• Title/Summary/Keyword: Lead in air

Search Result 621, Processing Time 0.024 seconds

Multi-task Learning Based Tropical Cyclone Intensity Monitoring and Forecasting through Fusion of Geostationary Satellite Data and Numerical Forecasting Model Output (정지궤도 기상위성 및 수치예보모델 융합을 통한 Multi-task Learning 기반 태풍 강도 실시간 추정 및 예측)

  • Lee, Juhyun;Yoo, Cheolhee;Im, Jungho;Shin, Yeji;Cho, Dongjin
    • Korean Journal of Remote Sensing
    • /
    • v.36 no.5_3
    • /
    • pp.1037-1051
    • /
    • 2020
  • The accurate monitoring and forecasting of the intensity of tropical cyclones (TCs) are able to effectively reduce the overall costs of disaster management. In this study, we proposed a multi-task learning (MTL) based deep learning model for real-time TC intensity estimation and forecasting with the lead time of 6-12 hours following the event, based on the fusion of geostationary satellite images and numerical forecast model output. A total of 142 TCs which developed in the Northwest Pacific from 2011 to 2016 were used in this study. The Communications system, the Ocean and Meteorological Satellite (COMS) Meteorological Imager (MI) data were used to extract the images of typhoons, and the Climate Forecast System version 2 (CFSv2) provided by the National Center of Environmental Prediction (NCEP) was employed to extract air and ocean forecasting data. This study suggested two schemes with different input variables to the MTL models. Scheme 1 used only satellite-based input data while scheme 2 used both satellite images and numerical forecast modeling. As a result of real-time TC intensity estimation, Both schemes exhibited similar performance. For TC intensity forecasting with the lead time of 6 and 12 hours, scheme 2 improved the performance by 13% and 16%, respectively, in terms of the root mean squared error (RMSE) when compared to scheme 1. Relative root mean squared errors(rRMSE) for most intensity levels were lessthan 30%. The lower mean absolute error (MAE) and RMSE were found for the lower intensity levels of TCs. In the test results of the typhoon HALONG in 2014, scheme 1 tended to overestimate the intensity by about 20 kts at the early development stage. Scheme 2 slightly reduced the error, resulting in an overestimation by about 5 kts. The MTL models reduced the computational cost about 300% when compared to the single-tasking model, which suggested the feasibility of the rapid production of TC intensity forecasts.

Effect of CuO Additions on Microstructures and Piezoelectric Properties of the 0.4Pb$(Mg_{1/3}Nb_{2/3})O_3-0.25PbZrO_3-0.35PbTiO_3$ Ceramics (CuO 첨가에 따른 0.4Pb$(Mg_{1/3}Nb_{2/3})O_3-0.25PbZrO_3-0.35PbTiO_3$ 세라믹스의 압전특성과 미세조직의 변화)

  • Jeon, So-Hyun;Kim, Min-Soo;Jeong, Soon-Jong;Kim, In-Sung;Song, Jae-Sung
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
    • /
    • 2008.11a
    • /
    • pp.194-194
    • /
    • 2008
  • Lead oxide based ceramics, represented by PZT, are the most widely used materials for piezoelectric actuators, sensors, and transducers due to their excellent piezoelectric properties. In particular, high-performance multilayered piezoelectric ceramics for advanced electronic components have drawn great attention. In order to develop piezoelectric ceramics capable of being sintered at low temperature for multilayer piezoelectric device applications, the effect of CuO additions on the microstructures and electromechanical properties of the 0.4Pb$(Mg_{1/3}Nb_{2/3})O_3-0.25PbZrO_3-0.35PbTiO_3$ ceramics was investigated. The samples with CuO addition were synthesized by ordinary sintering technique. X-ray diffractions indicated that all samples formed a single phase perovskite structure. The addition of CuO improved the sinterability of the samples and caused an increase in the density and grain size at low temperature. The optimum sintering temperature was lowered by CuO additions. Excellent piezoelectric and electromechanical responses, $d_{33}$ ~ 663 pC/N, $k_p$ ~ 0.72, were obtained for the samples of high density with 0.1 wt% CuO addition sintered at $1050^{\circ}C$ for 4 h in air. These results show that the piezoelectric properties of PMNZT ceramics can be improved by controlling the microstructure and this system is potentially a good candidate as multilayer piezoelectric device for a wide range of electro-mechanical transducer applications.

  • PDF

Clinical Reviews of Spontaneous Hemopneumothorax (자연성 혈기흉의 임상 양상)

  • Kim, Jung-Tae;Chang, Woon-Ha
    • Journal of Chest Surgery
    • /
    • v.40 no.9
    • /
    • pp.613-616
    • /
    • 2007
  • Background: Spontaneous hemopneumothorax is a rare disease and can be life threatening; it occurs in $1{\sim}12%$ of patients with spontaneous pneumothorax. We analyzed clinical reviews and treatments, as well as complications of spontaneous hemopneumothorax patients that were treated to aid in the optimal management. Material and Method: We studied retrospectively 30 cases with spontaneous hemopneumothorax for 11 years, from 1995 to 2006, at our hospital. Result: All the patients were male and most of the patients were under 30 years. The sides with the disorder were as follows: right in 15 cases and left in 15 cases. Patients showed mostly initial symptoms of chest pain, dyspnea and hypovolemic shock. All patients underwent a closed thoracostomy and 27 patients underwent surgery. Chemical pleurodesis was peformed because of postoperative persistent air leakage and one case was treated in the ICU due to re-expansion pulmonary edema, There were no other complications such as fibrothorax seen during the follow-up periods. Conclusion: The most important finding is proper initial management, as the spontaneous hemopneumothorax can potentially lead to a life-threatening condition. Recently, video assisted thoracoscopic surgery (VATS) is common procedure for general thoracic surgery and overcomes the weak points of performing a thoracotomy. The results of VATS are encouraging.

Low price type inspection and monitoring system of lithium ion batteries for hybrid vessels (하이브리드 선박용 리튬 배터리의 저가형 감시시스템 구현)

  • Kwon, Hyuk-joo;Kim, Min-kwon;Lee, Sung-geun
    • Journal of Advanced Marine Engineering and Technology
    • /
    • v.40 no.1
    • /
    • pp.28-33
    • /
    • 2016
  • Batteries are used for main power engine in the fields such as mobiles, electric vehicles and unmanned submarines, for starter and lamp driver in general automotive, for emergency electric source in ship. These days, lead-acid and the lithium ion batteries are increasingly used in the fields of the secondary battery, and the lead-acid battery has a low price and safety comparatively, The lithium ion battery has a high energy density, excellent output characteristics and long life, whereas it has the risk of explosion by reacting with moisture in the air. But Recently, due to the development of waterproof, fireproof, dustproof technology, lithium batteries are widely used, particularly, because their usages are getting wider enough to be used as a power source for hybrid ship and electric propulsion ship, it is necessary to manage more strictly. Hybrid ship has power supply units connected to the packets to produce more than 500kWh large power source, and therefore, A number of the communication modules and wires need to implement the wire inspection and monitor system(WIIMS) that allows monitoring server to transmit detecting voltage, current and temperature data, which is required for the management of the batteries. This paper implements a low price type wireless inspection and monitoring system(WILIMS) of the lithium ion battery for hybrid vessels using BLE wireless communication modules and power line modem( PLM), which have the advantages of low price, no electric lines compared to serial communication inspection systems(SCIS). There are state of charge(SOC), state of health(SOH) in inspection parts of batteries, and proposed system will be able to prevent safety accidents because it allows us to predict life time and make a preventive maintenance by checking them at regular intervals.

Effect of Sulfur Dioxide and Hydrogen Fluoride on Rice Plant Growth in Industrial Estate (공업단지 주변에서의 아황산가스 및 불화수소가 수도 생육에 미치는 영향)

  • Wan Cheol, Park;Kwang-Ho Kim;Ki Joon, Kim
    • KOREAN JOURNAL OF CROP SCIENCE
    • /
    • v.36 no.1
    • /
    • pp.17-21
    • /
    • 1991
  • The study was performed to investigate the effects of gaseous emission of sulfur dioxide and hydrogen fluoride on the growth of rice plant under stressed field conditions. This study is specifically dealt with multiple effects of sulfur dioxide and hydrogen fluoride on various plant growth indicators such as leaf damage, weight of grain, panicles per hill, spikelets per panicle and percent fertility. It appears that there is a good correlation between ambient concentrations of sulfur oxides and sulfur contents found in leaves with an average correlation coefficient of 0.868 within a 1% significance level. A better multiple correlation was found between percent leaf damage and sulfur and fluorine contents found in leaf with a significance of 1% level. The correlation coefficient ranges from 0.807 to 0.978 with an average being 0.922. An evaluation of data observed has demonstrated that both panicles per hill and percent fertility are significantly affected by air pollutants. As expected, hydrogen fluorides have more effects than sulfur oxides. It is, however, interesting to note that spikelets per panicle has slightly been affected while no indication of effects on l000-grain weight has been observed. This may lead to a conclusion that a reduction in yield of rice under polluted field conditions may have more been caused by the diminution panicles per hill and percent fertility rather than by the diminution of spikelets per panicle and grain weight.

