• 제목/요약/키워드: Bad weather

검색결과 156건 처리시간 0.019초

FLARE 타겟을 이용한 다목적위성3호/3A호의 절대복사 검보정 계수 산출 (Experiment of KOMPSAT-3/3A Absolute Radiometric Calibration Coefficients Estimation Using FLARE Target)

  • 진경욱;박대순
    • 대한원격탐사학회지
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    • 제39권6_1호
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    • pp.1389-1399
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    • 2023
  • Field Line of sight Automated Radiance Exposure (FLARE) 시스템을 이용하여 다목적위성3호/3A호의 절대복사 검보정 연구를 수행하였다. FLARE는 미국의 Labshphere사에 의해 개발된 시스템으로 SPecular Array Radiometric Calibration (SPARC) 개념을 적용한 것이다. FLARE는 거울처럼 반사하는 거울 타겟을 사용하여 산란되는 복사에너지의 원인 요소들을 최소화시킨 단순한 복사보정 방법을 제공한다. FLARE 시스템이 장착된 사이트를 통과하는 다목적위성3호/3A호를 이용한 영상자료 획득을 위해 2021년 7월 5일부터 7월 15일 사이에 필드캠페인을 진행하였다. 기상 상황 때문에 여러 번의 관측 자료 가운데 2개의 다목적위성3호 관측자료만이 유효한 샘플 영상으로 확인되었다. FLARE 시스템과 다목적위성3호 관측 자료를 바탕으로 절대복사 검보정 계수를 산출하였다. 7월 7일과 7월 13일 획득된 2개의 FLARE 관측 자료를 통해 계산된 결과는 근적외 채널을 제외하고 1% 이내의 매우 유사한 결과를 보여 주었다. 2021년 8월 획득된 다목적위성3호/3A호 자료를 추가하여 분석한 결과, 현재의 메타 데이터에 할당된 위성들의 이득값들과는 상당한 차이를 보였다. 제한된 획득자료로 인해 FLARE 시스템을 실제 운영 중인 다목적위성3호/3A호에 대한 절대복사 검보정 계수 산출 용도로 사용하기 위해서는 추가적인 연구가 필요할 것으로 판단된다.

계절별 데이터와 농도별 데이터의 학습에 대한 LSTM 기반의 PM2.5 예측 모델 성능 평가 (Performance Evaluation of LSTM-based PM2.5 Prediction Model for Learning Seasonal and Concentration-specific Data)

  • 정용진;오창헌
    • 한국항행학회논문지
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    • 제28권1호
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    • pp.149-154
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    • 2024
  • 미세먼지에 대한 연구는 실시간으로 발전하고 있으며, 예측 모델의 정확도를 향상시키기 위해 다양한 방법이 연구되고 있다. 또한 미세먼지의 정확한 원인과 영향을 파악하기 위해 이러한 다양한 요소들을 고려하는 연구들이 활발히 이루어지고 있다. 본 논문에서는 PM2.5와 상관성이 있는 데이터를 계절을 기준으로 구분하여 학습하는 예측 모델과 특정 농도를 기준으로 저농도와 고농도를 구분하여 학습하는 모델을 통해 예측 성능의 비교 및 분석을 진행하였다. 기상데이터와 대기오염 물질 데이터를 사용하였으며 PM2.5와 상관관계를 확인하여 학습 및 평가를 위한 데이터를 구성하였다. 계절별 예측 모델과 농도별 예측 모델은 LSTM으로 설계하였으며, 세부 파라미터는 하이퍼 파라미터 탐색을 통해 적용하였다. 예측 모델의 성능 평가는 정확도, RMSE, MAPE, 저농도와 고농도 구간에서의 정확도 그리고 AQI를 기준으로 4개의 범위에 대한 정확도로 진행하였다. 성능 평가 결과, 농도별 학습을 진행한 예측 모델이 AQI 기준 "나쁨" 구간의 정확도에서 91.02%의 정확도를 보였으며, 계절별 학습을 진행한 예측 모델보다 전반적으로 좋은 성능을 보였다.

