Analysis of Stray Light in a Brewer · PDF fileAnalysis of Stray Light in a BrewerAnalysis of...
Transcript of Analysis of Stray Light in a Brewer · PDF fileAnalysis of Stray Light in a BrewerAnalysis of...
Analysis of Stray Light in a BrewerAnalysis of Stray Light in a Brewer SpectrophotometerSpectrophotometer
C. A. McLinden, D. I. Wardle,C. T. McElroy, &V. Savastiouk
Environment Canada
Brewers are not Perfect!
31 May –
3 June 2005 Brewer Workshop Beijing, China 2
Stolen Stuff:•
David Wardle –
many slides
•
Tom Grajnar
and Mike Brohart
–
data•
Volodya
Savastiouk
–
many calculations…
•
Jim Kerr –
much code•
Chris McLinden
-
models
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3 June 2005 Brewer Workshop Beijing, China 3
Brewer Map
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3 June 2005 Brewer Workshop Beijing, China 4
MSC Toronto
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3 June 2005 Brewer Workshop Beijing, China 5
Mauna Loa Observatory
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3 June 2005 Brewer Workshop Beijing, China 6
Eureka Weather Station
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3 June 2005 Brewer Workshop Beijing, China 7
Global column ozone:
Develop confidence in prediction of the future (ozone);models are tuned to reproduce currently measured amounts,also to reproduce measured values during past 20 years.
Target accuracy 1.0% 2-sigma. (or maybe 2 or 3 DU)
Reasonable to have 20-50? instruments deployed over the world using the measurements with those from space instruments.
Over the last 20 years we have almost achieved1.0% RMS for daily average measurementswith our best 3 instruments in Toronto.
rationale
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3 June 2005 Brewer Workshop Beijing, China 8
Dispersion and spectral purity…
Given that we are to measure ozone fromits UV spectrum, we need to know:
(a)
accurately the wavelengths of the measurement; in factif the wavelength uncertainty is less than 0.01nm it is ok. if >0.02nm, it is a problem. Thus we need δλ/λ
~
1/30,000.
(b)
that the much stronger radiation at longer wavelengthsis not interfering with the measurement.
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3 June 2005 Brewer Workshop Beijing, China 9
Spectrometer
•
The idea is to have monochromatic light at the exit slit
•
Diffraction grating is used to separate different wavelengths and send them at different angles
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3 June 2005 Brewer Workshop Beijing, China 10
Neutral density filters
Diffraction grating
Slit selector
Exit slits
Order filter
Detectorsun
UV-vis
turned by stepper motor
Diffraction grating: 1800 lines/mm1st
order: visible 570-650 nm
2nd
order: UV 285-325 nmAlso: 1200 and 3600 lines/mm
The Brewer spectrophotometer optics
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3 June 2005 Brewer Workshop Beijing, China 11
correctionlens
Exitslit #1
Entranceslit
100.6 mm
The Brewer spectrometer is amodified Ebert type using onemirror.
The instrument axis, defined asthe normal to the front plate(FP) passing through the centreof the grating surface alsopasses through the vertical plate(VP) which locates the mirror. The entrance slit and exit slit#1(not #3) are ~equidistant fromthe axis. The exit and exit directions ofthe central ray are parallel to theaxis.
The correction lens reduces thecoma and astigmatism of thebasic Ebert design.
F P
V P
Spectrometer layout
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3 June 2005 Brewer Workshop Beijing, China 12
Spectrometer Gratings and “Marks”Brewer gratings all have the same dispersion in the UVdetermined by n/d = 3600 lines per mm * order
Usually as follows:
----
order in -----Grating pitch Blazed for UV BLUE RED
Mark II S
1800
620 nm
2 Mark V S
1800
620 nm
2
1
Mark IV S
1200 1000 nm 3
2
Mark III D
3600
330 nm
1Mark VI S
3600
330 nm
1
measuring:
ozone NO2
ozone atlow sun
Mark III is a double spectrometer (D); roughly the same transmission characteristics as the singles (S), except for “stray light”.Another variation is that earlier Brewers have a much smaller Slit#0 .
