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In Situ and Remote Sensing Techniques for Measuring Aerosols, Clouds and Precipitation

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Book cover Aerosol Pollution Impact on Precipitation

Abstract

In this chapter we review the methods presently available and expected in the near future to measure the effect of aerosols on clouds and precipitation, and the limitations of current measurements that make it difficult to assess this connection.

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References

  • Joss, J., and E.G. Gori, The parameterization of raindrop size distributions. Riv. Ital. Geofis., 3, 275–283, 1976.

    Google Scholar 

  • Germann, U., G. Galli, M. Boscacci, and M. Bolliger, Radar precipitation measurement in a mountainous region, Q. J. Roy. Meteor. Soc., 132, 1669–1692, 2006.

    Google Scholar 

  • Kaufman, Y.J., J.M. Haywood, P.V. Hobbs, W. Hart, R. Kleidman, and B. Schmid, Remote sensing of vertical distributions of smoke aerosol off the coast of Africa, Geophys. Res. Lett., 30, 16, 1831, dio:10.1029/2003GL017068, 2003.

    Google Scholar 

  • Eck, T.F., B.N. Holben, J.S. Reid, O. Dubovik, A. Smirnov, N.T. O'Neill, I. Slutsker, and S. Kinne, Wavelength dependence of the optical depth of biomass burning, urban and desert dust aerosols, J. Geophys. Res., 104, 31,333–31,350, 1999.

    Google Scholar 

  • Bréon, F.M. and M. Doutriaux-Boucher: A comparison of cloud droplet radii measured from space, IEEE Trans. Geos. Rem. Sens., 43(8), 1796–1805, 2005.

    Google Scholar 

  • Korolev, A.V., J.W. Strapp, G.A. Isaac, and A. Nevzorov, The Nevzorov airborne hot wire LWC/TWC probe: Principles of operation and performance characteristics, J. Atmos. and Ocean. Tech., 15, 1495–1510, 1998.

    Google Scholar 

  • Strapp, J.W., J. Oldenburg, R. Ide, L. Lilie, S. Bacic, Z. Vukovic, M. Oleskiw, D. Miller, E. Emery and G. Leone, Wind tunnel measurements of the response of hot-wire liquid water content instruments to large droplets, J. Atmos. Oceanic Tech.,. 20, 791–806, 2003.

    Google Scholar 

  • Marple, V.A., K.L. Rubow and S.M. Behm, A Microorifice Uniform Deposit Impactor (MOUDI): Description, Calibration and Use, Aerosol Sci. and Tech., 14, 434–446, 1991.

    CAS  Google Scholar 

  • Levin, Z., A. Teller, E. Ganor and Y. Yin, On the interactions of mineral dust, sea salt particles and clouds – A Measurement and modeling study from the MEIDEX campaign, J. Geophys. Res., 110, D20202, doi:10.1029/2005JD005810, 2005.

    Google Scholar 

  • Platnick, S., M.D. King, S.A. Ackerman, W.P. Menzel, B.A. Baum, J.C. Riédi, and R.A. Frey, The MODIS cloud products: Algorithms and examples from Terra, IEEE Trans. Geosci. Remote Sens., 41, 459–473, 2003.

    Google Scholar 

  • Kuligowski, R.J., A self-calibrating real-time GOES rainfall algorithm for short-term rainfall estimates, J. Hydrometeor., 3, 112–130, 2002.

    Google Scholar 

  • Kalashnikova, O.V., R. Kahn, Ability of multiangle remote sensing observations to identify and distinguish mineral dust types: 2. Sensitivity over dark water, J. Geophys. Res., 111, D11207, doi:10.1029/2005JD006756, 2006.

    Google Scholar 

  • Warner, J., A reduction of rain associated with smoke from sugar-cane fires – An inadvertent weather modification, J. App. Meteor., 7, 247–251, 1968.

    Google Scholar 

  • Chin, M., P. Ginoux, S. Kinne, O. Torres, B.N. Holben, B.N. Duncan, R.V. Martin, J.A. Logan, A. Higurashi, and T. Nakajima, Tropospheric aerosol optical thickness from the GOCART model and comparisons with satellite and sun photometer measurements, J. Atmos. Sci., 59, 461–483, 2002.

    Google Scholar 

  • Kaufman, Y.J., J.V. Martins, L.A. Remer, M.R. Schoeberl, and M.A. Yamasoe, Satellite retrieval of aerosol absorption over the oceans using sunglint, Geophys. Res. Lett., 29, 1298, doi:10.1029/2002GL015403, 2002b.

    Google Scholar 

  • Meischner, P., (Ed.), Weather Radar: Principles and Advanced Applications, 337 pp., Springer-Verlag, Berlin, ISBN:3-540-00328-2, 2004.

    Google Scholar 

  • Artaxo, P., M.L.C. Rabello, W. Maenhaut, and R. Van Grieken, Trace elements and individual particle analysis of aerosol particles from the Antarctic peninsula, Tellus, 44B, 318–334, 1992.

    CAS  Google Scholar 

  • Dusek, U., G.P. Frank, L. Hildebrandt, J. Curtius, J. Schneider, S. Walter, D. Chand, F. Drewnick, S. Hings, D. Jung, S. Borrmann, M.O. Andreae, Size matters more than chemistry in controlling which aerosol particles can nucleate cloud droplets, Science, 312, 1375–1378, 2006.

    CAS  Google Scholar 

  • Legrand, M., and C. N’doumé, Satellite detection of dust using the IR imagery of Meteosat: 1. Infrared difference dust index, J. Geophys. Res., 106, 18,251–18,274, 2001.

    CAS  Google Scholar 

  • Kummerow, C., W. Barnes, T. Kozu, J. Shiue, and J. Simpson, The Tropical Rainfall Measuring Mission (TRMM) sensor package, J. Atmos. Ocean. Tech., 15, 809–817, 1998.

    Google Scholar 

  • Strangeways, I.C., Back to basics: The “met. enclosure”: Part 2(b)–Rain gauges, their errors, Weather., 51, 298–303, 1996.

    Google Scholar 

  • List, R., A linear radar reflectivity-rainrate relationship for steady tropical rain, J. Atmos. Sci., 45, 3564–3572, 1988.

    Google Scholar 

  • Nissen, R., R. List, D. Hudak, and G.M. McFarquhar, Constant raindrop fall speed profiles derived from Doppler radar data analysis for steady nonconvective rain, J. Atmos. Sci., 62, 220–230, 2005.

    Google Scholar 

  • Bréon, F.M., D. Tanre, and S. Generoso, Aerosol effect on cloud droplet size monitored from satellite, Science, 295, 834–838, 2002.

    Google Scholar 

  • Adler, R.F., J. Susskind, G.J. Huffman, D. Bolvin, E. Nelkin, A. Chang, R. Ferraro, A. Gruber, P.P. Xie, J. Janowiak, B. Rudolf, U. Schneider, S. Curtis, and P. Arkin, The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis, (1979–present), J. Hydrometeor., 4, 1147–1167, 2003.

    Google Scholar 

  • Ackerman, A.S., M.P. Kirkpatrick, D.E. Stevens, and O.B. Toon, The impact of humidity above stratiform clouds on indirect aerosol climate forcing, Nature, 432, 1014–1017, 2004.

    CAS  Google Scholar 

  • Duchon, C.E., and G.R. Essenberg, Comparative rainfall observations from pit and aboveground rain gauges with and without wind shields, Water Resour. Res., 37, 3253–3263, 2001.

    Google Scholar 

  • Comstock, K.K., C.S. Bretherton, and S.E. Yuter, Mesoscale variability and drizzle in southeast Pacific stratocumulus, J. Atmos. Sci., 62, 3792–3807, 2005.

    Google Scholar 

  • Illingworth, A., Improved precipitation rates and data quality using polarimetric measurements, in Weather Radar: Principles and Advanced Applications, edited by P. Meischner, pp. 130–166, Springer-Verlag, Berlin, 2004.

    Google Scholar 

  • Rudolf, B., H. Hauschild, W. Rueth, and U. Schneider, Terrestrial precipitation analysis: operational method and required density of point measurements, in Global Precipitations and Climate Change, edited by M. Desbois and G. Desalmond, pp. 173–186, NATO ASI Series I, 26, Springer, Verlag, 1994.

