Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin
Climatic variability can lead to large‐scale alterations in the hydrologic cycle, some of which can be characterized in terms of indices involving precipitation depth, duration and frequency. This study evaluated the spatiotemporal behavior of precipitation indices over the Kentucky R...
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| Format: | Article |
| Language: | English |
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MDPI AG
2017-02-01
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| Series: | Water |
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| Online Access: | http://www.mdpi.com/2073-4441/9/2/109 |
| _version_ | 1811212249040158720 |
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| author | Somsubhra Chattopadhyay Dwayne R. Edwards Yao Yu |
| author_facet | Somsubhra Chattopadhyay Dwayne R. Edwards Yao Yu |
| author_sort | Somsubhra Chattopadhyay |
| collection | DOAJ |
| description | Climatic variability can lead to large‐scale alterations in the hydrologic cycle, some of which can be characterized in terms of indices involving precipitation depth, duration and frequency. This study evaluated the spatiotemporal behavior of precipitation indices over the Kentucky River watershed for both the baseline period of 1986–2015 and late‐century time frame of 2070–2099. Historical precipitation data were collected from 16 weather stations in the watershed, while future rainfall time‐series were obtained from an ensemble of 10 Coupled Model Intercomparison Project Phase 5 (CMIP5) global circulation models under two future emission pathways: Representative Concentration Pathways (RCP) 4.5 and 8.5. Annual trends in seven precipitation indices were analyzed: total precipitation on wet days (PRCPTOT), maximum length (in days) of dry and wet periods (CDD and CWD, respectively), number of days with precipitation depth ≥20 mm (R20mm), maximum five‐day precipitation depth (RX5day), simple daily precipitation index (SDII) and standardized precipitation index (SPI, a measure of drought severity). Non‐parametric Mann–Kendall test results indicated significant trends for only ≈11% of the stationindex combinations, corresponding to generally increasing trends in PRCPTOT, CWD, R20mm and RX5day and negative trends for the others. Projected magnitudes for PRCPTOT, CDD, CWD, RX5day and SPI, indices associated with the macroweather regime, demonstrated general consistency with trends previously identified and indicated modest increases in PRCPTOT and CWD, slight decrease in CDD, mixed results for RX5day, and increased non‐drought years in the late century relative to the baseline period. Late‐century projections for the remaining indices (SDII, R20mm) demonstrated behavior counter to trends in the trends identified in the baseline period data, suggesting that these indices—which are more closely linked with the weather regime and daily GCM outputs—were relatively less robust. |
| first_indexed | 2024-04-12T05:25:52Z |
| format | Article |
| id | doaj.art-a852b34c0ceb41a4ba5f8ec8b4b60517 |
| institution | Directory Open Access Journal |
| issn | 2073-4441 |
| language | English |
| last_indexed | 2024-04-12T05:25:52Z |
| publishDate | 2017-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Water |
| spelling | doaj.art-a852b34c0ceb41a4ba5f8ec8b4b605172022-12-22T03:46:18ZengMDPI AGWater2073-44412017-02-019210910.3390/w9020109w9020109Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River BasinSomsubhra Chattopadhyay0Dwayne R. Edwards1Yao Yu2Department of Biosystems and Agricultural Engineering, University of Kentucky, Lexington, KY 40546, USADepartment of Biosystems and Agricultural Engineering, University of Kentucky, Lexington, KY 40546, USAConstruction Management and Engineering Department, North Dakota State University, Fargo, ND 58108, USAClimatic variability can lead to large‐scale alterations in the hydrologic cycle, some of which can be characterized in terms of indices involving precipitation depth, duration and frequency. This study evaluated the spatiotemporal behavior of precipitation indices over the Kentucky River watershed for both the baseline period of 1986–2015 and late‐century time frame of 2070–2099. Historical precipitation data were collected from 16 weather stations in the watershed, while future rainfall time‐series were obtained from an ensemble of 10 Coupled Model Intercomparison Project Phase 5 (CMIP5) global circulation models under two future emission pathways: Representative Concentration Pathways (RCP) 4.5 and 8.5. Annual trends in seven precipitation indices were analyzed: total precipitation on wet days (PRCPTOT), maximum length (in days) of dry and wet periods (CDD and CWD, respectively), number of days with precipitation depth ≥20 mm (R20mm), maximum five‐day precipitation depth (RX5day), simple daily precipitation index (SDII) and standardized precipitation index (SPI, a measure of drought severity). Non‐parametric Mann–Kendall test results indicated significant trends for only ≈11% of the stationindex combinations, corresponding to generally increasing trends in PRCPTOT, CWD, R20mm and RX5day and negative trends for the others. Projected magnitudes for PRCPTOT, CDD, CWD, RX5day and SPI, indices associated with the macroweather regime, demonstrated general consistency with trends previously identified and indicated modest increases in PRCPTOT and CWD, slight decrease in CDD, mixed results for RX5day, and increased non‐drought years in the late century relative to the baseline period. Late‐century projections for the remaining indices (SDII, R20mm) demonstrated behavior counter to trends in the trends identified in the baseline period data, suggesting that these indices—which are more closely linked with the weather regime and daily GCM outputs—were relatively less robust.http://www.mdpi.com/2073-4441/9/2/109climate change drought extreme precipitation Kentucky River Basin |
| spellingShingle | Somsubhra Chattopadhyay Dwayne R. Edwards Yao Yu Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin Water climate change drought extreme precipitation Kentucky River Basin |
| title | Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin |
| title_full | Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin |
| title_fullStr | Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin |
| title_full_unstemmed | Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin |
| title_short | Contemporary and Future Characteristics of Precipitation Indices in the Kentucky River Basin |
| title_sort | contemporary and future characteristics of precipitation indices in the kentucky river basin |
| topic | climate change drought extreme precipitation Kentucky River Basin |
| url | http://www.mdpi.com/2073-4441/9/2/109 |
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