• 전기전자학회논문지
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• 제28권2호
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• pp.150-157
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• 2024

본 논문은 딥러닝 기반 객체 탐지 모델과 다항 회귀모델을 이용하여 사과나무에 열린 사과의 개수를 예측할 수 있는 새로운 알고리즘을 제안한다. 사과나무에 열린 사과의 개수를 측정하면 사과 생산량을 예측할 수 있고, 농산물 재해 보험금 산정을 위한 손실을 평가하는 데에도 활용할 수 있다. 사과 착과량 측정을 위해 사과나무의 앞면과 뒷면을 촬영하였다. 촬영된 사진에서 사과를 식별하여 라벨링한 데이터 세트를 구축하였고, 이 데이터 세트를 활용하여 1단계 객체 탐지 방식의 CNN 모델을 학습시켰다. 그런데 사과나무에서 사과가 나뭇잎, 가지 등으로 가려진 경우 영상에 포착되지 않아 영상 인식 기반의 딥러닝 모델이 해당 사과를 인식하거나 추론하는 것이 어렵다. 이 문제를 해결하기 위해, 우리는 두 단계로 이루어진 추론 과정을 제안한다. 첫 번째 단계에서는 영상 기반 딥러닝 모델을 사용하여 사과나무의 양쪽에서 촬영한 사진에서 각각의 사과 개수를 측정한다. 두 번째 단계에서는 딥러닝 모델로 측정한 사과 개수의 합을 독립변수로, 사람이 실제로 과수원을 방문하여 카운트한 사과 개수를 종속변수로 설정하여 다항 회귀 분석을 수행한다. 본 논문에서 제안하는 2단계 추론 시스템의 성능 평가 결과, 각 사과나무에서 사과 개수를 측정하는 평균 정확도가 90.98%로 나타났다. 따라서 제안된 방법은 수작업으로 사과의 개수를 측정하는 데 드는 시간과 비용을 크게 절감할 수 있다. 또한, 이 방법은 딥러닝 기반 착과량 예측의 새로운 기반 기술로 관련 분야에서 널리 활용될 수 있을 것이다.

• 한국동물학회지
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• 제5권1호
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• pp.30-34
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• 1962

For the purposeof examining DDT influences to fruit-filies, Drosophila Melanogaster , authors observed the number of eggs laid and hatching rate of them treated with various concentrations of DDT. The results obtained were summarized as follows : 1. There was a significant difference between treated and non-treated groups in the number of eggs laid. 2. The number of eggs laid in the treated groups was gradually decreased as the DDT-concentration increases. 3. The hatching rate of the treated larvae was not significantly different from that of the non-treated , while a distinct difference between treated group and non-treated one was seen when DDT treatment was given to the adults. 4. The average number of eggs laid by a non-treated fly for 15 days was 216. The curves for the number of eggs laid in both the treated and non-treated groups for 15 days revealed almost similar patterns, although the treated groups laid the largest : number of eggs in the forth day, while in the non-treated one it is seen in the sixth day after counting eggs.

• 한국환경농학회지
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• 제38권3호
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• pp.166-172
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• 2019

블루베리의 소과비율 증가는 시장 경쟁력 하락과 수확생산성 악화로 농가의 채산성을 악화시킨다. 본 연구는 래빗아이 블루베리를 대상으로 적화 시기, 방법에 따른 과실특성, 생산성을 구명하여 농가현장에 적용하고자 수행하였다. 시험수는 8년생 'Brightwell'를 주 대상으로 하였으며, 수분수로 'Powderblue'를 사용하였다. 엽과비에 따른 과실크기 분포는 착과량이 다양한 127주의 'Brightwell'을 대상으로, 주당 1개의 결과모지를 선정하여 잎과 과실수를 계수하였다. 적화시기에 따른 효과 구명을 위해 꽃눈 발달 단계별로 구분하여 착화량의 50%를 제거하였고, 이때 소요되는 시간과 과실특성을 조사, 비교하였다. 블루베리 과중과 당도는 엽과비와 같은 경향으로 증가했으며, 직경 13 mm미만, 이상으로 구분한 과실크기 분포비율은 엽과비 2.5수준에서 반전되었다. 꽃눈 발달단계별 손 적화 속도는 만개기(Full bloom) 적화가 가장 빨랐으며, 발아초기(Bud swell) 적화가 가장 늦었다. 적화시기에 따른 과중과 직경 13 mm 미만 소과비율은 조사품종 모두 무 적화와 비교해 뚜렷한 차이를 나타냈으나 주당 수량은 유의차가 없었다. 소과비율은 두 품종 모두 적화시기가 늦을수록 증가하는 경향이었으며, 낙화기(Petal fall) 적화는 무적화와 유사한 결과를 나타냈다. 누적 수확량 90%에 도달한 시점은 'Brightwell'은 만개기(Full bloom) 적화, 'Powderblue'는 발아초기(Bud swell), 만개기(Full bloom) 적화처리에서 가장 빨리 도달했다. 이는 무 적화와 비교하여 수확이 각각 25일, 20일 빨랐다. 따라서 본 연구는 적화 정도에 따른 효과는 품종에 따라 차이가 있지만, 적화는 조기 집약수확과 대과비율 및 수확생산성 증가에 효과적이었음을 확인하였고, 적화효율성을 높이기 위해서는 만개기(Full bloom) 전에 결과지 선단 화총의 하단부 꽃눈을 제거하는 것이 효과적일 것으로 사료된다.

