Evaluating the Impact of Climate Change on Water Quality and Quantity in an Urban Watershed Using an Ensemble Approach

被引:30
作者
Alamdari, Nasrin [1 ]
Sample, David J. [2 ]
Ross, Andrew C. [3 ]
Easton, Zachary M. [1 ]
机构
[1] Virginia Polytech Inst & State Univ, Dept Biol Syst Engn, 155 Ag Quad Lane, Blacksburg, VA 24061 USA
[2] Colorado Sch Mines, Civil & Environm Engn, 1500 Illinois St, Golden, CO 80401 USA
[3] Penn State Univ, Dept Meteorol, 503 Walker Bldg 6, University Pk, PA 16802 USA
基金
美国食品与农业研究所; 美国国家科学基金会;
关键词
Climate change (CC); Hydrologic model; Global climate models (GCMs); Ensemble approach; Intensity-Duration-Frequency (IDF) curves; Dry duration curves; CHANGE SCENARIOS; FUTURE CLIMATE; PART I; STORMWATER; DRAINAGE; PRECIPITATION; SIMULATIONS; PHOSPHORUS; TRENDS; RUNOFF;
D O I
10.1007/s12237-019-00649-4
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Considerable efforts are underway to restore watersheds and estuaries downstream impacted by urban development; however, climate change (CC) may be undermining them. Current methods are limited in their ability to predict hydrology and water quality with CC and assess its effect on the efficiency of stormwater control measures (SCMs). We developed a method using downscaled global climate models (GCMs) from the Coupled Model Intercomparison Project Phase 5 (CMIP5) to project precipitation and temperatures; these were used to force a Storm Water Management Model (SWMM). Three scenarios, a historical and two Representative Concentration Pathways (RCP 4.5 and 8.5) with five GCMs, were used to produce ensemble results. All GCMs in both RCP scenarios projected increases in precipitation and temperature compared to historical conditions. Both RCPs exhibited their largest increases in precipitation, streamflow, total suspended solids (TSS), total nitrogen (TN), and total phosphorous (TP) loads in the winter, summer exhibited the largest increase in temperature. Median loads of TSS, TN, and TP increased 3.1%, 2.5%, and 9.9%, respectively, for RCP 4.5, and increased 3.8%, 3.1%, and 10.4%, respectively, for RCP 8.5. Median reductions in TSS, TN, and TP SCM efficiency for RCP 4.5 were projected to be 6%, 7%, and 11%, respectively; and 11%, 12%, and 17% for RCP 8.5, respectively. Thus, it is likely that additional efforts will be needed to meet water quality goals in the future. Methods such as these can help create climate resilient watershed improvement strategies and guide urban stormwater planning against likely future changes as a result of CC.
引用
收藏
页码:56 / 72
页数:17
相关论文
共 89 条
[21]  
Field CB, 2014, CLIMATE CHANGE 2014: IMPACTS, ADAPTATION, AND VULNERABILITY, PT A: GLOBAL AND SECTORAL ASPECTS, P1
[22]   Understanding, management and modelling of urban hydrology and its consequences for receiving waters: A state of the art [J].
Fletcher, T. D. ;
Andrieu, H. ;
Hamel, P. .
ADVANCES IN WATER RESOURCES, 2013, 51 :261-279
[23]  
Fu Q, 2005, J ENVIRON SCI-CHINA, V17, P404
[24]  
Gao H., 2010, ALGORITHM THEORETICA
[25]   Costs of Water Quality Goals under Climate Change in Urbanizing Watersheds: Difficult Run, Virginia [J].
Giuffria, Jonathon M. ;
Bosch, Darrell J. ;
Taylor, Daniel B. ;
Alamdari, Nasrin .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2017, 143 (09)
[26]  
Goodrich DC, 2012, T ASABE, V55, P1561
[27]   Studies on soil physics Part I - The flow of air and water through soils [J].
Green, WH ;
Ampt, GA .
JOURNAL OF AGRICULTURAL SCIENCE, 1911, 4 :1-24
[28]  
Groisman PY, 2004, J HYDROMETEOROL, V5, P64, DOI 10.1175/1525-7541(2004)005<0064:CCOTHC>2.0.CO
[29]  
2
[30]   Technical Note: Downscaling RCM precipitation to the station scale using statistical transformations - a comparison of methods [J].
Gudmundsson, L. ;
Bremnes, J. B. ;
Haugen, J. E. ;
Engen-Skaugen, T. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2012, 16 (09) :3383-3390