• International journal of advanced smart convergence
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• 제11권2호
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• pp.30-37
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• 2022

Because fine dust (PM10) has a close effect on the environment, fine dust generated in the climate and living environment has a bad effect on the human body. In this study, the LSTM model was applied to predict and analyze the effect of fine dust on Gwangju Metropolitan City in Korea. This paper uses prediction values of input variables selected through correlation analysis to confirm fine dust prediction performance. In this paper, data from the Gwangju Metropolitan City area were collected to measure fine dust. The collection period is one year's worth of data was used from january to December of 2021, and the test data was conducted using three-month data from January to March of 2022. As a result of this study, in the as a result of predicting fine dust (PH10) and ultrafine dust (PH2.5) using the LSTM model, the RMSE was 4.61 and the test result value was as low as 4.37. This reason is judged to be the result of the contents of the one-year sample.

• 한국지역지리학회지
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• 제2권2호
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• pp.159-171
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• 1996

본 연구는 심각해지는 토지문제를 해결하기 위해 최근에 시행되고 있는 여러가지 토지제도들이 효과적으로 운용되도록 지가를 정확히 산정하고자 하는 움직임에 대한 기초 연구로서, 다른 토지이용에 비해 월등 높은 지가를 보이고 중은 범위에서도 그 변동폭이 큰 상업지를 택하여, 상업지지가의 지역적 차이가 왜 발생하는지 알아보고자 하였다. $1989{\sim}1996$ 동안의 상업지역의 확산은 시 외곽에 빠르게 조성되고 있는 고밀도 아파트 단지를 배후지로 하여 주요 간선도로변을 따라 활발하게 이루어지고 있는 반면, 도심부는 영세한 부지규모 및 노후화한 건물들로 말미암아 급변하고 있는 상업환경의 변화에 능동적으로 대응하지 못하므로서 지가하락 현상을 보이고 있다. 상업지지가와 관련이 있으리라고 예상되는 6개 변수를 이용하여 중다희귀분석을 적용한 결과 보행자 통행량과 도심으로부터의 거리 등 두 변수가 상업지지가 변화량의 65% 정도를 설명해 주었다. 설명되지 않은 35%의 해명을 위해 잔차분석을 행한 결과 도심부의 과소예측, 시 외곽의 과대 예측을 읽을 수 있었는데 이는 광주시의 단핵구조적 특성의 반영일 뿐만 아니라 이 모델이 갖고 있는 한계이다.

• 생태와환경
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• 제45권1호
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• pp.42-51
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• 2012

본 연구는 영산강 수계의 일반적인 수질 특성(pH, DO, 전기전도도, BOD, COD, TN, TP, Chl-$a$, DOC, $UV_{254}$, SUVA)과 3D fluorescence excitation-emission matrix (FEEM) 분석을 통한 자연유기물질(NOM)의 특성을 조사하였다. FEEM은 여기 파장과 방출 파장에서의 형광세기를 이용하여 단백질계 (protein-like), 펄빅계 (fulvic-like) 및 휴믹계(humic-like) 물질을 분류하는데 사용된다. 일반수질 항목(BOD, COD, TN, 전기전도도 및 DOC)는 영산강 수계의 중류에 위치한 광주하수처리장(GJS), 광주천(GJC), 광주2 (GJ2) 등 광주광역시 지역에서 상류 및 하류 지역보다 상대적으로 높게 나타났다. 대부분의 지점에서 SUVA값은 3 L $mg^{-1}\;m^{-1}$보다 낮게 나타나 친수성 경향을 보이나, 영산강 상류지역인 담양(DY)에서는 겨울과 가을에 3 L $mg^{-1}\;m^{-1}$ 이상으로 소수성 경향을 보이고 있다. FEEM 조사결과, 대부분의 지점은 펄빅계와 휴믹계 물질이 검출되었으며, 다만 겨울에 광주지역(GJS, GJC, GJ2), 여름에 GJC 지점에서는 단백질계 물질이 검출되었다. 영산강 상류부터 하류지역까지 대부분의 지점에서 형광세기는 일반 수질항목(BOD, COD, TN, DOC) 농도와 유사한 경향을 보이고 있으며, 광주시 지역(GJS, GJC, GJ2)에서 상대적으로 높게 나타났다. 이 결과는 대부분의 지점에서 형광지표(Flourescence index, FI)의 경향과도 일치하며, 광주시에서 FI가 높게 나타난 것은 규모가 큰 광주시 하수처리장에서 방류되는 자연유기물질(EfOM)로 인한 미생물 기원 물질이 많기 때문으로 보여진다.

