Trend Analysis of Annual and Seasonal Rainfall in...

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Figure 3- Rainfall stations used in analysis; KS and all adjacent states Trend Analysis of Annual and Seasonal Rainfall in Kansas Figure 4 shows that the total annual rainfall has increased from 1890 to 2011 in the state of Kansas. The average overall slope is higher in centeral and eastern parts. In addition there is an obvious west to east gradual gradient of rainfall over the state. The overall analysis showed that on average Kansas receives 714 mm of rain annually with a strong gradient from west (425 mm, Tribune) to east (1069 mm, Columbus). Due to this gradient western and central Kansas needs more irrigation than eastern Kansas during the irrigation season to reach the plant growing water requirements. Figure 1- Dust Bowl, 1935 Rolla, KS Precipitation has direct impacts on agricultural production, water resources management, and recreational activities, all of which have significant economic impacts. Changnon and Demissie [1996] showed that precipitation has a significant effect on streamflow specially in more urbanized areas. In a previous study, Rahmani et al. [unpublished paper, 2012] showed an increasing trend for extreme rainfall events in Kansas from 1920 to 2009. Thus developing a solid understanding of rainfall patterns and trends is important, and is particularly vital for regions with high climate variability like Kansas [Flora, 1934; Karl, 1983; Woodhouse and Overpeck, 1998; Kolva, 2001; and Brooks, 2006]. In this study, the annual and seasonal rainfall trends were analyzed using daily precipitation data for four consecutive periods (18911920, 19211950, 19511980, and 19812010) and an overall data range of 1890 through 2011 from 23 stations in Kansas. In addition, total annual number of dry days and dry days between two rainy days trends were analyzed. The results can be used in agricultural production, irrigation and water management, and structural design fields. Figure 2- Tuttle Creek Spillway, August 1993, Manhattan, KS DATA Data extracted from High Plains Regional Climate Center (HPRCC) 23 stations all over the state; 15 stations of 111-120, and 8 stations of 101-110 years of data range No outliers have been detected among data points Methods and Materials Results Figure 4- Total annual rainfall trend (mm). The values below station's name represent the overall (18902011) trend slope. The subplots in the figure are arranged in their approximate geographical location. Hays had the lowest increased value of 0.16 mm/yr and Independence (southeast) had the highest increased value of 2 mm/yr and St. Francis (northwest) rainfall decreased by 0.8 mm/yr, the highest decrease, with Ashland decreasing 0.54 mm/yr, the only other station to exhibit an overall decrease. The periodic trend does not follow the overall trend and highlights the variability experienced across the state over time; e.g. in Independence, the first period (1891-1920) experienced almost a flat trend but the other three periods (1921- 1950, 1951-1980, and 1981-2010) experienced a very sharp increase. Figure 5 shows seasonal rainfall trend. The highest value belongs to Summer followed by Spring, Fall and Winter respectively. Figure 8- Number of dry days between two rainy days for the months of March, April, May, June, July, and August Conclusion Great variability in weather data with short term trends (30-yr climate periods) being different than long term trends (122-yr data record). Annual rainfall has an increasing trend for the majority (21 of 23) of stations from 1890 to 2011 from west to east. All stations received the most rain during the summer season (June, July, Aug) followed by Spring, Fall and Winter respectively. 17 of 23 had a decreasing trend of number of dry days from west to east and across time. Number of dry days between rainfall events had a decreasing trend in the majority of the stations for most of the months from west to east and across time. Increasing rainfall will affect hydraulic structures like dams, culverts and channels that may result in more property loss and threat to human life. New rainfall patterns should be considered when designing stormwater management system to avoid poor (over or under sized) design. Brooks, K., Environmental history as Kansas History, Kansas History, v 9, n 2, 2006 Changnon, S. A., and Demissie, M., Detection of Changes in Streamflow and Floods Resulting from Climate Fluctuations and Land Use-Drainage Changes, Climatic Change, v 32, n 4, p 411-421, 1996 Flora, S. D., Kansas Weather and Its Effects on Crops, Transactions of the Kansas Academy of Science, v 37, p 161-168, 1934 Karl, T. R., Some Spatial Characteristics of Drought Duration in the United States, J. Climate Appl. Meteor., n 22, p 13561366, 1983 Kolva, J. R., Effects of the Great Midwest Flood of 1993 on Wetlands, National Water Summary on Wetland Resources, United States Geological Survey Water Supply Paper 2425, 2001 Woodhouse, C. A., and Overpeck, J. T., 2000 Years of Drought Variability in the Central United States, Bulletin of the American Meteorological Society, v 79, n 12, 1998 References This material is based upon work supported by the National Science Foundation under Award No. EPS-0903806 and matching support from the State of Kansas through Kansas Technology Enterprise Corporation. Acknowledgement 1 Vahid Rahmani, 1 Stacy L. Hutchinson, 2 Shawn Hutchinson, 3 Aavudai Anandhi 1 Biological and Agricultural Engineering , 2 Department of Geography, 3 Department of Agronomy Kansas State University, Manhattan KS Figure 5- Total seasonal rainfall trend (mm) for the period of 1890-2011 with subperiods of 1891-1920, 1921-1950, 1951-1980, and 1981-2010. Figure 6 shows that the days with rain equal to or less than 2.5 mm has decreased during the period of 1890 through 2011 from western to eastern Kansas. Considering the increasing annual rainfall trend, figure 4, 6 and 7 all state that the greater rainfall events increased during the same period. Figure 9- Number of dry days between two rainy days for the months of September, October, November, December, January, and February Figure 8 and 9 show that the number of days with no rains between two rainy days has decreased for each month across state for the period of 1890 through 2011. Different plants can grow well up to certain days without rain, hence investigating dry periods between two rains helps to select suitable plants for each region and improve irrigation management. METHODS Total annual rainfall for each station Long-term data available; using 122 years (1890-2011) data length Four consecutive periods which cover 120 years data length; 1891-1920, 1921- 1950, 1951-1980, and 1981-2010 Seasonal rainfall for all stations; Spring: March, April, and May, Summer: June, July, and August, Fall: September, October, and November, and Winter: December, January, and February Total annual number of dry days; days with rain equal to or less than 2.5 mm (0.1 inch) Longest monthly dry period (number of days with no rain between two rainy days) Total annual number of days with rain equal to or larger than 76.2 mm (3 inches) Analysis completed using Matlab version R2012a Figure 6- Total annual number of days with rain equal to or less than 2.5 mm (0.1 inch) Figure 7- Total annual number of days with rain equal to or larger than 76.2 mm (3 inches) Introduction

