Inter-calibration results of COMS/MI using with and without MBCC

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Presentation transcript:

Inter-calibration results of COMS/MI using with and without MBCC March 2019 Minju Gu and Dohyeong Kim

Seasonal Variation of Bias(COMS-LEO) bias patterns of COMS-AIRS/CrIS(include midnight), and COMS-IASI A/IASI B between daytime(dotted line) and nighttime(solid line) COMS-AIRS/CrIS has two peaks around March and Sep-Oct IR1(10.8m) IR2(12.0m) SWIR(3.8m) WV(6.8m)

Diurnal Variation of Bias(COMS-LEO) Diurnal variation for TB bias of IASI-A, -B, AIRS and CrIS, and for Frequency of MBCC application Midnight Blackbody Calibration Correction (MBCC) IR1(10.8m) IR2(12.0m) WV(6.8m) SWIR(3.8m) calibration correction is applied by estimated slope(with MBCC) instead of original slope(without MBCC) at local midnight Original Slope : 𝒎 𝒐𝒓𝒈 = 𝒓 𝑩𝑩 −𝒒×( 𝑿 𝑩𝑩 𝟐 − 𝑿 𝑺𝑷−𝑩𝑩 𝟐 ) 𝑿 𝑩𝑩 − 𝑿 𝑺𝑷−𝑩𝑩 (Nominal IR calibration equation : 𝑹=𝒒× 𝑿 𝟐 +𝒎×𝑿+𝒃 , where 𝑿 : digital number, 𝑹 : radiance) Estimated Slope : 𝒎 𝒆𝒔𝒕 = 𝑪 𝟎 + 𝑪 𝟏 × 𝑻 𝒐𝒑𝒕𝒊𝒄𝒔 + 𝑪 𝟐 × 𝑻 𝒐𝒑𝒕𝒊𝒄𝒔 𝟐 , where 𝑻 𝒐𝒑𝒕𝒊𝒄𝒔 : Optical temperature

Diurnal variation of mean bias for LEOs Diurnal variation of mean bias for IASI-A, and –B or AIRS, and CrIS according to season( spring, summer, autumn and winter) COMS Obs Time(UTC) COMS Obs Time(UTC) The large variation in the local midnight of spring and autumn

Diurnal Variation for Eclipse Diurnal variation for TB bias of IASI-A, -B, AIRS and CrIS For period of before(Aug.) , after(Oct.), and eclipse(Sep.)

Inter-calibration using COMS with MBCC and without MBCC Test operation on the process system without MBCC (from March 2016 to August 2017) GEO(COMS with MBCC, and without MBCC ) data and LEO(IASI-A, and AIRS) data for each 10 days in March, June, September, and December 2016 IASI-A (with MBCC) (MBCC OFF) AIRS (MBCC OFF) IR1 Bias mean 0.082 0.101 0.015 -0.154 RMSE 0.351 0.368 0.410 0.486 Bias @ST 0.138 0.171 -0.052 -0.217 IR2 -0.034 -0.024 -0.245 0.327 0.337 0.330 0.422 0.008 0.006 -0.039 -0.285 IR3 (WV) -0.833 -0.840 -1.090 -1.124 0.409 0.414 0.460 0.481 -0.744 -1.064 -1.068 IR4 (SWIR) 0.175 0.123 -0.132 -0.546 0.191 0.203 0.226 0.325 0.127 0.073 -0.182 -0.642 Test operation to conduct preprocess system without MBCC (from March 2016 to 2017) KMA’s operation system generated L1b data not applied to MBCC

Trend of TB bias The TB difference between COMS(with MBCC, without MBCC) and LEOs(IASI-A, AIRS) as a function of the MI TB Box plot : COMS wtMBCC-IASI, COMS woMBCC-IASI, COMS wtMBCC-AIRS, and COMS woMBCC-AIRS mean for 5K bin

Diurnal Variation of TB bias for IR1 Diurnal variation for TB bias of COMS wtMBCC-IASI, COMS woMBCC-IASI, COMS wtMBCC-AIRS and COMS woMBCC-AIRS according to season spring summer autumn winter

Diurnal Variation of TB bias for IR2 Diurnal variation for TB bias of COMS wtMBCC-IASI, COMS woMBCC-IASI, COMS wtMBCC-AIRS and COMS woMBCC-AIRS according to season spring summer autumn winter

Diurnal Variation of TB bias for WV Diurnal variation for TB bias of COMS wtMBCC-IASI, COMS woMBCC-IASI, COMS wtMBCC-AIRS and COMS woMBCC-AIRS according to season spring summer autumn winter

Diurnal Variation of TB bias for SWIR Diurnal variation for TB bias of COMS wtMBCC-IASI, COMS woMBCC-IASI, COMS wtMBCC-AIRS and COMS woMBCC-AIRS according to season spring summer winter autumn

Diurnal variation of Double Difference for IR1 Diurnal variation of (COMS wtMBCC – IASI/A)-(COMS woMBCC-IASI/A) and (COMS wtMBCC – AIRS)-(COMS woMBCC-AIRS) spring summer autumn winter

Diurnal variation of Double Difference for IR2 Diurnal variation of (COMS wtMBCC – IASI/A)-(COMS woMBCC-IASI/A) and (COMS wtMBCC – AIRS)-(COMS woMBCC-AIRS) spring summer autumn winter

Diurnal variation of Double Difference for WV Diurnal variation of (COMS wtMBCC – IASI/A)-(COMS woMBCC-IASI/A) and (COMS wtMBCC – AIRS)-(COMS woMBCC-AIRS) spring summer autumn winter

Diurnal variation of Double Difference for SWIR Diurnal variation of (COMS wtMBCC – IASI/A)-(COMS woMBCC-IASI/A) and (COMS wtMBCC – AIRS)-(COMS woMBCC-AIRS) spring summer autumn winter

Diurnal variation of Erroneous slope Diurnal variation of Erroneous Slope (= Original slope-Estimated Slope/with MBCC) according to season spring summer autumn winter

Summary The IR channels inter-comparison (TB biases) between COMS and LEOs show seasonal variation and diurnal variation COMS-AIRS/CrIS whose ECT is 01:30 shows large variation before/after midnight, especially in Spring/Autumn and eclipse season, in spite of application of Midnight Blackbody Calibration Correction (MBCC) Analysis using L1B with and without application of MBCC(March 2016~August 2017) Large discrepancy in biases between with/without MBCC application around midnight in Spring and Autumn, as the erroneous slope increases during the time of the seasons The performance of MBCC in Spring/Autumn is better than Summer/Winter The current MBCC performance could be affected to generate products Need to analyze the behavior of the MBCC performance/abnormal pattern based on season, eclipse, and so on (COMS with MBCC and without MBCC from IASI-A show similar Bias of COMS without MBCC from AIRS shows a larger negative value than it with MBCC

Thank you!