1
UV monitoring products derived from satellite measurements J. Kujanp ¨ a 1 , K. Lakkala 1 , A. Arola 1 , A. Lindfors 1 , N. Kalakoski 1 , A. Heikkil ¨ a 1 , J. Tamminen 1 (1) Finnish Meteorological Institute, Finland [email protected] Abstract UV products derived from satellite data are complementary to traditional ground-based measurements. On the one hand satellites have global coverage and provide data for regions uncovered by the ground-based UV measurement network, but on the other hand ground-based measurements are needed to validate the satellite products. As opposed to the direct ground-based measurements, the satellite products are indirectly obtained by radiative transfer modelling using as main inputs: total ozone column, cloud and aerosol optical properties, surface albedo and pressure. The Finnish Meteorological Institute (FMI) is currently responsible for the following three satellite products using different satellite data. EUMETSAT offline UV product operational data available with 2-3 days delay from https://acsaf.org/ daily doses and maximum dose rates of UV-B and UV-A radiation different biological weighting functions photolysis rates, solar noon UV index quality control flags Surface UV data record: June 2007- May 2017 Combines observations from GOME-2/Metop-A and GOME-2/Metop-B Surface UV albedo and aerosol optical thickness from daily MODIS data Surface pressure data from ECMWF/ERA-Interim Comparison of UV data record with ground based data Sodankyl¨ a 67 N, 27 E: 0 1 2 3 4 5 Brewer CIE Daily Dose [kJ/m 2 ] 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 GOME-2 CIE Daily Dose [kJ/m 2 ] Sodankyla 2007-2017 0 50 100 150 Brewer CIE Maximum Dose rate [mW/m 2 ] 0 50 100 150 GOME-2 CIE Maximum Dose rate [mW/m 2 ] Sodankyla 2007-2017 Jokioinen 61 N, 23 E: 0 1 2 3 4 5 Brewer CIE Daily Dose [kJ/m 2 ] 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 GOME-2 CIE Daily Dose [kJ/m 2 ] Jokioinen 2007-2015 0 50 100 150 200 Brewer CIE Maximum Dose rate [mW/m 2 ] 0 20 40 60 80 100 120 140 160 180 200 GOME-2 CIE Maximum Dose rate [mW/m 2 ] Jokioinen 2007-2015 Helsinki 60 N, 24 E: 0 1 2 3 4 5 Brewer CIE Daily Dose [kJ/m 2 ] 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 GOME-2 CIE Daily Dose [kJ/m 2 ] Helsinki 2016-2017 0 50 100 150 200 Brewer CIE Maximum Dose rate [mW/m 2 ] 0 20 40 60 80 100 120 140 160 180 200 GOME-2 CIE Maximum Dose rate [mW/m 2 ] Helsinki 2016-2017 OMI UV product Ozone Monitoring Instrument (OMI) aboard the NASA EOS-Aura satellite Launched on 15 July 2004 2D CCD detector allows - measurement of UV-VIS spectra simultaneously in across track dimension - ground pixel size 13 x 24 km 2 Built by Dutch Space with subcontractors VTT and Patria, Finland UV product processed at FMI Direct broadcast data from SAMPO: - Satellite Measurements from Polar Orbit - sampo.fmi.fi Archived data from NASA: - https://disc.gsfc.nasa.gov/ Global surface UV radiation (OMUVB) Products, L2, L2 gridded, L3 (daily): Irradiance (overpass time and local noon) 305,310,324,380 nm [W/m 2 /nm] Erythemally weighted (290-400 nm) irradiance [W/m 2 ] Erythemal daily dose [J/m 2 ] Products processed and archived at FMI Comparison of UV data with ground based data 0 1 2 3 4 5 6 Brewer UV index 0 1 2 3 4 5 6 OMI op UV index 2004-2018 y =0.88x +0.33 r² =0.84 N =2322 FIG. Preliminary results: FMI’s Brewer UV index and OMI overpass UV index ratio in Sodankyl ¨ a 2004-2018 (March-October). The OMI data was donwnloaded from the Aura validation center at avdc.gsfc.nasa.gov (Hovila et al.2014). Brewer measurements within 5 minutes from the overpass time of the satellite were selected. During this time window changes in the cloud cover are frequent and influence the comparison results. References Hovila et al. 2014, OMI/Aura Surface UVB Irradiance and Erythemal Dose Daily L2 Global Gridded 0.25 degree x 0.25 degree V3, NASA Goddard Space Flight Center, Goddard Earth Sciences Data and Information Services Center (GES DISC), Accessed: 5 September 2018, 10.5067/Aura/OMI/DATA2028 TROPOMI surface UV product Tropospheric Ozone Monitoring Instrument (TROPOMI) aboard the Copernicus Sentinel-5 precursor satellite launched on 13 October 2017 Photo: ESA FMI is responsible for the development and processing of the surface UV product. part of the Finnish Sentinel Collaborative Ground Segment in Sodankyl ¨ a, Finland in-kind contribution to the S5P/TROPOMI product family by the FMI Part of EU Copernicus Program - Provides input data to Copernicus Atmospheric Monitoring Service Continues the OMI UV record Product Description The algorithm builds on the heritage of the corresponding OMI and EUMETSAT AC SAF algorithms. The TROPOMI surface UV product includes the following UV quantities: the UV irradiance at 305, 310, 324, and 380 nm; the erythemally weighted UV; the vitamin-D weighted UV. Each of these are available as (i) daily dose or daily accumulated irradiance, (ii) overpass dose rate or irradiance, and (iii) local noon dose rate or irradiance. In addition, all quantities are available corresponding to actual cloud conditions and as clear-sky values Comparison of UV data with ground based data TROPOMI overpass time UV index against Brewer spectrophotometer measurements in Sodankyl¨ a (67.37N, 26.63E) from 6 February to 16 March 2018. The UV index is very low during this time period but still the values agree well. The Brewer spectroradiometer #037 measures total ozone and UV radiation at Sodankyl ¨ a since 1988. Acknowledgments We thank the AC SAF project of the EUMETSAT for providing data used in this poster.

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Page 1: UV monitoring products derived from satellite measurementsi115srv2.vu-wien.ac.at/UV_INDEX_ORG/ECUVM2018/Presentations/k… · cloud cover are frequent and influence the comparison

UV monitoring products derived from satellite measurements

J. Kujanpaa1, K. Lakkala1, A. Arola1, A. Lindfors1, N. Kalakoski1, A. Heikkila1, J. Tamminen1

(1) Finnish Meteorological Institute, [email protected]

AbstractUV products derived from satellite data arecomplementary to traditional ground-basedmeasurements. On the one hand satellites haveglobal coverage and provide data for regionsuncovered by the ground-based UV measurementnetwork, but on the other hand ground-basedmeasurements are needed to validate the satelliteproducts. As opposed to the direct ground-basedmeasurements, the satellite products areindirectly obtained by radiative transfermodelling using as main inputs: total ozonecolumn, cloud and aerosol optical properties,surface albedo and pressure. The FinnishMeteorological Institute (FMI) is currentlyresponsible for the following three satelliteproducts using different satellite data.

EUMETSAT offline UV product• operational data available with 2-3 days delay

from https://acsaf.org/•daily doses and maximum dose rates of UV-B

and UV-A radiation•different biological weighting functions•photolysis rates, solar noon UV index•quality control flags

Surface UV data record: June 2007- May 2017•Combines observations from GOME-2/Metop-A

and GOME-2/Metop-B• Surface UV albedo and aerosol optical thickness

from daily MODIS data• Surface pressure data from

ECMWF/ERA-Interim

Comparison of UV data record withground based data

Sodankyla 67◦N, 27◦E:

0 1 2 3 4 5

Brewer CIE Daily Dose [kJ/m 2 ]

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

GO

ME

-2 C

IE D

aily

Do

se

[kJ/m

2]

Sodankyla 2007-2017

0 50 100 150

Brewer CIE Maximum Dose rate [mW/m 2 ]

0

50

100

150

GO

ME

-2 C

IE M

axim

um

Do

se

ra

te [

mW

/m2]

Sodankyla 2007-2017

Jokioinen 61◦N, 23◦E:

0 1 2 3 4 5

Brewer CIE Daily Dose [kJ/m 2 ]

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

GO

ME

-2 C

IE D

aily

Do

se

[kJ/m

2]

Jokioinen 2007-2015

0 50 100 150 200

Brewer CIE Maximum Dose rate [mW/m 2 ]

