipogenesis, myogenesis, and osteoblastogenesis. In this study, we isolated and examined from pig muscle tissue to determine capacity in proliferate, differentiate, and expression of various genes. Porcine satellite cells (PSC) were isolated from semimembranosus (SM) muscles of 90~100 days old pigs according to standard conditions. The cell proliferation increased in multi-potent cell by Masson's, oil red O, and Alizarin red staining respectively. We performed the expression levels of differentiation related genes using real-time PCR. We found that the differentiation into adipocyte increased expression levels of both fatty acid binding protein 4 (FABP4) and peroxisome proliferator-activated receptor gamma ($PPAR{\gamma}$) genes (p<0.01). Myocyte increased the expression levels of the myosin heavy chain (MHC), myogenic factor 5 (Myf5), myogenic regulatory factor (MyoD), and Myogenic factor 4 (myogenin) (p<0.01). Osteoblast increased the expression levels of alkaline phosphatase (ALP) (p<0.01). Finally, porcine satellite cells were induced to differentiate towards adipogenic, myogenic, and osteoblastogenic lineages. Our results suggest that muscle satellite cell in porcine may influence cell fate. Understanding the progression of PSC may lead to improved strategies for augmenting meat quality.

RPC Model Generation from the Physical Sensor Model (영상의 물리적 센서모델을 이용한 RPC 모델 추출)

  • Kim, Hye-Jin;Kim, Jae-Bin;Kim, Yong-Il
    • Journal of Korean Society for Geospatial Information Science
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    • v.11 no.4 s.27
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    • pp.21-27
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    • 2003
  • The rational polynomial coefficients(RPC) model is a generalized sensor model that is used as an alternative for the physical sensor model for IKONOS-2 and QuickBird. As the number of sensors increases along with greater complexity, and as the need for standard sensor model has become important, the applicability of the RPC model is also increasing. The RPC model can be substituted for all sensor models, such as the projective camera the linear pushbroom sensor and the SAR This paper is aimed at generating a RPC model from the physical sensor model of the KOMPSAT-1(Korean Multi-Purpose Satellite) and aerial photography. The KOMPSAT-1 collects $510{\sim}730nm$ panchromatic images with a ground sample distance (GSD) of 6.6m and a swath width of 17 km by pushbroom scanning. We generated the RPC from a physical sensor model of KOMPSAT-1 and aerial photography. The iterative least square solution based on Levenberg-Marquardt algorithm is used to estimate the RPC. In addition, data normalization and regularization are applied to improve the accuracy and minimize noise. And the accuracy of the test was evaluated based on the 2-D image coordinates. From this test, we were able to find that the RPC model is suitable for both KOMPSAT-1 and aerial photography.

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Discrimination of Geographical Origin for Herbal Medicine by Mineral Content Analysis with Energy Dispersive X-Ray Fluorescence Spectrometer (에너지분산형 X-선 형광분석기를 이용한 한약재의 무기질 분석 및 이에 의한 원산지 판별)

  • Jeong, Myeong-Sil;Lee, Soo-Bok
    • Korean Journal of Food Science and Technology
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    • v.40 no.2
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    • pp.135-140
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    • 2008
  • In this study, the macromineral content ratios of four herbal medicine samples(Saposhnikoviae Radix, Bupleuri Radix, Cnidii Rhizoma, and Astragali Radix) were analyzed to discriminate their geographical origins using an energydispersive x-ray fluorescence (EDXRF) technique. EDXRF is a rapid, non-destructive, and multi-elemental analysis technique. Initially, samples of both domestic and imported herbal medicines were pulverized, and then their macromineral contents, including P, S, K, and Ca, were analyzed using EDXRF. For the discrimination of their geographical origins, canonical discriminant analysis was carried out based on the estimated macromineral relative content ratios of the samples. According to the results, the discrimination accuracies were as follows: 93.3% for Saposhnikoviae Radix, 95.7% for Bupleuri Radix, 98.8% for Cnidii Rhizoma, and 87.5% for Astragali Radix. Overall, the results imply that this technique could be used as a standard method, to discriminate their geographical origins between domestic and imported herbal medicines.

Application of InVEST Water Yield Model for Assessing Forest Water Provisioning Ecosystem Service (산림의 수자원 공급 생태계서비스 평가를 위한 InVEST Water Yield 모형의 적용)

  • Song, Chol-Ho;Lee, Woo-Kyun;Choi, Hyun-Ah;Jeon, Seong-Woo;Kim, Jae-Uk;Kim, Joon-Soon;Kim, Jung-Taek
    • Journal of the Korean Association of Geographic Information Studies
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    • v.18 no.1
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    • pp.120-134
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    • 2015
  • InVEST Water Yield model developed by Natural Capital Project was applied for South Korea to assess domestic forest ecosystem's water provisioning services. The InVEST Water Yield model required 8 input dataset, including six spatial map data and two derived by coefficients. By running the model with relatively easy acquired and modified data, the result of domestic forest ecosystem's water provisioning services was 9,409,622,083 ton using the standard of the year 2011. The result showed similar patterns and distribution of rainfall in 2011, but showed difference when compared with existing researches spatially driven in nationwide statistical analysis results. This difference is assumed to occur with different model mechanism in spatial implementation and statistical analysis. So given that the model is currently still developing, applications should be taken on qualitative perspectives rather than on quantitative perspectives. Additionally, for advancing the application of InVEST water yield model, quantification of suitable input data and comparison using multi-modeling is required.

A Moderating Effect of Help-Seeking in the Relationship between Violence in sports, Depression, and Intention to Sport Continuance among Female Athletes (여성선수의 운동부 내 폭력 피해경험과 우울, 운동지속의사의 관계에서 도움요청(Help-Seeking)의 완충효과)

  • Kim, Jae Yop;Lee, Jeen Suk;Choi, Sun Ah
    • Korean Journal of Social Welfare Studies
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    • v.43 no.1
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    • pp.59-87
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    • 2012
  • The purpose of this study is to understand the effect of violence in sports on intention to sport continuance among female athletes and to analysis the mediating effect of depression and the difference groups according to help-seeking. In order to accomplish these purposes, this study surveyed from September to October in 2010. The final subjects in the analysis were 345 female athletes who are belong to school athletic team, professional team, business team, and national team. The data were analyzed with SPSS 18.0 and AMOS 10.0 for conducting multiple group analysis. The main results of this study are as follows; First, those who were suffered by emotional violence were 62.4%; those who are damaged by physical violence were 28.6% among the participants in this study. In case of intention to sport continuance, when measured by a rule of five, was average 3.15. 29.9% of the female athletes scored above the standard of depression. Second, depression turned out to have a partial mediating effect within the relationship where violence in sports has effect on intention to sport continuance. Third, between experimental and non-experimental group on help-seeking among female athletes, there was a statistically significant difference in the structural relationship. This means that help-seeking has moderating effect within the path of violence in sports affecting depression. Based on the results, this study suggested that there is a strong need for intervention for the both prevention and cure of the sports violence. It is necessary to develop preventive programs and coping strategies on female athletes' depression and intention to sport continuance.