• 제목/요약/키워드: Data Disturbance

검색결과 779건 처리시간 0.025초

독거노인의 외로움과 수면의 관계 (Association between Sleep and Loneliness in the Elderly Living Alone)

  • 최유정;이경규;이석범;김경민;김도현;이정재
    • 정신신체의학
    • /
    • 제28권2호
    • /
    • pp.168-176
    • /
    • 2020
  • 연구목적 외로움과 수면의 질 저하는 노인에게서 흔히 나타나는 증상이다. 하지만 우리나라에서 노인의 외로움과 수면의 관계에 대해서는 연구된 바는 거의 없다. 본 연구는 독거노인의 외로움과 수면의 질의 연관성을 보고자 하였다. 방 법 본 연구는 천안 지역에 거주하는 독거노인 1,090명을 대상자로 시행되었다., 훈련된 간호사의 면담과 외로움 척도, 피츠버그 수면의 질 지수(Pittsburgh Sleep Quality Index, PSQI), 인구사회학적 정보, 신체 건강상태(Cumulative illness rating scale, CIRS), 인지기능, 단축형 노인우울척도 등의 자가설문지를 통해 조사하였다. 통계분석은 인구학적 변인과 외로움 척도 간의 관계를 탐색하기 위해 기술적 통계분석을 시행하였으며 외로움과 수면의 질의 연관성을 확인하기 위해 단변량 및 다중회귀분석을 사용하였다. 결 과 외로움군의 평균 PSQI 점수(9.2±4.2)는 정상군(7.3±3.7)에 비해 통계적으로 유의하게 높았다(student-t test, p<0.001). 성별, 기분장애 및 상관분석에서 유의성을 보인 변수를 통제한 다중회귀분석에서 외로움은 전체 PSQI 총점(standardized β=0.065, p=0.025), 수면방해(standardized β=0.086, p=0.005), 수면제 사용(standardized β=0.065, p=0.034)과 유의한 연관성을 보였다. 결 론 외로움은 수면문제와 연관성을 보였으며 이는 독거노인의 수면의 질 저하에 외로움이 위험요인이 될 수 있음을 의미한다. 독거노인의 외로움을 줄이기 위한 개입은 수면의 질을 호전시키고 신체 및 정신 질환을 줄일 수 있을 것이다. 따라서 독거노인의 외로움을 예방하고 줄일 수 있는 지역사회 기반의 보건복지 정책이 필요함을 시사한다.

장기 카메라트래핑 모니터링 자료를 활용한 도시근교의 고라니 및 멧돼지 일주기성 연구 (Diel Activity Patterns of Water Deer (Hydropotes inermis) and Wild Boar (Sus scrofa) in a Suburban Area Monitored by Long-term Camera-Trapping)

  • 한윤하;신원협;김지환;김도희;윤지원;이석영;김용환;이승현;송영근
    • 한국환경복원기술학회지
    • /
    • 제27권2호
    • /
    • pp.55-65
    • /
    • 2024
  • This study aimed to figure out diel activity patterns of water deer and wild boar, whose habitat is disturbed by human activity in a suburban area. Photographic data of water deer and wild boar collected by 18 camera traps from January 2021 to November 2022 was categorized into four diel periods (dawn, day, dusk, and night), and converted into frequencies per 100 CTD (Camera Trap-Days) for seasonal and spatial diel activity pattern analysis. Water deer exhibited intense nocturnality in fall, and wild boar did in fall and winter. During the fall, water deer's night-time capture rate was the highest (61.9%), and day-time photographic rate was the lowest (13.9%) among other seasons. During the fall and winter, wild boar's night-time photographic rate was relatively high (77.6%, 78.0%, respectively), and day-time photographic rate was relatively low (0.7%, 1.8%) in comparison with other seasons. In spatial diel activity analysis, both water deer and wild boar showed a tendency to avoid humans, especially near trails during day-time hours. The day-time photographic rate of water deer in trail-near group was 12.1% and trail-far group was 24.6%. The day-time photographic rate of wild boar was 3.4%, 5.7%, respectively. Because the diel activity patterns of wildlife reflect human disturbance, this study provides useful ecological information for developing appropriate management plans for the coexistence of water deer and wild boar in suburban areas.

