• 제목/요약/키워드: consumption status

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위성영상과 머신러닝 활용 도시열섬 지역 옥상녹화 효과 예측과 이산화탄소 흡수량 평가 (Predicting the Effects of Rooftop Greening and Evaluating CO2 Sequestration in Urban Heat Island Areas Using Satellite Imagery and Machine Learning)

  • 김민주;박정우;박주현;박지수;현창욱
    • 대한원격탐사학회지
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    • 제39권5_1호
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    • pp.481-493
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    • 2023
  • 고밀도 도심지의 열섬현상이 도시 기온을 더 높이고 있으며 이로부터 대기오염 악화, 냉방 에너지 소비 증가 및 온실가스 배출 증대와 같은 부정적 영향들이 발생한다. 녹지의 추가 확보가 어려운 도시 환경에서 옥상녹화는 효율적인 온실가스 감축 전략이다. 본 연구에서는 열섬현상 현황 분석에서 더 나아가 고해상도 위성자료 및 공간정보를 활용하여 연구 지역 내 옥상녹화 가용면적 산정 후 옥상녹화가 가져오는 온도 분포 예측을 통한 열섬현상 완화도 및 이산화탄소 흡수량 평가를 수행하였다. 이를 위해 WorldView-2 위성자료를 활용하여 부산시 도시열섬 지역의 기존 토지피복을 분류하고 머신러닝 기법을 적용하여 옥상녹화 전 후 온도 분포 예측 모델을 개발하였다. 옥상녹화 면적 변화에 따른 열섬현상 완화도를 평가하기 위해 랜덤포레스트 기법을 통해 온도가 종속변수인 온도 분포 예측모델을 구축하였고, 이 과정에서 랜덤포레스트 모델의 훈련자료로 사용될 고해상도 지표 온도 도출을 위해 Google Earth Engine을 활용하여 Landsat-8과 Sentinel-2 위성자료를 융합하는 다중회귀모델을 적용하였다. 또한, 옥상녹화용 초본식생별 이산화탄소 흡수량을 기반으로 녹화 면적에 따른 이산화탄소 흡수량을 평가하였다. 연구 결과를 통해 개발된 위성자료 활용 도시 열섬현상 평가 및 랜덤포레스트 모델 기반 온도 분포 예측 기술은 도시열섬 취약 지역에 확대 적용이 가능할 것으로 기대된다.

한국(韓國)에 있어서의 장내기생충감염(腸內寄生虫感染)의 현황(現況)과 추이(推移) (Current Status and Transition of the Prevalence of Intestinal Parasitic Infections in Korea)

  • 김동찬
    • 농촌의학ㆍ지역보건
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    • 제9권1호
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    • pp.83-108
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    • 1984
  • Out of a total of 58 species of helminthic and protozoan parasitic infections in Korea, so far 38 species were reported as intestinal parasites of man. Quite a few species of the intestinal parasitic infections have long been prevalent throughout the country and this has been a significant public health problem. In this paper, current status and transition of the intestinal parasitic infections in the past years were presented. Chronological reviewing of data show background and prospects of change in the prevalence of infections. In the national prevalence survey on parasitic infections conducted once every five years since 1971, stool examinations were done by both cellophane thick smear and brine flotation techniques. Every egg positive case of Ascaris lumbricoides and Clonorchis sinensis was further examined by Stoll's dilution egg counting technique. In 1981, perianal swab using adhesive cellulose tape was added for Enterobius infection. For protozoan cyst examination conducted by province and city in '81, fecal specimens were fixed in SAF solution and examined by the formalin-ether concentration technique. High prevalence of parasitic infection in ana before the 1960s can be easily understood from the data given by the Ministry of Health and Social Affairs in 1967. From a parasite control point of view, the 1960s was the preparatory period particularly for control of soil-transmitted helminthiasis. Several organizations which have contributed to parasite control were founded in this period and the prevention law of parasitic infections was passed in '66. In the '70s, overall prevalence rates of the common intestinal parasitic infections, which were highly prevalent in the past were turned into reduction phase for the first time. The '80s can be said to be an active control period of parasitic infections. Intestinal helminths According to the reports of the national prevalence survey on parasitic infections, the prevalence of helminthic infections was 84.3%(number of person examined:24,887) in '71, 63.2%(27,178) in '76, and 41.1%(35,018) in '81. By area, the prevalence rate in '81 was 35.1%(20,569) in urban areas and 49.6%(14,447) in rural