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3 June 2005 Brewer Workshop Beijing, China 13
Some dogma………………For a single wavelength input to a linear spectrometer we can write
Signal = intensity of input * f( ,
s
)
where is the wavelength of the input radiation& s is the wavelength setting.f(
, s
) is a response function (count rate. W-1. m2)note: the dispersion function is s
= G( steps )We often do a line scan in which we
use a constant input
, and vary the setting s
.What is more relevant is changing the input given a constant setting.We’ve looked principally at two types of line scan file, c. 9000 from spectral lamps,c. 200 from HeCd Lasers.
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3 June 2005 Brewer Workshop Beijing, China 14
Dogma continued………………For a spectrum of input radiation:
Signal(s
) = P() * f(
,
s
) * d
Where P() is the spectral irradiance (watts m-2
nm-1)
Most spectrometer users assume the above can be simplified to:Signal(s
) = P()*R(s
)*q(
-
s
)*d
R may be called the responsivity and q the “slit function,”and q()
normalized to 1. i.e.: q(
) d
== 1.0…..Not entirely correct.
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3 June 2005 Brewer Workshop Beijing, China 15
Slit #0 “slit function”
-0.6 -0.4 -0.2 0 0.2 0.4 0.6
Slit 0W 297a 34.55
47763666
fwhi=636jw=557
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3 June 2005 Brewer Workshop Beijing, China 16
2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
all available Brewer laser scans
007MKIVf009MKIV012MKII014MKII015MKII017MKII021MKIII029MKV033MKII037MKII042MKV053MKII055MKII069MKV071MKIV079MKIV082MKIVe084MKIV085MKIII107MKIII109MKIVe111MKIII113MKII128MKIII507mkivf521mkiii585mkiii645mkiii
Note the log scale!
How do Brewers Compare??
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-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
class I SB's (signal @300nm<1e-4.2)
007MKIVf012MKII014MKII015MKII017MKII029MKV033MKII037MKII053MKII055MKII069MKV082MKIVe109MKIVe113MKII
Class I Single Brewers
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2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
325 on single Brewers
007MKIVf009MKIV012MKII014MKII015MKII017MKII029MKV033MKII037MKII042MKV053MKII055MKII069MKV071MKIV079MKIV082MKIVe084MKIV109MKIVe113MKII
2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
class II SB's (signal @300nm>1e-4.2)
009MKIV042MKV071MKIV079MKIV084MKIV
Class II Single Brewers
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-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
class I SB's minus atypical #017
007MKIVf012MKII014MKII015MKII029MKV033MKII037MKII053MKII055MKII069MKV082MKIVe109MKIVe113MKII
Cass I SB -
#017
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2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
class I's minus #017, #007 and #109
012MKII014MKII015MKII029MKV033MKII037MKII053MKII055MKII069MKV082MKIVe113MKII
Class I -
#s 007, 017, 109
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3 June 2005 Brewer Workshop Beijing, China 212800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
two extended-scan class I SB's, (007 and 109).
007MKIVf109MKIVe
Extended Scan Singles #s 007, 109
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3 June 2005 Brewer Workshop Beijing, China 222800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
two of the triad SB's, (014,015), and another (012).
012MKII014MKII015MKII
Three Single Brewers –
012, 014, 015
#014, #015Are Toronto TRIAD Instruments
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2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
double Brewers on 325 nm
021MKIII085MKIII107MKIII111MKIII128MKIII
Note: #085 scan was done before the replacement of the ground quartz
Double Brewers
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3 June 2005 Brewer Workshop Beijing, China 24
2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
double Brewers on 353 nm
521mkiii585mkiii645mkiii
Secondary peak at 325 nm is from impurity of the 353 nm laser
Double Brewers using 353nm
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3 June 2005 Brewer Workshop Beijing, China 25
325 & 352 nm laser scans ….
2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
325 & 353nm lasers on same single Brewer
007MKIVf507mkivf
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3 June 2005 Brewer Workshop Beijing, China 26
325 & shifted 353 laser scans…
2800 2900 3000 3100 3200 3300 3400 3500 3600 3700-8
-7
-6
-5
-4
-3
-2
-1
0
wavelength setting (nm*10)
log1
0(no
rmal
ized
sig
nal)
007 measured at 325nm.007 measured at 353nm,shifted to 325nm.
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3 June 2005 Brewer Workshop Beijing, China 27
325 & 353 nm comments………So yes the shape is the same, or is it?
Actually the centre is ~10% narrower as the optics dictate
has ~10% less energywings are ~20% lower
have ~20% less energy
The reasoning is that the ratio of good to bad should be constant regardless of slit width,assuming the aberration-and-diffraction-
determined width is
smaller than the geometrical (slit-size-
determined) width,which appears to be the case.
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3 June 2005 Brewer Workshop Beijing, China 28
The data
290 295 300 305 310 315 320 325 330 335 340-2
-1
0
1
2
3
4
5
6
7Multislit laser scan CZ09405.145, (5th segment)
0123452d4d
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3 June 2005 Brewer Workshop Beijing, China 29
How to do laser scans
•
Need to do at least at two neutral density filter wheel positions to capture both the peak and the “stray light”
•
It looks like we can use laser scans to find neutral density factors for the single instruments, but not for the doubles.
•
Need to characterize the ND filters separately for the doubles
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3 June 2005 Brewer Workshop Beijing, China 30
How to do laser scans
•
Important: there must be no changes in the optical configuration or laser position when doing multiple ND filters
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3 June 2005 Brewer Workshop Beijing, China 31
Conclusion
•
We are learning a great deal about the Brewers with laser scans
•
We need to help Tom and Mike with establishing rules on how to do laser scans in the field
•
We also need to propagate this information to the rest of the Brewer community
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3 June 2005 Brewer Workshop Beijing, China 32
Ozone in Toronto -
#s 085, 039
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3 June 2005 Brewer Workshop Beijing, China 33
Ozone at Sodankyla
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3 June 2005 Brewer Workshop Beijing, China 34
Airmass Dependence
x = ( Fo -
F ) / ( alpha * mu ) …with dFo the error in ETC…
x’
= ( Fo + dFo -
F ) / ( alpha * mu ) = x -
dFo / ( alpha * mu )
%x = x -
[ x + dFo / ( alpha * mu ) ] / x * 100
= -
dFo / ( alpha * mu ) / x * 100
let sx = mu * x slant column ozone
%x = %x( mu = 1 ) / mu
So at 2400 DU more we expect a 1%(mu = 0) to be 1% / 6 = 0.15% (mu=6)
…in the presence of an ETC error
This is NOT what was happening in Sodankyla!