• Preventive Nutrition and Food Science
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• 제10권4호
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• pp.364-371
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• 2005

This study was performed to evaluate effects of dietary variety scores (DVS) and dietary diversity scores (DDS) on the nutritional quality of the diets of Korean college students, and to examine the association between food group intake patterns and nutritional adequacy. This study examined the relationship of dietary diversity scores (DDS), dietary variety scores (DVS), and food group intake patterns with nutrient intakes using 24-hour recall data (n=.358). The .DDS was calculated from the sum of each of the five food groups consumed as a score of 'I'. DVS was determined by counting the number of food items consumed daily. Food group intake patterns were expressed with the presence or omission of five major food groups-dairy, meat, grain, fruit, and vegetable. The four most prevalent food group patterns and the proportion of the population reporting them were as follows; no dairy and fruit, $23\%;\;no\;dairy,\;20\%;$ no dairy, meat, and fruit, $15\%$; all food groups, $14\%$. Even though the DDS or DVS was higher, the majority of this study population failed to meet the Korean RDA for calcium in both genders and iron in women. Higher DVS scores $(\geq31)$, within all DDS groups, were associated with the largest proportion of individuals consuming more than $75\%$ of the Korean RDA for selected nutrients. The consistency of these results indicates that screening diets to evaluate the overall dietary variety and variety among the major food groups including food group intake patterns provide meaningful information about their quality.

• 한국자원식물학회지
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• 제28권5호
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• pp.656-664
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• 2015

고품질 수박을 생산하기 위하여 서로 다른 염색체 배수화제를 처리하여 3가지 4배체 육종라인(‘SA03-1’, ‘SA06-1’ and ‘SB01-1’)을 개발하였다. 최적의 4배체 유기조건들을 조사하기 위하여, 3가지 육종라인들의 4배체는 공변세포의 배수화된 엽록체 수를 조사하는 것으로 선발하였다. 4배체 유기율은 배수화제의 종류와 유전자형에 따라 다르게 나타났다. 가장 높은 4배체 유기율은 colchicine 1.0%에서 82.2%로 가장 높게 나타났다. 이들 잠재적인 4배체 라인들의 배수성은 flow cytometer와 염색체 수 분석을 이용하여 재확인하였다. 확보된 4배체 육종라인들의 절간은 그들 2배체와 비교하여 4배체와 유사하거나 짧게 나타난반면, 잎의 크기는 4배체에서 더크게 나타났다. 과중은 ‘SA03-1’, ‘SB01-1’ 라인에서는 다소 감소하였고, 과피 두께와 당도는 ‘SB01-1’라인에서만 2배체와 차이를 보여주었다. 4배체 육종라인은 수정능력을 가지고 있었고 종자는 열매마다 ‘SA03-1’ (21개), ‘SA06-1’ (62개), ‘SB01-1’ (34.7개)로 수확되었으며, 4배체 종자는 그들의 2배체보다 더 크고 두터웠다. 이러한 4배체 품종 육성 결과는 씨없는 수박의 신품종 육성을 위해 유용하게 활용될 것으로 기대된다.