• 한국환경생태학회:학술대회논문집
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• 한국환경생태학회 2011년 학술대회 논문집 2호
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• pp.185-188
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• 2010

• 한국지구과학회:학술대회논문집
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• 한국지구과학회 2004년도 춘계학술발표회 논문집
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• pp.71-72
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• 2004

• 한국전문물리치료학회지
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• 제22권1호
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• pp.69-78
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• 2015

This study evaluated and compared the effectiveness on upper motor extremity function between proprioceptive neuromuscular facilitation which has been frequently used in clinical practice, and action observation training in terms of improving upper motor extremity function. A study with a single-subject design (A-B-C-A') was conducted with a patient who was diagnosed with left hemiplegia. A repeated-measure analysis was conducted to assess results of the Wolf Motor Function Test (WMFT), Box and Block Test (BBT), and grip and pinch strength test performed daily in the study for 4 weeks. The results of the analysis indicated that the WMFT score, BBT score, grip strength, and pinch strength were improved from 29.60 to 39 (24.10%), from 1.67 to 4.93 each (EA) (66.22%), from 2.06 to 2.66 libras (lbs) (22.61%), and from 1.57 to 1.93 lbs (18.94%), respectively, from the baseline period to treatment period B. The values were improved from 29.60 to 42.20 (29.86%), from 1.67 to 7 EA (76.21%), from 2.06 to 3.47 lbs (40.57%), and from 1.57 to 1.67 lbs (6.12%), respectively, from the baseline period to treatment period C. From treatment period B to treatment period C, the WMFT score, BBT score, and grip strength were improved from 39 to 42.20 (7.58%), from 4.93 to 7 EA (29.56%), and from 2.66 to 3.47 lbs (23.20%), respectively, but pinch strength was decreased from 1.93 to 1.67 lbs (15.83%). In conclusion, proprioceptive neuromuscular facilitation and action observation training both have positive effects on upper extremity motor function. However, we suggest that the posttreatment effect of action observation training was better than that of proprioceptive neuromuscular facilitation.

• 교육시설 논문지
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• 제18권3호
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• pp.3-11
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• 2011

This study aims at proposing some reform measures for the middle school grouping system in Gwangju Metropolitan City, which is divided 86 middle schools into 10 clusters and 3 school districts. In doing so, it analyzes the present status of educational environment and student walking distance in each school district such as the number of student per teacher, the student density, the school size and the gender ratio in class. And it conducts a survey of 5,363 middle school students, 3,966 parents and 1,007 teachers, also evaluates their satisfaction levels and needs with the student allocation system. As the result of the survey and data analysis, it finds out some problems in some school districts which are gender imbalance in class, the preference for private middle schools and inconvenience in commuting to school. To solve these problems, the study suggests the better alternatives to replace the current system. Firstly, to set up the basic fundamental principles detailed in 3 action plan, which emphasize the adherence to a close-range allocation, the appropriate size of school and class, and the equalization of educational environment. Secondly, to establish the information system for managing the school district in order to be more objective and transparent. Finally, it gives a concrete proposal which divides the 10th school grouping system into the 11th. The result would be expected to ease the gender imbalance and the concentration of private middle schools, to improve the student walking condition to school.

