Nowcasting of precipitation systems

Digital remotely sensed observations of the atmosphere, particularly from radars and satellites, have become increasingly available over the last 15 years. Together with developments in computer technology this has stimulated the design and operation of a variety of systems to exploit these data in weather forecasting. Growing awareness of the importance of detailed site specific weather information and forecasts from zero to a few hours ahead has led to the emergence of a particular kind of forecasting called nowcasting which depends on the exceptionally detailed knowledge of the current pattern of weather that remote sensing can provide. This type of weather forecasting is reviewed, with emphasis on the measurement and extrapolation up to about 2 hours ahead of fields of various weather parameters, especially rainfall. Trends in the design of nowcasting systems are discussed, and potential benefits summarized.

[1]  J. R. Colquhoun A Decision Tree Method of Forecasting Thunderstorms, Severe Thunderstorms and Tornadoes , 1987 .

[2]  James W. Wilson,et al.  Initiation of Convective Storms at Radar-Observed Boundary-Layer Convergence Lines , 1986 .

[3]  R. Doviak,et al.  An Atmospheric Solitary Gust Observed with a Doppler Radar, a Tall Tower and a Surface Network , 1984 .

[4]  R. C. Srivastava,et al.  Radar Detection of Hail , 1977 .

[5]  D. Atlas,et al.  MULTI-WAVELENGTH RADAR REFLECTIVITY OF HAILSTORMS , 1961 .

[6]  Louis J. Battan,et al.  Vertical Air Motions and the Z-R Relation , 1976 .

[7]  A. Koestler The Act of Creation , 1964 .

[8]  Phillip A. Arkin,et al.  The Relationship between Fractional Coverage of High Cloud and Rainfall Accumulations during GATE over the B-Scale Array , 1979 .

[9]  Walton A. Follansbee,et al.  Estimation of average daily rainfall from satellite cloud photographs , 1973 .

[10]  C. Collier Accuracy of rainfall estimates by radar, part I: Calibration by telemetering raingauges , 1986 .

[11]  W. Woodley,et al.  Rain Estimation from Geosynchronous Satellite Imagery—Visible and Infrared Studies , 1978 .

[12]  Verner E. Suomi,et al.  McIDAS III - A modern interactive data access and analysis system. [Man computer Interactive Data Access System] , 1983 .

[13]  Roland T. Chin,et al.  Determination of Rainfall Rates from GOES Satellite Images by a Pattern Recognition Technique , 1985 .

[14]  J. Purdom PICTURE OF THE MONTH: Meso-Highs and Satellite Imagery , 1973 .

[15]  Donald P. Wylie,et al.  An Application of a Geostationary Satellite Rain Estimation Technique to an Extratropical Area , 1979 .

[16]  W. M. Brown,et al.  Real-Time Landslide Warning During Heavy Rainfall , 1987, Science.

[17]  James W. Wilson Integration of Radar and Raingage Data for Improved Rainfall Measurement , 1970 .

[18]  R. Adler,et al.  A cloud model-radiative model combination for determining microwave TB-rain rate relations , 1986 .

[19]  Renée Elio,et al.  METEOR: An Artificial Intelligence System for Convective Storm Forecasting , 1987 .

[20]  Edwin Kessler,et al.  radar in an automated national weather system , 1971 .

[21]  B. J. Conway,et al.  Weather forecasting by interactive analysis of radar and satellite imagery , 1988, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

[22]  Michael J. Istok,et al.  Analysis of the relation between Doppler spectral width and thunderstorm turbulence , 1986 .

[23]  K. A. Browning,et al.  Uses of radar in meteorology , 1986 .

[24]  G. A. Clift Use of radar in meteorology , 1985 .

[25]  Joseph T. Schaefer,et al.  Severe Thunderstorm Forecasting: A Historical Perspective , 1986 .

[26]  D. J. Hall,et al.  Experiments In Automatic Cloud Tracking Using SMS-GOES Data , 1977 .

[27]  E. Barrett,et al.  THE ESTIMATION OF MONTHLY RAINFALL FROM SATELLITE DATA , 1970 .