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3 June 2005 Brewer Workshop Beijing, China 35
dO3 = ( -6%-0.8% ) /( 2400 - 600 ) = 3.8E-3 %/DU slant column
Stray Light Correction
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3 June 2005 Brewer Workshop Beijing, China 36
Courtesy A. Cede
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3 June 2005 Brewer Workshop Beijing, China 37
CPFM on WB-57F
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3 June 2005 Brewer Workshop Beijing, China 38
CPFM Stray Light
Function
660 680 700 720Pixel Number
-2.00
0.00
2.00
4.00
6.00-lo
g(-lo
g(N
orm
aliz
ed In
tens
ity))
Y = -0.00589632 * X + 2.37681Y = 0.00456359 * X + -4.94138
Y = -0.0558675 * X + 37.8466Y = 0.0675285 * X + -47.6797
Y = 1.43717 * X + -993.059 Y = -1.55749 * X + 1086.16
1. I(i) = I(i) / Imax2. f = -log(-log(I(i)))
HeCd 325 nmStray Light Function
Composition andPhotodissociativeFlux Measurement
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3 June 2005 Brewer Workshop Beijing, China 39
290 300 310 320 33010-5
10-4
10-3
10-2
10-1
100
Wavelength (nm)
Res
pons
e Fu
nctio
n (-)
#009, Mk IV#014, Mk II#015, Mk II#071, Mk IV
Single-Brewer stray light rejection is 10-5-10-4
as measured by scanning 325 nm HeCd laserline
Instrument function core, FWHM=0.55 nm
Stray light wing
Stray light shoulder
Laserscans
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3 June 2005 Brewer Workshop Beijing, China 40
Nature of Stray Light Effect6
F = Σ
al
log[ Il ]l=3
X = ( Fo
– F ) / ( Δα
μ
)
Stray light adds signal at each wavelength. largely from longer wavelengths (spectrum gradient)
Assume that the stray light is from the longest wavelength, and affects the shortest the most…
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3 June 2005 Brewer Workshop Beijing, China 41
Stray Light Simplified
F = a3
log[ I3
+ βI6 ] + Σ
al
log[ Il ]
F = a3
log[ I3
( 1+ βI6
/ I3 ) ] + Σ
al
log[ Il ]
F = Σ
al
log[ Il ] + a3
log[ 1+ βI6
/ I3 ]
= F’
+ a3
log[ 1+ βI6
/ I3 ] ~ F’
+ ζ
I6
/ I3
with ζ=a3
βNow X = ( Fo
-
F ) / ( Δα
* μ
)
Brewer ozone is based on slit positions l = 3 to l = 6Sum over l = 4 to 6
β
is stray light fraction
Where F’
is thetrue ozone ratio
l = 4 to l = 6
l = 3 to l = 6
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3 June 2005 Brewer Workshop Beijing, China 42
RearrangingX = ( Fo
-
F ) / ( Δα
* μ
) X = [ Fo
– ( F’ + ζ
I5 / I2
) ] / (Δαμ
)= X’
-
ζ
I5 / I3
/ ( Δαμ
)Now I3
= Io3
exp( -
μ α3
X’
)X = X’
-
ζ
I5
* exp( μ α3
X’
) / Io2
/ ( Δαμ
)For μ α3
X’
small and I5
only lightly attenuated:X ~ X’
-
ζ
Io5 * (μ α3
X’
+ (μ α3
X’)2/2 ) / Io3
/ (Δαμ
)X ~ X’
-
ζ
Io5
/Io3 X’
-
ζ
Io5
/Io3 μ α3
X’2/2 since Δα
~ α3X ~ X’
( 1 -
ζ
Io5
/Io3
-
ζ
Io5
/Io3 μ α3
X’/2 )Let ξ
= ζ α3 / 2 and recognize that Io5 ~ Io3
X ~ X’
( 1 -
ζ
-
ξ μ X’
)
X’
is the true ozone
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3 June 2005 Brewer Workshop Beijing, China 43
dO3 = ( -6%-0.8% ) /( 2400 - 600 ) = 3.8E-3 %/DU slant column
Stray Light Correction
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3 June 2005 Brewer Workshop Beijing, China 44
Stray light is modelled by
1.
Calculating transmitted solar irradiances from 290-350 nm at 0.05 nm resolution, multiplying by measured responsitivity, and convolving with laser scan to get synthetic Brewer measurements for each slit
2.
Deriving ETC by performing Langley on synthetic data
3.
Applying Brewer algorithm to synthetic data and ETC
Stray light errors are determined by
1.
Modeling Brewer column including stray light
2.
Modeling
Brewer column including only instrument function core
3.