    Google Scholar 

  • Kummerow, C, J. Simpson, O. Thiele, W. Barnes, A.T.C. Chang, E. Stocker, R.F. Adler, A. Hou, R. Kakar, F. Wentz, P. Ashcroft, T. Kozu, Y. Hong, K. Okamoto, T. Iguchi, H. Kuroiwa, E. Im, Z. Haddad, G. Huffman, B. Ferrier, W.S. Olson, E. Zipser, E.A. Smith, T.T. Wilheit, G. North, T. Krishnamurti, and K. Nakamura, The status of the Tropical Rainfall Measuring Mission (TRMM) after two years in orbit, J. Appl. Meteor., 39, 1965–1982, 2000.

    Google Scholar 

  • Habib, E., W.F. Krajewski, and A. Kruger, Sampling errors of tipping bucket rain gauge measurements, J. Hydrol. Engineering, 6, 159–166, 2001.

    Google Scholar 

  • Dubovik, O., B.N. Holben, T.F. Eck, A. Smirnov, Y.J. Kaufman, M.D. King, D. Tanré, and I. Slutsker, Variability of absorption and optical properties of key aerosol types observed in worldwide locations, J. Atmos. Sci, 59, 590–608, 2002.

    Google Scholar 

  • Buriez, J.C., C. Vanbauce, F. Parol, P. Goloub, M. Herman, B. Bonnel, Y. Fouquart, P. Couvert, and G. Seze, Cloud detection and derivation of cloud properties from POLDER, Int. J. Remote., 18, 2785–2813, 1997.

    Google Scholar 

  • Rogers, D.C., Measurements of natural ice nuclei with a continuous flow diffusion chamber, Atmos. Res., 29, 209–228, 1993.

    Google Scholar 

  • Deuzé, J.L., F.M. Bréon, C. Devaux, P. Goloub, M. Herman, B. Lafrance, F. Maignan, A. Marchand, F. Nadal, G. Perry, and D. Tanré, Remote sensing of aerosols over land surfaces from POLDER-ADEOS-1 polarized measurements, J Geophys. Res., 106, 4913–4926, 2001.

    Google Scholar 

  • Houze, Jr., R.A., S. Brodzik, C. Schumacher, S.E. Yuter, and C.R. Williams, Uncertainties in oceanic radar rain maps at Kwajalein and implications for satellite validation, J. Appl. Meteor., 43, 1114–1132, 2004.

    Google Scholar 

  • Rosenfeld, D., and G. Feingold, Explanation of discrepancies among satellite observations of the aerosol indirect effects, Geophys. Res. Lett., 30, 1766, doi:10.1029/2003GL017684, 2003.

    Google Scholar 

  • King, M.D., S. Platnick, P. Yang, G.T. Arnold, M.A. Gray, J.C. Riédi, S.A. Ackerman, and K.N. Liou, Remote sensing of liquid water and ice cloud optical thickness and effective radius in the arctic: Application of airborne multispectral MAS data, J. Atmos. Ocean. Tech., 21, 857–875, 2004.

    Google Scholar 

  • Diner, D.J., J.C. Beckert, G.W. Bothwell, and J.I. Rodriguez, Performance of the MISR instrument during its first 20 months in Earth orbit, IEEE Trans. Geosci. Remote Sens., 40, 1449–1466, 2002.

    Google Scholar 

  • Menon, S., J. Hansen, L. Nazarenko, and Y. Luo, Climate effects of black carbon aerosol in China and India, Science, 297, 2250–2253, 2002.

    CAS  Google Scholar 

  • Seinfeld, J.H., R.A. Kahn, T.L. Anderson, R.J. Charlson, R. Davies, D.J. Diner, J.A. Ogren, S.E. Schwartz, and B.A. Wielicki, Scientific objectives, measurement needs, and challenges motivating the PARAGON aerosol initiative, Bull. Amer. Meteor. Soc., 85, 1501–1508, 2004b.

    Google Scholar 

  • Goloub P, D. Tanré, J.L. Deuzé, M. Herman, A. Marchand, and F.M. Bréon, Validation of the first algorithm applied for deriving the aerosol properties over the ocean using the POLDER/ADEOS measurements, IEEE T. on Geosci. Remote., 37, 1586–1596, 1999.

    Google Scholar 

  • Vanbauce, C., B. Cadet, and R.T. Marchand, Comparison of POLDER apparent and corrected oxygen pressure to ARM/MMCR cloud boundary pressures, Geophys. Res. Lett., 30, 1212, 2003.

    Google Scholar 

  • Weller, R.A., F. Bradley, and R. Lukas, The interface or air-sea flux component of the TOGA coupled ocean-atmosphere response experiment and its impact on subsequent air-sea interaction studies, J. Atmos. Ocean. Tech., 21, 223–257, 2004.

    Google Scholar 

  • Nenes, A., Chuang, P.Y, Flagan, R., and Seinfeld, J.H, A Theoretical Analysis of Cloud Condensation Nucleus (CCN) Instruments, J.Geophys. Res., 106, D4, 3449–3474, 2001.

    Google Scholar 

  • Gossard, E.E., R.G. Strauch, and R.R. Rogers, Evolution of dropsize distributions in liquid precipitation observed by ground-based Doppler radar, J. Atmos. Ocean. Tech., 7, 815–828, 1990.

    Google Scholar 

  • Bréon, F.M., and P. Goloub, Cloud droplet effective radius from spaceborne polarization measurements, Geophys. Res. Lett., 25, 1879–1882, 1998.

    Google Scholar 

  • Winker, D.M., R.H. Couch, and M.P. McCormick, The CALIPSO mission: Spaceborne lidar for observation of aerosols and clouds, Proc. SPIE, 4893, 1–11, 2003.

    Google Scholar 

  • Riédi, J., M. Doutriaux-Boucher, P. Goloub, and P. Couvert, Global distribution of cloud top phase from POLDER/ADEOS I, Geophys. Res. Lett., 27, 1707–1710, 2000.

    Google Scholar 

  • Iguchi, T., T. Kozu, R. Meneghini, J. Awaka, and K. Okamoto, Rain-profiling algorithm for TRMM precipitation radar, J. Appl. Meteor., 39, 2038–2052, 2000.

    Google Scholar 

  • Folland, C.K., Numerical models of the rain gauge exposure problem, field experiments and an improved collector design, Q. J. Roy. Meteor. Soc., 114, 1485–1516, 1988.

    Google Scholar 

  • Huffman, G.J., R.F. Adler, M.M. Morrissey, D.T. Bolvin, S. Curtis, R. Joyce, B. McGavock, and J. Susskind, Global precipitation at one-degree daily resolution from multisatellite observations, J. Hydrometeor., 2, 36–50, 2001.

    Google Scholar 

  • DiGirolamo, L., T.C. Bond. D. Bramer. D.J. Diner, F. Fettinger, R.A. Kahn, J.V. Martonchik, M.V. Ramana, V. Ramanathan, and P.J. Rasch, Analysis of Multi-angle Imaging SpectroRadiometer (MISR) aerosol optical depths over greater India during winter 2001–2004, Geophys. Res. Let., 31, L23115, doi:10.1029/2004GL021273, 2004.

    Google Scholar 

  • Ebert, E.E., J.E. Janowiak, and C. Kidd, Comparison of Near Real Time Precipitation Estimates from Satellite Observations and Numerical Models, Bull. Amer. Meteor. Soc., 88, 47–64, 2007.

    Google Scholar 

  • Spencer, R.W., D.W. Martin, B. Hinton and J.A. Weinman, Satellite microwave radiances coorelated with radar rain rates over land, Nature, 304, 141–143, 1983.

    Google Scholar 

  • Stevens, B., G. Vali, K. Comstock, M.C. van Zanten, P.H. Austin, C.S. Bretherton and D.H. Lenschow, Pockets of Open Cells (POCs) and Drizzle in Marine Stratocumulus, Bull. Amer. Meteorol. Soc., 86, 51–57, 2005.

    Google Scholar 

  • Kim, B.G., S.E. Schwartz, M.A. Miller, and Q. Min, Effective radius of cloud droplets by ground-based remote sensing: Relationship to aerosol, J. Geophys. Res., 108, D23, 4740, doi:10.1029/2003JD003721, 2003.

