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Analyses of Rainfall
Hydrology and Water Resources
RG744
Institute of Space Technology
October 09, 2015
Mean Rainfall
Mean Annual Rainfall: determined by averaging the total rainfall
of several consecutive years at a place
Mean Monthly Rainfall: by averaging the monthly total rainfall
for several consecutive years
Example:MeanMonthlyRainfall
InterceptionandNetPrecipitation
Vegetation influence on pattern of deposition and amount of
precipitation reaching the soil surface
Interception losses are less in arid and semiarid regions that have
sparse vegetation
Net precipitation is gross precipitation (measured by gauge) minus
interception loss
Net precipitation is the amount available either to replenish soil
water deficits or to become surface, subsurface, or ground water
flow.
EffectiveRainfall
Rainfall component causing perceptible change in the stream
flow
That is only a portion of the total rainfall recorded over the
catchment
Rainfall that does not infiltrate the soil and moves into the
stream as overland flow
Index of wetness
Ratio of rainfall in a given year and average annual precipitation
When it is
Less than 1 - bad year/deficient year/ dry year
More than 1 – good year / surplus year / wet year
Equal to 1 – normal year
ProbableExtremeRainfallEvents(Standard
DesignStorms)
Probable Maximum Precipitation
Standard Project Storm
Frequency based storm
Important for water resources engineering
ProbableMaximumPrecipitation(PMP)
Assumed physical upper limit of rain that will fall over a specified
area in a given time (that’s physically possible)
Rainfall for a given area and duration that can be reached or
exceeded under known meteorological conditions
Used to provide an estimate of the Probable Maximum Flood
(PMF) hydrographs
For design of major structure with the threat of loss of life PMP is
used (where no risk of failure accepted)
StandardProjectStorm(SPS)
Storm which is reasonably capable of occurring over the basin
under consideration (actually occurred)
The heaviest rain storm occurred in the region during the
period of rainfall records
Used for design project with economic considerations and low
risk
Frequency Based Storm
Frequency analysis of long term rainfall data
Flood/StormFrequency
Flood frequency: number of times a particular flood/storm can
be expected in a river/watershed in a given number of years
Example: 100 year flood – a flood that can be expected once in
100 years. (usually worked out by extrapolating the observed
data)
Frequency is the percentage of years, during which a storm of a
given magnitude may be equaled or exceeded
Recurrence interval/return period: Time interval after which a
similar flood can be forecasted or expected.
FrequencyAnalysis
Objective: to develop a frequency curve
Precipitation frequency curves can be developed to evaluate
maximum events
Used for planning water resources structures
Relationship between the magnitude of events and either the
associated probability or the recurrence interval
Weather systems vary year to year and hence magnitude of future
events can not be predicted accurately
Have to rely on statistical analyses of rainfall amounts over certain
period
Frequency distribution of past events
Probability or likelihood of having certain events occurring over a
specified period is estimated
RecurrenceIntervalofaStorm
Number of years within which a given storm may equal or
exceed once - Also known as return period
Means this precipitation value or more than that occurs m times in n years
Probability of Exceedance
The probability of occurrence of a flood (having a
recurrence interval T-year) in any year,
Probability: Reciprocal of the return period
p = 1/ T
Frequency
Frequency: Probability expressed in terms of
percentage
Frequency = p * 100
Frequency of a rainfall of a given magnitude = the
number of times the given event may be expected to
be equaled or exceeded in 100 years
Example:
The probability of having a 24 hr rainfall event of 100mm or
more in any given year is ?
about 0.024 (or a 40 year recurrence interval)
Once the frequency curve is developed, the probability of
exceeding certain rainfall amount over a specified period can be
determined
The probability that an event with probability p will be equaled
or exceeded x times in N years is determined by:
If x=0 (no occurrence in N years) then
Prob (no occurrence in N years) = (1-p)N
Therefore;
Prob (at least 1 occurrence in N years) = 1-(1-p)N
Q: the probability of having a 24 hr rainfall event of 100mm or greater over a 20 year
period is?
Solution to example
• What is the p for 100 years flood?
• Means probability of occurrence in one year = ?
• Prob of occurrence of 100 years flood in 100 years?
Intensity Duration Analysis
Study of intensity and its duration is called Intensity Duration
Analysis
Usually most intense storms last for shorter duration
As intensity reduces duration increases
Intensity Duration Curve
Graph of duration vs. intensity for an area
Normally follows the following equation
Where;
I = intensity in mm/hr
t = duration in minutes
C, a, b = constants for the specific area
Intensity Duration Curve
Example: A storm occurred over a catchment area as under:
Time (min) Precipitation (mm)
0 0
10 19
20 22
30 7
40 20
50 23
60 33
70 28
80 8
90 6
Plot maximum intensity duration curve?
