Rainwater harvesting (RWH) systems are effective in alleviating water supply shortages, while green roofs (GRs) can contribute to stormwater management, air quality improvement, thermal regulation of buildings, and biodiversity support. Despite their individual benefits, both systems are not frequently combined. This paper investigates the potential for integrating these systems through a hydrologic modeling and optimization approach, using a case study in Paris, France. The study utilized a Conceptual Interflow model (CI-model) coupled with a Water Balance (WB) model to describe the rainfall-runoff relationship of integrated green roof and rainwater harvesting (GR-RWH) systems. An NSGA-II optimization was then applied to the CI-WB model to determine the optimal tank sizing of GR-RWH systems for meeting different water demands. The results show that GR-RWH systems have water reliability (WR) values similar to those of traditional RWH systems without GR, albeit with larger tank volumes. For new buildings in Paris, a GR-RWH system with approximately 25 to 75% GR coverage meets rainwater utilization needs with low investment while also providing the added benefits of GRs.
机构:
KWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Cirkel, Dirk Gijsbert
;
Voortman, Bernard R.
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Moisture Matters, Von Weberstr 6, NL-3533 ED Utrecht, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Voortman, Bernard R.
;
van Veen, Thijs
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Univ Utrecht, Heidelberglaan 8, NL-3584 CS Utrecht, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
van Veen, Thijs
;
Bartholomeus, Ruud P.
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KWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Wageningen Univ, Soil Phys & Land Management Grp, Droevendaalsesteeg 4, NL-6708 PB Wageningen, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
机构:
Calif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USACalif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USA
Dallman, Suzanne
;
Chaudhry, Anita M.
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Calif State Univ Chico, Dept Econ, Chico, CA 95929 USACalif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USA
Chaudhry, Anita M.
;
Muleta, Misgana K.
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Calif Polytech State Univ San Luis Obispo, Dept Civil & Environm Engn, San Luis Obispo, CA 93407 USACalif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USA
机构:
HAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Manchester Metropolitan Univ, Sch Sci & Environm, Chester St, Manchester M1 5GD, Lancs, EnglandHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Filho, Walter Leal
;
Icaza, Leyre Echevarria
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机构:
Delft Univ Technol, Fac Architecture & Built Environm, Julianalaan 134, NL-2628 BL Delft, NetherlandsHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Icaza, Leyre Echevarria
;
Emanche, Victoria Omeche
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HAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, GermanyHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Emanche, Victoria Omeche
;
Al-Amin, Abul Quasem
论文数: 0引用数: 0
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机构:
Univ Tenaga Nas, IEPRe, Kajang 43000, MalaysiaHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
机构:
KWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Cirkel, Dirk Gijsbert
;
Voortman, Bernard R.
论文数: 0引用数: 0
h-index: 0
机构:
Moisture Matters, Von Weberstr 6, NL-3533 ED Utrecht, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Voortman, Bernard R.
;
van Veen, Thijs
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utrecht, Heidelberglaan 8, NL-3584 CS Utrecht, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
van Veen, Thijs
;
Bartholomeus, Ruud P.
论文数: 0引用数: 0
h-index: 0
机构:
KWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Wageningen Univ, Soil Phys & Land Management Grp, Droevendaalsesteeg 4, NL-6708 PB Wageningen, NetherlandsKWR Watercycle Res Inst, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
机构:
Calif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USACalif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USA
Dallman, Suzanne
;
Chaudhry, Anita M.
论文数: 0引用数: 0
h-index: 0
机构:
Calif State Univ Chico, Dept Econ, Chico, CA 95929 USACalif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USA
Chaudhry, Anita M.
;
Muleta, Misgana K.
论文数: 0引用数: 0
h-index: 0
机构:
Calif Polytech State Univ San Luis Obispo, Dept Civil & Environm Engn, San Luis Obispo, CA 93407 USACalif State Univ Long Beach, Dept Geog, 1250 Bellflower Blvd, Long Beach, CA 90840 USA
机构:
HAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Manchester Metropolitan Univ, Sch Sci & Environm, Chester St, Manchester M1 5GD, Lancs, EnglandHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Filho, Walter Leal
;
Icaza, Leyre Echevarria
论文数: 0引用数: 0
h-index: 0
机构:
Delft Univ Technol, Fac Architecture & Built Environm, Julianalaan 134, NL-2628 BL Delft, NetherlandsHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Icaza, Leyre Echevarria
;
Emanche, Victoria Omeche
论文数: 0引用数: 0
h-index: 0
机构:
HAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, GermanyHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany
Emanche, Victoria Omeche
;
Al-Amin, Abul Quasem
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, IEPRe, Kajang 43000, MalaysiaHAW Hamburg, Fac Life Sci, Res & Transfer Ctr Sustainable Dev & Climate Chan, Ulmenliet 20, D-21033 Hamburg, Germany