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동아시아 지역의 플럭스 타워 관측지에 대한 MODIS 위성영상 기반의 증발산 평가
Jeong, Seung-Taek,Jang, Keun-Chang,Kang, Sin-Kyu,Kim, Joon,Kondo, Hiroaki,Gamo, Minoru,Asanuma, Jun,Saigusa, Nobuko,Wang, Shaoqiang,Han, Shijie 한국농림기상학회 2009 한국농림기상학회지 Vol.11 No.4
지표 증발산은 육상 생태계의 수문순환의 주요 성분으로서, 지표-대기간의 에너지 교환, 미기후, 지역의 수자원 함량, 식생의 일차생산성 등에 중요한 영향을 미친다. 증발산을 추정하기 위한 방법들 중에서 MODIS를 이용한 방법은 위성 자료만을 사용하여 넓은 지역에 대한 지속적인 증발산 모니터링이 가능하다는 장점을 갖고 있다. 본 연구에서는 MODIS 기반의 증발산 추정 알고리즘을 동아시아 지역에 적용하고, 그 신뢰도를 평가하였으며, 주요 오차요인을 분석하였다. 증발산 평가 결과 여섯 연구지역(GDK, HFK, TKY, TMK, CBS, SKT)에서는 $r^2$가 0.38~0.73, ME 와 RMSE가 각각 $-44{\sim}+31W\;m^{-2}$, $48{\sim}111W\;m^{-2}$로 신뢰할 만한 결과를 나타냈다. 하지만 다른 세 연구지역(HBG, QYZ, MKL)에서는 관측 값과 비교해서 차이를 나타내었고, 과소평가하는 경향을 보였다. HBG, MKL 지역은 MODIS 기상 자료 및 복사요소의 오차가 주요 원인으로 나타났다. 그러나 QYZ지역은 기상 자료와 복사요소가 모두 좋은 일치도를 보였기 때문에, 모형의 모수와 관련된 오차가 주요 원인의 하나로 판단된다. 임관 전도도의 오차가 증발산 오차에 미치는 영향을 분석한 결과, HBG지역을 제외한 다른 연구지 역에서 r값이 0.59~0.82로 관측값과의 상관성이 높은 것을 확인하였다. 또한 MODIS로부터 산출된 순간 증발산을 일 단위로 확장시킨 결과, 순간 증발산의 일치도가 떨어졌던 3개 연구지역을 제외하고 6개 지역에서 $r^2$가 0.44~0.89, ME와 RMSE는 각각 $-0.7{\sim}+0.6mm\;day^{-1}$, $0.5{\sim}1.1mm\;day^{-1}$의 범위로 신뢰도 있는 결과를 나타냈다. Evapotranspiration (ET) is one of the major hydrologic processes in terrestrial ecosystems. A reliable estimation of spatially representavtive ET is necessary for deriving regional water budget, primary productivity of vegetation, and feedbacks of land surface to regional climate. Moderate resolution imaging spectroradiometer (MODIS) provides an opportunity to monitor ET for wide area at daily time scale. In this study, we applied a MODIS-based ET algorithm and tested its reliability for nine flux tower sites in East Asia. This is a stand-alone MODIS algorithm based on the Penman-Monteith equation and uses input data derived from MODIS. Instantaneous ET was estimated and scaled up to daily ET. For six flux sites, the MODIS-derived instantaneous ET showed a good agreement with the measured data ($r^2=0.38$ to 0.73, ME = -44 to $+31W\;m^{-2}$, RMSE =48 to $111W\;m^{-2}$). However, for the other three sites, a poor agreement was observed. The predictability of MODIS ET was improved when the up-scaled daily ET was used ($r^2\;=\;0.48$ to 0.89, ME = -0.7 to $-0.6\;mm\;day^{-1}$, $RMSE=\;0.5{\sim}1.1\;mm\;day^{-1}$). Errors in the canopy conductance were identified as a primary factor of uncertainty in MODIS-derived ET and hence, a more reliable estimation of canopy conductance is necessary to increase the accuracy of MODIS ET.
