• Title/Summary/Keyword: climate applications

검색결과 217건 처리시간 0.023초

Ensemble Downscaling of Soil Moisture Data Using BMA and ATPRK

  • Youn, Youjeong;Kim, Kwangjin;Chung, Chu-Yong;Park, No-Wook;Lee, Yangwon
    • 대한원격탐사학회지
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    • 제36권4호
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    • pp.587-607
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    • 2020
  • Soil moisture is essential information for meteorological and hydrological analyses. To date, many efforts have been made to achieve the two goals for soil moisture data, i.e., the improvement of accuracy and resolution, which is very challenging. We presented an ensemble downscaling method for quality improvement of gridded soil moisture data in terms of the accuracy and the spatial resolution by the integration of BMA (Bayesian model averaging) and ATPRK (area-to-point regression kriging). In the experiments, the BMA ensemble showed a 22% better accuracy than the data sets from ESA CCI (European Space Agency-Climate Change Initiative), ERA5 (ECMWF Reanalysis 5), and GLDAS (Global Land Data Assimilation System) in terms of RMSE (root mean square error). Also, the ATPRK downscaling could enhance the spatial resolution from 0.25° to 0.05° while preserving the improved accuracy and the spatial pattern of the BMA ensemble, without under- or over-estimation. The quality-improved data sets can contribute to a variety of local and regional applications related to soil moisture, such as agriculture, forest, hydrology, and meteorology. Because the ensemble downscaling method can be applied to the other land surface variables such as temperature, humidity, precipitation, and evapotranspiration, it can be a viable option to complement the accuracy and the spatial resolution of satellite images and numerical models.

철도분야 태양광 발전 적용 확대를 위한 설계 단계에서의 태양광 발전량 예측 연구 (A Study on Photovoltaic Power Generation Amount Forecast at Design Stage for Extended Application in the Field of Railways)

  • 유복종;이주
    • 한국철도학회논문집
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    • 제20권2호
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    • pp.182-189
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    • 2017
  • 본 논문의 연구 목적은 저탄소 에너지화에 큰 비중을 차지하고 있는 태양광 발전 시스템의 철도분야 적용확대를 위한 설계 단계에서의 태양광 발전량 예측 연구로 실제 운영하고 있는 지평 태양광발전소를 대상으로 태양광 발전량 상용 예측 프로그램인 PVsyst를 활용하여 프로그램 기본 제공 NASA와 Meteonorm의 해외 기상정보를 이용한 연간 태양광 발전량 예측값과 기상청(KMA) 기상정보를 이용한 발전량 예측값을 비교하고, 한국전력거래소(KPX) 실제 발전량과의 비교 분석을 통해 태양광발전소 구축비의 적정성을 확보하여 철도분야의 태양광 발전 시스템 확대적용과 나아가 신기후 체제에 대응한 저탄소 에너지화에 기여하고자 한다.

Effect of biochar application on growth of Chinese cabbage (Brassica chinensis)

  • Oh, Taek-Keun;Lee, Jae-Han;Kim, Su-Hun;Lee, Ho Cheol
    • 농업과학연구
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    • 제44권3호
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    • pp.359-365
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    • 2017
  • Biochar has the ability to mitigate climate change, improve crop productivity, and adsorb various contaminants. The aim of this work was to confirm the effect of biochar as a soil amendment on growth of Chinese cabbage (Brassica chinensis) using a pot experiment. Biochar was produced from residual-wood burnt at a pyrolytic temperature of $400^{\circ}C$ and consisted of 51.6 % carbon (C) by mass. The biochar was added to the soil at 0, 1, 3, and 5% by weight, which represent about 0, 18, 54, and $90t\;ha^{-1}$, respectively. The treatments were arranged in a randomized complete block design with 3 replications. The Chinese cabbage was grown for 49 days in a glasshouse in pots filled with sandy loam soil. Experimental results showed that the residual-wood biochar used for the experiment was slightly alkaline (pH 7.5). The fresh weights of Chinese cabbage were 86.22 g, 84.1 g, 63.23 g and 70.87 g, respectively, for biochar applications at 0, 18, 54, and $90t\;ha^{-1}$. Compared with the control (i.e., no biochar), biochar application increased soil pH and electrical conductivity (EC). Addition of biochar (54 and $90t\;ha^{-1}$) to sandy loam soil had no effect on growth of Chinese cabbage. This might be due to excessive increase of soil pH from the biochar application, leading to reduced availability of plant nutrients. Based on these results, the authors conclude that an excessive addition of biochar may have negative effects on the healthy growth of Chinese cabbage.