*60/30
Intensity Frequency Duration Analysis
When sufficient data (say 50 years) for a catchment area is
available
Analyze data for each storm
Analyze for:
Intensity
Frequency
Duration
Different graphs for different catchment areas depending
on their hydrologic character
Intensity-Frequency-DurationCurve
To know rainfall intensities of different duration and
different return period
Isopluvial Maps
Combined map for large area for maximum rainfall depth for
various combination of a return period and duration
These are Isohyets shown on regional rainfall map
Depth-Area-Duration (DAD)Analysis
Average depth of storm and its duration for a specific area
Also called DAD study
Horton’s Equation
Pa =Poe-(KA)^n
DAD Curve
Based on records of several
storms on an area
Maximum areal precipitation for
different durations
corresponding to different areal
extents
lec 03.ppt
lec 03.ppt

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lec 03.ppt

  • 1. Analyses of Rainfall Hydrology and Water Resources RG744 Institute of Space Technology October 09, 2015
  • 2. Mean Rainfall Mean Annual Rainfall: determined by averaging the total rainfall of several consecutive years at a place Mean Monthly Rainfall: by averaging the monthly total rainfall for several consecutive years
  • 4. InterceptionandNetPrecipitation Vegetation influence on pattern of deposition and amount of precipitation reaching the soil surface Interception losses are less in arid and semiarid regions that have sparse vegetation Net precipitation is gross precipitation (measured by gauge) minus interception loss Net precipitation is the amount available either to replenish soil water deficits or to become surface, subsurface, or ground water flow.
  • 5. EffectiveRainfall Rainfall component causing perceptible change in the stream flow That is only a portion of the total rainfall recorded over the catchment Rainfall that does not infiltrate the soil and moves into the stream as overland flow
  • 6. Index of wetness Ratio of rainfall in a given year and average annual precipitation When it is Less than 1 - bad year/deficient year/ dry year More than 1 – good year / surplus year / wet year Equal to 1 – normal year
  • 7. ProbableExtremeRainfallEvents(Standard DesignStorms) Probable Maximum Precipitation Standard Project Storm Frequency based storm Important for water resources engineering
  • 8. ProbableMaximumPrecipitation(PMP) Assumed physical upper limit of rain that will fall over a specified area in a given time (that’s physically possible) Rainfall for a given area and duration that can be reached or exceeded under known meteorological conditions Used to provide an estimate of the Probable Maximum Flood (PMF) hydrographs For design of major structure with the threat of loss of life PMP is used (where no risk of failure accepted)
  • 9. StandardProjectStorm(SPS) Storm which is reasonably capable of occurring over the basin under consideration (actually occurred) The heaviest rain storm occurred in the region during the period of rainfall records Used for design project with economic considerations and low risk
  • 10. Frequency Based Storm Frequency analysis of long term rainfall data
  • 11. Flood/StormFrequency Flood frequency: number of times a particular flood/storm can be expected in a river/watershed in a given number of years Example: 100 year flood – a flood that can be expected once in 100 years. (usually worked out by extrapolating the observed data) Frequency is the percentage of years, during which a storm of a given magnitude may be equaled or exceeded Recurrence interval/return period: Time interval after which a similar flood can be forecasted or expected.
  • 12. FrequencyAnalysis Objective: to develop a frequency curve Precipitation frequency curves can be developed to evaluate maximum events Used for planning water resources structures Relationship between the magnitude of events and either the associated probability or the recurrence interval Weather systems vary year to year and hence magnitude of future events can not be predicted accurately Have to rely on statistical analyses of rainfall amounts over certain period Frequency distribution of past events Probability or likelihood of having certain events occurring over a specified period is estimated
  • 13. RecurrenceIntervalofaStorm Number of years within which a given storm may equal or exceed once - Also known as return period Means this precipitation value or more than that occurs m times in n years
  • 14. Probability of Exceedance The probability of occurrence of a flood (having a recurrence interval T-year) in any year, Probability: Reciprocal of the return period p = 1/ T
  • 15. Frequency Frequency: Probability expressed in terms of percentage Frequency = p * 100 Frequency of a rainfall of a given magnitude = the number of times the given event may be expected to be equaled or exceeded in 100 years
  • 17.
  • 18. The probability of having a 24 hr rainfall event of 100mm or more in any given year is ? about 0.024 (or a 40 year recurrence interval)
  • 19. Once the frequency curve is developed, the probability of exceeding certain rainfall amount over a specified period can be determined The probability that an event with probability p will be equaled or exceeded x times in N years is determined by: If x=0 (no occurrence in N years) then Prob (no occurrence in N years) = (1-p)N Therefore; Prob (at least 1 occurrence in N years) = 1-(1-p)N Q: the probability of having a 24 hr rainfall event of 100mm or greater over a 20 year period is?
