Set rainfall duration for analysis (5 minutely, hourly, daily, etc.).
Find the maximum depth for the duration in each year.
Rank the depths from highest to lowest for all years (greatest amount at top of list, rank = m = 1).
Compute return period:
T = \frac{n+1}{m}
where n is the number of years of data, m is the rank of data from highest (m=1) to lowest (m=n).
Corresponding probability = 1/T
Example: For T = 100 year event, the probability = 0.01.
Partial Duration Series:
Algorithm swaps out maximum for during n years with n maximum in n years (e.g., more than 1 value per year allowed).
Additional Notes on Return Period
n = 20 years.
Ocanerank.
Reciprocal of return period.
Chance na marit.
Probability is inversely proportional to area.
n = 26 years.
1/20.
Dependent on historical data.
Change of state from water to water vapor.
Comparing Water Vapor to Moist Air
Specific Humidity:
Mass of water vapor per unit mass of moist air.
Vapor Pressure:
Dalton's law of partial pressures states that the pressure exerted by a gas (its vapor pressure) is independent of the presence of other gases.
Based on ideal gas law:
If the total pressure exerted by the moist air is p, then p - e is the partial pressure due to the dry air:
p - e = \rhoa Ra T
e = \rhov Rv T
T: Absolute Temperature in K
e: Vapor pressure
R_v: Gas constant of water vapor
\rho_v: Density of water vapor
Specific Humidity Approximation:
q_v = 0.622 \frac{e}{p}
R_a: Gas constant for dry air (287 J/kg\cdot K)
\rho_a: Density of dry air
\rho = \rhoa + \rhov
R_v: Gas constant for water vapor
p = [\rhoa + (0.622)\rhov] R_a T
Gas Constants Relationship:
Ra = Ra (1 + 0.608qv) \approx 287 (1 + 0.608qv)
Saturated Vapor Pressure:
For a given air temperature, there is a maximum moisture content the air can hold, and the corresponding vapor pressure is called saturation vapor pressure.
e_s = 611 e^{\frac{17.27T}{237.3 + T}}
where e_s is Saturated vapor pressure (Pa = N/m^2) and T is Temperature (\degree C)
Example Values:
T = -20, e_s = 125
T = -10, e_s = 286
T = 0, e_s = 611
T = 5, e_s = 872
T = 10, e_s = 1227
T = 15, e_s = 1704
T = 20, e_s = 2337
T = 25, e_s = 3167
T = 30, e_s = 4243
T = 35, e_s = 5624
T = 40, e_s = 7378
Relative Humidity:
Ratio of the actual vapor pressure to its saturation value at a given air temperature:
Rh = \frac{e}{es}
Dew Point Temperature:
The temperature at which air would just become saturated at a given specific humidity.
Sample Problem:
Given:
Air pressure = 100 kPa
Air temperature = 20 ^\circ C
Dew-point temperature = 16 ^\circ C
Calculate:
Specific humidity
Relative Humidity: \frac{e}{e_s}
e_s = 611 e^{\frac{17.27T}{237.3 + T}} \approx 2339 Pa
e = 611 e^{\frac{17.27T}{237.3 + T}} \approx 1819 Pa
R_h = \frac{1819}{2339} \approx 78\%%
q_v = 0.622 \frac{e}{p} \approx 0.0113 \frac{\text{kg of water}}{\text{kg of moist air}}
Terminologies
Evaporation:
Process by which liquid water passes directly to the vapor phase.
Transpiration:
Process by which liquid water passes from liquid to vapor through plant metabolism.
Sublimation:
Process by which water passes directly from the solid phase to the vapor phase.
Vapor Pressure:
Water vapor normally behaves as an ideal gas.
Partial pressure of water (vapor pressure) adds to partial pressures of the other gaseous constituents.
Water vapor is about 1-2% of the total pressure.
Humidity:
Quantity of water vapor present in air (absolute, specific, or a relative value).
Specific Humidity:
Ratio of the mass of water vapor in moist air to the mass of air.
Dew Point Temperature:
Temperature at which air becomes saturated at a given specific humidity.
Factors Influencing Evaporation
Energy supply for vaporization (latent heat):
Solar radiation.
Transport of vapor away from evaporative surface:
Wind velocity over surface.
Specific humidity gradient above surface.
Vegetated surfaces.
Supply of moisture to the surface:
Evapotranspiration (ET).
Potential Evapotranspiration (PET): moisture supply is not limited.
Evaporation from Pan:
National Weather Service Class A type.
Installed on a wooden platform in a grassy location.
Filled with water to within 2.5 inches of the top.
Evaporation rate is measured by manual readings or with an analog output evaporation gauge.
Methods for Estimating Evaporation
Energy Balance Method:
Parameter is energy from on.
Rn - Hs - G = Lv \rhow E
R_n = net radiation, W/m^2
L_v = latent heat of vaporization, kJ/kg
\rhow = density of water, kg/m^3
HS = Sensible heat to air
G = Heat conducted to the ground
Example:
For a particular location, the average net radiation is 185 W/m^2, air temperature is 28.5°C, relative humidity is 55%, and wind speed is 2.7 m/s at a height of 2m. Determine the open water evaporation rate in mm/d using the energy method.