• 제목/요약/키워드: cloud water

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Sentinel-2 기반 NDWI를 이용한 수체 탐지 연구: 북한 황강댐을 사례로 (Waterbody Detection from Sentinel-2 Images Using NDWI: A Case of Hwanggang Dam in North Korea)

  • 계창우;신대규;이종혁;김진겸
    • 대한원격탐사학회지
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    • 제37권5_1호
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    • pp.1207-1214
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    • 2021
  • 본 논문에서는 미계측 저수지에 대한 저수지 면적 계산을 위하 Sentinel-2 광학 위성 영상을 기반으로 한 원격 수체 탐지를 수행하는 과정에서 구름의 영향을 배제할 수 있는 기술을 개발하고, 이에 대한 활용성 확인을 위해 대표적인 미계측 저수지인 북한 황강댐 저수지에 적용해보았다. 원격 수체 탐지 기술은 가장 먼저 탐지 대상 저수지가 포함된 Sentinel-2 위성 자료의 구름 경계 정보와 저수지 경계를 비교하여 구름 차폐 비율을 계산하고, 그 값이 일정 값을 넘지 않는 자료를 선정한다. 그 후, 선정한 영상을 이용해 NDWI (Normalized Difference Water Index)를 계산해 대상 저수지 경계 내에서 수체로 간주할 수 있는 NDWI 값을 지니는 격자 수를 구하고 구름 차폐 비율을 이용해 보정하는 것으로 저수지의 수체 면적을 계산한다. 이를 토대로 황강댐 저수지에 대한 자료를 선정하기 위한 구름 차폐 비율 기준을 결정하기 위해 2018년 7월부터 2021년 10월까지의 자료에 적용해본 결과, 구름 차폐 비율 기준을 10%로 설정했을 때 구름으로 인한 왜곡이 크게 발생한 탐지 결과가 충분히 걸러지는 것을 확인하고, 총 220개 영상 중 수체면적 변화를 확인할 수 있는 114개의 황강댐 저수지 면적 계산 결과를 얻을 수 있었다.

Study of aerosol-cloud interaction phenomena from satellite remote sensing and climate modeling

  • Nakajima, Teruyuki;Higurashi, Akiko;Kawamoto, Kazuaki;Okamoto, Hajime;Takemura, Toshihiko;Kuroda, Shunsuke
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 1999년도 Proceedings of International Symposium on Remote Sensing
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    • pp.100-102
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    • 1999
  • We have analyzed AVHRR global data set for obtaining aerosol and cloud microphysical parameters, i. e., optical thickness and size index of particle polydispersions. From the results, it is found that the cloud optical thickness increases with increasing aerosol column number, which seems to be caused mainly by decreasing cloud particle radius, The cloud liquid water path was observed to be relatively constant without a significant dependence on the aerosol number. Further comparison of the satellite results with a general circulation model simulation.

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Sentinel-1 & -2 위성영상 기반 식생지수와 Water Cloud Model을 활용한 토양수분 산정 (Soil moisture estimation using the water cloud model and Sentinel-1 & -2 satellite image-based vegetation indices)

  • 정지훈;이용관;김진욱;장원진;김성준
    • 한국수자원학회논문집
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    • 제56권3호
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    • pp.211-224
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    • 2023
  • 본 연구에서는 합성개구레이더(Synthetic Aperture Radar, SAR) 기반의 식생을 고려하는 후방산란모델 Water Cloud Model (WCM)을 활용한 토양수분 산정 연구를 수행하였다. 금강 상류의 용담댐유역을 포함한 40 × 50 km2 영역의 Sentinel-1 SAR 및 Sentinel-2 MSI (Multi-Spectral Instrument) 영상을 수집하여 연구에 활용하였다. WCM의 식생변수로는 Sentinel-1 기반의 식생지수 RVI (Radar Vegetation Index), 탈분극비(Depolarization Rario, DR)와 Sentinel-2 기반의 NDVI (Normalized Difference Vegetation Index)를 활용하였다. WCM의 정모델링(forward modeling)은 토양수분과 후방산란계수의 특성이 유사한 3개 Group으로 나누어 수행하였다. 토양수분과 후방산란계수의 선형적인 관계가 명확할수록 Group의 모의 성능이 더 높게 나타났으며, 식생지수 별로는 NDVI, RVI, DR 순으로 정확도가 높았다. 토양수분을 모의하기 위해 모의된 후방산란계수를 반전(inversion)하였으며, 모의 성능은 정모델링 결과와 비례하였다. WCM 모의의 오류는 실측 후방산란계수 기준 약 -12dB를 기점으로 증가하는 양상을 보였다.

Ethoxylated Alkylaminoanthraquinone에 의한 PET의 표면개질 - Spacer의 길이에 따른 흡착거동 - (Surface Modification of PET with Ethoxylated Alkylaminoanthraquinone - Effect of Spacer on the Adsorption Behavior -)

  • 최영주;윤남식
    • 한국염색가공학회지
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    • 제15권3호
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    • pp.185-191
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    • 2003
  • Surface modification of poly(ethylene terephthalate) (PEI) films by treatment with ethoxylated alkylaminoanthraquinoes which was synthesized by the reaction of 1-aminoanthraquinone with poly(ethylene glycol) via a series of methylene spacer were investigated. The synthesized ethoxylated alkylaminoanthraquinones showed definite cloud point as in nonionic surfactants, and the adsorption of the compounds on PET increased near the cloud point. At same temperature the adsorption increased with the length of methylene spacer; hexyl-octyl-, and decyl-. The adsorption was limited to the extreme surface of PET film, which made the surface of PET film hydrophillic by reducing water contact angle.

