Preliminary Report for NASA GSFC meeting: DO NOT CITE 

Overview of the measurements performed by the C-130 aircraft during SAFARI-2000

Jim Haywood*, Simon Osborne*, Pete Francis*, Andreas Keil*, Paola Formenti$#, M.O. Andreae$, B.N. Holben&, and O. Dubovik&

 

*Met Office, Bracknell, UK.

$ MPI, Mainz, Germany (#Now at Universidade de Evora, Portugal)

&NASA Goddard Space Flight Center, Greenbelt, MD, USA


1. Instrumentation

 

The C-130 was equipped with the standard instrumentation fit detailed in Johnson et al. (2000). In addition to the standard instrumentation, the following equipment was fitted specifically to achieve the objectives of SAFARI-2000. Table 1 shows the specialized additional instruments fitted to the C-130 and the status of each during each flight.

1.1 Aerosol and cloud measurements

Aerosol size distributions between 0.05-1.5 mm radius were determined with a Particle Measuring System (PMS) Passive Cavity Aerosol Spectrometer Probe (PCASP). A Fast Forward Scattering Spectrometer Probe (FFSSP) developed from a PMS FSSP was used to measure aerosol and cloud particles between 2-47 mm diameter, while a PMS two-dimensional cloud probe (2-DC) measured drizzle-sized drops between 25-800 mm diameter. The Small Ice Detector (SID), developed jointly by the Met Office and the University of Hertfordshire (Hirst et al., 2001), was also fitted. SID was originally designed to measures particle shape, size and concentration to discriminate between super-cooled water drops and ice crystals in  the diameter range 1-25 mm. However, coarse mode aerosol particles are also detectable and may be sized. Total aerosol concentrations down to a nominal 3 nm in diameter were measured with a TSI condensation particle (CP) counter model 3025. Cloud condensation nuclei (CCN) supersaturation spectra were measured with a Met Office CCN counter which is based on the thermal gradient diffusion chamber design (Saxena et al., 1970). The operating supersaturation range was normally between 0.1 and 1.2 % with respect to liquid water. The CCN counter builds up a spectrum by subjecting individual samples of air drawn from a large bag sample to (usually) 5 supersaturations within the above range. Aerosol chemistry was determined from isokinetic sampling onto filter substrates. Two filter packs were used: quartz filter packs for black and organic carbon analysis, and Teflon packs for major cation and anion chromatography.  Each of these packs had a Nuclepore filters mounted in front of them to fractionate the particles into a coarse (onto the Nuclepore) and fine (onto the Teflon or quartz) fraction, the approximate cut between coarse and fine particles being 1.3mm diameter. These filters were subsequently used with an electron microscope to determine the shape of the aerosol particles. Chemical speciation was performed for inorganic soluble ions using ion chromatography (Andreae et al., 2000). Inorganic soluble and insoluble ions were determined using Particle Induced X-Ray Emission and Instrumental Ion Activation Analysis (Maenhaut and Zoller, 1977). Black carbon was determined using a light transmission technique (Andreae, 1983), and organic carbon was determined using a thermal-optical transmission technique (Birch and Cary, 1996). Particulate absorption of radiation of wavelength 0.567 mm was measured with a Radiance Research Particle Soot Absorption Photometer (PSAP). Aerosol scattering was determined at 3 wavelengths (0.45, 0.55, 0.70 mm) with a TSI 3563 nephelometer. Corrections were applied to the data from the PSAP to account for inaccuracies in the flow rate, area of exposure of the filter, and absorption artifacts following the analysis of Bond et al. (1999). Corrections to the nephelometer to account for the truncation of forward-scattered radiation were applied following the results of Anderson and Ogren (1998). In addition to the FFSSP and 2-DC for measuring droplet sizes, cloud liquid water content was measured with two hot wire probes: the Johnson-Williams and the Nevzerov. Total water content was measured with a Met Office Lyman-Alpha absorption hygrometer.

1.2 Radiation measurements

 

 The C-130 was equipped with upward and downward facing Eppley broad-band radiometers (BBRs) fitted with clear and red domes with aft mounted obscurers which cover the 0.3-3.0mm and 0.7-3.0mm spectral regions respectively (see Haywood et al., 2001). Upward and downward facing pyrgeometers are also mounted adjacent to the pyranometers, which detect down-welling and upwelling irradiances respectively over the 3.0-50mm spectral range. A new narrow field-of-view (approximately 1.5o half angle) nadir-viewing Short Wave Spectrometer (SWS) manufactured by Zeiss was fitted to the aircraft to determine the upwelling solar radiance over the spectral region 0.3-1.7mm in 324 continuous spectral bands. The nominal width of the spectral bands is approximately 3.3nm in the 0.4-0.96mm spectral region and 6nm in the 0.96-1.7mm spectral region. The Met Office Scanning Airborne Filter Radiometer (SAFIRE) measures radiances in 16 bands across the visible and near-infrared region of the spectrum and was mounted in a pod on the port wing of the C-130. It was operated almost exclusively in either nadir or zenith viewing modes. The Airborne Research Interferometer Evaluation System (ARIES) measured terrestrial radiances over the wavelengths 3.33-16.7mm (3000-600cm-1 wavenumbers) at 1cm-1 wavenumber resolution, and was mounted in a pod on the starboard wing of the C-130. While capable of scanning, ARIES was operated almost exclusively in either nadir or zenith viewing modes.