여성질환(女性疾患)의 원인으로 담음(痰飮)에 대(對)한 고찰 (Women's diseases recognized by the Dam-eum)

  • 하지연;장희재;조정훈;이진무;이창훈;장준복;이경섭
    • 대한한방체열의학회지
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    • 제8권1호
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    • pp.33-38
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    • 2010
  • Purpose : Dam-eum and women about this disease is closely related to the fact that research is not developed encounter the report. The purpose of this disorder is associated with women with Dameum hew to evaluate the affects around Dongulbogam Search and compare some of the knowledge gained. are reported. Methods : Donguibogam focused on search and related papers were. Results : In Donguibogam Dam-eum(痰), Yoen(涎), Eum(飮) to distinguish, but the reason was that one, 痰飮 sap needed to nutritious the body, such as a material or normal for various reasons by the sap from the leaves to cause disease states may be the cause. Conclusion: Digestive, respiratory-related, but now the recognition of the Dameum changes in diet and lack of exercise, stress, lifestyle diseases due to climate change are increasing asa Dameum and women in the pathogenesis of disease high enough proportion of the treatment for Dameum Applications will be denied a lot of disease is considered.

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CAD/CAM 전문 인력 양성을 위한 교육 및 업무의 필요성 (The Need of Education and Practice to Bring Up CAD/CAM Experts)

  • 나정숙
    • 대한치과기공학회지
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    • 제38권4호
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    • pp.365-380
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    • 2016
  • Purpose: The purpose of this study was to ascertain the need to reform curriculums for digital experts in a way that include the practical and educational aspects of dental labs by determining why educational reforms are needed to comply with changes in dental technology business that are brought by the applications of digital scanning and what changes are being actually brought by the use of CAD/CAM. Methods: This study analyzed the need of education and practice in relation to CAD/CAM by using the independent sample t-test and One-way ANOVA. in accordance with the participants demographic characteristics and job-related variables and factors related to CAD/CAM, and provided only some of the analysis results that were found statistically significant. Concerning the need of education and practice in relation to CAD/CAM, the study also used the independent sample t-test to measure difference in the perception of that need within each of the three groups, or those of job performance, job efficiency and knowledge gain at the signficance level of ${\alpha}=.05$. Results: Dental technologists surveyed here were perceiving that the use of CAD/CAM would bring changes in their job performance, job efficiency and knowledge gain. They were expecting that the biggest changes would be made in work climate and product quality as sub-areas of job performance. However, they said that in terms of job efficiency, the use of CAD/CAM would change job contribution, job satisfaction and job efficiency, but not lead to staffing. These results suggest that more special programs for CAD/CAM education are needed to bring up CAD/CAM experts who are more specialized. Conclusion: Among 13 skills related to CAD/CAM, what is most needed to be educated to dental technologists was "molding the occlusal surface" (M=4.19), followed by "designing the 3-D work" (M=4.17), "final shape modification" (M=4.16), "molding the border" (M=4.15) and "checking the fit of prothesis" (M=4.14) in order.

Sentinel-2 위성영상을 활용한 농업용 저수지 가용수량 추정 (Estimation of Water Storage in Small Agricultural Reservoir Using Sentinel-2 Satellite Imagery)

  • 이희진;남원호;윤동현;장민원;홍은미;김태곤;김대의
    • 한국농공학회논문집
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    • 제62권6호
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    • pp.1-9
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    • 2020
  • Reservoir storage and water level information is essential for accurate drought monitoring and prediction. In particular, the agricultural drought has increased the risk of agricultural water shortages due to regional bias in reservoirs and water supply facilities, which are major water supply facilities for agricultural water. Therefore, it is important to evaluate the available water capacity of the reservoir, and it is necessary to determine the water surface area and water capacity. Remote sensing provides images of temporal water storage and level variations, and a combination of both measurement techniques can indicate a change in water volume. In areas of ungauged water volume, satellite remote sensing image acts as a powerful tool to measure changes in surface water level. The purpose of this study is to estimate of reservoir storage and level variations using satellite remote sensing image combined with hydrological statistical data and the Normalized Difference Water Index (NDWI). Water surface areas were estimated using the Sentinel-2 satellite images in Seosan, Chungcheongnam-do from 2016 to 2018. The remote sensing-based reservoir storage estimation algorithm from this study is general and transferable to applications for lakes and reservoirs. The data set can be used for improving the representation of water resources management for incorporating lakes into weather forecasting models and climate models, and hydrologic processes.

물리적 표토침식모형의 개발과 적용 (Development and Application of a Physics-based Soil Erosion Model)

  • 유완식;박준구;양재의;임경재;김성철;박윤식;황상일;이기하
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제22권6호
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    • pp.66-73
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    • 2017
  • Empirical erosion models like Universal Soil Loss Equation (USLE) models have been widely used to make spatially distributed soil erosion vulnerability maps. Even if the models detect vulnerable sites relatively well utilizing big data related to climate, geography, geology, land use, etc within study domains, they do not adequately describe the physical process of soil erosion on the ground surface caused by rainfall or overland flow. In other words, such models are still powerful tools to distinguish the erosion-prone areas at large scale, but physics-based models are necessary to better analyze soil erosion and deposition as well as the eroded particle transport. In this study a physics-based soil erosion modeling system was developed to produce both runoff and sediment yield time series at watershed scale and reflect them in the erosion and deposition maps. The developed modeling system consists of 3 sub-systems: rainfall pre-processor, geography pre-processor, and main modeling processor. For modeling system validation, we applied the system for various erosion cases, in particular, rainfall-runoff-sediment yield simulation and estimation of probable maximum sediment (PMS) correlated with probable maximum rainfall (PMP). The system provided acceptable performances of both applications.