areas. Intestinal nematodes Ascaris lumbricoides The prevalence of Ascaris infection has decreased significantly in recent years. Among students, the prevalence was 55.4%, in '69 and decreased to 4.7% in '83. In the national prevalence surveys, the prevalence decreased to 13.0% in '81 from 54.9% in '71. By area, the prevalence decreased to 8.5% in '81 from 46.4% in '71 in urban area and 19.4% in '81 from 59.6% in '71 in rural area. By age, the prevalence has become in recent years relatively even in all age groups, although higher prevalence used to be seen in young age groups of around 10 years old, particulary in the highly prevalent rural areas. By sex, the prevalence was higher in the female than in the male. Unfertilized egg positive rates among the ascariasis cases increased gradually up to 55.4% on the average in '81. The intensity of the infection was also significantly decreased. Trichuris trichiura Trichuris infection had also decreased to 23.4% in '81 from 65.4% in '71. By area, the decreasing tendency of the prevalence became faster in urban areas than in the rural areas. The prevalence in urban and rural areas in '71 was 69.7%, and 63.1% respectively and decreased to 19.5% and 29.0% respectively in '81. By age, the prevalence reached a peak at the 10-14 age group and showed relatively even distribution throughout all age groups. By sex, the prevalence was close in young age groups, but in the 30s or over age group, especially in rural area, the prevalence was significantly higher in the female than in the male. The prevalence has much fluctuated depending in the area. The prevalence in rural areas surveyed in the '80s shows a range between 20.9% and 73.7% by locality. It is anticipated that the prevalence of Trichuris infection will drop more rapidly, when mass treatment is conducted. Hookworms Hookworm infection by mostly Ancylostoma duodenale and a few by Necator americanus has decreased to a negligible levels in recent years. In the national prevalence surveys, the prevalence was 10.7% in '71, 2.2% in '76, and 0.5% in '81. The prevalence was higher in rural areas than in urban areas. Wide application of multi-specific anthelminthics in the ascariasis control programmes conducted in the past decade appear to have been effective against hookworm infection. Trichostrongylus orientalis As in the case with hookworm infection, the prevalence of Trichostrongylus infection has reached a negligible levels. In the national prevalence surveys, the prevalence was 7.7% in '71, 1.0% in '76 and 0.2% in '81. Enterobius vermicularis In the national prevalence survey in '81, the egg positive rate was 12.0%. Higher prevalence is expected when examined repeatedly. The prevalence rate was 10.3% in urban area and 14.6% in rural area. In recent surveys conducted in rural areas among schoolchildren, the prevalence was 32.4% in Gimhae Gun in '82 and 64.1% in Yeongyang Gun in '83. By age, the egg positive rate was higher in young age groups of around 10 and sharply decreased in age groups of around 20 and then somewhat increased again in middle age groups. By sex, the prevalence was higher in the female than in the male. Strongyloides stercoralis Strongyloides stercoralis infection has rarely been found in Korea. Three cases were reported in 1914. And 0.1-0.5% were found infected out of 2,642 persons examined at the prisoner-of-war camp on Geojedo in 1956. One case was reported in '54 and '82, respectively. Anisakis spp. No systematic survey has been conducted for anisakiasis In Korea. So far, only several cases have been found 1 case in Seoul in '71, 5 cases in Busan in '81 and 1 case in Busan in '84. Intestinal trematodes Metagonimus yokogawai In the national prevalence survey conducted in 1981, the egg positive rate was 1.24% on the