    Google Scholar 

  • Janowiak, J.E., and P. Xie, CAMS-OPI: A global satellite-rain gauge merged product for real-time precipitation monitoring applications, J. Clim., 12, 3335–3342, 1999.

    Google Scholar 

  • Löffler-Mang, M., and J. Joss, An optical disdrometer for measuring size and velocity of hydrometeors, J. Atmos. Ocean. Tech., 17, 130–139, 2000.

    Google Scholar 

  • Bringi, V.N., and V. Chandrasekar, Polarimetric Doppler Weather Radar: Principles and Applications, 636 pp., Cambridge University Press, Cambridge, UK, 2001.

    Google Scholar 

  • Nakajima, T., A. Higurashi, K. Kawamoto and J. Penner, A possible correlation between satellite-derived cloud and aerosol microphysical parameters, Geophys. Res. Lett. 28, 1171–1174, 2001.

    CAS  Google Scholar 

  • Nešpor, V., and B. Sevruk, Estimation of wind-induced error of rainfall gauge measurements using a numerical simulation, J. Atmos. Ocean. Tech., 16, 450–464, 1999.

    Google Scholar 

  • Kahn, R.A., W.-H. Li, C. Moroney, D.J. Diner, J.V. Martonchik, and E. Fishbein, Aerosol source plume physical characteristics from space-based multiangle imaging, J. Geophys. Res., 112, D11205, doi:10.1029/2006JD007647, 2007.

    Google Scholar 

  • King, W.D., Air flow and particles trajectories around aircraft fuselages, I: Theory, J. Atmos. Oceanic Tech., 1, 5–13, 1984.

    Google Scholar 

  • Mishchenko, M.I., I.V. Geogdzhayev, L. Liu, J.A. Ogren, A.A. Lacis, W.B. Rossow, J.W. Hovenier, H. Volten, and O. Muñoz, Aerosol retrievals from AVHRR radiances: Effects of particle nonsphericity and absorption and an updated long-term global climatology of aerosol properties, J. Quant. Spectrosc. Radiat. Transfer., 79, 953–972, 2003.

    Google Scholar 

  • Remer, L A., Y.J. Kaufman, D.Tanré, S. Mattoo, D.A. Chu, J.V. Martins, R.R. Li, C. Ichoku, R.C. Levy, R.G. Kleidman, T.F. Eck, E. Vermote, and B.N. Holben, The MODIS aerosol algorithm, products and validation, J. Atmos. Sci., 62, 947–972, 2005.

    Google Scholar 

  • Kaufman, Y.J. and T. Nakajima, Effects of Amazon smoke on cloud microphysics and albedo – Analysis from satellite imagery, J. Appl. Meteor., 32, 729–744, 1993.

    Google Scholar 

  • Cziczo, D.J., D.M. Murphy, P.K. Hudson, and D.S. Thomson, Single particle measurements of the chemical composition of cirrus ice residue during CRYSTAL-FACE, J. Geophys. Res., 109, D04201, doi:10.1029/2003JD004032, 2004a.

    Google Scholar 

  • Dubovik, O., and M.D. King, A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements, J. Geophys. Res., 105, 20,673–20,696, 2000.

    Google Scholar 

  • Li, L., G.M. Heymsfield, P.E. Racette, L. Tian, and E. Zenker, A 94-GHz cloud radar system on a NASA high altitude ER-2 aircraft, J. Atmos. Ocean. Tech., 21, 1378–1388, 2004.

    Google Scholar 

  • McMurry, P.H., Review of atmospheric aerosol measurements, Atmos. Environ., 34, 1959–1999, 2000.

    CAS  Google Scholar 

  • Hasse, L., M. Grossklaus, K. Uhlig, and P. Timm, A ship rain gauge for use in high wind speeds, J. Ocean. Atmos. Tech., 15, 380–386, 1998.

    Google Scholar 

  • Rogers, D.C., P.J. DeMott, and S.M. Kreidenweis, Airborne measurements of tropospheric ice-nucleating aerosol particles in the Arctic spring, J. Geophys. Res., 106, 15,053–15,063, 2001.

    CAS  Google Scholar 

  • Vanbauce, C., J.C. Buriez, F. Parol, B. Bonnel, G. Seze G, and P. Couvert, Apparent pressure derived from ADEOS-POLDER observations in the oxygen A-band over ocean, Geophys. Res. Lett., 25, 3159–3162, 1998.

    CAS  Google Scholar 

  • Oke, T.R., Boundary Layer Climates, Cambridge University Press, Cambridge, 435 p., 1987.

    Google Scholar 

  • Givati, A., and D. Rosenfeld, Quantifying precipitation suppression due to air pollution, J. Appl. Meteor., 43, 1038–1056, 2004.

    Google Scholar 

  • Kaufman, Y.J., I. Koren, L.A. Remer, D. Tanré, P. Ginoux, and S. Fan, Dust transport and deposition observed from the Terra-Moderate Resolution Imaging Spectroradiometer (MODIS) spacecraft over the Atlantic Ocean, J. Geophys. Res., 110, D10S12, doi:10.1029/2003JD004436, 2005a.

    Google Scholar 

  • Wilheit, T.T., Some comments on passive microwave measurement of rain, Bull. Amer. Meteor. Soc., 67, 1226–1232, 1986.

    Google Scholar 

  • Twohy, C.H., J.W. Strapp, and M. Wendisch, Performance of a counterflow virtual impactor in the NASA icing research tunnel, J. Atmos. Oceanic Tech., 20, 781–790, 2003.

    Google Scholar 

  • Fraser, R.S., Y.J. Kaufman, and R.L. Mahoney, Satellite measurements of aerosol mass and transport, Atmos. Environ., 18, 2577–2584, 1984.

    CAS  Google Scholar 

  • Parol, F., J.C. Buriez, C. Vanbauce, P. Couvert, G. Seze, P. Goloub, and S. Cheinet, First results of the POLDER “Earth Radiation Budget and Clouds” operational algorithm, IEEE Trans. Geosci., Remote Sens., 37, 1597–1612, 1999.

    Google Scholar 

  • Bréon, F.M., and S. Colzy, Global distribution of cloud droplet effective radius from POLDER polarization measurements, Geophys. Res. Lett., 27, 4065–4068, 2000.

    Google Scholar 

  • Lawson, R.P., B.A. Baker, C.G. Schmitt, and T.L. Jensen, An overview of microphysical properties of Arctic clouds observed in May and July 1998 during FIRE ACE, J. Geophys. Res., 106, 14,989–15,014, 2001.

    Google Scholar 

  • Kaufman, Y.J. and R.S. Fraser, The effect of smoke particles on clouds and climate forcing, Science, 277, 1636–1639, 1997.

    CAS  Google Scholar 

  • Whiteman, D.N., Examination of the traditional Raman lidar technique. I: Evaluating the temperature-dependent lidar equations, Appl. Opt., 42, 2571–2593, 2003.

    CAS  Google Scholar 

  • Yuter, S.E., Precipitation radar, in Encycl. Atmos. Sci., edited by J. Holton, J. Pyle, and J. Curry, pp. 1833–1852, Academic Press, London, UK, 2002.

    Google Scholar 

  • Kahn, R., B. Gaitley, J. Martonchik, D. Diner, K. Crean, and B. Holben, MISR global aerosol optical depth validation based on two years of coincident AERONET observations, J. Geophys. Res., 110, D10, D10S0410.1029/2004JD004706, 2005.

    Google Scholar 

  • King, W.D., D.A. Parkin, and R.J. Handsworth. A hot wire water device having fully calculable response characteristics, J. Appl. Meteorol., 17, 1809–1813, 1978.

    Google Scholar 

  • Twomey, S., On the nature and origin of natural cloud nuclei, Bull. Obs. de Puy de Dome, 1, 1–5, 1960.

    Google Scholar 

  • Peters, G., B. Fischer, and T. Andersson, Rain observations with a vertically looking Micro Rain Radar (MRR), Boreal Environ. Res., 7, 353–362, 2002.

    Google Scholar 

  • Meyers, M.P., P.J. DeMott, and W.R. Cotton, New primary ice nucleation parameterizations in an explicit cloud model, J. Appl. Meteor., 31, 708–721, 1992.