적색과 초적색 LEDs 보광이 '홍로'/M.26 사과의 과실품질에 미치는 영향 (Effect of RED and FAR-RED LEDs on the Fruit Quality of 'Hongro'/M.26 Apple)

  • 강석범;송양익;박무용;권헌중
    • 한국환경농학회지
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    • 제32권1호
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    • pp.42-47
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    • 2013
  • 국내 LEDs 산업의 발달함에 따라 LEDs 가격이 지속적으로 낮아지며 광량과 내구성이 좋은 LEDs가 개발되어 불량한 기후 조건에서 작물의 수량을 증진하기 위하여 시설재배 농가를 중심으로 원예작물에 LEDs 이용을 위한 시도가 이뤄지고 있다. 이에 본 실험은 적색과 초적색 LEDs 보광이 '홍로'/M.26 사과의 과중분포 및 과실품질에 미치는 영향을 구명하여 사과에서 LEDs 보광이 과실의 품질향상에 도움이 될 수 있는지를 구명하기 위하여 실험하였다. 실험 처리는 대조구인 무처리구, 적색광(660nm) 2, 4시간 조사구, 초적색광(730nm) 2, 4시간 조사구의 5처리를 난괴법 3반복으로 실험하였다. LEDs 보광은 일몰후 처리별로 조사하였으며 처리시기는 화아분화기와 착색기에 각각 1개월씩 보광하였다. 실험결과 적색광 LEDs 보광에 의해 대조구에 비해 적색 LED 처리구에서 엽중이 늘어났으나 초적색 LEDs 보광에서는 엽중이 감소하였으며 보광시간이 길어질수록 더욱 감소하였다. 2009년에는 무처리구인 대조구에 비해 LEDs 처리구에서 과중이 증가하였으며 특히 적색광 LEDs 처리구에서 188g 이하의 소과 발생도 없었고 300g 이상 과실도 많았다. 2010년에는 250g 이상 과실이 대조구에 비해 적색광 2, 4시간 보광에서 증가하였으나 초적색광 보광에서는 대조구에 비해 감소하였다. 과실의 경도는 대조구에 비해 초적색광 2, 4시간 보광에서 증가하였으며 당도에서는 큰 차이를 나타내지 않았다. 착색도에 있어서는 적색 LEDs 처리구가 대조구에 비해 Hunter a 값이 낮아지는 경향을 나타냈으나 초적색광에서는 높아지는 경향을 나타냈다. 이상의 결과를 통해 살펴보면, 적색광은 홍로 사과의 과중을 증가시켰으나 초적색광은 Hunter a 값을 높이는 결과를 나타냈다. 이에 앞으로 사과원에서의 LEDs의 효과적인 이용을 위해 적색광과 초적색광 단용처리가 아닌 혼합처리를 하여 각각의 광원의 효과가 상승적으로 작용하는지에 대한 추가적인 연구가 필요할 것으로 판단되었다.

유리구슬을 사용하여 제조된 재귀반사시트의 구조 및 재귀반사 특성 연구 (Structural and Physical Properties of Reflective Sheets Prepared by Using Glass Beads)

  • 임두현;이민호;허민영;안주현;박진우;유지현;김종선;류호석;안효준;김익환
    • Elastomers and Composites
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    • 제46권4호
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    • pp.277-283
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    • 2011
  • 본 연구에서는 유리구슬을 사용하여 일반반사지 및 고휘도 반사지를 제조하여 그들의 반사성능과 물리적 특성을 조사하였다. 유리구슬형 재귀반사 시트의 제조 방법에는 봉입렌즈형과 캡슐렌즈형의 두 가지로 구분될 수 있는데 유리구슬이 공기에 노출되는지 그렇지 않은지를 통해서 구분한다. 유리구슬 위를 덮고 있는 층이 있는 봉입렌즈형은 유리구슬 위의 한 개의 층으로 된 캡슐렌즈형에 비해 악천 후에도 휘도 변화가 거의 없다. 유리구슬의 도포량에 따라 휘도가 달라지므로 최적의 도포량을 조사하였고, 다양한 색상을 지니는 유리구슬 형태의 봉입렌즈형 재귀반사 시트와 캡슐렌즈형 재귀반사 시트를 제조하여 입사각과 관찰각에 따른 재귀반사 시트의 휘도를 조사하여 비교하였다. 공기에 노출되는 캡슐렌즈형 백색 재귀반사 시트의 휘도가 $210.4cd/1x{\cdot}m^2$으로 봉입렌즈형의 $74cd/1x{\cdot}m^2$ 보다 높은 것으로 나타났다. 그리고 세탁전과 후의 휘도변화를 통하여 재귀반사 시트의 세탁력과 점착성능을 분석하였는데, 캡슐렌즈형은 세탁 후 유리구슬의 수가 줄었고 또한 알루미늄 증착면이 훼손되어 증착된 부분이 일어난 것을 확인할 수 있었다.

