Skip to main content

Spaceborne Inferences of Cloud Microstructure and Precipitation Processes: Synthesis, Insights, and Implications

  • Chapter
Cloud Systems, Hurricanes, and the Tropical Rainfall Measuring Mission (TRMM)

Part of the book series: Meteorological Monographs ((METEOR))

Abstract

Spaceborne inferences of cloud microstructure and precipitation-forming processes with height have been used to investigate the effect of ingested aerosols on clouds and to integrate the findings with past cloud physics research. The inferences were made with a method that analyzes data from National Oceanic and Atmospheric Administration Advanced Very High Resolution Radiometer (NOAA AVHRR) and Tropical Rainfall Measuring Mission Visible and Infrared Scanner (TRMM VIRS) sensors to determine the effective radius of cloud particles with height. In addition, the TRMM Precipitation Radar (PR) made it possible to measure the rainfall simultaneously with the microphysical retrievals, which were validated by aircraft cloud physics measurements under a wide range of conditions. For example, the satellite inferences suggest that vigorous convective clouds over many portions of the globe remain supercooled to near −38°C, the point of homogeneous nucleation. These inferences were then validated in Texas and Argentina by in situ measurements using a cloud physics jet aircraft.

This unique satellite vantage point has documented enormous variability of cloud conditions in space and time and the strong susceptibility of cloud microstructure and precipitation to the ingested aerosols. This is in agreement with past cloud physics research. In particular, it has been documented that smoke and air pollution can suppress both water and ice precipitation-forming processes over large areas. Measurements in Thailand of convective clouds suggest that the suppression of coalescence can decrease areal rainfall by as much as a factor of 2. It would appear, therefore, that pollution has the potential to alter the global climate by suppressing rainfall and decreasing the net latent heating to the atmosphere and/or forcing its redistribution. In addition, it appears that intense lightning activity, as documented by the TRMM Lightning Imaging Sensor (LIS), is usually associated with microphysically highly “continental” clouds having large concentrations of ingested aerosols, great cloud-base concentrations of tiny droplets, and high cloud water contents. Conversely, strongly “maritime” clouds, having intense coalescence, early fallout of the hydrometeors, and glaciation at warm temperatures, show little lightning activity. By extension these results suggest that pollution can enhance lightning activity.

The satellite inferences suggest that the effect of pollution on clouds is greater and on a much larger scale than any that have been documented for deliberate cloud seeding. They also provide insights for cloud seeding programs. Having documented the great variability in space and time of cloud structure, it is likely that the results of many cloud seeding efforts have been mixed and inconclusive, because both suitable and unsuitable clouds have been seeded and grouped together for evaluation. This can be addressed in the future by partitioning the cases based on the microphysical structure of the cloud field at seeding and then looking for seeding effects within each partition.

This study is built on the scientific foundation laid by many past investigators and its results can be viewed as a synthesis of the new satellite methodology with their findings. Especially noteworthy in this regard is Dr. Joanne Simpson, who has spent much of her career studying and modeling cumulus clouds and specifying their crucial role in driving the hurricane and the global atmospheric circulation. She also was a pioneer in early cloud seeding research in which she emphasized cloud dynamics rather than just microphysics in her seeding hypotheses and in her development and use of numerical models. It is appropriate, therefore, that this paper is offered to acknowledge Dr. Joanne Simpson and her many colleagues who paved the way for this research effort.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 59.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Arking, A., and J. D. Childs, 1985: Retrieval of cloud cover parameters from multispectral satellite images. J. Climate Appl. Meteor., 24 (4), 322–333.

    Article  Google Scholar 

  • Bigg, E. K., 1953: The formation of atmospheric ice crystals by the freezing of droplets. Quart. J. Roy. Meteor. Soc., 79, 510–519.

    Article  Google Scholar 

  • Biswas, K. R., and A. S. Dennis, 1971: Formation of rain shower by salt seeding. J. Appl. Meteor., 10, 780–784.

    Article  Google Scholar 

  • Bowen, E. G., 1952: A new method of stimulating convective clouds to produce rain and hail. Quart. J. Roy. Meteor. Soc., 78, 37–45.

    Google Scholar 

  • Braham, R. R., Jr., 1964: What is the role of ice in summer rain showers? J. Atmos. Sci., 21, 640–645.

    Article  Google Scholar 

  • Braham, R. R., 1981: Summary of urban effects on clouds and rain. METROMEX: A Review and Summary, Meteor. Monogr., No. 40, Amer. Meteor. Soc., 141–152.