• 식물병연구
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• 제12권3호
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• pp.240-248
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• 2006

Control of white rot which is one of the most serious apple diseases in Korea has mainly relied on periodical spray of protective fungicides. As the main inoculum source of the disease is pycnidiospores produced in the warts formed on affected stems of apple tree, it can be conceivable that inhibition of spore production might be an effective means for controlling the disease. Inhibitory efficacy of eight selected fungicides against sporulation of the fungus was assessed by counting the number of spores produced at detached warts treated with the fungicides of recommended dilution. They showed diverse effect on sporulation. Carbendazim and azoxystrobin suppressed sporulation almost completely, the former irreversively. Thiram and folpet promoted sporulation as producing much more number of spores than untreated control. Others showed almost no effect on sporulation. Effects of suppression and promotion in the sporulation shown by the fungicides on the control of white rot were examined by incidences of disease and infection at the plots adopted the spray programs of which the fungicide at late May was substituted by carbendazim, azoxystrobin, folpet and thiram, respectively. Disease incidence and infection frequency at the plots sprayed former two chemicals which suppressed sporulation were much lower than those of the plots adopted latter two chemicals and untreated plot at which the fungicide spray was skipped at that time. These facts were reconfirmed in the experiments conducted with carbendazim and thiram, in which 100 fruits were bagged just prior to each spray from late May to late July for elucidating the effect of the two fungicides on the action of subsequent ones. Disease incidence and infection frequency on the fruit bagged just prior to each spray were gradually increased as the seasons going on. The increase rate at the carbendazim plot was much lower than that of thiram. Especially, the fruit infected till late July at the carbendazim plot were almost completely cured by the three fungicides, iminoctadine-triacetate, tebuconazole and samzinwang, a combined formular of iminoctadine-triacetate and difenoconazole, sprayed at late July and hence. In thiram plot, infected fruit were also cured by the 3 fungicides but not remarkable. From these results, it can be concluded that control efficiency of white rot can be greatly enhanced by selecting the fungicide capable of suppress the sporulation of white rot fungus at the season when the mass dispersal of spores is not initiated.

• 한국자원식물학회지
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• 제8권2호
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• pp.175-182
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• 1995

This study was carried out to investigate the check shelling distribution of Lindera erythrocarpa Makino in Kanghwa Island, MT. Suri, Kyunggido and MT. Kaya, Chungchongnamdo. The results were as follows : The total distribution area of Linedra erythrocarpa where are Jeondeung temple and Jugsu temple Kanghwa Island, MT. Suri, Kyunggido and MT. Kaya, Chungchongnamdo was 344.4ha and the total number of Linedra erythrocarpa was 3,224. The total number of femle Linedra erythrocarpa was625(22.2%) except the seedlings under 2cm of DBH(Diameter breast of height). For the estimation of tree age by counting of tree rings, the regression equation was Y=1.79X+9.47($R^2$=0.83, DBH=cm). The soil acidity of stands studied was $pH4.6{\sim}pH5.8$. And the soil acidity of Seoul was $pH4.2{\sim}pH4.5$ So for the Planting Linedra erythrocarpa in Seoul area, the soil acidity of planting area should be changed to $pH4.6{\sim}pH5.8$. The flower size of and female of Linedra erythrocarpa was 5.96mm, 3.66mm, respectively. The length of petiole of male and female of Linedra erythrocarpa was 5.96mm, 3.66mm, respectively. The length of petiole of male and female of Linedra erythrocarpa was 5.96mm, 3.66mm, respectively. And the number of flowers per flowering bud of male and female were 13.4, 11.2, respectively. The flowering period of Lindera erythrocarpa in Suwon was 21 days from May 2 to May 22. And The leaf continuing period of Lindera erythrocarpa in Suwon was 203 days from April 7 to October 27. And the fall-foliage color continuing period was 10 days from October 18 to October 27. The fruit continuing period of Lindera erythrocarpa in Suwon was 61 days from September 26 to November 26.

• Journal of Nutrition and Health
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• 제39권3호
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• pp.274-285
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• 2006

The differences in food consumption between highly educated, married, unemployed and employed women were analyzed by food group and common food item intake, DDS (dietary diversity score), and DVS (dietary variety score) & DVSS (dietary variety score including condiment). In food group intake, the total amount of food intake of the unemployed women (1,554.0 g) were significantly higher than those of the employed (1,477.9 g), while the amount of food from fungi and mushrooms (4.2 g), seaweeds (2.4 g), and fish and shellfish (60.5 g) of the unemployed women was significantly lower than those of the employed. And the amount of meat, poultry and their products (102.8 g), eggs (29.9 g), and animal oil and fats (4.0 g) was significantly higher than those of the employed. Moreover, the common food items of the unemployed women were ranked as eggs (29.7 g), pork (28.9 g), chicken (27.2 g), and beef (26.7 g) at 7, 8, 9, and 10, respectively. When counting the major food groups consumed, DDS=4 has the highest proportion in both groups (unemployed 47.4%, employed 49.1 %). In case of the subjects who had not consumed one particular food group in DDS=4, dairy group was the first (83%), followed by fruit, meat, and vegetables. This order is same in other DDS levels. In dietary variety score (DVS & DVSS), the average number of foods consumed per day of employed women was higher than those of the unemployed. The level of DVSS in the employed women (31.9), especially, is significantly higher than in the unemployed women (30.6). Consequently, highly educated women should pay more attention to increasing dairy intake, and they have need of various foods, over thirty foods without condiments in their diet every day. In addition, encouraging unemployed women to have a nutritionally balanced diet, and offering nutrition education and guidance, such as appropriate choices about animal foods, are needed.