    Google Scholar 

  • Bretherton, C.S., T. Uttal, C.W. Fairall, S. Yuter, R. Weller, D. Baumgardner, K. Comstock, and R. Wood, The EPIC 2001 stratocumulus study, Bull. Amer. Meteor. Soc., 85, 967–977, 2004.

    Google Scholar 

  • Remer, L.A., Y.J. Kaufman, Z. Levin, and S. Ghan, Model assessment of the ability of MODIS to measure top of atmosphere direct radiative forcing from smoke aerosols, J. Atmos. Sci., 59, 657–667, 2002b.

    Google Scholar 

  • Bukowiecki, N., M. Hill, R. Gehrig, C.N. Zwicky, P. Lienemann, F. Hegedüs, G. Falkenberg, E. Weingartner, U. Baltensperger, Trace metals in ambient air: Hourly size-segregated mass concentrations determined by Synchrotron-XRF, Environ. Sci. Tech., 39, 5754–5762, 2005.

    CAS  Google Scholar 

  • Levin, Z., E. Ganor, and V. Gladstein, The effects of desert particles coated with sulfate on rain formation in the eastern Mediterranean, J. Appl. Meteor., 35, 1511–1523, 1996.

    Google Scholar 

  • Tanré, D., Y.J. Kaufman, M. Herman, and S. Mattoo, Remote sensing of aerosol over oceans from EOS-MODIS, J. Geophys. Res., 102, 16,971–16,988, 1997.

    Google Scholar 

  • Johansson, S.A.E., J.L. Campbell, PIXE: A Novel Technique for Trace Element Analysis, Wiley, New York, 1988.

    Google Scholar 

  • King, M.D., W.P. Menzel, Y.J. Kaufman, D. Tanré, B.C. Gao, S. Platnick, S.A. Ackerman, L.A. Remer, R. Pincus, and P.A. Hubanks, Cloud and aerosol properties, precipitable water, and profiles of temperature and humidity from MODIS, IEEE Trans. Geosci. Remote Sens., 41, 442–458, 2003.

    Google Scholar 

  • Barnes, W.L., T.S. Pagano, and V.V. Salomonson, Pre-launch characteristics of MODIS on EOS-AM1, IEEE Trans. Geosci. Remote Sens., 36, 1088–1100, 1998.

    Google Scholar 

  • Moulin, C., C.E. Lambert, F. Dulac and U. Dayan, Control of atmospheric export of dust from North Africa by the North Atlantic oscillation, Nature, 387, 691–694, 1997.

    CAS  Google Scholar 

  • Gagin, A., The ice phase in winter continental cumulus clouds, J. Atmos. Sci., 32, 1604–1614, 1975.

    Google Scholar 

  • Herman, J.R., P.K. Bhartia, O. Torres, C. Hsu, C. Seftor, and E. Celarier, Global distribution of UV-absorbing aerosol from Nimbus-7/TOMS data, J. Geophys. Res., 102, 16,911–16,922, 1997a.

    CAS  Google Scholar 

  • Diner, D.J., W.A. Abdou, C.J. Bruegge et al., MISR aerosol retrievals over southern Africa during the SAFARI-2000 dry season campaign, Geophys. Res. Lett., 28, 3127–3130, 2001.

    CAS  Google Scholar 

  • Hirst, E., P.H. Kaye, R.S. Greenaway, P.R. Field and D.W. Johnson, Discrimination of micrometre-sized ice and super-cooled droplets in mixed-phase cloud, Atmos. Environ., 35, 33–47, 2001.

    CAS  Google Scholar 

  • Artaxo, P., P. Oyola, and R. Martinez, Aerosol composition and source apportionment in Santiago de Chile, Nuc. Instru. and Meth. in Phys. Res., B150, 409–416, 1999.

    Google Scholar 

  • Arkin, P.A., and B.M. Meisner, The relationship between large-scale convective rainfall and cold cloud over the western hemisphere during 1982–1984, Mon. Wea. Rev., 115, 51–74, 1987.

    Google Scholar 

  • Koren, I., Y.J. Kaufman, L.A. Remer, and J.V. Martins, Measurements of the effect of Amazon smoke on inhibition of cloud formation, Science, 303, 1342–1345, 2004.

    CAS  Google Scholar 

  • Patashnick, H., G. Rupprecht, J.L. Ambs, M.B. Meyer, Development of a reference standard for particulate matter mass in ambient air, Aerosol Sci. and Tech., 34, 42–45, 2001.

    CAS  Google Scholar 

  • Husar, R.B., J. Prospero, and L.L. Stowe, Characterization of tropospheric aerosols over the oceans with the NOAA AVHRR optical thickness operational product, J. Geophys. Res., 102, 16,889–16,909, 1997.

    CAS  Google Scholar 

  • Germann, U., and J. Joss, Operational Measurement of Precipitation in Mountainous Terrain, in Weather Radar: Principles and Advanced Applications, edited by P. Meischner, pp. 52–77, Springer-Verlag, Berlin, 2004.

    Google Scholar 

  • Artaxo, P., J.V. Martins, M.A. Yamasoe, A.S. Procópio, T.M. Pauliquevis, M.O. Andreae, P. Guyon, L.V. Gatti, and A.M.C. Leal, Physical and chemical properties of aerosols in the wet and dry season in Rondonia, Amazonia, J. Geophys. Res., 107, 8081, doi:10.1029/2001JD000666, 2002.

    Google Scholar 

  • Deschamps, P.Y., F.M. Bréon, M. Leroy, A. Podaire, A. Bricaud, J.C. Buriez, and G. Seze, The POLDER mission: Instrument characteristics and scientific objectives, IEEE Trans. Geosci. Remote Sens., 32, 598–615, 1994.

    Google Scholar 

  • Olson, W.S., P. Bauer, N.F. Viltard, D.E. Johnson, W.K. Tao, R. Meneghini, and L. Liao, A melting-layer model for passive/active microwave remote sensing applications. Part I: Model formulation and comparison with observations, J. Appl. Meteor., 40, 1145–1163, 2001.

    Google Scholar 

  • Johnson, R.H., and P.E. Ciesielski, Rainfall and radiative heating rates from TOGA COARE atmospheric budgets, J. Atmos. Sci., 57, 1497–1514, 2000.

    Google Scholar 

  • Feingold, G., L.E. Wynn, D.E. Veron, and M. Previdi, First measurements of Twomey indirect effect using ground-based remote sensors, Geophys. Res. Lett., 30, 1287, 2003.

    Google Scholar 

  • Huffman, G.J., R.F. Adler, P. Arkin, A. Chang, R. Ferraro, A. Gruber, J. Janowiak, A. McNab, B. Rudolf, and U. Schneider, The Global Precipitation Climatology Project (GPCP) combined precipitation data set, Bull. Amer. Meteor. Soc., 78, 5–20, 1997.

    Google Scholar 

  • Tustison, B., D. Harris, and E. Foufoula-Georgiou, Scale issues in verification of precipitation forecasts, J. Geophys. Res., 106, 11,775–11,784, 2001.

    Google Scholar 

  • Herman, M., J.L. Deuzé, A. Marchand, B. Roger, and P. Lallart, Aerosol Remote Sensing from POLDER/ADEOS over the Ocean: Improved Retrieval using Non-Spherical Particle Model, J. Geophys. Res. Atmos., 110, D10, Art. No. D10S02 MAR 9, 2005.

    Google Scholar 

  • Liu, G., and J.A. Curry, Retrieval of precipitation from satellite microwave measurement using both emission and scattering, J. Geophys. Res., 97, 9959–9974, 1992.

    Google Scholar 

  • Martonchik, J.V., D.J. Diner, R.A. Kahn, B.J. Gaitley, and B.N. Holben, Comparison of MISR and AERONET aerosol optical depths over desert sites, Geophys. Res. Let., 31, L16102, doi:10.1029/2004GL019807, 2004.

    Google Scholar 

  • Morin, E., W.F. Krajewski, D.C. Goodrich, X. Gao, and S. Sorooshian, Estimating rainfall intensities from weather radar data: The scale-dependency problem, J. Hydrometeor., 4, 782–797, 2003.

    Google Scholar 

  • Veefkind, J.P., G. de Leeuw, and P.A. Durkee, Retrieval of aerosol optical depth over land using two-angle view satellite radiometry during TARFOX, Geophys. Res. Lett., 25, 3135–3138, 1998.

    CAS  Google Scholar 

  • Yuter, S.E., R.A. Houze, Jr., E.A. Smith, T.T. Wilheit, and E. Zipser, Physical characterization of tropical oceanic convection observed in KWAJEX, J. Appl. Meteor., 44, 385–415, 2005.

    Google Scholar 

  • Kahn, R., P. Banerjee, and D. McDonald, The sensitivity of multiangle imaging to natural mixtures of aerosols over ocean, J. Geophys. Res., 106, 18,219–18,238, 2001.

    CAS  Google Scholar 

  • Doviak, R.J., and D.S. Zrnic, Doppler Radar and Weather Observations, 562 pp., Academic Press, New York, NY, 1993.

    Google Scholar 

  • Sekiguchi, M., T. Nakajima, K. Suzuki, K. Kawamoto, A. Higurashi, D. Rosenfeld, I. Sano, and S. Mukai, A study of the direct and indirect effects of aerosols using global satellite data sets of aerosol and cloud parameters, J. Geophys. Res., 108, 4699, doi:10.1029/2002JD003359, 2003

    Google Scholar 

  • Andreae, M.O., D. Rosenfeld, P. Artaxo, A.A. Costa, G.P. Frank, K.M. Longo, and M.A.F. Silva-Dias, Smoking rain clouds over the Amazon, Science, 303, 1337–1342, 2004.

    CAS  Google Scholar 

  • Kaufman, Y.J., D. Tanré, O. Dubovik, A. Karnieli, and L.A. Remer, Absorption of sunlight by dust as inferred from satellite and ground-based remote sensing, Geophys. Res. Lett., 28, 1479–1483, 2001.

    Google Scholar 

  • Janowiak, J.E., Tropical rainfall: A comparison of satellite-derived rainfall estimates with model precipitation forecasts, climatologies, and observations, Mon. Wea. Rev., 120, 448–462, 1992.

    Google Scholar 

  • Wood, R., Cancellation of aerosol indirect effects in marine stratocumulus through cloud thinning, J. Atmos. Sci., 64, 2657–2669, 2007.

    Google Scholar 

  • Rosenfeld, D., Suppression of rain and snow by urban and industrial air pollution, Science, 287, 1793–1796, 2000.

    CAS  Google Scholar 

  • Kaufman, Y.J. and I Koren, Smoke and Pollution Aerosol Effect on Cloud Cover, Science, 313, 655–658, 2006.

    CAS  Google Scholar 

  • Messer, H., A. Zinevich, and P. Alpert, Environmental monitoring by wireless communication networks, Science, 312, 713, 2006.

    CAS  Google Scholar 

  • Arkin, P.A., The relationship between fractional coverage of high cloud and rainfall accumulations during GATE over the B-scale array, Mon. Wea. Rev., 107, 1382–1387, 1979.

    Google Scholar 

  • Yuter, S.E., D. Kingsmill, L.B. Nance, and M.Löffler-Mang, Observations of precipitation size and fall speed characteristics within coexisting rain and wet snow, J. Appl. Meteor. Climatology, 45, 1450–1464, 2006.

    Google Scholar 

  • Webster, P.J., and R. Lukas, TOGA COARE: The coupled ocean-atmosphere response experiment, Bull. Amer. Meteor. Soc., 73, 1377–1416, 1992.

    Google Scholar 

  • Hudson, J.G., An instantaneous CCN spectrometer, Atmos. and Ocean. Tech., 6, 1055–1065, 1989

    Google Scholar 

  • Groisman, P.V., V.V. Koknaeva, T.A. Belokrylova, and T.R. Karl, Overcoming biases in precipitation measurement: A history of the USSR experience, Bull. Amer. Meteor. Soc., 72, 1725–1733, 1991.

    Google Scholar 

  • Marshak, A., Y. Knyazikhin, K. Evans, and W. Wiscombe, The “RED versus NIR” plane to retrieve broken-cloud optical depth from ground-based measurements, J. Atmos. Sci., 61, 1911–1925, 2004.

    Google Scholar 

  • Twohy, C.H., A.J. Schanot, and W.A. Cooper, Measurement of condensed water content in liquid and ice clouds using an airborne counterflow virtual impactor, J. Atmos. Oceanic Tech., 14, 197–202, 1997.

    Google Scholar 

  • Garrett, T.J., C. Zhao, X. Dong, G.G. Mace, and P.V. Hobbs, Effects of varying aerosol regimes on low-level Arctic stratus, Geophys. Res. Lett., 31, L17105, doi:10.1029/2004GL019928, 2004.

    Google Scholar 

  • Petzold, A., and M. Schönlinner, Multi-angle absorption photometry – A new method for the measurement of aerosol light absorption and atmospheric black carbon, J. Aerosol Sci., 35, 421–441, 2004.

    CAS  Google Scholar 

  • Meneghini, R., and T. Kozu, Spaceborne Weather Radar, 197 pp., Artech House, Boston, MA, 1990.

    Google Scholar 

  • King, M.D., Y.J. Kaufman, D. Tanré, and T. Nakajima, Remote sensing of tropospheric aerosols from space: Past, present and future, Bull. Amer. Meteor. Soc., 80, 2229–2259, 1999.

    Google Scholar 

  • Roberts, G.C., and A. Nenes, A continuous-flow streamwise thermal-gradient CCN chamber for atmospheric measurements, Aerosol Sci. Tech., 39, 206–221, 2005.

    CAS  Google Scholar 

  • Jimenez, J.L., J.T. Jayne, Q. Shi, C.E. Kolb, D.R. Worsnop, I. Yourshaw, J.H. Seinfeld, R.C. Flagan, X.F. Zhang, K.A. Smith, J.W. Morris, and P. Davidovits, Ambient aerosol sampling using the Aerodyne Aerosol Mass Spectrometer, J. Geophys. Res., 108, 8424, doi:10.1029/2001JD000660, 2003.

    Google Scholar 

  • Goodison, B.E., Accuracy of Canadian snow gauge measurements, J. Appl. Meteor., 17, 1542–1548, 1978.

    Google Scholar 

  • Ebert, E.E., M.J. Manton, P.A. Arkin, R.J. Allam, G.E. Holpin, and A. Gruber, Results from the GPCP Algorithm Intercomparison Programme, Bull. Amer. Meteor. Soc., 77, 2875–2887, 1996.

    Google Scholar 

  • Matsui, T., H. Masunaga, R. Pielke, Sr., and W.K. Tao, Impact of aerosols and atmospheric thermodynamics on cloud properties within climate system, Geophys. Res. Lett., 31, L06109, doi:10.1029/2003GL019287, 2004.

    Google Scholar 

  • Huff, F.A., and W.L. Shipp, Spatial correlations of storm, monthly, and seasonal precipitation, J. App. Meteor., 8, 542–550, 1969.

    Google Scholar 

  • Hobbs, P.V., Ice multiplication in clouds, J. Atmos. Sci., 26, 315–318, 1969.

    Google Scholar 

  • Coakley, J.A., M.A. Friedman, and W.R. Tahnk, Retrieval of cloud properties for partly cloudy imager pixels, J. Atmos. Ocean Tech., 22, pp. 3–17, 2005.

    Google Scholar 

  • Fiser, O., Schoenhuber M, and Pesice, P. First results of DSD measurement by videodistrometer in the Czech Republic in 1998–1999, Studia Geophysica et Geodetica, 46, 3, 485–505, 2002.

    Google Scholar 

  • Mishchenko, M.I., L.D. Travis, W.B. Rossow, B. Cairns, B.E. Carlson, and Q. Han, Retrieving CCN column density from single-channel measurements of reflected sunlight over the ocean: A sensitivity study, Geophys. Res. Lett., 24, 2655–2658, 1997.

    Google Scholar 

  • Wood, R., Drizzle in stratiform boundary layer clouds. Part I: Vertical and horizontal structure, J. Atmos. Sci., 62, 3011–3033, 2005.

    Google Scholar 

  • Baron, P.A., K. Willeke, Aerosol Measurement: Principles, Techniques, and Applications, Second Edition, Wiley-Interscience, NY, ISBN:0471356360, 2001.

    Google Scholar 

  • Wang J.Y. and B. Geerts, Identifying drizzle within marine stratus with W-band radar reflectivity profiles, Atmos. Res., 69, 1–27, 2003.