    Google Scholar 

  • Cerveny, R. S., and R. C. Balling Jr., 1998: Weekly cycles of air pollutants, precipitation and tropical storm intensity in the coastal NW Atlantic region (Letter to Nature). Nature, 394, 561–563.

    Article  Google Scholar 

  • Coakley, J. A., R. L. Bernstein, and P. R. Durkee, 1987: Effects of ship-stack effluents on cloud reflectivity. Science, 237, 1020–1022.

    Article  Google Scholar 

  • Cooper, W. A., R. T. Bruintjes, and G. K. Mather, 1997: Calculations pertaining to hygroscopic seeding with flares. J. Appl. Meteor., 36, 1449–1469.

    Article  Google Scholar 

  • Cotton, W. R., 1982: Modification of precipitation from warm clouds—A review. Bull. Amer. Meteor. Soc., 63, 146–160.

    Article  Google Scholar 

  • Eagen, R. C., P. V. Hobbs, and L. F. Radke, 1974: Particle emissions from a large Kraft paper mill and their effects on the micro- structure of warm clouds. J. Appl. Meteor., 13, 535–552.

    Article  Google Scholar 

  • Gatz, D. F., 1979: Investigation of pollutant source strength rainfall relationships at St. Louis. J. Appl. Meteor., 18, 1245–1251.

    Article  Google Scholar 

  • Gerber, H., 1996: Microphysics of marine stratocumulus clouds with two drizzle modes. J. Atmos. Sci., 53, 1649–1662.

    Article  Google Scholar 

  • Gribbin, J., 1995: Rain moves north in the global greenhouse. New Sci., 18.

    Google Scholar 

  • Gunn, R., and B. B. Phillips, 1957: An experimental investigation of the effect of air pollution on the initiation of rain. J. Meteor., 14, 272–280.

    Article  Google Scholar 

  • Houghton, J. T., L. G. Meira Filho, J. Bruce, Hoesung Lee, B. A. Callander, E. Haites, N. Harris, and K. Maskell, 1994: Climate Change 1994—Radiative forcing of climate change and an Evaluation of the IPCCIS92 Emission Scenarios. Reports of Working Groups I and II of the Intergovernmental Panel on Climate Change.Cambridge University Press, 339 pp.

    Google Scholar 

  • Johnson, D. B., 1982: Role of giant and ultragiant aerosol particles in warm rain initiation. J. Atmos. Sci., 39, 448–460.

    Article  Google Scholar 

  • Johnson, D. B., 1987: On the relative efficiency of coalescence and riming. J. Atmos. Sci., 44, 1671–1680.

    Article  Google Scholar 

  • Kaufman, Y. J., and R. S. Fraser, 1997: The effect of smoke particles on clouds and climate forcing. Science, 277, 1636–1638.

    Article  Google Scholar 

  • Lensky, I. M., and D. Rosenfeld, 1997: Estimation of precipitation area and rain intensity based on the microphisical properties retrieved from NOAA AVHRR data. J. Appl. Meteor., 36, 234–242.

    Google Scholar 

  • Mather, G. K., D. E. Terblanche, F. E. Steffens, and L. Fletcher, 1997: Results of the South African cloud seeding experiments using hygroscopic flares. J. Appl. Meteor., 36, 1433–1447.

    Article  Google Scholar 

  • McCollum, J. A., A. Gruber, and M. B. Ba, 2000: Discrepancy between gauges and satellite estimates of rainfall in equatorial Africa. J. Appl. Meteor., 39, 666–679.

    Article  Google Scholar 

  • Nakajima, T., and M. D. King, 1990: Determination of the optical thickness and effective particle radius of clouds from reflected solar radiation measurements. Part I: Theory. J. Atmos. Sci., 47, 1878–1893.

    Article  Google Scholar 

  • Orville, H. D., 1996: A review of cloud modeling in weather modification. Bull. Amer. Meteor. Soc., 77, 1535–1555.

    Article  Google Scholar 

  • Pinsky, M. B., A. P. Khain, D. Rosenfeld, and A. Pokrovsky, 1998: Comparison of collision velocity differences of drops and grau- pel particles in a very turbulent cloud. Atmos. Res., 49, 99–113.

    Article  Google Scholar 

  • Radke, L. F., J. A. Coakley, and M. D. King, 1989: Direct and remote sensing observations of the effects of ships on clouds. Science, 246, 1146–1149.

    Article  Google Scholar 

  • Reisin, T., S. Tzivion, and Z. Levin, 1996: Seeding convective clouds with ice nuclei or hygroscopic particles: A numerical study using a model with detailed microphysics. J. Appl. Meteor., 35, 1416–1434.