1.3. Chemistry measurements

     Continuous measurements of ozone (TECO 49, UV absorption technique) and carbon monoxide (resonance-fluorescence technique, developed by fz-Juelich) were made throughout the SAFARI campaign. Sequential measurements of NO and NOx (10 second averages) were also made for flights (TECO 42, chemiluminescent technique). Measurements of acetonitrile, a unique tracer of biomass burning, and acetone were obtained at a high resolution by Mass Spectrometry (University of Mainz). It is hoped that a plume age can be obtained from measurements of a range of C2-C7 non-methane hydrocarbons from bottle samples and from benzene and toulene measurements from an on-board gas chromatograph (University of Leeds). It is also envisaged that using the hydrocarbon concentrations obtained photochemical production rates of acetone can be estimated using a simple lagrangian model. Bag samples were also obtained, in order to investigate emissions of carbon  monoxide, nitrous oxide and methane from the biomass burning plumes.

2. Flight patterns

The C-130 of the UK Met Office performed 8 dedicated flights from Windhoek, Namibia during the period 5-16 September 2000, with two additional scientific transit flights Windhoek-Ascension Island on 2 September  and 18 September, 2000, for a total of approximately 80.5 hours. Table 1 shows the dates, duration, operating region and objectives of the flights, and Figure 1 shows the flight tracks of the C-130. Back trajectories suggest that the C-130 was generally operating downwind of the significant sources of the biomass aerosol and that the aerosol was typically a few days old. The majority of the flights were performed over the ocean where the surface is relatively well-characterised, but two flights were performed over the Etosha CIMELS sites with co-incident MODIS, MOPPITT and MISR swaths from the TERRA satellite. Additionally, on September 13 the aircraft operated in a fresh biomass plume over an anthropogenically induced biomass fire near the agricultural town of Otavi in northern Namibia.

     The dedicated flight patterns typically consisted of straight and level runs (SLRs) within, below and above the aerosol layer, with profiles in between. The SLRs within the aerosol layer concentrated on in-situ sampling of the aerosol size distributions with the PMS probes and SID, collection of filter samples to determine aerosol chemistry, and in-situ measurements of the scattering, back-scattering and absorption coefficients with the nephelometer and PSAP. The SLRs below the aerosol layer typically consisted of a pair of into- and down-sun legs performed at 30m ASL to enable determination of the direct and diffuse components of irradiance and the aerosol optical depth (Hignett et al., 1999). At low levels, SAFIRE and ARIES typically performed zenith views looking up through the aerosol layer to determine the spectrally resolved downward radiances. Orbits were also performed at low-levels to determine the spectrally resolved angular distribution of the radiances from the SAFIRE instrument (Francis et al., 1999). The SLRs above the aerosol layer enabled determination of the aerosol optical depth from the upwelling irradiances from the BBRs over ocean surfaces (Haywood et al., 2001a; 2001b). At high levels, SWS, ARIES and SAFIRE typically performed nadir views to determine the spectrally resolved upwelling radiances looking down through the aerosol layer.

3.Vertical profiles of CO and aerosol concentrations.

Vertical profiles of aerosol particle concentration, nephelometer scattering coefficient and carbon monoxide were found to be well correlated. Two distinct types of aerosol profile were observed, corresponding to over land and over ocean.

3.1. Vertical profiles over land

Figures 2 and 3 shows the vertical profile of the CO (ppbv), nephelometer 0.55mm scattering coefficient (m-1), and PCASP number concentration (cm-3) over the Etosha CIMELS site on 6 September 2000. At 10:00GMT (Figure 2), the decoupling of the boundary layer is discernable, with the largest concentrations of CO and aerosol and scattering coefficients in an elevated layer between approximately 3000-5250m ASL. By 12:00 GMT (Figure 3), the concentrations of CO and aerosol become well mixed from the surface to 5250m in response to the strong surface heating and associated dry convection.

3.2 Vertical profiles over ocean

     Figure 4 shows typical profiles of CO, aerosol scattering coefficient and aerosol number concentration over the ocean. The main aerosol layer is at 3000-5000m ASL with elevated aerosol concentrations down to 1500m. There is a distinct ‘clean slot’ where the aerosol concentrations, aerosol scattering and CO concentrations are much reduced to pristine conditions above the Sc cloud which is capped by a strong (10K) inversion. These conditions were found almost universally between flights indicating that aerosol/cloud interaction was insignificant thus an indirect effect in the Sc sheets appears unlikely. The implications of this finding are far reaching – if the absorbing aerosol exists above the cloud layer and there will be no indirect effect, and the net radiative forcing of the aerosol may be positive rather than negative as suggested by the recent IPCC (2001) report. Investigations using the observed optical properties of biomass aerosols detailed in section 6 together with observed cloud fields suggests that this may indeed be the case. Further investigation is required before this result is generally accepted.

4. Aerosol size distributions

     Size distributions from the PMS probes were measured during the duration of the campaign. Because the C-130 was operating a significant distance downstream of the main areas of biomass burning, the aerosol size distributions measured were representative of aged biomass aerosol. The size distributions presented here represent the flight average of aerosol size distributions measured during straight and level runs, each of which was of at least 10 minutes duration. The size distributions therefore represent typical aerosol size distributions encountered for each day. An exception is for flight a790 on Sept 13 when the aircraft operated over a large biomass fire in agricultural land spanning an area in excess of 8km2 near the town of Otavi. These measurements are taken from three straight and level runs at mean altitudes of between 980ft and 693ft AGL, which was as low as the aircraft could safely operate because of the proximity of the Otavi mountains on either side of the biomass plume. A particle threshold of greater than 5000particles/cm3 was applied so that these aerosol distributions are representative of fresh biomass burning aerosol which is a few minutes old. 

     The average normalised number and normalised volume distributions obtained for each flight during the campaign from the PMS probes are shown in Figures 5a and 5b. Figure 5a shows that the aged aerosol number-distribution shows a similar shape for each day, with a mode radius of 0.14mm, and evidence of another mode close to 1.13mm. The most significant variations for different days is in the super-micron particles measured by the FFSSP. Figure 1b shows the same measurements plotted as volume distributions. The two modes at 0.14mm and 1.13mm are both clearly visible. Furthermore, some of the distributions (e.g. a790) show a further mode at a radius of approximately 10mm, this mode of coarse particles is particularly noticeable in the measurements made in the biomass plume at Otavi.

     Additional measurements with the PMS probes were performed at 100ft ASL to determine the size distribution of marine aerosol. The resulting size distributions are shown in Figure 6. These aerosol distributions should be applied to the marine boundary layer (generally the lowest 1-2km) in radiative transfer calculations in closure studies/satellite retrieval algorithms.

5. Aerosol chemical composition

Aerosol chemical composition analyses have not yet been fully completed. However, BC has been determined using the light transmission technique, and OC has been determined using the thermal-optical transmission technique. These analyses are summarised in Figures 7 and 8. The mean BC/OC mass fraction for aged aerosol is 0.08. These results are similar to the results of Ferek et al. (1998) who reported BC/OC mass ratios of 0.08 for smoldering fires during SCAR-B and Reullan et al. (1999) who reported BC/OC ratios of 0.08 for savanna haze. This ratio of BC/OC is used in deriving the aerosol optical properties in section 7.

 

6. CCN measurements

     Figure 9 shows three CCN curves representing relatively young biomass aerosol (~12 h over the sea) from 7 September, aged biomass aerosol (~4 days over the sea) from 16 September, and one spectrum from just above the subsidence inversion within the 'clean slot' from 7 September (see Figure 4). Concentrations of CCN are lower across the whole supersaturation range in the aged aerosol compared to both the younger aerosol and the clean layer. The differences between the young and the aged biomass aerosol CCN spectra may be due to a combination of dilution and homogeneous aerosol processing. Interaction of the biomass aerosol with boundary layer cloud is very unlikely and so cloud processing (including washout) is unlikely. Calculations reveal sedimentation is unlikely to significantly affect aerosol concentrations for particles of the order of 0.1 mm and smaller. The reasonable levels of Aitken particles (and CCN) in the clean slot relative to the aged biomass probably arose through secondary particle formation. The low concentrations of Aitken particles in the aged biomass probably resulted from coagulation of these particles and hence growth into the accumulation mode.

     The gradients of all three curves are similar at supersaturations greater than 0.4 % and was typical for all observations of the biomass aerosol over sea and land. Although the aged curve contains lower aerosol concentrations, the shape and chemistry of the aerosol size spectrum has probably changed little. The gradient of the curves below 0.4 % are quite different, with a much steeper gradient in the younger aerosol while the aged aerosol has an approximately linear relationship. These results are consistent with previous studies of CCN curve gradients (Desalmand, 1985).