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Page 1: Trend Analysis of Annual and Seasonal Rainfall in Kansasipsr.ku.edu/CEP/Hyperlink_Documents/Posters2012... · Trend Analysis of Annual and Seasonal Rainfall in Kansas • Figure 4

Figure 3- Rainfall stations used in analysis; KS and all adjacent states

Trend Analysis of Annual and Seasonal Rainfall in Kansas

• Figure 4 shows that the total annual rainfall has increased from 1890 to 2011 in the state of Kansas. The

average overall slope is higher in centeral and eastern parts. In addition there is an obvious west to east

gradual gradient of rainfall over the state. The overall analysis showed that on average Kansas receives

714 mm of rain annually with a strong gradient from west (425 mm, Tribune) to east (1069 mm,

Columbus). Due to this gradient western and central Kansas needs more irrigation than eastern Kansas

during the irrigation season to reach the plant growing water requirements.

Figure 1- Dust Bowl, 1935

Rolla, KS

Precipitation has direct impacts on agricultural production, water resources management, and recreational

activities, all of which have significant economic impacts. Changnon and Demissie [1996] showed that

precipitation has a significant effect on streamflow specially in more urbanized areas. In a previous study,

Rahmani et al. [unpublished paper, 2012] showed an increasing trend for extreme rainfall events in Kansas

from 1920 to 2009. Thus developing a solid understanding of rainfall patterns and trends is important, and is

particularly vital for regions with high climate variability like Kansas [Flora, 1934; Karl, 1983; Woodhouse

and Overpeck, 1998; Kolva, 2001; and Brooks, 2006].

In this study, the annual and seasonal rainfall trends were analyzed using daily precipitation data for four

consecutive periods (1891–1920, 1921–1950, 1951–1980, and 1981–2010) and an overall data range of 1890

through 2011 from 23 stations in Kansas. In addition, total annual number of dry days and dry days between

two rainy days trends were analyzed. The results can be used in agricultural production, irrigation and water

management, and structural design fields.

Figure 2- Tuttle Creek Spillway,

August 1993, Manhattan, KS

• DATA

Data extracted from High Plains Regional Climate Center (HPRCC)

23 stations all over the state; 15 stations of 111-120, and 8 stations of 101-110 years of data range

No outliers have been detected among data points

Methods and Materials

Results

Figure 4- Total annual rainfall trend (mm). The values below station's name represent the overall (1890–2011) trend slope. The

subplots in the figure are arranged in their approximate geographical location.

• Hays had the lowest increased value of 0.16 mm/yr and Independence (southeast) had the highest

increased value of 2 mm/yr and St. Francis (northwest) rainfall decreased by 0.8 mm/yr, the highest

decrease, with Ashland decreasing 0.54 mm/yr, the only other station to exhibit an overall decrease.

• The periodic trend does not follow the overall trend and highlights the variability experienced across the

state over time; e.g. in Independence, the first period (1891-1920) experienced almost a flat trend but

the other three periods (1921- 1950, 1951-1980, and 1981-2010) experienced a very sharp increase.

• Figure 5 shows seasonal rainfall trend. The highest value belongs to Summer followed by Spring, Fall

and Winter respectively.

Figure 8- Number of dry days between two

rainy days for the months of March, April,

May, June, July, and August

Conclusion

• Great variability in weather data with short term trends (30-yr climate periods) being different than long

term trends (122-yr data record).

• Annual rainfall has an increasing trend for the majority (21 of 23) of stations from 1890 to 2011 from

west to east.

• All stations received the most rain during the summer season (June, July, Aug) followed by Spring, Fall

and Winter respectively.

• 17 of 23 had a decreasing trend of number of dry days from west to east and across time.

• Number of dry days between rainfall events had a decreasing trend in the majority of the stations for

most of the months from west to east and across time.

• Increasing rainfall will affect hydraulic structures like dams, culverts and channels that may result in

more property loss and threat to human life.

• New rainfall patterns should be considered when designing stormwater management system to avoid

poor (over or under sized) design.

• Brooks, K., Environmental history as Kansas History, Kansas History, v 9, n 2, 2006

• Changnon, S. A., and Demissie, M., Detection of Changes in Streamflow and Floods Resulting from

Climate Fluctuations and Land Use-Drainage Changes, Climatic Change, v 32, n 4, p 411-421, 1996

• Flora, S. D., Kansas Weather and Its Effects on Crops, Transactions of the Kansas Academy of

Science, v 37, p 161-168, 1934

• Karl, T. R., Some Spatial Characteristics of Drought Duration in the United States, J. Climate Appl.

Meteor., n 22, p 1356–1366, 1983

• Kolva, J. R., Effects of the Great Midwest Flood of 1993 on Wetlands, National Water Summary on

Wetland Resources, United States Geological Survey Water Supply Paper 2425, 2001

• Woodhouse, C. A., and Overpeck, J. T., 2000 Years of Drought Variability in the Central United

States, Bulletin of the American Meteorological Society, v 79, n 12, 1998

References

This material is based upon work supported by the National

Science Foundation under Award No. EPS-0903806 and

matching support from the State of Kansas through Kansas

Technology Enterprise Corporation.

Acknowledgement

1Vahid Rahmani,

1Stacy L. Hutchinson,

2Shawn Hutchinson,

3Aavudai Anandhi

1Biological and Agricultural Engineering ,

2Department of Geography,

3Department of Agronomy

Kansas State University, Manhattan KS

Figure 5- Total seasonal rainfall trend (mm) for the period of 1890-2011 with subperiods of 1891-1920, 1921-1950, 1951-1980,

and 1981-2010.

• Figure 6 shows that the days with rain equal to or less than 2.5 mm has decreased during the period of

1890 through 2011 from western to eastern Kansas. Considering the increasing annual rainfall trend,

figure 4, 6 and 7 all state that the greater rainfall events increased during the same period.

Figure 9- Number of dry days between two rainy

days for the months of September, October,

November, December, January, and February

• Figure 8 and 9 show that the number of days with no rains between two rainy days has decreased for

each month across state for the period of 1890 through 2011. Different plants can grow well up to certain

days without rain, hence investigating dry periods between two rains helps to select suitable plants for

each region and improve irrigation management.

• METHODS

Total annual rainfall for each station

Long-term data available; using 122 years (1890-2011) data length

Four consecutive periods which cover 120 years data length; 1891-1920, 1921- 1950, 1951-1980, and

1981-2010

Seasonal rainfall for all stations; Spring: March, April, and May, Summer: June, July, and August, Fall:

September, October, and November, and Winter: December, January, and February

Total annual number of dry days; days with rain equal to or less than 2.5 mm (0.1 inch)

Longest monthly dry period (number of days with no rain between two rainy days)

Total annual number of days with rain equal to or larger than 76.2 mm (3 inches)

Analysis completed using Matlab version R2012a

Figure 6- Total annual number of days with

rain equal to or less than 2.5 mm (0.1 inch)

Figure 7- Total annual number of days with rain

equal to or larger than 76.2 mm (3 inches)

Introduction