  • PDF

The Study of RIA Development Direction using Suggestion System (제안제도를 활용한 RIA 발전 방향에 관한 연구)

  • Shin, Young-Kyun;Chun, Jun-Hong;Kim, Yeon-Ok;Lee, Seon-Ho;Kim, Seong-Ho;Yoo, Seon-Hee
    • The Korean Journal of Nuclear Medicine Technology
    • /
    • v.15 no.1
    • /
    • pp.106-112
    • /
    • 2011
  • Purpose: Until now, the process was improved by the needs of experimenters personally. But recently, suggestion system in hospital has been activated in various ways. So the department of nuclear medicine laboratory is also aware of the need of operation improvement using suggestion system. It is intend to assist in the development by sharing excellent suggestion cases with other hospitals. Material & Method: A total of 124 suggestion cases from January 2007 to March 2010 were analyzed. Suggestion cases were divided into customer satisfaction, cost reduction, improved testing methods, equipment, environmental improvement, and computational system. Result: Suggestion cases of environmental improvement and computational system were accounted for 26.6% as 33 cases, respectively. Suggestion for customer satisfaction is 25.8% as 32 in a total of 124 cases. Conclusion: Activation of the awareness of operation improvement is induced by suggestion system. By securing system of operation improvement, employees' ideas can lead to the production and systematization. Furthermore, it enhances hospital competitiveness and promotes the development of the hospital.

  • PDF

A Study on Lipids Oxidation Boiled Whale Meat’s in Process of Circulation Market (유통되고 있는 삶은 고래고기의 안정성 연구)

  • 최민경;김경옥
    • Korean Journal of Human Ecology
    • /
    • v.7 no.1
    • /
    • pp.33-41
    • /
    • 2004
  • The purpose of the study was to analyze in process of circulation market boiled whale meat's rancidity. oxidative rancidity is oil or fat food depend on oxygen in air oxidative change in quality. boiled whale meat faty come to oxidative rancidity food stability and hygiene reasons for people health poisonous point out, however it is not indication study of support. Accordingly confirm lead into circulation process boiled whale meat's rancidity examination and microorganism examination boiled whale meat's stability whether or not. The result obtained were summarized as follows: 1. Proximate percentage of boiled whale meat(pectoral, pelvic, fin, flank) of moisture and crude lipid and crude protein from samples shown to be : moisture was pectoral 16.4%, pelvic 36.2%, fin 46.2%, flank 19.2%, crude lipid was pectoral 54.1%, pelvic 42.8%, fin 15.8%, flank 40.6%,crude protein was pectoral 29.4%, pelvic 20.5%, fin 29.5%, flank 28.6%. 2. The fatty acid composition of total lipid were composed of pectoral 27.2%, pelvic 28.9%, fin 33.3%, flank 23.4% of oleic acid and pectoral 12.7%, pelvic 11.1%, fin 11.3%, flank 14.0% of palmitic acid pectoral 10.8%, pelvic 7.9%, fin 7.6%, flank 2.1% of docosahexaenoic acid, pectoral 14.2%, pelvic 7.5%, fin 1.9%, flank 7.2% of eicosenoic acid, pectoral 5.1%, pelvic 5.7%, fin 4.4%, flank 5.7% of myristic acid, 16: 0 11∼14 % of high saturated fatty acid. generally most of 18: 1ω9 of boiled whale meat's each portion, 22:6 7∼12%, 20:5 1∼14% of polyenoic fatty acid. 18:3 showen to be 1% make an expection of pectoral and fin portion the total lipid were most of netural lipid's about 90%, monoenic fatty acid were most of 19∼22% of saturated fatty acid, 77∼80% of monoenic fatty acid level of 47∼56% of 18:1 16:1 was markelly high to those of total lipid. 3. The storage number days variation of oxidation were shown to be by stages process favorably the past days of boiled whale meat's acid value for 5days. pectoral the day 0.1, five days 1.3, pelvic the day 0.1, five days 1.6, fin the day 0.3, five days 0.7, flank the day 0.2, five days 0.4. 4. The sealer and wrapper the storage number days variation of boiled whale meat oxidation for 7days were shown to be a stage of sealing, the temperature of a room, pectoral the day 0.1 seven days 0.6, pelvic the day 0.1, seven days 1.3, fin.

