Geogdzhayev Igor V, Marshak Alexander
Department of Applied Physics and Applied Mathematics, Columbia University/ NASA Goddard Institute for Space Studies, New York, NY 10025, USA.
NASA Goddard Space Flight Center, Greenbelt, MD, 20771.
Atmos Meas Tech. 2018 Jan;11(1):359-368. doi: 10.5194/amt-11-359-2018. Epub 2018 Jan 17.
The unique position of the Deep Space Climate Observatory (DSCOVR) Earth Polychromatic Imaging Camera (EPIC) at the Lagrange 1 point makes an important addition to the data from currently operating low orbit Earth observing instruments. EPIC instrument does not have an onboard calibration facility. One approach to its calibration is to compare EPIC observations to the measurements from polar orbiting radiometers. Moderate Resolution Imaging Spectroradiometer (MODIS) is a natural choice for such comparison due to its well-established calibration record and wide use in remote sensing. We use MODIS Aqua and Terra L1B 1km reflectances to infer calibration coefficients for four EPIC visible and NIR channels: 443 nm, 551 nm, 680 nm and 780 nm. MODIS and EPIC measurements made between June 2015 and June 2016 are employed for comparison. We first identify favorable MODIS pixels with scattering angle matching temporarily collocated EPIC observations. Each EPIC pixel is then spatially collocated to a subset of the favorable MODIS pixels within 25 km radius. Standard deviation of the selected MODIS pixels as well as of the adjacent EPIC pixels is used to find the most homogeneous scenes. These scenes are then used to determine calibration coefficients using a linear regression between EPIC counts/sec and reflectances in the close MODIS spectral channels. We present thus inferred EPIC calibration coefficients and discuss sources of uncertainties. The Lunar EPIC observations are used to calibrate EPIC O2 absorbing channels (688 nm and 764 nm) assuming that there is a small difference between moon reflectances separated by ~10 nm in wavelength provided the calibration factors of the red (680 nm) and near-IR (780 nm) are known from comparison between EPIC and MODIS.
深空气候观测站(DSCOVR)的地球多色成像相机(EPIC)位于拉格朗日1点的独特位置,为当前运行的低轨道地球观测仪器的数据增添了重要内容。EPIC仪器没有机载校准设施。其校准的一种方法是将EPIC观测数据与极地轨道辐射计的测量数据进行比较。中分辨率成像光谱仪(MODIS)因其成熟的校准记录和在遥感中的广泛应用,是进行这种比较的自然选择。我们使用MODIS Aqua和Terra的L1B 1公里反射率来推断EPIC四个可见光和近红外通道(443纳米、551纳米、680纳米和780纳米)的校准系数。采用2015年6月至2016年6月期间的MODIS和EPIC测量数据进行比较。我们首先通过散射角匹配临时并置的EPIC观测数据来识别有利的MODIS像素。然后将每个EPIC像素在空间上并置到半径25公里内的有利MODIS像素子集中。使用所选MODIS像素以及相邻EPIC像素的标准差来找到最均匀的场景。然后利用EPIC每秒计数与相近MODIS光谱通道反射率之间的线性回归,用这些场景来确定校准系数。我们展示了由此推断出的EPIC校准系数,并讨论了不确定性来源。假设在波长上相隔约10纳米的月球反射率之间存在微小差异,且已知红色(680纳米)和近红外(780纳米)的校准因子可通过EPIC与MODIS的比较得出,则利用月球EPIC观测数据来校准EPIC的氧气吸收通道(688纳米和764纳米)。