• PNF and Movement
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• 제12권2호
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• pp.123-132
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• 2014

Purpose: The discovery of mirror neuron system may positively affect functional recovery; therefore, rehabilitation is needed that is practical for use in clinical settings. The purpose of this study was to examine the effect of action observation training on upper motor function in people who had suffered strokes. Methods: Three elderly patients with stroke, aged to years, were recruited from a stroke rehabilitation center. A nonconcurrent, multiple baseline subject approach was taken, with an A-B-A treatment single-subject experimental design, and the experiment was conducted for 3 weeks. The action observation training was repeated 5 times in 5 days during the intervention period. The arm function, including WMFT, BBT, and grip and pinch strength, was evaluated in each subject 5 times during the baseline period, the intervention period, and the baseline regression period. Results: The results of the evaluation for each subject were presented as mean values and video graphs. The WMFT scores of 2 subjects were improved during the intervention period in comparison with the baseline period, and this improvement was maintained even during the regression baseline period. The BBT and the grip and pinch strength were not improved. Conclusion: Based on these results, we suggest that the action observation training for 5 sessions was effective in improving upper limb function of stroke patients but was not effective in improving hand dexterity or grip and pinch strength.

• 환경생물
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• 제23권2호
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• pp.120-128
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• 2005

2003년 3월부터 10월까지 영산강 수계 중 광주시 권역에서 선택한 총 14개 조사지역에서 수질의 이화학적 환경과 수생식물의 분포를 분석하였다. 전체 수생식물은 35과 68속 85종 9변종으로 총 94분류군이 확인되었다. 수계별로 수질의 이화학적 환경에 따라 오염지역과 비 오염지역을 구분하고 수생식물 분포양상을 확인하였다. 그 결과 가장 오염이 심한 것으로 여겨지는 광주천의 하류인 유덕동 일대에서 오염된 곳에 주로 분포하는 흰 꽃여뀌와 소리쟁이 등이 우점하였으며, 침수식물과 부엽 식물은 전혀 확인되지 않았다. 황룡강 일대와 영산강 상부지역 일대는 비교적 수질이 양호하여 비오염지역으로 판단되며, 이 지역에서 생육하는 달뿌리풀, 고마리, 물억새 등이 분포하였다. 광주시를 통과하는 동안 생활하수가 많이 유입되는 광주천 하류는 수생식물이 생육하기 힘든 수질환경인 것으로 판단되므로. 수질환경 개선을 위한 노력이 절실히 필요 할 것으로 판단된다.

• 한국치위생학회지
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• 제10권5호
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• pp.807-817
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• 2010

Objectives : The purpose of this study was to analyzes the job implementation of dental hygienist at dental hospital(university), dental clinic and general hospital in the city of Gwangju. Methods : The subjects in this study were dental hygienists who worked at dental hospital(university), dental clinic and general hospital in the city of Gwangju. A survey was conducted by post from June 10 to August 10. Out of the collected data, 204 answer sheets were analyzed. Results : 1. 'Medical & Dental history taking', 'Extra & Intra oral examination' and 'Dental hygiene care plane' in dental clinic were significantly higher than dental hospital(university) and general hospital(p<0.001). 'Remove of extrinsic stain' and 'Treatment of hypersensitivity tooth' in dental clinic and general hospital were significantly higher than dental hospital(university)(p<0.001). 'Preventive dental caries treatment' and 'Diet control' were shown the low frequency of job implementation. 2. Almost task elements of dental assistance duty shown that dental hygienists under the 24 years old were significantly higher dental hygienists over the 30 years old(p<0.05) and dental clinic and general hospital were significantly higher than dental hospital(university)(p<0.05) in frequency of job implementation. 3. 'Dental staff supervision', 'Patient management' and 'Dental chart arrangement' shown that dental hygienists over the 30 years old were significantly higher than dental hygienists under the 24 years old in frequency of job implementation(p<0.05). 'Infection control' of dental hygienists over 30 years old was significantly lower than dental hygienists under the 24 years old(p<0.001). Conclusions : The results of this study indicate that a scope of dental hygienists' job need to extend also in order to accomplish a job efficiently, is suggested that the effort is necessary to improve a quality of dental hygienist and to change of recognition of the dentist about dental hygienists' job.