average. High endemic areas are located in the southwestern part of Korea. The prevalence in Hadong Gun was 29.1% on the average in '79. In a survey conducted in 76, the prevalence was 44.0% in Gwangyang, 55.0% in Gogseung and 29.0% in Gurye. The infection is closely correlated with raw sweetfish consumption in these areas. Other intestinal trematodes A human case of Heterophyes heterophyes was reported in 1914. Several species were reported in the '80s : 17 cases of Fibricola seoulensis, 9 cases of Pygidiopsis summa, 8 cases of Heterophyes heterophyes nocens, 1case of Heterophyopsis continua, 2 cases of Stellantchasmus falcatus, 1 case of Stictodora sp., 1 case of Echinostoma hortense, and 4 cases of Echinochasmus japonicus. As the intermediate hosts, snakes and frogs play a role for F.seoulensis and fish for the rest of the species. Intestinal cestodes Taenia saginata and T. solium Egg positive rates in the national prevalence survey were 0.7% in '76 and 1.1% in '81. The prevalence in '81 was 0.6% in urban area and 1.8% in rural area. The proglottid positive rate in Jeju Do was 19.2% on the average. On Udo, Jeju Do in 1983, the egg positive rate among the inhabitants was 2.9%. Hymenolepis nana In the national prevalence survey, egg positive rates were 0.6% in '76 and 0.4% in '81. No difference was seen in the prevalence by area and sex. Hymenolepis diminuta Infected cases were reported : 3 in '64 and I in '66. Egg positive rate in '81 was 0.01% in the national prevalence survey. Diphylobothrium latum So far, about 30 cases have been reported. The cases have been reported more frequently in recent surveys. Mesocestoides sp. A case was reported from a hospitalized patient in Seoul in '67. Spirometra erinacei Two cases were reported in '84 following reidentification of the adult worms collected in '74. Intestinal protozoa Out of a total of 23 species of human protozoan infections in Korea, 13 species were reported as intestinal protozoa : Entamoeba histolytica, E coli, Endolimax nana, Iodamoeba b$\ddot{u}$tschlii, Dientamoeba fragilis, Giardia lamblia, Chilomastix mesnilii, Embadomonas sp., Enteromonas hominis, Trichomonas hominis, Isospora belli, I. Hominis(Sarcocystis hominis), and Balantidium coli. Since the first report on intestinal protozoan infections in 1925, there have been quite a few survey data on the prevalence of the infection. It was found reviewing the data chronologically that up to the early '70s the infection was prevalent around a 30-50%. After that, the protozoan cyst positive rate has shown the tendency of gradual decrease throughout the country. Protozoan cyst survey conducted in Seoul and several provinces in 1981 revealed infection rates of 8.9%(1,310) in Gangweondo, 10.7%(1,703) in Gyenggi Do, 11.7%(1,032) in Jeonra Buk Do, 9.1%(4,116) in Jeonra Nam Do, and 1.4%(5,275) in Seoul. Entamoeba histolytica In the survey conducted by province in '81, the cyst positive rate was 0.8% in Gangweon-do, 0.3% in Gyeonggi Do, 1.4% in both Jeonra Buk Do and Jeonra Nam Do, and 0.2% in Seoul. Giardia lamblia In the survey by province in '81, cyst positive rates were 2.2% in both Gyeonggi Do and Jeonra Buk Do, 1.9% in Jeonra Nam Do, 0.5% in Gangweon Do, and 0.9% in Seoul. Balantidium coli Two cases were reported. One in 1930 and the other in '74. Isospora belli and I. Hominis(Sarcocystis hominis) Isospora belli was reported : 1 case in '56 and 3 cases in '66. I. Hominis, recently identified to be synonymous with Sarcocystis hominis, was reported : 3 cases in '66. Other intestinal protozoa The protozoan parasites other than the above mentioned are generally treated as commensal, although some of them are considered to be pathogenic. The data of '81 show that about 10% of the inhabitants are still infected with protozoa.