    Google Scholar 

  • Williams, E., D. Rosenfeld, N. Madden, J. Gerlach, N. Gears, L. Atkinson, N. Dunnemann, G. Frostrom, M. Antonio, B. Biazon, R. Camargo, H. Franca, A. Gomes, M. Lima, R. Machado, S. Manhaes, L. Nachtigall, H. Piva, W. Quintiliano, L. Machado, P. Artaxo, G. Roberts, N. Renno, R. Blakeslee, J. Bailey, D. Boccippio, A. Betts, D. Wolff, B. Roy, J. Halverson, T. Rickenbach, J. Fuentes, and E. Avelino, Contrasting convective regimes over the Amazon: Implications for cloud electrification, J. Geophys. Res., 107, 8082, doi:10.1029/2001JD000380, 2002.

    Google Scholar 

  • Wang, T., K.B. Earnshaw, and R.S. Lawrence, Path-averaged measurements of rain rate and raindrop size distributions using a fast-response optical sensor, J. Appl. Meteor., 18, 654–660, 1979.

    Google Scholar 

  • Diner, D.J., J.C. Beckert, T.H. Reilly, C.J. Bruegge, J.E. Conel, R. Kahn, J.V. Martonchik, T.P. Ackerman, R. Davies, S.A.W. Gerstl, H.R. Gordon, J.P. Muller, R. Myneni, R.J. Sellers, B. Pinty, and M.M. Verstraete, Multiangle Imaging SptectroRadiometer (MISR) description and experiment overview, IEEE Trans. Geosci. Remt. Sensing, 36, 1072–1087, 1998.

    Google Scholar 

  • Yuter, S.E., and W.S. Parker, Rain measurement on ship revisited: The 1997 PACS TEPPS cruise, J. Appl. Meteor., 40, 1003–1018, 2001.

    Google Scholar 

  • Austin, P.M., Relation between measured radar reflectivity and surface rainfall, Mon. Wea. Rev., 115, 1053–1070, 1987.

    Google Scholar 

  • Rosenfeld, D., and I.M. Lensky, Satellite-based insights into precipitation formation processes in continental and maritime convective clouds, Bull. Amer. Meteor. Soc., 79, 2457–2476, 1998.

    Google Scholar 

  • McMurry, P.H., and M.R. Stolzenburg, On the sensitivity of particle-size to relativehumidity for Los Angeles aerosols. Atmos. Environ., 23, 497–507, 1989.

    CAS  Google Scholar 

  • Gerber, H., Y. Takano, J.G. Timothy, and P.V. Hobbs, Nephelometer Measurements of the Asymmetry Parameter, Volume Extinction Coefficient, and Backscatter Ratio in Arctic Clouds, J. Atmos. Sci., 57, 3021–3034, 2000.

    Google Scholar 

  • Stephens, G.L., D.G. Vane, R.J. Boain, G.G. Mace, K. Sassen, Z. Wang, A.J. Illingworth, E.J. O'Connor, W.B. Rossow, S.L. Durden, S.D. Miller, R.T. Austin, A. Benedetti, C. Mitrescu, and the CloudSat Science Team, The Cloud-SAT mission and the A-Train: A new dimension of space-based observations of clouds and precipitation, Bull. Amer. Meteorol. Soc., 83, 1771–1790, 2002.

    Google Scholar 

  • Kaufman, Y.J., D. Tanre, and O. Boucher, A satellite view of aerosols in the climate system. Review. Nature, 419, 215–223, 2002a.

    CAS  Google Scholar 

  • Steiner, M., T.L. Bell, Y. Zhang, and E.F. Wood, Comparison of two methods for estimating the sampling-related uncertainty of satellite rainfall averages based on a large radar data set, J. Clim., 16, 3759–3778, 2003.

    Google Scholar 

  • Kaufman, Y.J., D. Tanre, L. Remer, E. Vermote, A. Chu, and B. Holben, Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer, J. Geophys. Res., 102, 17,051–17,067, 1997.

    CAS  Google Scholar 

  • Yang, D., B.E. Goodison, J.R. Metcalfe, V.S. Golubev, R. Bates, T. Pangburn, and C.L. Hanson, Accuracy of NWS 8" Standard nonrecording precipitation gauge: Results and Application of WMO Intercomparison, J. Oceanic Atmos. Tech., 15, 54–68, 1998.

    CAS  Google Scholar 

  • Bauer, P., Over-ocean rainfall retrieval from multisensor data of the Tropical Rainfall Measuring Mission. Part I: Design and evaluation of inversion databases, J. Atmos. Ocean. Tech., 18, 1315–1300, 2001.

    Google Scholar 

  • Martonchik, J.V., D.J. Diner, R. Kahn, M.M. Verstraete, B. Pinty, H.R. Gordon, and T.P. Ackerman, Techniques for the Retrieval of aerosol properties over land ocean using multiangle data, IEEE Trans. Geosci. Remote. Sens., 36, 1212–1227, 1998.

    Google Scholar 

  • Vali, G., Atmospheric ice nucleation – A review, J. Rech. Atmos., 19, 105–115, 1985.

    CAS  Google Scholar 

  • Torres, O., P.K. Bhartia, J.R. Herman, A. Sinyuk, P. Ginoux, and B. Holben, A Long-term record of aerosol optical depth from TOMS observations and comparison to AERONET measurements, J. Atmos. Sci., 59, 398–413, 2002.

    Google Scholar 

  • Wehrli, C., Calibration of filter radiometers for determination of atmospheric optical depth, Metrologia, 37, 419–422, 2000.

    Google Scholar 

  • Curry, J.A., C.A. Clayson, W.B. Rossow, R. Reeder, Y.C. Zhang, P.J. Webster, G.Liu, and R.-S. Sheu, High resolution satellite-derived data set of the surface fluxes of heat, freshwater, and momentum for the TOGA COARE IOP, Bull. Amer. Meteor. Soc., 80, 2059–2080, 1999.

    Google Scholar 

  • Diner, D.J., T.P. Ackerman, T.L. Anderson, et al., PARAGON - An integrated approach for characterizing aerosol climate impacts and environmental interactions, Bullet. Amer. Meteor. Soc., 85, 1491–1501, 2004.

    Google Scholar 

  • Artaxo, P., F. Gerab, and M.L.C. Rabello, Elemental composition of aerosol particles from two background monitoring stations in the Amazon Basin, Nuc. Instru. and Meth. in Phys. Res., B75, 277–281, 1993.

    CAS  Google Scholar 

  • Noone, K., U. Baltensperger, A. Flossmann, S. Fuzzi, H. Hass, E. Nemitz, J.P. Putaud, H. Puxbaum, U. Schurath, K. Tørseth, and H.t. Brink, Tropospheric aerosols and clouds, in Towards Cleaner Air for Europe – Science, Tools and Application. Part 1: Results from the EUROTRAC-2 Synthesis and Integration Project, edited by P.M. Midgley, P.J.H. Builtjes, R.M.H.D. Fowler, C.N. Hewitt, N. Moussiopoulos, K. Noone, K. Thrseth and A. Volz-Thomas, Margraf Verlag, Weikersheim, 2003.

    Google Scholar 

  • Barthazy, E., S. Göke, R. Schefold, and D. Högl, An optical array instrument for shape and fall velocity measurements of hydrometeors, J. Atmos. Ocean. Tech., 21, 1519–1531, 2004.

    Google Scholar 

  • Chowdhary, J., B. Cairns, and L.D. Travis, Case studies of aerosol retrieval over the ocean from multiangle, multispectral photopolarimetric remote sensing data, J. Atmos. Sci., 59, 383–397, 2002.

    Google Scholar 

  • Baumgardner, D., H. Chepfer, G.B. Raga, G.L. Kok, The shapes of very small cirrus particles derived from in situ measurements, Geophys. Res. Lett., 32, L01806, doi:10.1029/2004GL021300, 2005.

    Google Scholar 

  • Massie, S.T., O. Torres, and S.J. Smith, Total Ozone Mapping Spectrometer (TOMS) observations of increases in Asian aerosol in winter from 1979 to 2000, J. Geophys. Res., 109, D18211, doi:10.1029/2004JD004620, 2004.