[28]  U. Christensen,et al.  RELATIONSHIPS BETWEEN RADAR ECHO CHARACTERISTICS AND LIGHTNING PARAMETERS FOR A THUNDERSTORM IN SWEDEN , 1987 .

[29]  Louis J. Battan,et al.  Radar Observation of the Atmosphere , 1973 .

[30]  James W. Wilson,et al.  Radar Measurement of Rainfall—A Summary , 1979 .

[31]  P. M. Austin,et al.  Relation between Measured Radar Reflectivity and Surface Rainfall , 1987 .

[32]  Automatic Detection of Hail by Radar. , 1982 .

[33]  S. Lovejoy,et al.  The estimation of rain from satellite‐borne microwave radiometers , 1980 .

[34]  V. J. Cardone,et al.  On Trends in Historical Marine Wind Data , 1990 .

[35]  Charles A. Doswell,et al.  Short-Range Forecasting , 1986 .

[36]  G. Sulakvelidze,et al.  Formation of precipitation and modification of hail processes (Obrazovanie osadkov i vozdeistvie na gradovye protsessy) , 1967 .

[37]  D. Zrnic,et al.  Doppler Radar and Weather Observations , 1984 .

[38]  Steven D. Campbell,et al.  Recognizing Low-Altitude Wind Shear Hazards from Doppler Weather Radar: An Artificial Intelligence Approach , 1987 .

[39]  K. Browning Conceptual Models of Precipitation Systems , 1986 .

[40]  C. K. M. Douglas,et al.  LOCAL WEATHER FORECASTING , 1957 .

[41]  A. Bellon,et al.  The accuracy of short-term radar rainfall forecasts , 1984 .

[42]  K. Wilk,et al.  SEVERE THUNDERSTORM RADAR ECHO MOTION AND RELATED WEATHER EVENTS . HAZARDOUS TO AVIATION OPERATIONS , 1972 .

[43]  ERIC A. SMITH,et al.  Automated Cloud Tracking Using Precisely Aligned Digital ATS Pictures , 1972, IEEE Transactions on Computers.

[44]  F. Hill The use of average annual rainfall to derive estimates of orographic enhancement of frontal rain over England and Wales for different wind directions , 1983 .

[45]  K. Katsaros,et al.  Mesoscale and synoptic scale features of North Pacific weather systems observed with the scanning multichannel microwave radiometer on Nimbus 7 , 1986 .

[46]  Paul L. Smith Equivalent Radar Reflectivity Factors for Snow and Ice Particles , 1984 .

[47]  Thomas T. Wilheit,et al.  A satellite technique for quantitatively mapping rainfall rates over the oceans , 1977 .

[48]  J. W. F. Goddard,et al.  Detection of hail by dual-polarization radar , 1986, Nature.

[49]  J. Marshall,et al.  THE DISTRIBUTION OF RAINDROPS WITH SIZE , 1948 .

[50]  David B. Parsons,et al.  The Mesoscale and Microscale Structure and Organization of Clouds and Precipitation in Midlatitude Cyclones. XI: Comparisons between Observational and Theoretical Aspects of Rainbands , 1983 .

[51]  M. Ligda,et al.  ON THE RELATIONSHIP BETWEEN THE VELOCITIES OF SMALL PRECIPITATION AREAS AND GEOSTROPHIC WINDS , 1954 .

[52]  A. E. Brain,et al.  Use of a Pattern Recognition Technique for Determining Cloud Motions from Sequences of Satellite Photographs , 1971 .

[53]  C. Nappo,et al.  A Thunderstorm Bow Wave , 1987 .

[54]  K. Browning,et al.  On the Forecasting of Frontal Rain Using a Weather Radar Network , 1982 .

[55]  S. G. Geotis Some Radar Measurements of Hailstorms , 1963 .

[56]  L. McMurdie,et al.  Atmospheric Water Distribution in a Midlatitude Cyclone Observed by the Seasat Scanning Multichannel Microwave Radiometer , 1985 .

[57]  Shaun Lovejoy,et al.  The delineation of rain areas from visible and IR satellite data for GATE and mid‐latitudes , 1979 .