"감자에 대한 항생제(抗生劑) 피마리신의 통계적(統計的) 효과(效果) 분석(分析)" (INVESTIGATION OF THE EFFECT OF AN ANTIBIOTIC "P" ON POTATOES)

  • 김종훈
    • 품질경영학회지
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    • 제5권2호
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    • pp.59-120
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    • 1977
  • An antibiotic 'P', which is one of the products of the Gist Brocades N. V. is being tested by its research department as fungicide on seed-potatoes. For this testing they designed experiments, with two control groups, one competitor's product, eight formulations of the antibiotic to be tested in different concentrations and one mercury treatment which can not be used in practice. The treated potatoes were planted in three different regions, where bifferent conditions prevail. After several months the harvested potatoes are divided in groups according to their diameter, potato illness is analysed and counted. These data were summarised in percentage and given to us for Analysis. We approached and analysed the data by following methods: a. Computation of the mean and standard deviation of the percenage of good results in each size group and treatment. b. Computation of the experimental errors by substraction of each treatment mean from observed data. c. Description of the frequency table, plotting of a histogram and a normal curve on same graph to check normality. d. Test of normality paper and chi-sqeare test to check the goodness of fit to a normal curve. e. Test for homogeneity of variance in each treatment with the Cochran's test and Hartley's test. f. Analysis of Variance for testing the means by one way classifications. g. Drawing of graphs with upper and lower confidence limits to show the effect of different treatments. h. T-test and F-test to two Control mean and variance for making one control of Dunnett's test. i. Dunnett's Test and calculations for numerical comarision of different treatments wth one control. In region R, where the potatoes were planted, it was this year very dry and rather bad conditions to grow potatoes prevailed during the experimental period. The results of this investigation show us that treatment No.2, 3 and 4 are significantly different from other treatments and control groups (none treated, just like natural state). Treatment no.2 is the useless mercury formulation. So only No. 3 and 4, which have high concentrations of antibiotic 'P', gave a good effect to the potatoes. As well as the competitors product, middle and low concentrated formulations are not significantly different from control gro-ups of every size. In region w, where the potatoes got the same treatments as in region R, prevailed better weather conditions and was enough water obtainable from the lake. The results in this region showed that treatment No. 2, 3, 4, and 5 are Significantly different from other treatments and the control groups. Again No.2 is the mercury treatmentin this investigation. Not only high concentrated formulation of antibiotic 'P', but also the competitor's poroduct gave good results. But, the effect of 'P', was better than the competitors porduct. In region G, where the potatoes got the same treatments as in the regions R and w. and the climate conditions were equal to region R, the results showed that most of the treatments are not significantly different from the control groups. Only treatment no. 3 was a little bit different from the others. but not Significantly different. It seems to us that the difference between the results in the three regions was caused by certain conditions like, the nature of the soil the degres of moisture and hours of sunshine, but we are not sure of that. As a conclusion, we can say that antibiotic 'P' has a good effect on potatoes, but in most investigations a rather high concentration of 'P' was required in formulations.

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항공기(航空機) 사고조사제도(事故調査制度)에 관한 연구(硏究) (A Study on the System of Aircraft Investigation)