  • PDF

Acanthamoeba in Southeast Asia - Overview and Challenges

  • Bunsuwansakul, Chooseel;Mahboob, Tooba;Hounkong, Kruawan;Laohaprapanon, Sawanya;Chitapornpan, Sukhuma;Jawjit, Siriuma;Yasiri, Atipat;Barusrux, Sahapat;Bunluepuech, Kingkan;Sawangjaroen, Nongyao;Salibay, Cristina C.;Kaewjai, Chalermpon;Pereira, Maria de Lourdes;Nissapatorn, Veeranoot
    • Parasites, Hosts and Diseases
    • /
    • v.57 no.4
    • /
    • pp.341-357
    • /
    • 2019
  • Acanthamoeba, one of free-living amoebae (FLA), remains a high risk of direct contact with this protozoan parasite which is ubiquitous in nature and man-made environment. This pathogenic FLA can cause sight-threatening amoebic keratitis (AK) and fatal granulomatous amoebic encephalitis (GAE) though these cases may not commonly be reported in our clinical settings. Acanthamoeba has been detected from different environmental sources namely; soil, water, hotspring, swimming pool, air-conditioner, or contact lens storage cases. The identification of Acanthamoeba is based on morphological appearance and molecular techniques using PCR and DNA sequencing for clinico-epidemiological purposes. Recent treatments have long been ineffective against Acanthamoeba cyst, novel anti-Acanthamoeba agents have therefore been extensively investigated. There are efforts to utilize synthetic chemicals, lead compounds from medicinal plant extracts, and animal products to combat Acanthamoeba infection. Applied nanotechnology, an advanced technology, has shown to enhance the anti-Acanthamoeba activity in the encapsulated nanoparticles leading to new therapeutic options. This review attempts to provide an overview of the available data and studies on the occurrence of pathogenic Acanthamoeba among the Association of Southeast Asian Nations (ASEAN) members with the aim of identifying some potential contributing factors such as distribution, demographic profile of the patients, possible source of the parasite, mode of transmission and treatment. Further, this review attempts to provide future direction for prevention and control of the Acanthamoeba infection.

Study on Characteristics of Change of Physical/Chemical Property in Domestic Aviation Fuel by the Quality Monitoring Analysis (국내 항공유(Jet A-1) 품질모니터링을 통한 물성 변화 특성 연구)

  • Doe, Jin-woo;Youn, Ju-min;Jeon, Hwa-yeon;Yim, Eui-soon;Lee, Joung-min;Kang, Hyung-kyu
    • Journal of the Korean Applied Science and Technology
    • /
    • v.35 no.4
    • /
    • pp.1327-1337
    • /
    • 2018
  • Aviation fuel oil is more strictly controlled than other transport fuels because it can lead to major accidents in the event of a problem. The quality standards of the aircraft are specified by the domestic Korean Standard, the American Society for Testing and Materials and the International Air Transport Association, respectively. From 2016 to 2017, the quality analysis of 6 items such as aromatic content, sulfur content and distillation characteristics was carried out on the jet fuel produced at five domestic refineries. Domestic production of jet fuel has been shown to be in conformity with the quality standards and has been maintained at a constant level throughout the year. Compared with the specification of ASTM and IATA the aromatic content of domestic KS specification is set to be strictly 1.5 wt% higher than the ASTM and IATA setting specification, but it satisfies this specification sufficiently. In addition, other items such as sulfur content, distillation property and flash point satisfied both domestic and international specification.

Improvement in Regional-Scale Seasonal Prediction of Agro-Climatic Indices Based on Surface Air Temperature over the United States Using Empirical Quantile Mapping (경험적 분위사상법을 이용한 미국 지표 기온 기반 농업기후지수의 지역 규모 계절 예측성 개선)

  • Chan-Yeong, Song;Joong-Bae, Ahn;Kyung-Do, Lee
    • Korean Journal of Agricultural and Forest Meteorology
    • /
    • v.24 no.4
    • /
    • pp.201-217
    • /
    • 2022
  • The United States is one of the largest producers of major crops such as wheat, maize, and soybeans, and is a major exporter of these crops. Therefore, it is important to estimate the crop production of the country in advance based on reliable long- term weather forecast information for stable crops supply and demand in Korea. The purpose of this study is to improve the seasonal predictability of the agro-climatic indices over the United States by using regional-scale daily temperature. For long-term numerical weather prediction, a dynamical downscaling is performed using Weather Research and Forecasting (WRF) model, a regional climate model. As the initial and lateral boundary conditions of WRF, the global hourly prediction data obtained from the Pusan National University Coupled General Circulation Model (PNU CGCM) are used. The integration of WRF is performed for 22 years (2000-2021) for period from June to December of each year. The empirical quantile mapping, one of the bias correction methods, is applied to the timeseries of downscaled daily mean, minimum, and maximum temperature to correct the model biases. The uncorrected and corrected datasets are referred WRF_UC and WRF_C, respectively in this study. The daily minimum (maximum) temperature obtained from WRF_UC presents warm (cold) biases over most of the United States, which can be attributed to the underestimated the low (high) temperature range. The results show that WRF_C simulates closer to the observed temperature than WRF_UC, which lead to improve the long- term predictability of the temperature- based agro-climatic indices.