    Article  Google Scholar 

  • Rosenfeld, D., 1999: TRMM observed first direct evidence of smoke from forest fires inhibiting rainfall. Geophys. Res. Lett., 26, 3105.

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Rosenfeld, D., and W. L. Woodley, 1993: Effects of cloud seeding in west Texas: Additional results and new insights. J. Appl. Meteor., 32, 1848–1866.

    Article  Google Scholar 

  • Rosenfeld, D., and G. Gutman, 1994: Retrieving microphysical properties near the tops of potential rain clouds by multispectral analysis of AVHRR data. J. Atmos. Res., 34, 259–283.

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Rosenfeld, D., and W. L. Woodley, 2000: Convective clouds with sustained highly supercooled liquid water down to -37.5°C. Nature, 405, 440–442.

    Article  Google Scholar 

  • Rosenfeld, D., D. B. Wolff, and D. Atlas, 1993: General probability-matched relations between radar reflectivity and rain rate. J. Appl. Meteor., 32, 50–72.

    Article  Google Scholar 

  • Rosenfeld, D., W. L. Woodley, and T. Krauss, 2001: Satellite Observations of the microstructure of natural and seeded severe hailstorms in Argentina and Alberta. Preprints, 15th Conf. on Planned and Inadvertent Weather Modification, Albuquerque, NM, Amer. Meteor. Soc., 68–74.

    Google Scholar 

  • Schickel, K. P., H. E. Hoffmann, and K. T. Kriebel, 1994: Identification of icing water clouds by NOAA AVHRR satellite data. Atmos. Res., 34 (1–4), 177–183.

    Article  Google Scholar 

  • Simpson, J., 1980: Downdraft as linkages in dynamic cumulus seeding effects. J. Appl. Meteor., 19, 477–487.

    Article  Google Scholar 

  • Simpson, J., and W. L. Woodley, 1971: Seeding cumulus in Florida: New 1970 results. Science, 173, 117–126.

    Article  Google Scholar 

  • Simpson, J., G. W. Brier, and R. H. Simpson, 1967: Stormfury cumulus seeding experiment 1965: Statistical analysis and main results. J. Atmos. Sci., 24, 508–521.

    Article  Google Scholar 

  • Squires, P., 1958: The microstructure and colloidal stability of warm clouds. Tellus, 10, 256–271.

    Article  Google Scholar 

  • Twomey, S., R. Gall, and M. Leuthold, 1987: Pollution and cloud reflectance. Bound.-Layer Meteor., 41, 335–348.

    Article  Google Scholar 

  • Witt, G., and J. Malkus, 1959: The evolution of a convective element: A numerical calculation. The Atmosphere and the Sea in Motion, R. Bolin, Ed., Oxford University Press, 425–439.

    Google Scholar 

  • Woodley, W., and A. Herndon, 1970: A raingauge evaluation of the Miami reflectivity-rainfall rate relation. J. Appl. Meteor., 9,258–264.

    Google Scholar 

  • Woodley, W., J. Jordan, J. Simpson, R. Biondini, J. A. Flueck, and A. Barnston, 1982: Rainfall results of the Florida Area Cumulus Experiment. J. Appl. Meteor., 21, 139–164.

    Article  Google Scholar 

  • Woodley, W., A. G. Barnston, J. A. Flueck, and R. Biondini, 1983: The Florida Area Cumulus Experiment’s second phase (FACE-2). Part II: Replicated and confirmatory analyses. J. Appl. Meteor., 22, 1529–1540.

    Article  Google Scholar 

  • Woodley, W., D. Rosenfeld, and A. Strautins, 2000: Identification of a seeding signature in Texas using multi-spectral satellite imagery. J. Wea. Mod., 32, 37–51.

    Google Scholar 

  • Zipser, J. E., and K. R. Lutz, 1994: The vertical profile of radar reflectivity of convective cells: A strong indicator of storm intensity and lightning probability? Mon. Wea. Rev., 122, 1751–1759.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 American Meteorological Society

About this chapter

Cite this chapter

Rosenfeld, D., Woodley, W.L. (2003). Spaceborne Inferences of Cloud Microstructure and Precipitation Processes: Synthesis, Insights, and Implications. In: Tao, WK., Adler, R. (eds) Cloud Systems, Hurricanes, and the Tropical Rainfall Measuring Mission (TRMM). Meteorological Monographs. American Meteorological Society, Boston, MA. https://doi.org/10.1007/978-1-878220-63-9_6

Download citation

  • DOI: https://doi.org/10.1007/978-1-878220-63-9_6

  • Publisher Name: American Meteorological Society, Boston, MA

  • Online ISBN: 978-1-878220-63-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics