CE 374K Hydrology Lecture 5: Precipitation

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Presentation transcript:

CE 374K Hydrology Lecture 5: Precipitation Precipitation mechanisms Rainall maps Rainfall hyetographs Nexrad measurement of rainfall Reading for today – Applied Hydrology, Sec 3.3 and 3.4 Reading for Thursday – Applied Hydrology, Sec 3.5 and 3.6

Wind Map http://hint.fm/wind/gallery/

Ocean Currents http://www.youtube.com/watch?v=oNppEPKt52E

Precipitation Precipitation: water falling from the atmosphere to the earth. Rainfall Snowfall Hail, sleet Requires lifting of air mass so that it cools and condenses.

Mechanisms for air lifting Frontal lifting Orographic lifting Convective lifting

Frontal Lifting Boundary between air masses with different properties is called a front Cold front occurs when cold air advances towards warm air Warm front occurs when warm air overrides cold air Cold front (produces cumulus cloud) Warm front (produces stratus cloud)

Orographic lifting Orographic uplift occurs when air is forced to rise because of the physical presence of elevated land.

Convective lifting Convective precipitation occurs when the air near the ground is heated by the earth’s warm surface. This warm air rises, cools and creates precipitation. Hot earth surface

Condensation Condensation is the change of water vapor into a liquid. For condensation to occur, the air must be at or near saturation in the presence of condensation nuclei. Condensation nuclei are small particles or aerosol upon which water vapor attaches to initiate condensation. Dust particulates, sea salt, sulfur and nitrogen oxide aerosols serve as common condensation nuclei. Size of aerosols range from 10-3 to 10 mm.

Precipitation formation Lifting cools air masses so moisture condenses Condensation nuclei Aerosols water molecules attach Rising & growing 0.5 cm/s sufficient to carry 10 mm droplet Critical size (~0.1 mm) Gravity overcomes and drop falls

Shape of a Falling Raindrop http://www.sciencemag.org/content/335/6071/925/F1.large.jpg

Forces acting on rain drop Three forces acting on rain drop Gravity force due to weight Buoyancy force due to displacement of air Drag force due to friction with surrounding air D Fb Fd Fd Fg

Terminal Velocity Terminal velocity: velocity at which the forces acting on the raindrop are in equilibrium. If released from rest, the raindrop will accelerate until it reaches its terminal velocity D Fb Fd Fd Fg At standard atmospheric pressure (101.3 kpa) and temperature (20oC), rw = 998 kg/m3 and ra = 1.20 kg/m3 V Raindrops are spherical up to a diameter of 1 mm For tiny drops up to 0.1 mm diameter, the drag force is specified by Stokes law

Terminal Velocity of a Raindrop http://commons.wikimedia.org/?title=File:Rain_drop_terminal_velocity_chart.jpg

Rainfall Measurement – Tipping Bucket Bucket tips for each 0.01 inches of rain http://meiyu.atmphys.howard.edu/instru.htm#

Exterior of a tipping bucket gage 20 cm diameter http://en.wikipedia.org/wiki/File:Exterior_tipping_bucket.JPG

Rainfall patterns in the US

Global precipitation pattern

Spatial Representation Isohyet – contour of constant rainfall Isohyetal maps are prepared by interpolating rainfall data at gaged points. Austin, May 1981 Wellsboro, PA 1889

Texas Rainfall Maps

Current Rainfall in Texas http://water.weather.gov/precip/index.php?yday=1359331200&yday_analysis=0&layer%5B%5D=0&layer%5B%5D=1&layer%5B%5D=4&timetype=RECENT&loctype=STATE&units=engl&timeframe=last60days&product=observed&loc=stateTX

Percent of Normal Rainfall in Texas http://water.weather.gov/precip/index.php?yday=1359331200&yday_analysis=0&layer%5B%5D=0&layer%5B%5D=1&layer%5B%5D=4&timetype=RECENT&loctype=STATE&units=engl&timeframe=last60days&product=observed&loc=stateTX

Temporal Representation Rainfall hyetograph – plot of rainfall depth or intensity as a function of time Cumulative rainfall hyetograph or rainfall mass curve – plot of summation of rainfall increments as a function of time Rainfall intensity – depth of rainfall per unit time

Rainfall Depth and Intensity

Incremental Rainfall Rainfall Hyetograph

Cumulative Rainfall Rainfall Mass Curve

Arithmetic Mean Method Simplest method for determining areal average P1 = 10 mm P2 = 20 mm P3 = 30 mm P1 P2 P3 Gages must be uniformly distributed Gage measurements should not vary greatly about the mean

Thiessen polygon method Any point in the watershed receives the same amount of rainfall as that at the nearest gage Rainfall recorded at a gage can be applied to any point at a distance halfway to the next station in any direction Steps in Thiessen polygon method Draw lines joining adjacent gages Draw perpendicular bisectors to the lines created in step 1 Extend the lines created in step 2 in both directions to form representative areas for gages Compute representative area for each gage Compute the areal average using the following formula A1 A2 A3 P1 P2 P3 P1 = 10 mm, A1 = 12 Km2 P2 = 20 mm, A2 = 15 Km2 P3 = 30 mm, A3 = 20 km2 𝑃= 1 𝐴 𝑖=1 𝑁 𝐴 𝑖 𝑃 𝑖 = 12∗10+15∗20+20∗30 47 = 21.7 mm

Isohyetal method Steps Construct isohyets (rainfall contours) Compute area between each pair of adjacent isohyets (Ai) Compute average precipitation for each pair of adjacent isohyets (pi) Compute areal average using the following formula 10 20 P1 A1=5 , p1 = 5 A2=18 , p2 = 15 P2 A3=12 , p3 = 25 P3 30 A4=12 , p3 = 35

Inverse distance weighting Prediction at a point is more influenced by nearby measurements than that by distant measurements The prediction at an ungaged point is inversely proportional to the distance to the measurement points Steps Compute distance (di) from ungaged point to all measurement points. Compute the precipitation at the ungaged point using the following formula P1=10 P2= 20 d1=25 d2=15 P3=30 d3=10 p

Rainfall interpolation in GIS Data are generally available as points with precipitation stored in attribute table.

Nearest Neighbor “Thiessen” Polygon Interpolation Rainfall maps in GIS Nearest Neighbor “Thiessen” Polygon Interpolation Spline Interpolation

NEXRAD NEXt generation RADar: is a doppler radar used for obtaining weather information A signal is emitted from the radar which returns after striking a rainfall drop Returned signals from the radar are analyzed to compute the rainfall intensity and integrated over time to get the precipitation NEXRAD Tower Working of NEXRAD

NEXRAD WSR-88D Radars in Central Texas (Weather Surveillance Radar-1988 Doppler) scanning range = 230 km NEXRAD Products: Stage I: Just Radar Stage II: gages, satellite, and surface temperature Stage III: Continuous mosaic from radar overlaps One of the strong motivation points for integration is the availability of good quality precipitation estimates at higher temporal and spatial resolutions to feed engineering models!! In particular the NEXRAD products of the NWS that now provide “true spatial realizations of rainfall fields” With historical and real time sources EWX – NEXRAD Radar in New Braunfels Source: PBS&J, 2003

NEXRAD data National Weather Service Precipitation Analysis NOAA’s Weather and Climate Toolkit (JAVA viewer) http://www.ncdc.noaa.gov/oa/wct/ West Gulf River Forecast Center http://www.srh.noaa.gov/wgrfc/ National Weather Service Precipitation Analysis http://www.srh.noaa.gov/rfcshare/precip_analysis_new.php