Water Yield Modelling, Sensitivity Analysis and Validation: A Study for Portugal
被引:10
作者:
Almeida, Bruna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, PortugalUniv Nova Lisboa, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
Almeida, Bruna
[1
]
Cabral, Pedro
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, PortugalUniv Nova Lisboa, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
Cabral, Pedro
[1
]
机构:
[1] Univ Nova Lisboa, NOVA Informat Management Sch NOVA IMS, P-1070312 Lisbon, Portugal
water yield;
model validation;
natural capital;
drought regulation;
land use and land cover;
ECOSYSTEM SERVICES;
INVEST MODEL;
1ST STEP;
LAND-USE;
CLIMATE;
IMPACT;
BIODIVERSITY;
SUPPORT;
BASIN;
D O I:
10.3390/ijgi10080494
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
The spatially explicit assessment of freshwater is key to introduce the ecosystem services (ES) concept into decision-making processes. Many tools are being developed to model water balance and to analyze the effects of meteorological conditions on water ES behaviors at multiple spatial scales. The current study uses the InVEST Annual Water Yield Model (WYM) to assess water availability in watersheds of the mainland of Portugal. The methodology included sensitivity analysis to test different parameters of the model and validation using the European Environment Agency (EEA) database on the quantity of Europe's water resources. To evaluate the models' sensitivity, Pearson's correlation coefficients and statistical methods were calculated for each simulation. Results at the national level show a correlation coefficient of 0.803 with statistical significance for 0.01 one-tail. Water yield was underestimated by 56.5 mm/ha/year in the North of the country and overestimated by 58.1 mm/ha/year in the South. This difference was explained through the spatial-temporal assessment of the main climatic variables used as input. This study contributes to a methodology to assess the level of confidence in the WYM outputs and can be used to support the trustworthiness of water availability studies, using open-access data and software.
引用
收藏
页数:17
相关论文
共 47 条
[1]
Abreu Lopes H., 2020, CLIM CHANG AUDIT J
[2]
Addams L., 2009, CHARTING OUR WATER F, V21, P2030
[3]
Allen R.G., 1998, Journal of Hydrology, pD05109
[4]
[Anonymous], 2018, The global risks report 2017
机构:
Univ Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Univ Brest, UMR AMURE, Ctr Droit & Econ Mer, IUEM, 12rue Kergoat,CS 93837, F-29238 Brest 3, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Cabral, Pedro
Feger, Clement
论文数: 0引用数: 0
h-index: 0
机构:
Museum Natl Hist Nat, UMR CESCO 7204, Paris, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Feger, Clement
Levrel, Harold
论文数: 0引用数: 0
h-index: 0
机构:
AgroParisTech, CIRED, 45bis Ave Belle Gabrielle, F-94736 Nogent Sur Marne, France
IFREMER, UMR M101, AMURE, Unite Econ Maritime, BP 70, F-29280 Plouzane, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Levrel, Harold
Chambolle, Melodie
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Rech Suez Environm Lyonnaise Eaux Bordeaux, LyRE, Bordeaux, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Chambolle, Melodie
Basque, Damien
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Rech Suez Environm Lyonnaise Eaux Bordeaux, LyRE, Bordeaux, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
机构:
Univ Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Cardinale, Bradley J.
Duffy, J. Emmett
论文数: 0引用数: 0
h-index: 0
机构:
Coll William & Mary, Virginia Inst Marine Sci, Gloucester Point, VA 23062 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Duffy, J. Emmett
Gonzalez, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
McGill Univ, Dept Biol, Montreal, PQ H3A 1B1, CanadaUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Gonzalez, Andrew
Hooper, David U.
论文数: 0引用数: 0
h-index: 0
机构:
Western Washington Univ, Dept Biol, Bellingham, WA 98225 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Hooper, David U.
Perrings, Charles
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Perrings, Charles
Venail, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Venail, Patrick
论文数: 引用数:
h-index:
机构:
Narwani, Anita
Mace, Georgina M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, Ctr Populat Biol, Ascot SL5 7PY, Berks, EnglandUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Mace, Georgina M.
Tilman, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Dept Ecol Evolut & Behav, St Paul, MN 55108 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Tilman, David
Wardle, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Univ Agr Sci, Dept Forest Ecol & Management, S-90183 Umea, SwedenUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Wardle, David A.