    Google Scholar 

  • Groisman, P.V., and D.R. Legates, The accuracy of United States precipitation data, Bull. Amer. Meteor. Soc., 75, 215–227, 1994.

    Google Scholar 

  • McArthur, B.L.J., D.H. Halliwell, O.J. Neibergall, N.T. O'Neill, J.R. Slusser, and C. Wehrli, Field comparison of network sunphotometers, J. Geophys. Res., 108, D19, 4596, dio:10.1029/2002JD002964, 2003.

    Google Scholar 

  • Richards, F., and P.A. Arkin, On the relationship between satellite-observed cloud cover and precipitation, Mon. Wea. Rev., 109, 1081–1093, 1981.

    Google Scholar 

  • Holben, B.N., T.F. Eck, I. Slutsker, D. Tanré, J.P. Buis, A. Setzer, E. Vermote, J.A. Reagan, Y.J. Kaufman, T. Nakajima, F. Lavenu, I. Jankowiak and A. Smirnov, AERONET – A federated instrument network and data archive for aerosol characterization, Remote Sens. Environ., 66, 1–16, 1998.

    Google Scholar 

  • Schwartz, S.E., F. Arnold, J.P. Blanchet, P.A. Durkee, D.J. Hofmann, W.A. Hoppel, M.D. King, A.A. Lacis, T. Nakajima, J.A. Ogren, and O.B. Toon, Group report: Connections between aerosol properties and forcing of climate, in Aerosol Forcing of Climate, edited by R.J. Charlson and J. Heintzenberg, pp. 251–280, John Wiley and Sons, Chichester; 1995.

    Google Scholar 

  • Huebert, B.J., T. Bates, P.B. Russell, G. Shi, Y.J. Kim, K. Kawamura, G. Carmicheal, and T. Nakajima, An overview of ACE-Asia: Strateggies for quantifying the relationships between Asian aerosols and their climatic impacts, J. Geophys Res., 108, 8633, doi:1029/2003JD003550, 2003.

    Google Scholar 

  • Joss, J., and A. Waldvogel, Ein Spectrograph fur Niedersclagstropfen mit automatisher Auswertung (A spectrograph for the automatic analysis of raindrops), Pure Appl. Geophys., 68, 240–246, 1967.

    Google Scholar 

  • Wendisch, M., T.J. Garrett, and J.W. Strapp, Wind tunnel tests of the airborne PVM-100A response to large droplets, J. Atmos. Oceanic Tech., 19, 1577–1584, 2002

    Google Scholar 

  • Steiner, M., J.A. Smith, S.J. Burges, C.V. Alonso, and R.W. Darden, Effect of bias adjustment and rain gauge data quality control on radar rainfall estimation, Water Resour. Res., 35, 2487–2503, 1999.

    Google Scholar 

  • Ogren, J.A. A systematic approach to in situ observations of aerosol properties, in Aerosol Forcing of Climate, edited by R.J. Charlson and J. Heintzenberg, pp. 215–226, John Wiley & Sons, Ltd., Chichester; 1995.

    Google Scholar 

  • Nadal, F., and F.M. Bréon, Parameterization of surface polarized reflectance derived from POLDER spaceborne measurements, IEEE Trans. Geosci. Remote Sens., 37, 1709–1718, 1999.

    Google Scholar 

  • Krajewski, W.F., G.J. Ciach, and E. Habib, An analysis of small-scale rainfall variability in different climatological regimes, Hydrol. Sci. J., 48, 151–162, 2003.

    Google Scholar 

  • Tesmer, J.R., and T.T. Wilheit, An improved microwave radiative transfer model for tropical oceanic precipitation, J. Atmos. Sci., 55, 1674–1688, 1998.

    Google Scholar 

  • Xie, P., and P.A. Arkin, Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs, Bull. Amer. Meteor. Soc., 78, 2539–2558, 1997.

    Google Scholar 

  • Harris, D.H., and E. Foufoula-Georgiou, Subgrid variability and stochastic downscaling of modeled clouds: Effects on radiative transfer calculations for rainfall retrieval, J. Geophys. Res., 106, 10,349–10,362, 2001.

    Google Scholar 

  • Hopke, P.K., Y. Xie, T. Raunemaa, S. Biegalski, S. Landsberger, W. Maenhaut, P. Artaxo, and D. Cohen, Characterization of the Gent Stacked Filter Unit PM10 sampler, Aerosol Sci. and Tech., 27, 726–735, 1997.

    CAS  Google Scholar 

  • Bauer, P., J.P.V. Poiares Baptisa, and M. De Iulis, The effect of the melting layer on the microwave emission of clouds over the ocean, J. Atmos. Sci., 56, 852–867, 1999.

    Google Scholar 

  • Liu, Z., I. Matsui, N. Sugimoto, High-spectral-resolution lidar using an iodine absorption filter for atmospheric measurements, Opt. Eng., 38, 1661–1670, 1999.

    Google Scholar 

  • Yuter, S.E., and R.A. Houze, Jr., The natural variability of precipitating clouds over the western Pacific warm pool, Q. J. Roy. Met. Soc., 124, 53–99, 1998.

    Google Scholar 

  • Dubovik, O., A. Smirnov, B.N. Holben, M.D. King, Y.J. Kaufman, T.F. Eck, and I. Slutsker, Accuracy assessments of aerosol optical properties retrieved from AERONET sun and sky-radiance measurements, J. Geophys. Res., 105, 9791–9806, 2000.

    CAS  Google Scholar 

  • Martins, J.V., D. Tanré, L.A. Remer, Y.J. Kaufman, S. Mattoo, and R. Levy, MODIS Cloud screening for remote sensing of aerosol over oceans using spatial variability, Geophys. Res. Lett., 29, 8009, doi:10.1029/2001GL013252, 2002.

    Google Scholar 

  • Thiessen, A.H., Precipitation averages for large areas, Mon. Wea. Rev., 39, 1082–1084, 1911.

    Google Scholar 

  • Wieland, W., Die Wasserdampfkondensation an naturlichen Aerosol bei geingen Übersaffigungen, Z. Angew. Math. Phys., 7, 428–436, 1956.

    CAS  Google Scholar 

  • Battan, L.J., Radar Observation of the Atmosphere, 324 pp., University of Chicago Press, Chicago, Ill, 1973.

    Google Scholar 

  • Ba, M.B., and A. Gruber, GOES Multispectral Rainfall Algorithm (GMSRA), J. Appl. Meteor., 40, 1500–1514, 2001.

    Google Scholar 

  • DeMott, P.J., K. Sassen, M.R. Poellet, D. Baumgardner, D.C. Rogers, S.D. Brooks, A.J. Prenni, and S.M. Kreidenweis, African dust aerosols as atmospheric ice nuclei, Geophys. Res. Lett,. 30(14), 1732, doi:10.1029/2003GL017410, 2003a.

    Google Scholar 

  • Stephens, G.L., Radiation profiles in extended water clouds. II: Parameterization schemes, J. Atmos. Sci., 35, 2123–2132, 1978.

    Google Scholar 

  • Ferriday, J.G., and S.K. Avery, Passive microwave remote sensing of rainfall with SSM/I: Algorithm development and implementation, J. Appl. Meteor., 33, 1587–1596, 1994.

    Google Scholar 

  • Dulac, F., Tanré, D., Bergametti G, Buat-Menard, P., Desbois, M., Sutton, D., Assessment of the african airborne dust mass over the western mediterranean sea using Meteosat data, J. Geophys. Res., 97, 2489–2506, 1992.

    Google Scholar 

  • King, M.D., S.C. Tsay, and S. Platnick, In situ observations of the indirect effects of aerosol on clouds, in Aerosol Forcing of Climate, edited by R.J. Charlson, and J. Heintzenberg, pp. 227–248, John Wiley and Sons, Chichester, 1995.

    Google Scholar 

  • Thomson, A.D., and R. List, Raindrop spectra and updraft determination by combining Doppler radar and disdrometer, J. Atmos. Ocean. Tech., 13, 465–476, 1996.