  • 20. Solution to example • What is the p for 100 years flood? • Means probability of occurrence in one year = ? • Prob of occurrence of 100 years flood in 100 years?
  • 21.
  • 22. Intensity Duration Analysis Study of intensity and its duration is called Intensity Duration Analysis Usually most intense storms last for shorter duration As intensity reduces duration increases
  • 23. Intensity Duration Curve Graph of duration vs. intensity for an area Normally follows the following equation Where; I = intensity in mm/hr t = duration in minutes C, a, b = constants for the specific area
  • 25. Example: A storm occurred over a catchment area as under: Time (min) Precipitation (mm) 0 0 10 19 20 22 30 7 40 20 50 23 60 33 70 28 80 8 90 6 Plot maximum intensity duration curve?
  • 27. Intensity Frequency Duration Analysis When sufficient data (say 50 years) for a catchment area is available Analyze data for each storm Analyze for: Intensity Frequency Duration Different graphs for different catchment areas depending on their hydrologic character
  • 28. Intensity-Frequency-DurationCurve To know rainfall intensities of different duration and different return period
  • 29. Isopluvial Maps Combined map for large area for maximum rainfall depth for various combination of a return period and duration These are Isohyets shown on regional rainfall map
  • 30.
  • 31. Depth-Area-Duration (DAD)Analysis Average depth of storm and its duration for a specific area Also called DAD study Horton’s Equation Pa =Poe-(KA)^n
  • 32. DAD Curve Based on records of several storms on an area Maximum areal precipitation for different durations corresponding to different areal extents

Editor's Notes

  1. Mean annual rainfall: minimum of 35-40 years of continuous records is desirable. Deficit or surplus rainfall comparing with mean annual rainfall
  2. Rainy days: when a rainfall during a day is more than 2.5 mm or more the day is known as rainy day.
  3. Infiltration capacity: High in dry soil No overland flow if precipitation is lower than infiltration capacity (but interflow may occur). With persistence precipitation , the soil becomes wet and infiltration rate decreases causing runoff.
  4. Source: Deodhar chapter 4
  5. Applied Hydrometeorology By Pukhraj Rakhecha, Vijay P. Singh
  6. Source: usf Amount of rainfall over a region that can not be exceeded over at that place. The greatest depth that can occur in a given duration at a given location Higher in hot humid regions. PMP is obtained by studying all the storms that have occurred over the region and maximizing them for the most critical atmospheric conditions (assuming maximum air moisture and maximum air inflow occurs simultaneously) . PMF estimated after appropriate adjustment for infiltration losses.
  7. Return Period: Time interval after which a storm of given magnitude is likely to recur.
  8. Source: Hydrology and the management of watersheds By Kenneth N. Brooks Reservoirs, waterways, irrigation networks should be planned and designed for future events.
  9. Ranking: The serial number of a specific value of precipitation in the descending order . The return period or recurrence interval (T) is the average number of years during which a flood of given magnitude will be equaled or exceeded once Source: Hydrology Principles
  10. Example source: Elementary Engineering Hydrology By Deodhar M. J. Frequency: Inverse of return period multiplied with 100 and expressed as %.
  11. Example source: Elementary Engineering Hydrology By Deodhar M. J. Frequency: Inverse of return period multiplied with 100 and expressed as %.
  12. Example source: Elementary Engineering Hydrology By Deodhar M. J. Frequency: Inverse of return period multiplied with 100 and expressed as %.
  13. Hydrology and Management of Watershed by Kenneth. Frequency curve of daily rainfall for a single station
  14. Source: Hydrology and the Management of Watersheds by Brooks
  15. The percentage probabilities of floods (or rainfall) of different recurrence intervals (T) to occur in particular periods (N) are given in Table 8.4 Source: Hydrology Principles
  16. Also known as intensity duration graph. Source: Elementary Engineering Hydrology By Deodhar M. J.
  17. Intensity Duration Curve prepared for a specific study
  18. Source: Elementary Engineering Hydrology By M. J. Deodhar Col 2 20 minute accumulation Col 3 30 min accumulation and so on
  19. Source: Hydrology by Das and Saikia
  20. Source: Engg Hydorlogy,3E  By Subramanya
  21. Areal spread of rainfall within watershed. Amount of high rainfall that may be expected over the catchment. Frequency analysis discussed before is based upon rainfall characteristics at a point or a specific location. The design of storage reservoir and other water resources related structures required that the watershed area to be taken into account. Because rainfall is usually not uniform, increasing the area of watershed the depth of rainfall with a certain probability will decrease. Every storm has a center having maximum precipitation. Po= maximum precipitation at the center of storm. Pa=Average Precipitation over a specific area. (Po-Pa) is positive value and its value increases with bigger catchment and decreases with smaller catchment. K & n are regression constants varies with duration of storm.
  22. Source: Hydrology Principles
  23. 3 – is total area of isohyet from center