     The CCN to total CN ratio at 1.0 % supersaturation does not change between the young aerosol in A787 and the aged aerosol in A792 i.e. 0.37  +/- 0.06 (one S.D.) and 0.36 +/- 0.20, respectively. Again, this indicates very little processing of the aerosol in terms of the size spectrum and chemistry, apart from dilution. The CCN to CN ratios within the clean slot were higher 0.80 +/- 0.06 at 1.0 % supersaturation.

7. Determination of optical properties

     Two methods for determining the optical parameters are investigated here. The first uses PMS measurements of the size distributions of aerosols and Mie scattering theory, while the second provides independent measurements of the scattering and absorption coefficients with the PSAP and nephelometer. 

7.1 Determination of the optical properties from in-situ measurements of the size distribution and assumed refractive indices

     The optical properties of the aerosol size distributions shown in Figures 5a and 5b are determined using Mie scattering theory and the real part of refractive indices of Yamasoe et al. (1998), and a wavelength independent imaginary refractive index of 0.018i (similar to the 0.02i assumed by Gleason et al. (1998)). A density of 1.35gcm-3 is assumed for the density of biomass aerosol (Reid and Hobbs, 1998). Kotchenruther and Hobbs (1998) measured the effect of relative humidity upon biomass aerosol scattering coefficients in Brazil. For aged biomass aerosol the scattering coefficient increased by a factor of just 6% at a relative humidity of 80%. Similarly, Ross et al. (1998) reports an increase in scattering coefficient of 10% at a relative humidity of 85%. The ambient relative humidity measured by the aircraft on the runs making up the size distributions shown in Figure 1 are considerably less than this, (mean relative humidity 34% and standard deviation 16%), thus the effects of relative humidity are neglected. Note that at present, no account has been made for crustal mineral material that is likely to be present in the coarse mode of the aerosol. However, neglect of the crustal material will not influence the derived single scattering albedo significantly for wavelengths of 0.55mm. There may be a considerable effect upon the specific extinction coefficient and is the subject of ongoing work. The results are summarised in Table 2.

     For the aged plume at a wavelength of 0.55mm the specific extinction coefficient, kel=0.55, ranges from 2.5m2g-1 to 4.8m2g-1 while the asymmetry factor, gl=0.55, ranges from 0.56 to 0.61, and wol=0.55 is in the narrow range 0.89-0.91. The mean optical parameters at 0.55mm determined from the mean size distribution are kel=0.55=4.0m2g-1, g l=0.55=0.58, and wo l=0.55=0.90.

7.2 Determination of the optical properties from in-situ measurements with the nephelometer and PSAP

     Measurements were performed using the PSAP and nephelometer over periods identical to those used in calculating the PMS mean aerosol size distributions shown in Figure 5. The nephelometer was corrected for variations from STP, for truncation of the forward-scattered radiation, and for deficiencies in the illumination source (Anderson and Ogren, 1998). The PSAP was corrected for variations in the area of the exposed filter, inaccuracies in the flow rate measured by the instrument, for scattering being mis-interpreted as absorption, and for multiple scattering (Bond et al., 1999). Both of these sets of corrections tend to decrease the absorption coefficient while increasing the scattering coefficient hence raising wo (see Haywood and Osborne, 2000). While the nephelometer measures at three wavelengths (0.45, 0.55, and 0.70mm), the PSAP measures the absorption at 0.567mm. This enables determination of wo l=0.55 to a reasonable accuracy, but assumptions have to be made about the wavelength dependence of the absorption coefficient to enable estimation of wo l=0.45 and wo l=0.70. Here we make the assumption that the absorption coefficient is proportional to 1/l (Reid and Hobbs, 1998). The model calculations suggest this is a more realistic assumption than a wavelength independent absorption coefficient. The results are summarised in Table 2.

     The single scattering albedo from the PSAP and nephelometer is in good agreement overall with those derived from measurements of the size distribution, which supports the use of an imaginary refractive index of 0.018i.

8. Effects of non-sphericity

In addition to the PMS probes, the C-130 was equipped with the SID probe that determines the degree of non-sphericity of super-micron radius particles (smallest detectable radius ~1.0mm). The operating principles of the SID probes is straightforward and is similar to the PMS probes. Radiation of a single frequency is emitted from a laser, is incident upon a particle and is scattered. For the PMS probes, the scattered radiation is collected over a particular range of scattering angles by use of e.g. a parabolic mirror and is focussed upon a photo-detector which converts the intensity of the collected scattered radiation into a voltage. The SID probe uses a series of 7 individual detectors to determine whether the scattering pattern resembles that expected from spherical particles. A ‘asphericity factor’, af, is hence defined wich determines the degree of non-sphericity. Experience in mixed phase clouds indicates that an af of around 11 is the interface between a particle exhibiting spherical scattering with an afs higher than 11 exhibiting increasingly non-spherical scattering.