Kinzig, Ann P.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Kinzig, Ann P.
Daily, Gretchen C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Biol, Stanford, CA 94305 USA
Stanford Univ, Woods Inst, Stanford, CA 94305 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Daily, Gretchen C.
Loreau, Michel
论文数: 0引用数: 0
h-index: 0
机构:
CNRS, Stn Ecol Expt, F-09200 Moulis, FranceUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Loreau, Michel
Grace, James B.
论文数: 0引用数: 0
h-index: 0
机构:
US Geol Survey, Natl Wetlands Res Ctr, Lafayette, LA 70506 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Grace, James B.
Larigauderie, Anne
论文数: 0引用数: 0
h-index: 0
机构:
Museum Natl Hist Nat, F-75231 Paris 05, FranceUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Larigauderie, Anne
Srivastava, Diane S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Zool, Vancouver, BC V6T 1Z4, CanadaUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
机构:
Univ Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Univ Brest, UMR AMURE, Ctr Droit & Econ Mer, IUEM, 12rue Kergoat,CS 93837, F-29238 Brest 3, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Cabral, Pedro
Feger, Clement
论文数: 0引用数: 0
h-index: 0
机构:
Museum Natl Hist Nat, UMR CESCO 7204, Paris, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Feger, Clement
Levrel, Harold
论文数: 0引用数: 0
h-index: 0
机构:
AgroParisTech, CIRED, 45bis Ave Belle Gabrielle, F-94736 Nogent Sur Marne, France
IFREMER, UMR M101, AMURE, Unite Econ Maritime, BP 70, F-29280 Plouzane, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Levrel, Harold
Chambolle, Melodie
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Rech Suez Environm Lyonnaise Eaux Bordeaux, LyRE, Bordeaux, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
Chambolle, Melodie
Basque, Damien
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Rech Suez Environm Lyonnaise Eaux Bordeaux, LyRE, Bordeaux, FranceUniv Nova Lisboa, NOVA IMS, P-1070312 Lisbon, Portugal
机构:
Univ Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Cardinale, Bradley J.
Duffy, J. Emmett
论文数: 0引用数: 0
h-index: 0
机构:
Coll William & Mary, Virginia Inst Marine Sci, Gloucester Point, VA 23062 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Duffy, J. Emmett
Gonzalez, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
McGill Univ, Dept Biol, Montreal, PQ H3A 1B1, CanadaUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Gonzalez, Andrew
Hooper, David U.
论文数: 0引用数: 0
h-index: 0
机构:
Western Washington Univ, Dept Biol, Bellingham, WA 98225 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Hooper, David U.
Perrings, Charles
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Perrings, Charles
Venail, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Venail, Patrick
论文数: 引用数:
h-index:
机构:
Narwani, Anita
Mace, Georgina M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, Ctr Populat Biol, Ascot SL5 7PY, Berks, EnglandUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Mace, Georgina M.
Tilman, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Dept Ecol Evolut & Behav, St Paul, MN 55108 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Tilman, David
Wardle, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Univ Agr Sci, Dept Forest Ecol & Management, S-90183 Umea, SwedenUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Wardle, David A.
Kinzig, Ann P.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Kinzig, Ann P.
Daily, Gretchen C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Biol, Stanford, CA 94305 USA
Stanford Univ, Woods Inst, Stanford, CA 94305 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Daily, Gretchen C.
Loreau, Michel
论文数: 0引用数: 0
h-index: 0
机构:
CNRS, Stn Ecol Expt, F-09200 Moulis, FranceUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Loreau, Michel
Grace, James B.
论文数: 0引用数: 0
h-index: 0
机构:
US Geol Survey, Natl Wetlands Res Ctr, Lafayette, LA 70506 USAUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Grace, James B.
Larigauderie, Anne
论文数: 0引用数: 0
h-index: 0
机构:
Museum Natl Hist Nat, F-75231 Paris 05, FranceUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA
Larigauderie, Anne
Srivastava, Diane S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Zool, Vancouver, BC V6T 1Z4, CanadaUniv Michigan, Sch Nat Resources & Environm, Ann Arbor, MI 48109 USA