0

20

40

60

80

100

120

140

160

180

200

GO

ME

-2 C

IE M

axim

um

Do

se

ra

te [

mW

/m2]

Jokioinen 2007-2015

Helsinki 60◦N, 24◦E:

0 1 2 3 4 5

Brewer CIE Daily Dose [kJ/m 2 ]

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

GO

ME

-2 C

IE D

aily

Do

se

[kJ/m

2]

Helsinki 2016-2017

0 50 100 150 200

Brewer CIE Maximum Dose rate [mW/m 2 ]

0

20

40

60

80

100

120

140

160

180

200

GO

ME

-2 C

IE M

axim

um

Do

se

ra

te [

mW

/m2]

Helsinki 2016-2017

OMI UV product

•Ozone Monitoring Instrument (OMI) aboard theNASA EOS-Aura satellite

•Launched on 15 July 2004

• 2D CCD detector allows- measurement of UV-VIS spectra simultaneouslyin across track dimension- ground pixel size 13 x 24 km2

•Built by Dutch Space with subcontractors VTTand Patria, Finland

•UV product processed at FMI•Direct broadcast data from SAMPO:

- Satellite Measurements from Polar Orbit- sampo.fmi.fi

•Archived data from NASA:- https://disc.gsfc.nasa.gov/

Global surface UV radiation (OMUVB)

Products, L2, L2 gridded, L3 (daily):

• Irradiance (overpass time and local noon)• 305,310,324,380 nm [W/m2 /nm]•Erythemally weighted (290-400 nm) irradiance

[W/m2]•Erythemal daily dose [J/m2]•Products processed and archived at FMI

Comparison of UV data with groundbased data

0 1 2 3 4 5 6Brewer UV index

0

1

2

3

4

5

6

OM

I op

UV

inde

x

2004-2018y =0.88x +0.33r² =0.84N =2322

FIG. Preliminary results: FMI’s Brewer UV indexand OMI overpass UV index ratio in Sodankyla2004-2018 (March-October).

The OMI data was donwnloaded from the Auravalidation center at avdc.gsfc.nasa.gov (Hovila etal.2014). Brewer measurements within 5 minutesfrom the overpass time of the satellite wereselected. During this time window changes in thecloud cover are frequent and influence thecomparison results.

ReferencesHovila et al. 2014, OMI/Aura Surface UVB Irradiance and ErythemalDose Daily L2 Global Gridded 0.25 degree x 0.25 degree V3, NASAGoddard Space Flight Center, Goddard Earth Sciences Data andInformation Services Center (GES DISC), Accessed: 5 September 2018,10.5067/Aura/OMI/DATA2028

TROPOMI surface UV product•Tropospheric Ozone Monitoring Instrument

(TROPOMI)• aboard the Copernicus Sentinel-5 precursor

satellite• launched on 13 October 2017

Photo: ESA

• FMI is responsible for the development andprocessing of the surface UV product.

•part of the Finnish Sentinel Collaborative GroundSegment in Sodankyla, Finland

• in-kind contribution to the S5P/TROPOMIproduct family by the FMI

•Part of EU Copernicus Program- Provides input data to Copernicus AtmosphericMonitoring Service

•Continues the OMI UV record

Product DescriptionThe algorithm builds on the heritage of thecorresponding OMI and EUMETSAT AC SAFalgorithms.

The TROPOMI surface UV product includes thefollowing UV quantities: the UV irradiance at 305,310, 324, and 380 nm; the erythemally weightedUV; the vitamin-D weighted UV. Each of these areavailable as (i) daily dose or daily accumulatedirradiance, (ii) overpass dose rate or irradiance,and (iii) local noon dose rate or irradiance. Inaddition, all quantities are available correspondingto actual cloud conditions and as clear-sky values

Comparison of UV data with groundbased data

TROPOMI overpass time UV index against Brewerspectrophotometer measurements in Sodankyla(67.37N, 26.63E) from 6 February to 16 March 2018.The UV index is very low during this time periodbut still the values agree well.

The Brewer spectroradiometer #037 measures totalozone and UV radiation at Sodankyla since 1988.

AcknowledgmentsWe thank the AC SAF project of the EUMETSAT for providing data usedin this poster.