Analytical probabilistic model for evaluating the hydrologic performance of green roofs

Journal of Hydrologic Engineering

Volumn 18, Issue 1, 2013, Pages 19-28

  Zhang, Shouhong ^a   Guo, Yiping ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

Green roof; Probabilistic methods.; Runoff reduction rate; Storm water management

Indexed keywords

CONTINUOUS SIMULATION; GREEN ROOF; PROBABILISTIC APPROACHES; PROBABILISTIC METHODS; PROBABILISTIC MODELS; RUNOFF REDUCTION; SIMPLIFYING ASSUMPTIONS; STORM-WATER MANAGEMENTS;

PROBABILITY DISTRIBUTIONS; ROOFS; STORMS;

WATER MANAGEMENT;

COMPUTER SIMULATION; HYDRAULICS; HYDROLOGICAL RESPONSE; PROBABILITY; RAINFALL; ROOF; RUNOFF; STORMWATER; WASTE MANAGEMENT;

DETROIT; MICHIGAN; OREGON; PORTLAND [OREGON]; UNITED STATES;

EID: 84876881296     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)HE.1943-5584.0000593     Document Type: Article

References (52)

1. Adams, B. J., and Papa, F. (2000). Urban stormwater management planning with analytical probabilistic models, Wiley, New York.
2. Adams, B. J., Fraser, H. G., Howard, C. D. D., and Hanafy, M. S. (1986). "Meteorologic data analysis for drainage system design." J. Environ. Eng., 112(5), 827-848.
3. Alfredo, K., Montalto, F., and Goldstein, A. (2010). "Observed and modeled performances of prototype green roof test plots subjected to simulated low- and high-intensity precipitations in a laboratory experiment." J. Hydrol. Eng., 15(6), 444-457.
4. Antrop, M. (2004). "Landscape change and the urbanization process in Europe." Landscape Urban Plann., 67(1-4), 9-26.
5. Ashkar, F., and Rousselle, J. (1987). "Partial duration series modeling under the assumption of a Poissonian flood count." J. Hydrol. (Amsterdam), 90(1-2), 135-144.
6. Bengtsson, L., Grahn, L., and Olsson, J. (2005). "Hydrological function of a thin extensive green roof in southern Sweden." Nordic Hydrol., 36(3), 259-268.
7. Benjamin, J. R., and Cornell, C. A. (1970). Probability, statistics and decision for civil engineers, McGraw-Hill, New York.
8. Berghage, R. D., et al. (2007). Quantifying evaporation and transpirational water losses from green roofs and green roof media capacity for neutralizing acid rain, National Decentralized Water Resources Capacity Development Project. Pennsylvania State Univ., University Park, PA.
9. Berndtsson, J. C. (2010). "Green roof performance towards management of runoff water quantity and quality: A review." Ecol. Eng., 36(4), 351-360.
10. Brenneisen, S. (2006). "Space for urban wildlife: Designing green roofs as habitats in Switzerland." Urban Habitats, 4(1), 27-36.
11. Carter, T. L., and Jackson, C. R. (2007). "Vegetated roofs for storm water management at multiple spatial scales." Landscape Urban Plann., 80(1-2), 84-94.
12. Carter, T. L., and Rasmussen, T. C. (2006). "Hydrologic behaviour of vegetated roofs." J. Am. Water Resour. Assoc., 42(5), 1261-1274.
13. Chau, K.W.,Wu, C. L., and Li, Y. S. (2005). "Comparison of several flood forecasting models in Yangtze River." J. Hydrol. Eng., 10(6), 485-491.
14. Cheng, C. T., Ou, C. P., and Chau, K. W. (2002). "Combining a fuzzy optimal model with a genetic algorithm to solve multiobjective rainfallrunoff model calibration." J. Hydrol. (Amsterdam), 268(1-4), 72-86.
15. Cruise, J. F., and Arora, K. (1990). "A hydroclimatic application strategy for the Poisson partial duration model." Water Resour. Bull., 26(3), 431-442.
16. Cunnane, C. (1979). "A note on the Poisson assumption in partial duration series models." Water Resour. Res., 15(2), 489-494.
17. Deutsch, B., Whitlow, H., Sullivan, M., and Savineau, A. (2005). "Re-greening Washington, DC: A green roof vision based on environmental benefits for air quality and storm water management." Proc., 3rd North American Green Roof Conf. on Greening Rooftops for Sustainable Communities, Cardinal Group, Toronto, 379-384.
18. DiGiovanni, K., Gaffin, S., and Montalto, F. (2010). "Green roof hydrology: Results from a small-scale lysimeter setup (Bronx, NY)." Proc., Low Impact Development 2010: Redefining Water in the City, ASCE, Reston, VA.
19. Dunnett, N., and Kingsbury, N. (2004). Planting green roofs and living walls, Timber Press, Portland, OR.
20. Eagleson, P. S. (1972). "Dynamics of flood frequency." Water Resour. Res., 8(4), 878-898.
21. Eagleson, P. S. (1978). "Climate, soil, and vegetation, 2. The distribution of annual precipitation derived from observed storm sequences." Water Resour. Res., 14(5), 713-721.
22. Fang, C. (2008). "Evaluating the thermal reduction effect of plant layers on rooftops." Energy Build., 40(6), 1048-1052.
23. Gedge, D., and Kadas, G. (2005). "Green roofs and biodiversity." Biologist, 52(3), 161-169.
