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Drought Through a PRISM: Precipitation Mapping and Analysis Activities at the PRISM Group

PRISM. GROUP. Drought Through a PRISM: Precipitation Mapping and Analysis Activities at the PRISM Group. Christopher Daly, Director PRISM Group Assoc. Prof., Dept. of Geosciences, College of Science Oregon State University Corvallis, Oregon, USA. PRISM. GROUP. Outline

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Drought Through a PRISM: Precipitation Mapping and Analysis Activities at the PRISM Group

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  1. PRISM GROUP Drought Through a PRISM:Precipitation Mapping and Analysis Activities at the PRISM Group Christopher Daly, Director PRISM Group Assoc. Prof., Dept. of Geosciences, College of Science Oregon State University Corvallis, Oregon, USA

  2. PRISM GROUP Outline • Overview of PRISM Group • Brief introduction to PRISM • PRISM precipitation products • Directional precipitation climatologies • COOP observer bias in daily precipitation measurements

  3. PRISM GROUP PRISM Group • 5-FTE applied research team at Oregon State University, funding from contracts and grants • The PRISM Group is the only center in the world dedicated solely to the spatial analysis of climate • PRISM climate mapping technology has been continuously developed, and repeatedly peer-reviewed, since 1991 • The PRISM Group is the de facto climate mapping center for the US • The PRISM Group is advancing “Geospatial Climatology” as an emerging discipline

  4. PRISM Parameter-elevation Regressions on Independent Slopes Model • Generates gridded estimates of climatic parameters (e.g., P, T, DP) • Moving-window regression of climate/weather values vs. elevation or climatology for each grid cell • Uses nearby station observations • Spatial climate knowledge base weights stations in the regression function by their physiographic similarity to the target grid cell

  5. PRISM PRISM spatial climate knowledge base accounts for spatial variations in climate due to: • Elevation • Terrain orientation – rain shadows • Terrain profile – terrain enhancement of precipitation • Moisture regime – exposure to moisture sources • Coastal proximity – marine air intrusion • Two-layer atmosphere – inversion layer, free atmosphere • Topographic position – susceptibility to cold air pooling

  6. PRISM Spatial Climate Datasets All data sets are state-of-the-art, and are used as the standard for evaluation of other methods 50 US States & Poss. Mongolia China Western Canada Taiwan Caribbean Islands

  7. Use of PRISM Data Sets • Official spatial climate data sets of the USDA • Climate monitoring and projections • Drought and wildfire studies • National Weather Service Forecasts • Weather Channel Forecasts • Thousands of users, both public and private

  8. prism.oregonstate.edu

  9. PRISM Website ~6,000 unique visits per month ~3,000 grid downloads per month ~1-2,000,000 hits per year

  10. CONUS 1895-Present Monthly Climate Time Series • Tmax, tmin, precip, dew point • 4-km grid resolution, soon to be 800-m • At each grid cell, provides realistic historical values and variability

  11. Time Series Data Set Needs Support! Funding for monthly updates will end in spring 2008 If you use this product, it is time to step up

  12. SW flow example: January 7, 1990 1200 UTC NW flow example: January 2, 1990 1200 UTC

  13. SW (Southwesterly) 700-mb flow 1971-2000 mean annual precipitation Percent of the domain-wide precipitation Percent of the normalized all-day mean annual precipitation

  14. NW (Northwesterly) 700-mb flow 1971-2000 mean annual precipitation Percent of the domain-wide precipitation Percent of the normalized all-day mean annual precipitation

  15. Climo PRISM S (Southerly) 700-mb flow 1971-2000 mean annual precipitation Percent of the domain-wide precipitation Percent of the normalized all-day mean annual precipitation

  16. PRISM GROUP Precipitation Observer Bias [BAMS June 2007] • The vast majority of United States cooperative observers introduce subjective biases into their measurements of daily precipitation • These biases affect the long-term means and temporal trends of commonly-used precipitation statistics across the country (USHCN included)

  17. PRISM GROUP Percent frequency distribution of daily precipitation >=0.01”, 1971-2000 Bishop, CA MAP=4.9” Qillayute, WA MAP=101.9” Gamma Function

  18. Percent frequency distribution of daily precip >=0.01” 1971-2000 Philadelphia 1 WSW, MS Under-reporting bias nine-phobia

  19. Percent frequency distribution of daily precip >=0.01” 1971-2000 Cloverdale, OR 5/10 Bias

  20. Vale ‘s 10-yr Mean Number of Wet Days Dropped to Half that of Malheur 25% 13%

  21. Vale ‘s 10-yr Mean Wet Day Precip Increased to 150% that of Malheur 0.22 0.15

  22. Scope of Observer Bias - USHCN Stations, 1971-2000

  23. OSU PRISM Group Web Site http://prism.oregonstate.edu • Long-term average climate maps • Up-to-date monthly maps for CONUS • Graphics, map server, and data

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