  • 김두환
    • 항공우주정책ㆍ법학회지
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    • 제9권
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    • pp.85-143
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    • 1997
  • The main purpose of the investigation of an accident caused by aircraft is to be prevented the sudden and casual accidents caused by wilful misconduct and fault from pilots, air traffic controllers, hijack, trouble of engine and machinery of aircraft, turbulence during the bad weather, collision between birds and aircraft, near miss flight by aircrafts etc. It is not the purpose of this activity to apportion blame or liability for offender of aircraft accidents. Accidents to aircraft, especially those involving the general public and their property, are a matter of great concern to the aviation community. The system of international regulation exists to improve safety and minimize, as far as possible, the risk of accidents but when they do occur there is a web of systems and procedures to investigate and respond to them. I would like to trace the general line of regulation from an international source in the Chicago Convention of 1944. Article 26 of the Convention lays down the basic principle for the investigation of the aircraft accident. Where there has been an accident to an aircraft of a contracting state which occurs in the territory of another contracting state and which involves death or serious injury or indicates serious technical defect in the aircraft or air navigation facilities, the state in which the accident occurs must institute an inquiry into the circumstances of the accident. That inquiry will be in accordance, in so far as its law permits, with the procedure which may be recommended from time to time by the International Civil Aviation Organization ICAO). There are very general provisions but they state two essential principles: first, in certain circumstances there must be an investigation, and second, who is to be responsible for undertaking that investigation. The latter is an important point to establish otherwise there could be at least two states claiming jurisdiction on the inquiry. The Chicago Convention also provides that the state where the aircraft is registered is to be given the opportunity to appoint observers to be present at the inquiry and the state holding the inquiry must communicate the report and findings in the matter to that other state. It is worth noting that the Chicago Convention (Article 25) also makes provision for assisting aircraft in distress. Each contracting state undertakes to provide such measures of assistance to aircraft in distress in its territory as it may find practicable and to permit (subject to control by its own authorities) the owner of the aircraft or authorities of the state in which the aircraft is registered, to provide such measures of assistance as may be necessitated by circumstances. Significantly, the undertaking can only be given by contracting state but the duty to provide assistance is not limited to aircraft registered in another contracting state, but presumably any aircraft in distress in the territory of the contracting state. Finally, the Convention envisages further regulations (normally to be produced under the auspices of ICAO). In this case the Convention provides that each contracting state, when undertaking a search for missing aircraft, will collaborate in co-ordinated measures which may be recommended from time to time pursuant to the Convention. Since 1944 further international regulations relating to safety and investigation of accidents have been made, both pursuant to Chicago Convention and, in particular, through the vehicle of the ICAO which has, for example, set up an accident and reporting system. By requiring the reporting of certain accidents and incidents it is building up an information service for the benefit of member states. However, Chicago Convention provides that each contracting state undertakes collaborate in securing the highest practicable degree of uniformity in regulations, standards, procedures and organization in relation to aircraft, personnel, airways and auxiliary services in all matters in which such uniformity will facilitate and improve air navigation. To this end, ICAO is to adopt and amend from time to time, as may be necessary, international standards and recommended practices and procedures dealing with, among other things, aircraft in distress and investigation of accidents. Standards and Recommended Practices for Aircraft Accident Injuries were first adopted by the ICAO Council on 11 April 1951 pursuant to Article 37 of the Chicago Convention on International Civil Aviation and were designated as Annex 13 to the Convention. The Standards Recommended Practices were based on Recommendations of the Accident Investigation Division at its first Session in February 1946 which were further developed at the Second Session of the Division in February 1947. The 2nd Edition (1966), 3rd Edition, (1973), 4th Edition (1976), 5th Edition (1979), 6th Edition (1981), 7th Edition (1988), 8th Edition (1992) of the Annex 13 (Aircraft Accident and Incident Investigation) of the Chicago Convention was amended eight times by the ICAO Council since 1966. Annex 13 sets out in detail the international standards and recommended practices to be adopted by contracting states in dealing with a serious accident to an aircraft of a contracting state occurring in the territory of another contracting state, known as the state of occurrence. It provides, principally, that the state in which the aircraft is registered is to be given the opportunity to appoint an accredited representative to be present at the inquiry conducted by the state in which the serious aircraft accident occurs. Article 26 of the Chicago Convention does not indicate what the accredited representative is to do but Annex 13 amplifies his rights and duties. In particular, the accredited representative participates in the inquiry by visiting the scene of the accident, examining the wreckage, questioning witnesses, having full access to all relevant evidence, receiving copies of all pertinent documents and making submissions in respect of the various elements of the inquiry. The main shortcomings of the present system for aircraft accident investigation are that some contracting sates are not applying Annex 13 within its express terms, although they are contracting states. Further, and much more important in practice, there are many countries which apply the letter of Annex 13 in such a way as to sterilise its spirit. This appears to be due to a number of causes often found in combination. Firstly, the requirements of the local law and of the local procedures are interpreted and applied so as preclude a more efficient investigation under Annex 13 in favour of a legalistic and sterile interpretation of its terms. Sometimes this results from a distrust of the motives of persons and bodies wishing to participate or from commercial or related to matters of liability and bodies. These may be political, commercial or related to matters of liability and insurance. Secondly, there is said to be a conscious desire to conduct the investigation in some contracting states in such a way as to absolve from any possibility of blame the authorities or nationals, whether manufacturers, operators or air traffic controllers, of the country in which the inquiry is held. The EEC has also had an input into accidents and investigations. In particular, a directive was issued in December 1980 encouraging the uniformity of standards within the EEC by means of joint co-operation of accident investigation. The sharing of and assisting with technical facilities and information was considered an important means of achieving these goals. It has since been proposed that a European accident investigation committee should be set up by the EEC (Council Directive 80/1266 of 1 December 1980). After I would like to introduce the summary of the legislation examples and system for aircraft accidents investigation of the United States, the United Kingdom, Canada, Germany, The Netherlands, Sweden, Swiss, New Zealand and Japan, and I am going to mention the present system, regulations and aviation act for the aircraft accident investigation in Korea. Furthermore I would like to point out the shortcomings of the present system and regulations and aviation act for the aircraft accident investigation and then I will suggest my personal opinion on the new and dramatic innovation on the system for aircraft accident investigation in Korea. I propose that it is necessary and desirable for us to make a new legislation or to revise the existing aviation act in order to establish the standing and independent Committee of Aircraft Accident Investigation under the Korean Government.

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