24. Getter, K. L., Rowe, D. B., and Andresen, J. A. (2007). "Quantifying the effect of slope on extensive green roof stormwater retention." Ecol. Eng., 31(4), 225-231.
25. Guo, Y. (2001). "Hydrologic design of urban flood control detention ponds." J. Hydrol. Eng., 6(6), 472-479.
26. Guo, Y., and Adams, B. J. (1998). "Hydrologic analysis of urban catchments with event-based probabilistic models. I: Runoff volume." Water Resour. Res., 34(12), 3421-3431.
27. Guo, Y., and Baetz, B. W. (2007). "Sizing of rainwater storage units for green building applications." J. Hydrol. Eng., 12(2), 197-205.
28. Guo, Y., Hansen, D., and Li, C. (2009). "Probabilistic approach to estimating the effects of channel reaches on flood frequencies." Water Resour. Res., 45, W08404, 10.1029/2008WR007387.
29. Hilten, R. N., Lawrence, T. M., and Tollner, E. W. (2008). "Modeling storm water runoff from green roofs with HYDRUS-1D." J. Hydrol. (Amsterdam), 358(3-4), 288-293.
30. Howard, C. D. D. (1976). "Theory of storage and treatment-plant overflows." J. Environ. Eng. Div., 102(4), 709-722.
31. Hutchinson, D., Abrams, P., Retzlaff, R., and Liptan, T. (2003). "Stormwater monitoring two ecoroofs in Portland, Oregon, USA." Proc., Greening Rooftops for Sustainable Communities, The Cardinal Group, Toronto.
32. Kosareo, L., and Ries, R. (2007). "Comparative environmental life cycle assessment of green roofs." Build. Environ., 42(7), 2606-2613.
33. Mentens, J., Raes, D., and Hermy, M. (2006). "Green roofs as a tool for solving the rainwater runoff problem in the urbanised 21st century." Landscape Urban Plann., 77(3), 217-226.
34. Monterusso, M. A., Rowe, D. B., and Rugh, C. L. (2004). "Runoff water quantity and quality from green roof systems." Acta Hort. (ISHS), 639, 369-376.
35. Oberndorfer, E., et al. (2007). "Green roofs as urban ecosystems: Ecological structures, functions, and services." BioScience, 57(10), 823-833.
36. Palla, A., Gnecco, I., and Lanza, L. G. (2009). "Unsaturated 2D modelling of subsurface water flow in the coarse-grained porous matrix of a green roof." J. Hydrol. (Amsterdam), 379(1-2), 193-204.
37. Peck, S. W. (2005). "Toronto: A model for North American infrastructure development." Green roofs: Ecological design and construction, Earth Pledge, Schiffer, Atglen, PA, 127-129.
38. Rawls, W. J., Brakensiek, D. L., and Miller, N. (1983). "Green-Ampt infiltration parameters from soils data." J. Hydraul. Eng., 109(1), 62-70.
39. Restrepo-Posada, P. J., and Eagleson, P. S. (1982). "Identification of independent rainstorms." J. Hydrol. (Amsterdam), 55(1-4), 303-319.
40. Rossman, L. A. (2010). Storm water management model user's manual, Version 5.0, EPA/600/R-05/040, U.S. EPA, Cincinnati, OH.
41. She, N., and Pang, J. (2010). "Physically based green roof model." J. Hydrol. Eng., 15(6), 458-464.
42. Simmons, M. T., Gardiner, B., Windhager, S., and Tinsley, J. (2008). "Green roofs are not created equal: The hydrologic and thermal performance of six different extensive green roofs and reflective and nonreflective roofs in a sub-tropical climate." Urban Ecosyst., 11(4), 339-348.
43. United Nations. (2002).World urbanization prospects: The 2001 revision, New York.
44. Villarreal, E. L., and Bengtsson, L. (2005). "Response of a sedum greenroof to individual rain events." Ecol. Eng., 25(1), 1-7.
45. Voyde, E., Fassman, E., and Simcock, R. (2010a). "Hydrology of an extensive living roof under sub-tropical climate conditions in Auckland, New Zealand." J. Hydrol. (Amsterdam), 394(3-4), 384-395.
46. Voyde, E., Fassman, E., Simcock, R., and Wells, J. (2010b). "Quantifying evapotranspiration rates for New Zealand green roofs." J. Hydrol. Eng., 15(6), 395-403.
47. Western Regional Climate Center. (2011). 〈http://www.wrcc.dri.edu/htmlfiles/westevap.final.html〉 (Sep. 10, 2011).
48. Wolf, D., and Lundholm, J. T. (2008). "Water uptake in green roof microcosms: Effects of plant species and water availability." Ecol. Eng., 33(2), 179-186.
49. Wong, N. H., Chen, Y., Ong, C. L., and Sia, A. (2003). "Investigation of thermal benefits of rooftop garden in the tropical environment." Build. Environ., 38(2), 261-270.
50. Wong, N. H., Tan, P. Y., and Chen, Y. (2007). "Study of thermal performance of extensive rooftop greenery systems in the tropical climate." Build. Environ., 42(1), 25-54.
51. Wu, C. L., Chau, K. W., and Li, Y. S. (2009). "Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques." Water Resour. Res., 45, W08432, 10.1029/2007WR006737.
52. Zimmer, U., and Geiger, W. F. (1997). "Model for the design of multilayered infiltration systems." Water Sci. Technol., 36(8-9), 301-306.