The conversion of ammonium uranate prepared via sol-gel synthesis into uranium oxides

  • Schreinemachers, Christian;Leinders, Gregory;Modolo, Giuseppe;Verwerft, Marc;Binnemans, Koen;Cardinaels, Thomas
    • Nuclear Engineering and Technology
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    • 제52권5호
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    • pp.1013-1021
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    • 2020
  • A combination of simultaneous thermal analysis, evolved gas analysis and non-ambient XRD techniques was used to characterise and investigate the conversion reactions of ammonium uranates into uranium oxides. Two solid phases of the ternary system NH3 - UO3 - H2O were synthesised under specified conditions. Microspheres prepared by the sol-gel method via internal gelation were identified as 3UO3·2NH3·4H2O, whereas the product of a typical ammonium diuranate precipitation reaction was associated to the composition 3UO3·NH3·5H2O. The thermal decomposition profile of both compounds in air feature distinct reaction steps towards the conversion to U3O8, owing to the successive release of water and ammonia molecules. Both compounds are converted into α-U3O8 above 550 ℃, but the crystallographic transition occurs differently. In compound 3UO3·NH3·5H2O (ADU) the transformation occurs via the crystalline β-UO3 phase, whereas in compound 3UO3·2NH3·4H2O (microspheres) an amorphous UO3 intermediate was observed. The new insights obtained on these uranate systems improve the information base for designing and synthesising minor actinide-containing target materials in future applications.

MXene 복합막에 의한 기름/물 분리 기술: 총설 (Oil/Water Separation Technology by MXene Composite Membrane: A Review)

  • 이병희;라즈쿠마 파텔
    • 멤브레인
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    • 제31권5호
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    • pp.304-314
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    • 2021
  • 기후 변화는 비정상적인 날씨 패턴을 야기하며 연간 강수량에 지대한 영향을 미친다. 이와 더불어 산업화의 가속화는 에너지 수요를 증가시키며 석유화학 산업폐수의 누수와 유조선의 유출을 초래함으로써 수질 오염을 악화시킨다. 이러한 부정적인 여건 속에서 정수를 효율적으로 추출해내는 해결책을 강구하는 것이 요구된다. 기름/물 분리를 위해 화학적 침전 및 흡착에 의한 분리 등과 같은 방식을 운용할 수 있지만 분리막 기술이 비용 및 에너지 측면에서 더 효율적이다. 분리막의 양친성은 전기 전도성과 친수성이 뛰어난 MXene이라는 2차원소재를 도입하여 향상시킬 수 있다. 본 총설에서는 향상된 분리막 성능의 사례를 크게 순수 MXene이 적용된 사례와 변형된 MXene이 적용된 사례로 나누어진 목차로 전개할 것이다. 복합 분리막을 제조하기 위해 다양한 고분자가 사용되었으며 각 사례에서 MXene은 특정 용도에 적합한 특성을 더욱 강화시켜 주었다.

지능형 농업 서비스를 위한 미기상기반 스마트팜 예측 플랫폼 개발 (Development of Microclimate-based Smart farm Predictive Platform for Intelligent Agricultural Services)

  • 문애경;이은령;김승한
    • 한국산업정보학회논문지
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    • 제26권1호
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    • pp.21-29
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    • 2021
  • 최근 다양한 애플리케이션 도메인을 위한 IoT 솔루션이 개발되고 있으며, 농업분야에서도 IoT 기술을 적용하여 농작물 생산량은 늘리는 반면에 손실은 줄임으로써 농업 생산성을 향상시키기 위한 데이터기반 정밀농업 연구가 진행되고 있다. 이에 본 논문은 미기상 데이터를 수집하여 서리 및 병해충 등 농업예측서비스를 제공하기 위한 스마트팜 플랫폼을 제안하고자 한다. 제안된 플랫폼에서는 실시간으로 수집한 미기상 데이터를 기반으로 서리 및 병해충을 예측하여, 농민들에게 서리 가능성과 병해충 예보 서비스를 제공한다. 실험을 통해 확인한 결과, 미기상기반 예측 플랫폼은 지역기상기반 데이터를 이용한 서리예측보다 더 높은 정밀도(Precision)값을 보임을 알 수 있었다. 정확한 실험을 위하여 시스템 설치 현장에서 실제 관측한 병해충 예찰 데이터를 수집 중에 있다. 본 플랫폼을 활용하여 서리와 병해충 발생 예측정보를 사전에 효과적으로 제공함으로써, 농민들이 작물 피해 및 불필요한 농약 사용을 줄일 수 있도록 하는 정밀농업 서비스를 제공할 수 있을 것으로 기대된다.