• Journal of Nutrition and Health
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• 제31권3호
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• pp.343-353
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• 1998

To assess the food intake and diet quality of Korean adults living in rural areas , a dietary survey using a one day 24-hour recall method was conducted with 2037 subjects over 30 years of age living in Yeonchon-gun , Kyungki province of Korea. Eighty percent of total food intake was in the form of vegetable food and the rest in the form o fanimal food . Diet quality was assessed by food group pattern, dietary diversity score(DDS), and dietary variety score(DVS). When counting the major food groups consumed (DDs), 47% of subjects had a DDS of 3 and 31% of subjects had a DDs of 4. On average, subjects habitually consumed 14.9 different foods daily, with the mean score of diet variety (DVS) for males(14.4) being significantly lower than for females (15.2). Persons who had higher DDSS also had higher DVSS(p<0.001). As the DDs increased , MAR(Mean adequacy ratio) improved. Correlation coefficients between NAR(nutrient adequacy ratio) and DVS ranged from r=0.34 for vitamin C to re=0.51 for vitamin B$_2$. NAR also improved as the number of foods or food groups consumed increased (p<0.001). Associations between the NAR of most nutrients with DVS was better than those with DDS. Based on these results, the food intake of the study subjects was not adequate, especially with regards to the dairy and fruit groups . Dietary diversity (DDS) and especially dietary variety (DVS) would be useful in assess nutrient intake because of their associations with total diet quality.

• 생명과학회지
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• 제14권1호
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• pp.61-66
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• 2004

식용식물 Capsicum annuum L., Lactucs dentata Makino., Sedum sarmentosum Bunge, Perilla frutescens Brit., Agastache rugosa Kuntz, Equisetum arvense L., Chrysanthemum coronarium, Arctium lappa, Cinnamomum camphora Sibe.들의 MCF-7 mammary gland adenocarcinoma cell line에 대한 증식억제효과를 관찰하기 위해 MTT 비색정량법을 이용하였다. 그 결과 Cupsicum annuum L. 추출시료를 첨가한 경우에 MCF-7세포의 성장은 현저한 감소를 보였으며, 결과에서 분명한 항암효과를 관찰할 수 있었다. 특히 Capsicum annuum L. leaf은 1 $\mul/ml$ 첨가에서 35,3%의 증식억제효과를 보였고, 2.5 $\mul/ml$에서 42.9%, 7.5 $\mul/ml$에서 94.8%의 세포성장억제를 관찰할 수 있었다. Capsicum annuum L. fruit unripen 추출물 10 $\mul/ml$에서 75%, 25 $\mul/ml$에서 80%의 성장억제률을 보였다. Equisetum arvense L. 와 Lactuca dentata Makino. var. flaviflora Makino에서도 세포성장이 억제됨을 관찰할 수 있었으며, Lactuca dentata Makino. var. flaviflora Makino추출시료 첨가군에서는 10 $\mul/ml$ 첨가에서 30%, 25 $\mul/ml$에서 52%의 성장억제률을 보였다. Equisetum arvense L.은 10 $\mul/ml$ 첨가군에서 11%, 25 $\mul/ml$에서 25%의 성장억제률을 보였다. 배양세포의 형태변화를 관찰해 본 결과에서도, 첨가시료가 Capsicum annuum L. leaf인 경우 착상이 어렵고 3일부터는 세포탈락과 세포파괴가 일어나기 시작하여 6일째엔 거의 모든 세포에서 세포사현상이 관찰되었다. 그리고 Capsicum annuum L. fruit unripen와 Lactuca dentata Makino. var. flaviflora Makino 추출액을 첨가한 경우에도 배양4일에 세포의 변형과 성장지연이 관찰되었으며, 8일째에 파괴되기 시작하여 배양14일과 19일에 많은 세포사현상의 파편들이 관찰되었다. Equisetum arvense L.는 배양4일에 세포성장은 지연되었으나 여전히 잘 자랐으며 일부세포에서 변형이 관찰되었다. 12일째에도 성장은 계속되었고 일부세포만이 변형을 보였으며 18일째에도 비슷한 결과로 관찰되었다.