카메라 트래핑 기법과 YOLO-X 알고리즘 기반의 도시 야생동물 탐지 및 분석방법론 개발 (Development of Urban Wildlife Detection and Analysis Methodology Based on Camera Trapping Technique and YOLO-X Algorithm)

  • 김경태;이현정;전승욱;송원경;김휘문
    • 한국환경복원기술학회지
    • /
    • 제26권4호
    • /
    • pp.17-34
    • /
    • 2023
  • Camera trapping has been used as a non-invasive survey method that minimizes anthropogenic disturbance to ecosystems. Nevertheless, it is labor-intensive and time-consuming, requiring researchers to quantify species and populations. In this study, we aimed to improve the preprocessing of camera trapping data by utilizing an object detection algorithm. Wildlife monitoring using unmanned sensor cameras was conducted in a forested urban forest and a green space on a university campus in Cheonan City, Chungcheongnam-do, Korea. The collected camera trapping data were classified by a researcher to identify the occurrence of species. The data was then used to test the performance of the YOLO-X object detection algorithm for wildlife detection. The camera trapping resulted in 10,500 images of the urban forest and 51,974 images of green spaces on campus. Out of the total 62,474 images, 52,993 images (84.82%) were found to be false positives, while 9,481 images (15.18%) were found to contain wildlife. As a result of wildlife monitoring, 19 species of birds, 5 species of mammals, and 1 species of reptile were observed within the study area. In addition, there were statistically significant differences in the frequency of occurrence of the following species according to the type of urban greenery: Parus varius(t = -3.035, p < 0.01), Parus major(t = 2.112, p < 0.05), Passer montanus(t = 2.112, p < 0.05), Paradoxornis webbianus(t = 2.112, p < 0.05), Turdus hortulorum(t = -4.026, p < 0.001), and Sitta europaea(t = -2.189, p < 0.05). The detection performance of the YOLO-X model for wildlife occurrence was analyzed, and it successfully classified 94.2% of the camera trapping data. In particular, the number of true positive predictions was 7,809 images and the number of false negative predictions was 51,044 images. In this study, the object detection algorithm YOLO-X model was used to detect the presence of wildlife in the camera trapping data. In this study, the YOLO-X model was used with a filter activated to detect 10 specific animal taxa out of the 80 classes trained on the COCO dataset, without any additional training. In future studies, it is necessary to create and apply training data for key occurrence species to make the model suitable for wildlife monitoring.

계획송신방법에 의한 초음파 반사노이즈 제거 (Reflection Noise Rejection of Ultrasonic Sensor using Scheduling Firing Method)

  • 진태석
    • 한국정보통신학회논문지
    • /
    • 제16권1호
    • /
    • pp.41-47
    • /
    • 2012
  • 본 논문에서는 초음파 송신 시간을 일정 패턴으로 계획하여 송신하고 연속해서 수신되는 거리 데이터 값을 이전상태의 데이터를 통해 예측된 거리값으로 매핑 시키는 알고리즘을 제시하였다. 에러값에 대한 패턴을 인식하여 다중반사에 의한 에러를 판별 및 제거할 수 있다. 그리고 이동 로봇을 이용하여 다중반사 환경에서 실험을 통하여 거리값의 손실 없이 정확한 데이터를 획득할 수 있음을 실험을 통하여 보였다. 이동로봇에 다양한 센서기술들을 이용하여 실내에서 활용하기 적합한 지능적 역할을 수행할 수 있는 다목적용 자율 이동 로봇에 환경인식을 위한 다중 초음파센서를 장착하여 초음파 반사에 따른 크로스토크 실험결과를 제하였다. 또한, 기존 로봇에 장착된 초음파를 이용하여 계획송신(Scheduling firing)방법을 적용하여 임의의 환경에서의 실험결과를 통해 제시한 방법에 대한 유효성을 검증하였다.

Effect of Preexisting Musculoskeletal Diseases on the 1-Year Incidence of Fall-related Injuries

  • Lee, Won-Kyung;Kong, Kyoung-Ae;Park, Hye-Sook
    • Journal of Preventive Medicine and Public Health
    • /
    • 제45권5호
    • /
    • pp.283-290
    • /
    • 2012
  • Objectives: People who have chronic diseases, as well as gait imbalance or psychiatric drug use, may be susceptible to injuries from falls and slips. The purpose of this study was to evaluate the effect of musculoskeletal diseases on incidental fall-related injuries among adults in Korea. Methods: We analyzed data from the 4th Korea National Health and Nutrition Examination Survey (2007-2009), which are national data obtained by a rolling survey sampling method. The 1-year incidence of fall-related injuries was defined by health service utilization within the last year due to injury occurring after a slip and fall, and musculoskeletal diseases included osteoarthritis, rheumatoid arthritis, osteoporosis, and back pain. To evaluate the effects of preexisting musculoskeletal diseases, adults diagnosed before the last year were considered the exposed group, and adults who had never been diagnosed were the unexposed group. Results: The weighted lifetime prevalence of musculoskeletal disease was 32 540 per 100 000 persons. Musculoskeletal diseases were associated with a higher risk of fall-related injury after adjustment for sex, age, residence, household income, education, occupation, visual disturbance, paralysis due to stroke, and medication for depression (odds ratio [OR], 1.41; 95% confidence interval [CI], 1.03 to 1.93). As the number of comorbid musculoskeletal diseases increased, the risk of fall-induced injuries increased (p-value for trend <0.001). In particular, patients who had any musculoskeletal condition were at much higher risk of recurrent fall-related injuries (OR, 6.20; 95% CI, 1.06 to 36.08). Conclusions: One must take into account the risk of fall-related injuries and provide prevention strategies among adults who have musculoskeletal diseases.