[58]  I. Zawadzki Statistical Properties of Precipitation Patterns , 1973 .

[59]  M. Lethbridge PRECIPITATION PROBABILITY AND SATELLITE RADIATION DATA , 1967 .

[60]  M. R. Hjelmfelt The microbursts of 22 June 1982 in JAWS , 1987 .

[61]  G. K. Mather,et al.  An Observed Relationship between the Height of the 45 dBZ Contours in Storm Profiles and Surface Hail Reports , 1976 .

[62]  B. Hoskins,et al.  A new look at the ?-equation , 1978 .

[63]  A. Waldvogel,et al.  Criteria for the Detection of Hail Cells , 1979 .

[64]  G. Foote,et al.  Results of a Randomized Hail Suppression Experiment in Northeast Colorado. Part I: Design and Conduct of the Experiment , 1979 .

[65]  A. Bellon,et al.  The use of digital weather radar records for short‐term precipitation forecasting , 1974 .

[66]  J. Leese,et al.  An Automated Technique for Obtaining Cloud Motion from Geosynchronous Satellite Data Using Cross Correlation , 1971 .

[67]  Michael D. Hudlow,et al.  Technological developments in real-time operational hydrologic forecasting in the United States , 1988 .

[68]  Robert F. Adler,et al.  A Proposed Tropical Rainfall Measuring Mission (TRMM) Satellite , 1988 .

[69]  D. N. Sikdar,et al.  Estimating GATE rainfall with geosynchronous satellite images , 1979 .

[70]  C. Kidd,et al.  A new instrument with rainfall monitoring potential , 1988 .

[71]  Elizabeth E. Ebert,et al.  A Pattern Recognition Technique for Distinguishing Surface and Cloud Types in the Polar Regions , 1987 .

[72]  D. Atlas,et al.  A Dual-Wavelength Radar Hail Detector , 1973 .

[73]  R. M. Haralick,et al.  Pattern recognition with measurement space and spatial clustering for multiple images , 1969 .

[74]  K. Browning Air motion and precipitation growth in a major snowstorm , 1983 .

[75]  Keith A. Browning Review Lecture: Local weather forecasting , 1980, Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences.

[76]  C. Collier,et al.  A weather radar correction procedure for real-time estimation of surface rainfall , 1983 .

[77]  Raúl E. López,et al.  The Relationship of Lightning to Surface Convergence at Kennedy Space Center: A Preliminary Study , 1987 .

[78]  H. Uyeda,et al.  Radar Observations of Snowfalls in 1985 over the Shinjo Basin : Vertical Scanning , 1987 .

[79]  W. Olson,et al.  Nimbus-7 37 GHz Radiances Correlated with Radar Rain Rates over the Gulf of Mexico , 1983 .

[80]  C. Collier,et al.  A case study of the measurement of snowfall by radar: An assessment of accuracy , 1978 .

[81]  C. Collier Accuracy of rainfall estimates by radar, part II: Comparison with raingauge network , 1986 .

[82]  Thomas T. Wilheit,et al.  Meteorological Interpretations of the Images from the Nimbus 5 Electrically Scanned Microwave Radiometer , 1976 .

[83]  G. Dittberner,et al.  Large-scale precipitation estimates using satellite data; Application to the Indian Monsoon , 1973 .

[84]  Edward A. Brandes,et al.  Optimizing Rainfall Estimates with the Aid of Radar , 1975 .

[85]  K. Browning Airflow and Precipitation Trajectories Within Severe Local Storms Which Travel to the Right of the Winds , 1964 .

[86]  methods for identifying severe thunderstorms by radar: a guide and bibliography , 1965 .

[87]  Donald W. Burgess,et al.  Automatic Detection of Mesocyclonic Shear with Doppler Radar , 1985 .

[88]  B. Hoskins,et al.  The Mathematical Theory of Frontogenesis , 1982 .

[89]  K. Browning,et al.  TOWARDS AN AUTOMATED WEATHER RADAR NETWORK , 1974 .

[90]  Robert F. Adler,et al.  A Satellite Infrared Technique to Estimate Tropical Convective and Stratiform Rainfall , 1988 .