Calculating fractional difference, (xstray
– xcore
) / xcore
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3 June 2005 Brewer Workshop Beijing, China 45
Modelled Fractional Stray Light Signal for Brewer #014-
Multiple latitudes and months (ozone profiles), SZAs considered
(which is why there is some scatter)
0 1000 2000 3000 4000
10-2
10-1
100
Slant Column, x (DU)
Frac
tion
Stra
y Li
ght
012345
Slit #
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3 June 2005 Brewer Workshop Beijing, China 461 2 3 4 5-10
-8
-6
-4
-2
0
2
Airmass,
log(
S i)-lo
g(S 5)
MeasurementsModel with strayModel corrected
Comparing Modelled Signals with Observations from Brewer #007 (Fairbanks, May 5, 2001)
-
compare log(Si
)-log(S5
), where Si
is signal at slit i
-
Small differences may remain due to assumed Rayleigh, solar flux, slit widths; slit 0 and 1 suggest slightly too much stray light in model
i=4
i=3
i=2
i=1i=0
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3 June 2005 Brewer Workshop Beijing, China 47
Modelled Stray light Error in Ozone Columns
500 1000 1500 2000 2500 3000 3500-1
-0.8
-0.6
-0.4
-0.2
0
Slant Column, x (DU)
Rel
ativ
e Er
ror
#009, Mk IV#014, Mk II
Error ()
here caused primarily by stray light wing; thus(009)>(014)
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3 June 2005 Brewer Workshop Beijing, China 48
Modelled Stray light Error in Ozone Columns
200 400 600 800 1000 1200 1400 1600-0.08
-0.07
-0.06
-0.05
-0.04
-0.03
-0.02
-0.01
0
Slant Column, x (DU)
Rel
ativ
e Er
ror
#009, Mk IV#014, Mk II
** Model predicts non-zero error even for small slant
columns
Error ()
here caused primarily by stray light shoulder; thus(014)>(009)
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3 June 2005 Brewer Workshop Beijing, China 49
Modelled Stray light Error
-
Non-zero error at small x is at 1-1.5% level
-
Jim Kerr (personal communication) estimated
this to be about at ~1% error by
analyzing
Brewer measurements
-
A small model-measurement inconsistency may remain
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3 June 2005 Brewer Workshop Beijing, China 50
Parameterizing Laserscans
Fitting a Lorentzian to the shoulder region and a constant to the wings seems reasonable (3 parameters)
-300 -200 -100 0 100
10-6
10-4
10-2
100
Wavelength (A)
LaserscanFit to shoulder+wingabs(difference)
#015
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3 June 2005 Brewer Workshop Beijing, China 51-400 -300 -200 -100 0 100 200
10-5
10-4
10-3
10-2
10-1
100
Wavelength (A)
12345
Parameterizing Laserscans
Question: is a laserscan measured using slit 1 representative of stray light for slits 2-5?
Internal reflection at Slit 5
#015
Yes, although subtle differences are evident whenexamining Lorentzianfitted parameters:
Slit Amplitude
Width
(x10-3)
(A) 1
5.05
13.4
2
5.26
12.93
5.84
12.8
4
5.73
12.6
Slit #
Lorentzian Fits
31 May –
3 June 2005 Brewer Workshop Beijing, China 52
Correcting Brewer Measurements
Brewer equation with stray light can be written as
x = (F –
F0
–
F) /
where F is the stray light contribution to F (that is, subtracting F from F removes the stray light), and is a combination of the fraction of stray light at slits 2, 3, 4, and 5
F (calculated in the model) for a particular Brewer can be expressed as a combination of the signals (S) at each slit
F = i ai
log(Si
) where I = 1 to 5
F0
was calculated with stray light removed during the Langley analysis
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3 June 2005 Brewer Workshop Beijing, China 53
Correcting Brewer Measurements
After applying parameterization of F to model columns, remaining stray light error is <2 DU for SCD up to 4000 DU.
#015
0 1000 2000 3000 4000-4
-2
0
2
4
6
Slant Column, x (DU)
Rem
aini
ng E
rror
(DU
)
31 May –
3 June 2005 Brewer Workshop Beijing, China 54The End –
Thank you!