Figure 10 shows an example of af for three different types of particle namely sea-salt, biomass plume from SAFARI-2000, and mineral dust. Sea-salt particles were sampled during straight and level runs (SLRs) at 100ft over ocean during SAFARI-2000. Biomass particles are from SLRs during flight a787 on 7 September, 2000 when the C-130 was operating in an aged biomass plume. Mineral dust measurements are taken from SLRs during an outbreak of Saharan dust during the SaHAran Dust Experiment (SHADE) based in Sal, Cape Verde Islands from 21-29 September, 2000. Figure 10 shows that the scattering of radiation by sea-salt particles is well represented by spherical particles (mean af 4.5 stdev 1.8). The af for mineral dust shows that the particles are almost exclusively non-spherical (mean af 22.6 stdev 10.4). The results for the biomass aerosol shows that the scattering is somewhere between the sea-salt and the mineral dust (mean af 15.9 stdev 10.7) and hence the majority of super-micron particles must be considered non-spherical. The implications of these findings are that for the aerosol measured in SAFARI-2000, the FFSSP measurements may be affected by non-spherical scattering effects that may influence the derived super-micron particle size distributions. These results may also have implications for the sun-photometer derived size distributions that rely on measurements of the sky radiances (e.g. Dubovik et al., 2000) because non-spherical particles generally scatter more radiation in the backward direction and may therefore lead to erroneous inclusion of a larger number of small particles.

9. Comparison of C-130 measurements of size distributions and optical depths and optical properties with those from the Etosha CIMELS site.

9.1Optical depths

     The broad-band optical depths were calculated using the method of Hignett et al. (1999) for flights a786 and a790 on 6 and 13 September, 2000. The 0.3-0.7mm optical depths were found to be 0.40 and 0.64. These values compare reasonably with the 0.51 and 0.61 optical depths measured at the CIMELS site. The C-130 measurements of optical depth may be subject to change as more sophisticated treatment of the obscurer corrections is necessary. These calculations are underway.

9.2 In situ size distributions & optical parameters

     The size distributions measured by the PMS probes of the C-130 may be compared directly to those derived from the Etosha Pan CIMELS site. Two retrieval algorithms are used in deriving the size distributions namely those of Dubovik and King (2000) and Nakajima et al. (1996). The retrieval algorithm of Dubovik and King (2000) also produces estimates of the refractive index of the aerosol particles and the imaginary part of the refractive index. The flights that were performed over the Etosha CIMELS site were a786 and a790 on 6 and 13 September 2000. A comparison of the size distributions is shown in Figure 11. The agreement between the size distributions derived using the retrieval algorithm of Dubovik and King (2000) is in significantly better agreement with the in-situ PMS probe measurements made by the C-130 than the retrieval algorithm of Nakajima et al. (1996). Indeed, on 13 September, the agreement between the size distributions is excellent, considering that the measurements are totally independent, thus providing evidence that the retrieval algorithm of Dubovik and King (2000) is accurate for biomass aerosols.

     The real (re) and imaginary (im) part of the refractive indices and the single scattering albedo from the Dubovik and King (2000) retrievals may also be compared against the C-130 measurements/ modelling efforts summarised in Table 2. In the C-130 calculations, re is assumed to be 1.53, 1.55, 1.59, and 1.58 at wavelengths of  0.44, 0.67, 0.87, and 1.02mm, and im is assumed to be 0.018i over all these wavelengths.

     For 6 September, re from the Dubovik and King (2000) retrievals is 1.57, 1.58, 1.59, and 1.59 and im is 0.018i which is entirely consistent with the C-130 measurements/modelling assumptions when the variability in the retrievals is considered. The single scattering albedo at 0.55mm is 0.90 for the Dubovik and King (2000) retrieval and 0.89 and 0.86 when derived from the PMS distributions and from the nephelometer and PSAP on the C-130 (Table 2).

     For 13 September, re from the Dubovik and King (2000) retrievals is 1.56, 1.57, 1.59, and 1.60 and im is 0.019i which is entirely consistent with the C-130 measurements/modelling assumptions when the variability in the retrievals is considered. The single scattering albedo at 0.55mm is 0.87 for the Dubovik and King (2000) retrieval and 0.87 and 0.88 when derived from the PMS distributions and from the nephelometer and PSAP on the C-130 (Table 2).