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홍콩 소비자의 식생활 라이프스타일에 따른 HMR 소비실태와 제품개발 요구도 (Home Meal Replacement Consumption Status and Product Development Needs according to Dietary Lifestyle of Hong Kong Consumers)

  • 백은진;이현준;홍완수
    • 한국식품영양과학회지
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    • 제46권7호
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    • pp.876-885
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    • 2017
  • 본 연구의 목적은 홍콩 소비자를 대상으로 가정식사대용식(HMR, Home Meal Replacement) 제품의 소비실태와 HMR 제품 개발 요구도를 파악하고, 식생활 라이프스타일에 따른 HMR 시장세분화 전략을 제시하고자 하였다. 홍콩 전문기관에 등록된 패널 중 가정식사대용식을 이용한 경험이 있는 소비자 521명을 대상으로 온라인 설문조사를 통해 수집된 자료를 SPSS(ver. 23.0) 통계 프로그램을 이용하여 분석하였다. 홍콩 소비자의 식생활 라이프스타일에 따른 군집별 HMR 구입 특성은 HMR 유형별 구매횟수, 구매장소, 1회 구매 시 비용, 구매이유 등 모든 항목에서 집단 간 유의적인 차이를 나타냈다. 식생활 라이프스타일에 따라 '식생활 고관심 집단', '식생활 중관심 집단', '식생활 저관심 집단'으로 군집을 나누었으며, HMR 제품 개발 요구도는 '식생활 고관심 집단'은 저염 식품> 발열식 편의식> 저당 식품> 저칼로리 식품 순으로, '식생활 중관심 집단'은 저염 식품> 저당 식품> 저칼로리 식품> 영양적 완전식품 순으로, '식생활 저관심 집단'은 저당 식품> 저염 식품> 다양한 신메뉴> 휴대가 간편한 건조식품 순으로 집단 간 차이를 보여주었다. 군집별 '식생활 고관심 집단'은 남성의 비율이 높았고 연령대로는 20~29세의 젊은 층이며, 직업은 사무 관리직과 기혼의 비율이 높았다. HMR 구매 시 1회 비용은 15,000~20,000원 미만이 가장 높게 조사되었다. '식생활 중관심 집단'은 여성과 남성의 비율이 비슷하게 나타났으며, 연령대로는 30~39세, 기혼의 비율이 높게 나타났다. HMR 구매 시 1회 비용으로는 10,000원 미만과 10,000~15,000원대의 중 저가격대를 구매하는 것으로 나타났다. '식생활 저관심 집단'은 여성과 미혼 그리고 사무 관리직의 비율이 높았으며, HMR 구매 시 1회 비용은 10,000원 미만의 비율이 가장 높아 상대적으로 다른 집단보다 저가의 HMR 제품을 구입하는 것으로 나타났다. 홍콩시장 진출을 위한 세분시장별 HMR 제품 개발 및 마케팅 전략을 제시하면 다음과 같다. '식생활 고관심 집단'은 식생활 관심이 높은 집단으로 시장세분화 전략의 집중과 투자가 이루어져야 할 집단으로 생각된다. HMR 제품 유형의 대안으로는 현재 홍콩 소비자들이 관심을 보이는 건강 웰빙에 주목하여 영양적인 면을 고려한 프리미엄급의 HMR 제품, 건강을 코드로 한 제품 개발이 필요하며, 식품안전관리인증기준(HACCP)에 근거한 식재료 선택의 진정성과 안전성까지 고려해야 할 것이다. '식생활 중관심 집단'은 안전과 건강을 중요시하며 HMR 제품의 미각 요인에 관심을 가지는 집단으로 맛에 중점을 둔 다양한 HMR 신제품의 출시가 필요하리라 생각된다. '식생활 저관심 집단'은 간편성과 편의성을 추구하는 집단으로 간편하여 추가적인 조리가 필요 없는 완성된 음식으로 시간을 절약할 수 있으며, 가격의 합리화가 이루어져야 할 것이다. 앞으로 HMR 제품의 방향은 건강을 코드로 하여 집에서 만드는 것과 같은 맛과 정성까지 고루 갖추며, 편의성을 고려한 HMR 제품이 필요한 때이다. 이를 위해서는 유기농, 친환경 식재료를 사용하고 고객의 편리성을 극대화할 수 있도록 반조리 제품의 다양화가 필요할 것이다. 또한, 소량, 소포장, 12시간 이내에 소비자에게 배송되는 서비스, 바코드나 QR코드로 영양성분이나 조리법까지도 알 수 있는 서비스 등 간편과 웰빙을 추구하는 홍콩 소비자의 니즈를 반영한 HMR 제품의 출시에 기업과 정부의 지속적인 노력이 필요할 것으로 생각된다. 본 연구 결과는 HMR 제품 개발을 위한 마케팅 전략에 필요한 기초 자료로 활용될 수 있을 것이며, 수출용 HMR 제품 개발에 소비자의 니즈가 반영된 신제품의 방향을 제시하여 산업적 활용 전략을 구축하기 위한 시장세분화 전략에 기초 자료를 제공하고자 하였다.