중환자실내 병원성 요로감염 실태와 전파경로: Imipenem Resistant P. aeruginosa[IRPA]의 분자역학적 특성을 중심으로 (Status of Nosocomial Urinary Tract Infections in the ICU: Molecular Epidemiology of Imipenem Resistant P. aeruginosa)

  • 유성미;전성숙;강인순;안혜경
    • 대한간호학회지
    • /
    • 제36권7호
    • /
    • pp.1204-1214
    • /
    • 2006
  • Purpose: This retrospective study was done to evaluate the status of nosocomial urinary tract infections and to determine the risk factors and transmission route of causal IRPA through molecular epidemiology. Method: Two hundred ninety-nine of 423 patients admitted to the internal medicine and surgery ICU at a university hospital incity B had a positiveurine culture. Twelve of the 299 patients who had a urinary tract infection had IRPA strains. The data was collected from November 1, 2004 to January 31, 2005. The following results were obtained after the data was analyzed using percentile and UPGMA. Result: The rate of nosocomial urinary tract infections in the ICU was 10.8%. Therewere 16.8 cases of infection based on the period of hospitalization. There were 16.9 cases of infection based on the use of a foley catheter. The rate of nosocomial urinary tract infection in the ICU and urinary tract infections related to IRPA were higher in patients with the following characteristics: men, old age, admission through the emergency room, longer than seven days admission, severity of admitting causes, disturbance of consciousness, hydration less than 300cc in 24hours, a long course of antibiotics, a long period of foley catheterization and perineal care. Most of the microorganisms that caused the urinary tract infection were gram negative bacilli, among which P. aeruginosa was found in 70 patients (18.5%) and IRPA in 12 (4.0%). Among the 12 IRPA strains that were tested with PFGE, eight showed a dice coefficient higher than 80%, suggesting a genetic relationship. They were related with the period of hospitalization in the same ICU. These patients all received direct care for a urinary tract infection. Conclusion: Through these results, IRPA can be consideredas a contributing factors to urinary tract infections thus, active preventative measures are needed by the medical staff.

항암화학요법을 받고 있는 한국 대장암 환자의 삶의 질 영향 요인 (Factors Influencing Quality of Life during Chemotherapy for Colorectal Cancer Patients in South Korea)

  • 백영애;이명선
    • 대한간호학회지
    • /
    • 제45권4호
    • /
    • pp.604-612
    • /
    • 2015
  • Purpose: The purpose of this study was to investigate the levels of physical symptoms, anxiety, depression, and quality of life (QOL) during chemotherapy for colorectal cancer patients in South Korea and to identify factors influencing their QOL. Methods: Data were collected from 144 colorectal cancer patients receiving chemotherapy during 2012 at one general hospital located in Seoul. Physical symptoms were measured by the M. D. Anderson Symptom Inventory-Gastrointestinal Cancer Module, and anxiety and depression were measured by the Hospital Anxiety Depression Scale. QOL was measured by the Functional Assessment of Cancer Therapy-Colorectal. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, $Scheff{\acute{e}}$ post hoc test, Pearson correlation and stepwise multiple regression. Results: Mean age of the participants was 56.6 and most of them were not employed. In terms of cancer stage, 38.2% were in stage 3, followed by stage 4 (34.7%). The most frequent symptom was lack of appetite, followed by sleep disturbance and fatigue. The mean score for anxiety was 5.40 with a prevalence of 23% and that of depression 8.85 with a prevalence of 64.6%. The mean score for quality of life was 81.93 out of 136 and 75.3% of the variance in QOL was explained by depression, symptoms, anxiety, treatment place, and occupational status. Depression was the strongest predictive factor. Conclusion: Oncology professionals need to pay special attention to relieving depression as well as physical symptoms to improve QOL during chemotherapy for colorectal cancer patients.