Effect of Additives on the Cloud Point of Polyethylene Glycols

  • Han, Suk-Kyu;Jhun, Byung-Hak
    • Archives of Pharmacal Research
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    • 제7권1호
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    • pp.1-9
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    • 1984
  • Polyethylene glycol 20, 000 and 6, 000 were found to have an upper consolute temperature, called "cloud point", and the effects of various additives on the polythylene glycols were investigated in this study. Electrolytes lowered the cloud point in proportion to their concentrations through dehydration and electrostriction. It was found that anions played a more important role than cations and the effects of both the cations and the anions clearly followed the classical Hofmeister series. However, the Schultze Hardy rule holds for the effect of anions, and fails for the effect of cations. Salts of large polarizable anions such as iodide and thiocynate rather raised the cloud point, and their effects were ascribed to the fact that they break the water structure and weaken hydrophobic bonding of the polyxyethylene moiety. Nitrates of polyvalent cations also raised the cloud point. This was ascribed to the complex formation between the polyvalent cations and ether oxygens of the polyoxyethylenes. This explained the failure 'of the Schultz-Hardy rule for cations. Uncharged aromatic compounds drastically lowered the clound point, while aliphatic alcohols slightly lowered the cloud point, This result suggests that there might be some interaction between ether oxygens and aromatic nucleus.c nucleus.

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에어로솔의 대륙 층운형 구름 연직발달(Invigoration)에 미치는 영향 분석 (An Analysis of Aerosols Impacts on the Vertical Invigoration of Continental Stratiform Clouds)

  • 김유준;한상옥;이철규;이승수;김병곤
    • 대기
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    • 제23권3호
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    • pp.321-329
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    • 2013
  • This study examines the effect of aerosols on the vertical invigoration of continental stratiform clouds, using a dataset of Atmospheric Radiation Measurement (ARM) Intensive Operational Period (IOP, March 2000) at the Southern Great Plains (SGP) site. To provide further support to our observation-based findings, the weather research and forecasting (WRF) sensitivity simulations with changing cloud condensation nuclei (CCN) concentrations have been carried out for the golden episode over SGP. First, cross correlation between observed aerosol scattering coefficient and cloud liquid water path (LWP) with a 160-minutes lag is the highest of r = 0.83 for the selected episode, which may be attributable to cloud vertical invigoration induced by an increase in aerosol loading. Modeled cloud fractions in a control run are well matched with the observation in the perspective of cloud morphology and lasting period. It is also found through a simple sensitivity with a change in CCN that aerosol invigoration (AIV) effect on stratiform cloud organization is attributable to a change in the cloud microphysics as well as dynamics such as the corresponding modification of cloud number concentrations, drop size, and latent heating rate, etc. This study suggests a possible cloud vertical invigoration even in the continental stratiform clouds due to aerosol enhancement in spite of a limited analysis based on a few observed continental cloud cases.

STUDY OF THE MARINE CLOUD STRUCTURE WITH AQUA AMSR-E

  • Shoom, Mariya Yu.
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.1007-1010
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    • 2006
  • This study investigates the spatial structure of the total cloud liquid water content Q fields over the Northwest Pacific Ocean during winter monsoon. The distributions of Q have been estimated from the brightness temperatures of the ocean - atmosphere system $T_B(f)$, where f is frequency, measured by AQUA AMSR-E in January -March 2003. Marine strati (St) and stratocumuli (Sc) are typical for winter monsoon season. They were analysed using mainly high-frequency channel at f = 36.5 GHz, vertical polarisation. $T_B$ data were accompanied by the data on near surface wind speed, air temperature and humidity from the nearest meteorological stations. Tow one-dimensional spectra were computed for downwind and crosswind sections of Q fields. The AMSR-E antenna field of view (14-8 km) and the cloud field sizes (100-1000 km) restricted the spatial scales. The results of case study Jan 31 2003 are presented. Scale-invariant spectrum is typical. In the cases of extended St levels a spectral slope equals about -1.7, conforming to classical -5/3 of turbulence theory. For Sc cases the absolute magnitude of spectral slope is rather higher, as a rule. The value is about -2. In the case when cloud streets are presented, a strait line form of spectrum is less reliable with a slope being rather lower (about -1.4).

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Determination of Palladium in Water Samples Using Cloud Point Extraction Coupled with Laser Thermal Lens Spectrometry

  • Han, Quan;Huo, Yanyan;Yang, Na;Yang, Xiaohui;Zhai, Yunhui;Zhang, Qianyun
    • 대한화학회지
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    • 제59권5호
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    • pp.407-412
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    • 2015
  • A preconcentration procedure for determination of palladium by laser thermal lens spectrometry (TLS) is proposed. It is based on cloud point extraction of palladium(II) ions as 2-(3,5-dichloro-2-pyridylazo)-5-dimethylaminoaniline (3,5-diCl-PADMA) complexes using octylphenoxypolyethoxyethanol (Triton X-114) as surfactant. The effects of various experimental conditions such as pH, concentration of ligand and surfactant, equilibration temperature and time on cloud point extraction were studied. Under the optimized conditions, the calibration graph was linear in the range of 0.15~6 ng mL−1, and the detection limit was 0.04 ng mL−1 with an enrichment factor of 22. The sensitivity was enhanced by 846 times when compared with the conventional spectrophotometric method. The recovery of palladium was in the range of 96.6%~104.0%. The proposed method was applied to the determination of palladium in water samples.