9.3 Derivation of size distributions from C-130 orbits

     The size distributions and optical depths of the aerosol may also be derived from multi-spectral SAFIRE radiance measurements from low-level orbits over the Etosha site. These orbits were performed by matching the angle of bank of the aircraft to the solar zenith angle, q, thus enabling radiance measurements ranging from zero to 2q. An example of the radiance measurements is shown in Figure 12. The results show the expected lower radiances at longer wavelengths, although there still some calibration issues that need rectifying as indicated by the 

10. Discussion and conclusions

     The chemical composition analysis suggests that the mass ratio of BC/OC for the aged aerosol measured over and around Namibia is approximately 0.08. By applying reasonable assumptions about the refractive indices and density of BC and OC, an imaginary part of the refractive index of 0.018i is deduced. Application of this imaginary part of the refractive index leads to agreement between the single scattering albedo measured using the PSAP and nephelometer, and those derived from the in-situ measured size distributions.

     The range in the mass scattering efficiency, ks l=0.55, of 2.5-4.3m2g-1 is similar to the 2.9-4.6m2g‑1 determined by Ross et al. (1998) for biomass burning aerosol in S. America. The g l=0.45 of 0.64 from the measured size distribution is in good agreement with the g l=0.44 of 0.65 derived by Remer et al. (1998). wo l=0.55 is in reasonable agreement with the results of Remer et al. (1998), Kaufman et al. (1992), and von Hoyningen-Huene et al. (1998). However, wo l=0.55 is higher than the 0.83 derived by Hobbs et al. (1997) and Reid et al. (1998) with implications on the global mean estimates of the radiative forcing due to biomass aerosols.

     The agreement between the sun-photometer measurements of size distribution, real and imaginary part of the refractive index, and single scattering albedo is excellent, and justifies further work and collaboration.

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           J.M Haywood, S.R. Osborne, P.N. Francis, A. Keil: Met Office, Y46 Bldg, DERA, Farnborough, Hants, GU14 0LX, UK.

P. Formenti: Departemento de Fisica, Universidade de Evora, Rua R. Ramalho, 59, P-7000-532 Evora, Portugal

M.O. Andreae, Max_planck Institute for Chemistry, Mainz, Germany

B. N. Holben, O. Dubovik: NASA GSFC, Code 923, Greenbelt, MD 20771, USA

(jim.haywood@metoffice.com;simon.osborne@metoffice.com;pete.francis@metoffice.com;andreas.keil@metoffice.com; pfo@uevora.pt;moa@mpch-mainz.mpg.de; brent@aeronet.gsfc.nasa.gov; dubovik@aeronet.gsfc.nasa.gov)

 

                          


Tables

Summary of instrument performance on each flight during SAFARI2000 and SHADE

 
Flight No.

Winds

ICTP

GE Dew

Non-deiced T

Deiced temp

Radar alt

GPS nav

Heiman SST

PCASP

FFSSP

2D-C

2D-P

CVI

CCN

CPC3025

PSAP

NEPH

FILTERS

SID

Cloudscope

Nev LWC

J-W LWC

TWC

MARSS

MASS SPEC

CO

Ozone

NOx

Bags

Bottles

Gas chrom

A784

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

N

Y

Y

Y

Y

N

Y

Y

Y

Y

Y

Y

N

Y

Y

Y

N

N

N

A785

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

N

N

N

A786

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

N

N

A787

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

N

A788

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

N

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

N

Y

Y

Y

Y

N

N

A789

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

N

Y

Y

Y

Y

Y

Y

Y

Y

Y

Ye

Yf

Y

Y

Y

Y

Y

N

A790

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

N

Y

Y

Y

Y

Y

Y

Y

Y

Y

Yf

Y

Y

Y

Y

Y

Y

Y

A791

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

Yb

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

N

N

Y

A792

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

Y

Y

Y

Y

Y

Y

Y

Y

Y

Y

Yg

Y

Y

Y

Y

N

N

Y

A793

Y

Y

Y

Y

Y

Y

Y

Y

Ya

Y

Y

Y

Yc

Y

Y

Y

Y

N

Y

Y

Y

Y

Y

Y

N

Y

Y

Y

N

N

Y

A794

Y

Y

Y

Y

Y

Y

Y

Y

Ya

N

Y

Y

Yc

Y

Y

Y

Y

N

Y

Y

Y

Y

Y

Y

N

Y

Y

Y

N

N

Y

Text Box: Table 1: Summary of some of the main instruments specifically fitted for SAFARI-2000

