• Spatial Information Research
• /
• 제19권5호
• /
• pp.37-46
• /
• 2011

봄 가뭄탐지를 위한 위성영상 활용을 위해 중 저해상 위성영상인 Landsat TM(Thematic Mapper) 영상을 이용하여 기존의 봄철 가뭄 해석에 많이 사용되어온 정규식생지수(NDVI: Normalized Difference Vegetation Index)이외에 MSI(Moisture Stress Index), MidIR Index, II (Infrared Index) 지수들의 가뭄분석 활용가능성을 알아보고자 하였다. 이를 위해 경상북도 영천시를 대상으로 무강수일수에 따른 영상을 선정하여 DN(Digital Number)값의 특성 및 상관성을 분석하고 이와 더불어 가뭄지수와의 비교 분석을 실시하였다. 그 결과 NDVI와 MSI 및 II 지수는 높은 상관관계를 보였으나, MidIR은 낮은 상관관계를 보였으며, 가뭄지수와의 분석에서도 MSI 및 II 지수는 강한 상관관계를 보여주었다. 따라서 MSI와 II 지수를 이용한 가뭄연구를 통해 정보의 다양성 및 정확도를 높일 수 있을 것으로 판단된다.

• 한국작물학회:학술대회논문집
• /
• 한국작물학회 2022년도 추계학술대회
• /
• pp.88-88
• /
• 2022

Detection of stress responses in crops is important to diagnose crop growth and evaluate yield. Also, the multi-spectral sensor is effectively known to evaluate stress caused by nutrient and moisture in crops or biological agents such as weeds or diseases. Therefore, in this experiment, multispectral images were taken by an unmanned aerial vehicle(UAV) under field condition. The experiment was conducted in the long-term fertilizer field in the National Institute of Crop Science, and experiment area was divided into different status of NPK(Control, N-deficiency, P-deficiency, K-deficiency, Non-fertilizer). Total 11 vegetation indices were created with RGB and NIR reflectance values using python. Variations in nutrient content in plants affect the amount of light reflected or absorbed for each wavelength band. Therefore, the objective of this experiment was to evaluate vegetation indices derived from multispectral reflectance data as input into machine learning algorithm for the classification of nutritional deficiency in rice. RandomForest model was used as a representative ensemble model, and parameters were adjusted through hyperparameter tuning such as RandomSearchCV. As a result, training accuracy was 0.95 and test accuracy was 0.80, and IPCA, NDRE, and EVI were included in the top three indices for feature importance. Also, precision, recall, and f1-score, which are indicators for evaluating the performance of the classification model, showed a distribution of 0.7-0.9 for each class.

• 한국농공학회논문집
• /
• 제66권3호
• /
• pp.25-37
• /
• 2024

Global warming-induced drought inflicts significant socio-economic and environmental damage. In Korea, the persistent drought in the southern region since 2022 has severely affected water supplies, agriculture, forests, and ecosystems due to uneven precipitation distribution. To effectively prepare for and mitigate such impacts, it is imperative to develop proactive measures supported by early monitoring systems. In this study, we analyzed the spatiotemporal changes of multiple evapotranspiration-based drought indices, focusing on the flash drought event in the southern region in 2022. The indices included the Evaporative Demand Drought Index (EDDI), Standardized Precipitation Evapotranspiration Index (SPEI) considering precipitation and temperature, and the Evaporative Stress Index (ESI) based on satellite images. The Standardized Precipitation Index (SPI) and SPEI indices utilized temperature and precipitation data from meteorological observation stations, while the ESI index was based on satellite image data provided by the MODIS sensor on the Terra satellite. Additionally, we utilized the Evaporative Demand Drought Index (EDDI) provided by the North Oceanic and Atmospheric Administration (NOAA) as a supplementary index to ESI, enabling us to perform more effective drought monitoring. We compared the degree and extent of drought in the southern region through four drought indices, and analyzed the causes and effects of drought from various perspectives. Findings indicate that the ESI is more sensitive in detecting the timing and scope of drought, aligning closely with observed drought trends.