기상해일사례분석을 통한 기상해일발생 임계조건 도출 (A Study on the Meteorological Threshold of the Meteo-Tsunami Occurrence in the Yellow Sea, Korea)

  • 최요환;김현수;우승범;김명석;김유근
    • 한국환경과학회지
    • /
    • 제27권1호
    • /
    • pp.11-25
    • /
    • 2018
  • Both the propagation velocity and the direction of atmospheric waves are important factors for analyzing and forecasting meteo-tsunami. In this study, a total of 14 events of meteo-tsunami over 11 years (2006-2016) are selected through analyzing sea-level data observed from tidal stations along the west coast of the Korean peninsula. The propagation velocity and direction are calculated by tracing the atmospheric disturbance of each meteo-tsunami event predicted by the WRF model. Then, the Froude number is calculated using the propagation velocity of atmospheric waves and oceanic long waves from bathymetry data. To derive the critical condition for the occurrence of meteo-tsunami, supervised learning using a logistic regression algorithm is conducted. It is concluded that the threshold distance of meteo-tsunami occurrence, from a propagation direction, can be calculated by the amplitude of air-pressure tendency and the resonance factor, which are found using the Froude number. According to the critical condition, the distance increases logarithmically with the ratio of the amplitude of air-pressure tendency and the square of the resonance factor, and meteo-tsunami do not occur when the ratio is less than 5.11 hPa/10 min.

폐도로 생태복원을 위한 시험시공지 평가 연구 - 경부선 영동군 황간지역 시험시공지에 대한 시공 후 7년 시점의 추적조사 - (A Study on the Test Bed Evaluation for the Ecological Restoration of Unused Road - Focused on the Experimental Construction Site in Young Dong Province of GyungBu Expressway(Seven years after construction.) -)

  • 전기성
    • 한국환경복원기술학회지
    • /
    • 제19권5호
    • /
    • pp.47-57
    • /
    • 2016
  • In the recent years, the incidence of abandoned concrete roads have been increasing rapidly due to road improvements and facilities route construction, these abandoned expressway and unused roads are scattered throughout the country but the management system is not clear, they does not be an effectively managed because there is no maintenance cost. In response to these social concern and expectation, the Korea Expressway Corporation that is management authority of the expressway is developing policy initiatives and various projects to restore the closed road to ecological for eco-friendly projects of the existing expressway. And as part of these projects, Hwanggan IC unmanaged abandoned concrete roads restoration project was done and it was conducting monitoring for ecological restoration that is not one-off but sustainable. After test construction over seven years at the time, test construction of four ways enforced but the boundaries have become blurred over time. And Pinus koraiensis, Callicarpa dichotoma and Sorbaria stellipilla var. typica planted in the site are dominating, else Amorpha fruticosa and Indigofera pseudotinctoria sowed are dominating. Invasive species is that Robinia pseudoacacia was growing in the colony. Over monitoring result time, the vegetation was taking root and the ecosystem was being restore. But the disturbance of vegetation happens due to planting of tree species that doesn't fit in the restoration area and advent of ecosystem Disturbing Species. The study will be providing a basic data that identify change of plant environment by monitoring of the site and soil environment during June to November 2016 and secure an objective evaluation data by analyzing the effects of ecological restoration for revegetation test bed evaluation for ecological restoration of expressway in ecological restoration construction in later.

FDR를 위한 RDWT에 의한 주파수 추정 기법 (Frequency Estimation Method using Recursive Discrete Wavelet Transform for Fault Disturbance Recorder)

  • 박철원;반우현
    • 전기학회논문지
    • /
    • 제60권8호
    • /
    • pp.1492-1501
    • /
    • 2011
  • A wide-area protection intelligent technique has been used to improve a reliability in power systems and to prevent a blackout. Nowadays, voltage and current phasor estimation has been executed by GPS-based synchronized PMU, which has become an important way of wide-area blackout protection for the prevention of expending faults in power systems. As this technique has the difficulties in collecting and sharing of information, there have been used a FNET method for the wide-area intelligent protection. This technique is very useful for the prediction of the inception fault and for the prevention of fault propagation with accurate monitoring frequency and frequency deviation. It consists of FDRs and IMS. It is well known that FNET can detect the dynamic behavior of system and obtain the real-time frequency information. Therefore, FDRs must adopt a optimal frequency estimation method that is robust to noise and fault. In this paper, we present comparative studies for the frequency estimation method using IRDWT(improved recursive discrete wavelet transform), for the frequency estimation method using FRDWT(fast recursive discrete wavelet transform). we used the Republic of Korea 345kV power system modeling data by EMTP-RV. The user-defined arbitrary waveforms were used in order to evaluate the performance of the proposed two kinds of RDWT. Also, the frequency variation data in various range, both large range and small range, were used for simulation. The simulation results showed that the proposed frequency estimation technique using FRDWT can be the optimal frequency measurement method applied to FDRs.