Y = instrument fitted and operated satisfactorily
N = instrument not fitted/instrument not switched on
Ya = PCASP suffered electrical noise at high altitudes over the first few size channels
Yb = The CCN was operated without the alleviator i.e. direct plumbing from the GASP probe to the counter; the results look very suspect, best not to use the data
Yc = CVI suite was never fully operational as a cloud droplet residual collector; it could only operate in “aerosol mode”, which varied between either the CPC 3010 or PCASP being recorded for SAFARI, and for both these instruments being recorded for SHADE
Yd = Mass spec operational for approx second half of flight only
Ye = MARSS suspect
Yf = OK until 1240 z
Yg = Loss of 183 GHz at times


 

Flight No./Date

Flying hours

Region

Objective

A784

2nd Sept. 2000

9:05

Transit

Ascension Island-Windhoek

Investigation of microphysics/cloud fraction of Sc off Namibian coast.

A785

5th Sept. 2000

4:40

Off coast of Namibia

Investigation of direct radiative effect of biomass burning aerosols. Direct radiative effect closure studies.

A786

6th Sept. 2000

6:35

Over land near Etosha surface site

Investigation of the radiative properties of aerosols in conjunction with CIMELS surface site.

A787

7th Sept. 2000

7:55

Off coast of Namibia/

Angola

Investigation of the microphysical and radiative properties of biomass aerosols and marine Sc.

A788

10th Sept. 2000

8:45

Off coast of Namibia

Investigation of in-situ properties of biomass aerosols and direct radiative effect closure studies.

A789

11th Sept. 2000

8:20

Off coast of Namibia/

Angola

Investigation of microphysical properties of clouds/direct radiative effect of aerosols. In conjunction with ER-2, and TERRA overpass.

A790

13th Sept. 2000

8:30

Over land near Etosha surface site. Flights in fresh biomass plume near Otavi.

Investigation of the radiative properties of aerosols in conjunction with CIMELS surface site and TERRA overpass. Flights through smoke plumes at source.

A791

14th Sept. 2000

8:40

Off coast of Namibia/

Angola

Investigation of the microphysical properties of aerosol and direct radiative effect.

A792

16th Sept. 2000

8:55

Off coast of Namibia/

Angola

Investigation of in-situ and radiative properties of biomass aerosols.

A793

18th Sept 2000

9:05

Transit

Windhoek-Ascension Island

Investigation of the microphysical properties of Sc.

Total Hours

80:30

 

 

 

Table2: Summary of the flights and main objective of the C-130 during SAFARI-2000


 

 

Derived from PMS probes

Derived from PSAP and nephelometer

Flight Number and Date

Ntot (cm‑3)

Volume fraction/

particle

 

g

 

wo

 

ke  (m2g-1)

 

wo

 

 

 

l=0.45

l=0.55

l=0.70

l=0.45

l=0.55

l=0.70

l=0.45

l=0.55

l=0.70

l=0.45

l=0.55

l=0.70

A785: Sept 5

1174

9.20x10-21

0.65

0.59

0.50

0.91

0.90

0.89

6.7

4.7

2.8

0.88

0.87

0.84

A786: Sept 6

899

7.88x10-21

0.63

0.56

0.47

0.92

0.89

0.87

5.6

3.8

2.2

0.87

0.86

0.83

A787: Sept 7

1786

8.77x10-21

0.64

0.58

0.50

0.91

0.90

0.88

6.2

4.4

2.6

0.94

0.93

0.91

A788: Sept 10

1570

1.265x10-20

0.66

0.61

0.53

0.92

0.91

0.89

6.3

4.6

2.8

0.93

0.92

0.90

A789: Sept 11

974

1.138x10-20

0.64

0.58

0.50

0.90

0.89

0.86

4.4

3.1

1.9

0.87

0.86

0.84

A790 Etosha: Sept 13

2862

9.450x10-21

0.62

0.57

0.49

0.92

0.88

0.86

3.6

2.5

1.5

0.89

0.87

0.84

A790 Otavi: Sept 13

31091

8.04x10-21

0.60

0.52

0.45

0.89

0.87

0.84

2.7

1.8

1.1

0.94

0.93

0.90

A791: Sept 14

744

1.029x10-20

0.65

0.60

0.52

0.91

0.90

0.88

6.0

4.3

2.6

0.92

0.91

0.89

A792: Sept 16

1298

7.844x10-21

0.64

0.57

0.48

0.91

0.90

0.88

6.9

4.8

2.8

0.93

0.92

0.91

A794: Sept 19

305

7.151x10-21

0.64

0.57

0.48

0.91

0.90

0.88

5.0

3.4

2.0

0.66

0.65

0.63

Mean from Figure

1070

9.07x10-21

0.64

0.58

0.50

0.91

0.90

0.88

5.7

4.0

2.4

0.91

0.90

0.87

 

 