• 동아시아식생활학회지
• /
• 제18권5호
• /
• pp.651-661
• /
• 2008

The mother's obesity-related stress and it's association with obesity, food intake, and physical activity in both mothers and their children were determined. Based on self-reports from 470 mothers, obesity stress of mothers were scored by using a five-point Likert scale; only low and high stress scores were used in this study. The perceptions of mothers' weights and their children's weights, mothers' Body Mass Indices (BMI), and preschoolers' Weight-Length Indices (WLI)(%) were also determined. The obesity stress of mothers was significantly associated with the mothers' BMI (high stress: $23.5{\pm}2.4$ vs. low stress: $19.6{\pm}1.7$, p<0.05), but not with their children's obesity. Mothers with a high obesity stress reported a higher percentage of family history of obesity (62.1% vs. 38.3%, p<0.001) than mothers with low obesity stress. Compared to mothers with low obesity stress, mothers with high stress had lower correct-perceptions about their weights (p<0.05) but higher correct-perceptions for their children's weights. Almost 54.5% of mothers with high stress reported watching television 2 or more extra hours per day, compared with 32.2% of mothers with low stress (p<0.05). More children of mothers with high stress had long hours of daily TV viewing than children of mothers with low stress (36.0% vs. 15.3%, $X^2=10.491$, p<0.05). Mothers with high stress reported lower intake of protein-rich foods (p=0.01) and vegetables (p=0.039), but a higher intake of snacks (p=0.009), compared to mothers with low stress. More children of mothers with high stress reported eating high fat snacks or high sugar snacks everyday, but this was not statistically significant. In conclusion, high obesity stress in mothers were greatly associated with their BMI and their inactive life style, including long TV viewing hours per day and unbalanced food intakes, which can lead their children becoming inactive and obese. Special attention is recommended for overstressed mothers and their children, especially those who enjoy long hours of TV viewing.

• 셀메드
• /
• 제8권3호
• /
• pp.12.1-12.7
• /
• 2018

The study was designed to assess antioxidant and antidyslipidaemic effects of terpenoid-rich extract from the root of Aristolochia ringens V. Hyperglycemia-induced oxidative stress and dyslipidemia were established in rats by single intraperitoneal administration of 65 mg/kg bw streptozotocin. Based on therapeutic dose determined in previous study, streptozotocin-induced rats were orally administered with 75 and 150 mg/Kg bw of A. ringens extract for 14 days. Total protein, serum lipid profiles and biomarkers of oxidative stress in liver and kidney of the experimental rats were determined. Atherogenic and cardiovascular disease risk indices were computed. Streptozotocin-induced hyperglycaemia significantly (p < 0.05) decreased activities of superoxide dismutase, catalase and glutathione transferase as well as the amount of reduced glutathione in both tissues indicating oxidative stress induced kidney and liver injury due to glucotoxicity. In comparison to non-treated hyperglycaemic rats, activities of the antioxidant enzymes and concentration of glutathione-H were significantly (p < 0.0001) increased, whereas malondialdehyde was reduced in the tissues of rats treated with both 75 and 150 mg/Kg bw of the extract. The extract also caused significant (p < 0.001) reduction in elevated levels of total cholesterol, triglycerides and low density lipoprotein-cholesterol levels, whereas concentration of the attenuated high density lipoprotein-cholesterol was increased in serum of the treated rats. Reduced atherogenic and cardiac risk indices were projected for the A. ringens extract-treated groups. Results from this study showed that extract from A. ringens root was rich in terpenoids and may reduce risks of complications associated with hyperglycemia-induced oxidative stress and dyslipidemia.

• 대한원격탐사학회:학술대회논문집
• /
• 대한원격탐사학회 2008년도 International Symposium on Remote Sensing
• /
• pp.80-83
• /
• 2008

Diverse researches using vegetation index have been carried out to monitor spring droughts that have frequently occurred since 2000. The strength of the drought monitoring using vegetation index lies in that it can reflect characteristics of satellite images: large area coverage, cyclicity, and promptness. However, vegetation index involve uncertainly caused by diverse factors that affect vegetation stress. In this study, multi-temporal vegetation index is compared with the most representative meteorological drought indices like PSDI, SPI. Based on the results from analyses, usability of vegetation index as a tool of drought analysis is proposed.

• Journal of Ginseng Research
• /
• 제12권1호
• /
• pp.1-10
• /
• 1988

인삼을 $15^{\circ}C$에서 $30^{\circ}C$까지 $5^{\circ}C$ 차이로 구분하여 일중 온도변이를 두어 19일간 암하에서 길러 지상부 재생장효율을 조사하였으며 생육적온 $15^{\circ}C$를 제한 온도를 적산한 6개 열장해지수와 5개의 생장효율과의 직선상관을 조사하였다. 총생산효율(지상부건중/근중감소량)은 최적온인 $15^{\circ}C$ / $15^{\circ}C$에서 37.5%이고 최고온인 30/$30^{\circ}C$에서 12.3%였다. 유지호흡을 보정한 순생산효율{(지상부중+지상부유지호흡량)/(근중감량-유지호흡량)}은 각기 39.6%와 16.7%였다. 모든 열장해지수는 모든 생장효율과 부상관(p=0.001)을 보였으며 온도차가 없는 경우와 너무 큰 경우를 보정한 열장해지수가 가장 큰 상관계수를 보였다. 열장해지수는 근중감소량과 유의 부상관, 유지호흡량과는 유의 정상관을 보였다. 지상부 생장량은 생장효율 및 근중감소량과 유의 정상관, 열장해지수와는 부상관을 보였다. 이상의 결과에서 열장해는 호흡소모가 아니고 재생장에 필요한 기질공급의 저해이며 그로 인해 생장효율이 저하되는 것으로 보인다. 생육적온에서도 재생장효율은 심히 적었으며 생육부진의 원인으로 보인다.