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Deposition of Aerosols on Leaves in a Cool-temperate Larch Forest in Northern Hokkaido, Japan
Fukazawa Tatsuya,Murao Naoto,Sato Hisashi,Takahashi Masahiro,Akiyama Masayuki,Yamaguchi Takashi,Noguchi Izumi,Takahashi Hiroyuki,Kozuka Chikara,Sakai Rei,Takagi Kentaro,Fujinuma Yasumi,Saigusa Nobuko 한국대기환경학회 2012 Asian Journal of Atmospheric Environment (AJAE) Vol.6 No.4
Aerosol concentrations at the CC-Lag site in the Teshio Experimental Forest increased from winter to spring and sometimes showed extremely high values associated with Kosa and/or forest-fire events. The range and mean of the mass concentrations of aerosol chemical species were as follows: total particulate mass, 1.2-29, 5.0; elemental carbon, 0.061-2.2, 0.43; organic carbon, 0.059-3.5, 0.79; and sulfate,0.12-6.2, 1.8 μg/m3. The total masses of the deposited particles on hybrid larch and on bamboo leaves were approximately 35 and 30 μg/cm2, respectively. The amounts of soil particles on the leaves were 6 μg/cm2 for the upper part of hybrid larch, 2μg/cm2 for the lower part of hybrid larch, and 1 μg/cm2 for Sasa bamboo leaves. The amounts of deposited black carbon were 2.3 μg/cm2 for the upper part of hybrid larch, 0.6 μg/cm2 for the lower part of hybrid larch, and 0.2 μg/cm2 for Sasa bamboo leaves. Half of the total deposited particular mass was attached on the hybrid larch; however, most of the total deposited mass was adhered on the Sasa bamboo leaves. Regardless of the species, there tend to be more deposited particles on the leaves in the upper part than in the lower part, with only a few meters height difference. Comparing the composition of the deposited particles to that of the atmospheric aerosols without any size cut, the fractions of water-soluble material sulfate and sea salt in the deposited aerosols were about one tenth and one hundredth lower than that in the aerosols, respectively. On the basis of the measured concentration and the deposited amount on leaves, the deposition velocity of black carbon was estimated to be approximately 0.5 cm/s. Aerosol concentrations at the CC-Lag site in the Teshio Experimental Forest increased from winter to spring and sometimes showed extremely high values associated with Kosa and/or forest-fire events. The range and mean of the mass concentrations of aerosol chemical species were as follows: total particulate mass, 1.2-29, 5.0; elemental carbon, 0.061-2.2, 0.43; organic carbon, 0.059-3.5, 0.79; and sulfate,0.12-6.2, 1.8 μg/m3. The total masses of the deposited particles on hybrid larch and on bamboo leaves were approximately 35 and 30 μg/cm2, respectively. The amounts of soil particles on the leaves were 6 μg/cm2 for the upper part of hybrid larch, 2μg/cm2 for the lower part of hybrid larch, and 1 μg/cm2 for Sasa bamboo leaves. The amounts of deposited black carbon were 2.3 μg/cm2 for the upper part of hybrid larch, 0.6 μg/cm2 for the lower part of hybrid larch, and 0.2 μg/cm2 for Sasa bamboo leaves. Half of the total deposited particular mass was attached on the hybrid larch; however, most of the total deposited mass was adhered on the Sasa bamboo leaves. Regardless of the species, there tend to be more deposited particles on the leaves in the upper part than in the lower part, with only a few meters height difference. Comparing the composition of the deposited particles to that of the atmospheric aerosols without any size cut, the fractions of water-soluble material sulfate and sea salt in the deposited aerosols were about one tenth and one hundredth lower than that in the aerosols, respectively. On the basis of the measured concentration and the deposited amount on leaves, the deposition velocity of black carbon was estimated to be approximately 0.5 cm/s.
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