Table 3: The flight mean optical properties of biomass burning aerosols. The optical parameters derived from the PMS probes assume a wavelength dependent real refractive index of Yamasoe et al. (1998) together with a wavelength independent imaginary refractive index of 0.018i, and  a density of 1.35gcm-3. This refractive index is approximately equivalent to a volume weighted mixture of BC/OC with a mass fraction  of 0.08BC assuming rBC=2.4gcm-3 and rOC=1.2 gcm-3. The single scattering albedo derived from the PSAP and nephelometer applies the corrections to absorption described by Bond (1999), and the corrections to scattering described by Anderson and Ogren et al. (1998). Optical parameters at 0.55mm are highlighted in bold. Blue italics are used to highlight flights a790 (the Otavi plume), and a794 (transit from Ascension Island to Sal). The mean optical properties (shown in red) are calculated from the mean size distribution shown in Figure 5. The effects of relative humidity are not considered.


 


Figures

 

 


Figure 1: Map showing the geographical location of the flights performed by the C-130 during SAFARI-2000.


i)

 

ii)

 

iii)

 

 


Figure 2: Profiles of i) CO (ppbv), ii) 0.55mm nephelometer scattering (m-1), iii) PCASP number concentration (cm-3). Data is from a profile over the Etosha Pan CIMELS site on 6 September 2000 at 10:00GMT. The main biomass plume lies between 3000m-5250m ASL. The correlation between the three variables is evident.

 


i)

 

ii)

 

iii)

 

 

 


Figure 3: Profiles of i) CO (ppbv), ii) 0.55mm nephelometer scattering (m-1), iii) PCASP number concentration (cm-3). Data is from a profile over the Etosha Pan CIMELS site on 6 September 2000 at 12:00GMT. The aerosol has become well mixed in the dry convective boundary layer which extends from the surface to approximately 5250m. The correlation between the three variables is evident.


 

iii)

 

ii)

 

iv)

 

i)

 

Figure 4: Profiles of i) CO (ppbv), ii) 0.55mm nephelometer scattering (m-1), iii) PCASP number concentration (cm-3). Data is from a profile off the coast of Namibia on 11 September 2000. The main biomass plume lies between 3000m-5000m although elevated aerosol layers exist down to 2000m ASL. There was a distinct ‘clear slot’ above the cloud region (which is blocked in black in the figures above). The correlation between the three variables is clearly visible.


 


 


Figure 5. The normalised flight mean number and volume distributions of the biomass aerosol measured during SAFARI-2000. The locations of the flights are shown in Figure 1, where the same colours are used. The mean distribution is a mean from all the composite distributions excluding data from the Otavi plume.

 

 

 


Figure 6. The normalised flight mean number and volume distributions of the marine aerosol measured during SAFARI-2000 and SHADE.

 

 

 

 

 


 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 


Figure 7: The results of black carbon and organic carbon speciation from filters collected during each of the flights in SAFARI-2000.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Figure 8: A regression analysis of black carbon vs organic carbon speciation from filters collected during each of the flights in SAFARI-2000. For aged aerosol the mass ratio of BC/OC is 0.08.


 


 

 

 


Figure 9: CCN activation spectra measured on the C-130 from 7 September 2000 (within the elevated pollution layer or EPL containing biomass aerosol ~1 day old in the solid line, and within the lower free troposphere or LFT in the clean slot lying just above cloud top in the dashed line) and 16 September 2000 (within the EPL containing biomass aerosol ~4 days old in the dotted line). Each spectrum is an averaged of multiple samples in the airmasses concerned; each sample was constructed over 5 discrete supersaturations. The vertical and horizontal bars represent +/- one standard deviation in the droplet counts and supersaturations, respectively.

 


 

 

 

 

 

 

 

 

 

Text Box: Asphericity factor, af

Particle Number

 
 


 

 


Figure 10: The asphericity factor, af, from SID for typical SAFARI-2000 (+), mineral dust (+), and sea-salt (+) aerosols.

 



 

Figure 11: Comparison of sun-photometer and C-130 aircraft measurements of aerosol size distributions over the Etosha pan surface CIMELS site on 6 and 13 September 2000. The 0.3-0.7mm optical depths for the 6 Sept and 13 Sept calculated from C-130 measurements were calculated to be 0.40 and 0.64 which compare with the 0.50mm optical depths measured by the CIMELS site of 0.51 and 0.61.

 
 

 

 

 




Figure 12: Example of the radiances from the SAFIRE radiometer from orbits performed over the Etosha site on 13 September, 2001. Some radiometric calibration problems are evident such as the different slope of the 0.87 and 2.01mm channels and the cross over of the 0.55 and 0.62mm channels at small scattering angles. These are currently being investigated.