• 농업과학연구
• /
• 제45권1호
• /
• pp.58-65
• /
• 2018

Meat quality includes technological quality attributes, consumer acceptance, and credence characteristics. In terms of credence characteristics, animal welfare is one of the most interesting topics to both consumers and the livestock industry. Consumers prefer meat produced from livestock that has been raised in low stress and ecofriendly environments. The livestock industry cares about animal welfare to meet the requirements of consumers. Animal welfare is closely associated with the stress and physiological response of livestock to stress. Moreover, stress just before slaughter (i.e., pre-slaughter stress) has negative effects on not only animal welfare but also ultimately on meat quality. It is well-documented that pre-slaughter stress can influence ante- and post-mortem biological changes of the muscles, especially their metabolic properties and metabolites. The metabolic properties and metabolites contents also can modulate the postmortem changes of the muscles. Conversion of muscles to meat during postmortem is a very important process because it determines ultimately the meat quality. Thus, understanding pre-slaughter stress and physiological responses to stress in farm animals is important for animal welfare and meat quality. The purpose of this paper was to examine the concept of stress, physiological responses to stress, measurement of stress, and the relationships between stress indices and meat quality traits.

• 한국강구조학회 논문집
• /
• 제17권3호통권76호
• /
• pp.375-384
• /
• 2005

본 논문은 T형 스티프너를 이용한 콘크리트 충전각형강관-H형강보 접합부의 응력전달 메카니즘을 유한요소해석을 통해 정확히 이해하고, T스티프너에 관한 설계기본자료를 제공하는데 그 목적이 있다. 선행된 실대형 접합부의 실험결과에서 나타난 문제점을 파악하기 위해 실험체와 동일한 형상의 비선형 유한요소해석을 수행하여 결과를 비교하였다. 접합부의 응력전달 메카니즘을 이해하기 위해 T형 스티프너의 형상을 변수로 하여 주요 부위의 여러 응력 및 변형도 지수를 사용하였다. 해석 모델은 크게 T형스티프너 상세에 따라 3개의 계열로 분류하였다. 유한요소해석을 통한 변수해석의 결과를 이용하여 보플랜지와 수평스티프너 접합부의 응력집중을 감소시킬 수 있는 방안을 모색하였다. 접합부 상세에 따른 여러 지수의 변화를 토대로 하여 T형 스티프너의 설계를 위한 기본자료와 최소 크기를 제시하였다.

• Journal of Animal Science and Technology
• /
• 제62권6호
• /
• pp.875-883
• /
• 2020

This study was conducted to investigate the effects of group-housing facility (GHF), compared to an individual confinement stall (CON), on the reproductive performance, behavior, and stress hormones of gestating sows. A total of 50 primiparous sows (Landrace × Yorkshire) were randomly allocated into either CON (n = 25) or GHF (n = 25) during the gestation period. One week before parturition, the sows were transferred into conventional farrowing crates, and cross-fostering was conducted within 1 d of delivery. Blood was collected for analyses of stress indices at 75 d of gestation and postpartum. Reproductive performance was estimated during the period of birth to weaning. Behavior patterns were identified at 90 d of gestation. Litter size was not different between the CON and GHF treatments. Weaning to estrus interval, however, tended to be lower in the GHF than in the CON (p < 0.1). Activity, treating, belly nosing, and exploring behaviors were observed only in the GHF group, whereas rubbing was shown only with the CON. Serum cortisol concentration was lower in the GHF than in the CON at 75 d of gestation (p < 0.05). Sows housed in the GHF showed lower epinephrine and norepinephrine concentrations than those housed in the CON at postpartum (p < 0.05). The GHF sows demonstrated more natural behavior characteristics associated with stress relief than the CON sows with no adverse effects on reproductive performance. Therefore, these results suggest that GHF could be applied as an alternative housing facility to improve animal welfare on swine farms.