    Google Scholar 

  • Smith, E.A, J.E. Lamm, R. Adler, J. Alishouse, K. Aonashi, E. Barrett, P. Bauer, W. Berg, A. Chang, R. Ferraro, J. Ferriday, S. Goodman, N. Grody, C. Kidd, D. Kniveton, C. Kummerow, G. Liu, F. Marano, A. Mugnai, W. Olson, G. Petty, A. Shibata, R. Spencer, F. Wentz, T. Wilheit, and E. Zipser, Results of the WetNet PIP-2 project, J. Atmos. Sci., 55, 1483–1536, 1998.

    Google Scholar 

  • Sevruk, B., Methods of Correction for Systematic Error in Point Precipitation Measurement for Operational Use, Operational Hydrology Report No. 21, WMO – No. 589, 35 pp., Secretariat of the WMO, Geneva, 1982.

    Google Scholar 

  • Winker, D.M., Hunt, W.H. and Hostetler, C.A., Status and Performance of the CALIOP Lidar, Proc. SPIE, 5575, 8–15, 2004.

    Google Scholar 

  • Feng, M., P. Hacker, R. Lukas, R. Weller, and S.P. Anderson, Upper ocean heat and salt balances in the western equatorial Pacific in response to the intraseasonal oscillation during TOGA COARE, J. Clim., 12, 2409–2427, 2000.

    Google Scholar 

  • Gerber, H., B.G. Arends, and A.S. Ackerman, New microphysics sensor for aircraft use, Atmos. Res., 31, 235–252, 1994.

    Google Scholar 

  • Sullivan, R.C., and K.A. Prather, Recent advances in our understanding of atmospheric chemistry and climate made possible by on-line aerosol analysis instrumentation, Anal. Chem., 77, 3861–3885, 2005.

    CAS  Google Scholar 

  • Kruger, A., and W.F. Krajewski, Two-dimensional video disdrometer: A description, J. Atmos. Ocean. Tech., 19, 602–617, 2002.

    Google Scholar 

  • Smith, R.B., Q. Jiang, M.G. Fearon, P. Tabary, M. Dorninger, J.D. Doyle, and R. Beniot, Orographic precipitation and air mass transformation: An Alpine example, Q. J. Roy. Meteor. Soc., 129, 433–454, 2003.

    Google Scholar 

  • Van Grieken, R., C. Xhoffer, L. Wouters, P. Artaxo, Micro-analysis techniques for the characterization of individual environmental particles, Anal. Sci., 7, 1117–1122, 1991.

    Google Scholar 

  • Adler, R.F., C. Kidd, G. Petty, M. Morrissey, and H.M. Goodman, Intercomparison of global precipitation products: The third Precipitation Intercomparison Project (PIP-3), Bull. Amer. Meteor. Soc., 82, 1377–1396, 2001.

    Google Scholar 

  • Kalashnikova, O.V., R. Kahn, I.N. Sokolik, and W.H. Li, The ability of multi-angle remote sensing observations to identify and distinguish mineral dust types: Optical models and retrievals of optically thick plumes, J. Geophys. Res., 110, D18, D18S1410.1029/2004JD004550, 2005

    Google Scholar 

  • Weymouth, G., G.A. Mills, D. Jones, E.E. Ebert, and M.J. Manton, A continental-scale daily rainfall analysis system, Aust. Met. Mag., 48, 169–179, 1999.

    Google Scholar 

  • Hsu, N.C., J.R. Herman, O. Torres, B.N. Holben, Tanre, and T.F. Eck, Comparisons of the TOMS aerosol index and the sun photometer aerosol optical thickness: Results and applications, J. Geophys. Res., 104, 6269–6279, 1999.

    CAS  Google Scholar 

  • Short, D.A., P.A. Kucera, B.S. Ferrier, J.C. Gerlach, S.A. Rutledge, and O.W. Thiele, Shipboard radar rainfall patterns within the TOGA COARE IFA, Bull. Amer. Meteor. Soc., 78, 2817–2836, 1997.

    Google Scholar 

  • Abdou, W.A., D.J. Diner, J.V. Martonchik, C.J. Bruegge, R.A. Kahn, B.J. Gaitley, K.A. Crean, L.A. Remer, and B. Holben, Comparison of coincident multiangle imaging spectroradiometer and moderate resolution imaging spectroradiometer aerosol optical depths over land and ocean scenes containing aerosol robotic network sites, J. Geophys. Res., 110, D10S07, doi:10.1029/2004JD004693, 2005.

    Google Scholar 

  • Amitai, E., D.B. Wolff, D.A. Marks, and D.S. Silberstein, Radar rainfall estimation, Lessons learned from the NASA/TRMM validation program. Second European Conference on Radar Meteorology (ERAD), Delft, The Netherlands. ERAD Publication Series, 1, 255–260 (Copernicus GmbH peer reviewed publication, ISBN:3-936586-04-7), 2002.

    Google Scholar 

  • Zawadzki, I., and A. Bellon, Error statistics of VPR correction in stratiform precipitation, Preprints, 31st Conf. Radar Meteor., Seattle, Wash., Amer. Meteor. Soc., 225–228, 2003.

    Google Scholar 

  • Artaxo, P., Aerosol sampling and analysis, in Environmental Monitoring Handbook, edited by A.Guenther, McGraw-Hill Professional, New York, USA, ISBN:0-07-135176-0, 2002.

    Google Scholar 

  • Baltensperger, U., E. Weingartner, H. Burtscher, and J. Keskinen, Dynamic mass and surface area measurements, in Aerosol Measurement, Principles, Techniques, and Applications, Second Edition, edited by A.B. Paul, pp. 387–418, Wiley-Interscience, 2001.

    Google Scholar 

  • WMO, WMO/GAW Experts Workshop on a Global Surface Based Network for Long Term Observations of Column Aerosol Optical Properties, edited by U. Baltensperger, L. Barrie, C. Wehrli, GAW Report No. 162, Geneva, 2005.

    Google Scholar 

  • WMO, GAW Aerosol Measurement Procedures, Guidelines and Recommendations, GAW Report No. 153, Geneva, 2003

    Google Scholar 

  • Chu, D.A., Y.J. Kaufman, C. Ichoku, L.A. Remer, D. Tanré, and B.N Holben, Validation of MODIS aerosol optical depth retrieval over land, Geophys. Res. Lett., 29, doi:10.1029/2001GL013205, 2002.

    Google Scholar 

  • Ebert, E.E., Monitoring the quality of operational and semi-operational satellite precipitation estimates – The IPWG Validation/intercomparison study. 2nd International Precipitation Working Group (IPWG) Workshop, Monterey, CA, 25–28 October 2004, 9 pp., 2004.

    Google Scholar 

  • GAW, Proceedings of WMO/GAW Aerosol measurement procedures guidelines and recommendations, GAW Report #153, available at http://www.wmo.ch/web/arep/gaw/gawreports.html, 2003.

  • Gjertsen, U., M. Salek, and D.B. Michelson, Gauge adjustment of radar-based precipitation estimates in Europe, Proc. Third European Conf. on Radar in Meteor. and Hydrol., Visby, Sweden, Copernicus GmbH, 7–11, 2004.

    Google Scholar 

  • Heard, D., Analytical Techniques for Atmospheric Measurement, Publisher: Blackwell Publishing, ISBN:1405123575, 2006.

    Google Scholar 

  • Hinds, W.C., Aerosol Technology: Properties, Behavior, and Measurement of Airborne Particles, edited by Wiley-Interscience, ISBN:0471194107, 1999.

    Google Scholar 

  • Huffman, G.J., R.F. Adler, E.F. Stocker, D.T. Bolvin, and E.J. Nelkin, Analysis of TRMM 3-hourly multi-satellite precipitation estimates computed in both real and post-real time, Preprints, 12th Conf. on Sat. Meteor. and Oceanog., Long Beach, CA, Amer. Meteor. Soc., P4.11, 6 pp., 2003.

    Google Scholar 

  • Joss, J. and R. Dyer, Large errors involved in deducing drop-size distributions from Doppler radar data due to vertical air motion, Preprints, 15th Radar Meteorology Conference, Champaign-Urbana, Illinois, Amer. Meteor. Soc., 179–180, 1972.

    Google Scholar 

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Tanré, D., Artaxo, P., Yuter, S., Kaufman, Y. (2009). In Situ and Remote Sensing Techniques for Measuring Aerosols, Clouds and Precipitation. In: Levin, Z., Cotton, W.R. (eds) Aerosol Pollution Impact on Precipitation. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-8690-8_5

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