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Volumn 100, Issue 3, 2010, Pages 413-421

Temporal downscaling: A comparison between artificial neural network and autocorrelation techniques over the Amazon Basin in present and future climate change scenarios

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CLIMATE CHANGE; CLIMATE MODELING; DOWNSCALING; GLOBAL CLIMATE; PRECIPITATION (CLIMATOLOGY); TWENTIETH CENTURY; WEATHER FORECASTING;

EID: 77951768129     PISSN: 0177798X     EISSN: 14344483     Source Type: Journal    
DOI: 10.1007/s00704-009-0193-y     Document Type: Article
Times cited : (58)

References (21)
  • 1
    • 33744770022 scopus 로고    scopus 로고
    • Projection of future climate change conditions using IPCC simulations, neural networks and bayesian statistics. Part 1. Temperature mean state and seasonal cycle in South America
    • Boulanger JP, Martinez F, Segura EC (2006) Projection of future climate change conditions using IPCC simulations, neural networks and bayesian statistics. Part 1. Temperature mean state and seasonal cycle in South America. Clim Dyn 27: 233-259.
    • (2006) Clim Dyn , vol.27 , pp. 233-259
    • Boulanger, J.P.1    Martinez, F.2    Segura, E.C.3
  • 2
    • 33845452718 scopus 로고    scopus 로고
    • Projection of future climate change conditions using IPCC simulations, neural networks and Bayesian statistics. Part 2: Precipitation mean state and seasonal cycle in South America
    • Boulanger JP, Martinez F, Segura EC (2007) Projection of future climate change conditions using IPCC simulations, neural networks and Bayesian statistics. Part 2: precipitation mean state and seasonal cycle in South America. Clim Dyn 2: 255-271.
    • (2007) Clim Dyn , vol.2 , pp. 255-271
    • Boulanger, J.P.1    Martinez, F.2    Segura, E.C.3
  • 3
    • 0032875821 scopus 로고    scopus 로고
    • Large-scale circulation anomalies conducive to extreme precipitation events and derivation of daily rainfall in Northeastern Mexico and Southeastern Texas
    • Cavazos T (1999) Large-scale circulation anomalies conducive to extreme precipitation events and derivation of daily rainfall in Northeastern Mexico and Southeastern Texas. J Climate 12: 1506-1523.
    • (1999) J Climate , vol.12 , pp. 1506-1523
    • Cavazos, T.1
  • 4
    • 33947268823 scopus 로고    scopus 로고
    • Evaluating the performance and utility of regional climate models: The PRUDENCE project
    • doi:10.1007/s10584-006-9211-6
    • Christensen JH, Carter TR, Rummukainen M, Amanatidis G (2007) Evaluating the performance and utility of regional climate models: the PRUDENCE project. Clim Change 81: 1-6. doi: 10. 1007/s10584-006-9211-6.
    • (2007) Clim Change , vol.81 , pp. 1-6
    • Christensen, J.H.1    Carter, T.R.2    Rummukainen, M.3    Amanatidis, G.4
  • 5
    • 33645989739 scopus 로고    scopus 로고
    • Temporal neural network for downscaling climate variability and extremes
    • doi:10.1016/j.neunet.2006.01.003
    • Dibike YB, Coulibaly P (2006) Temporal neural network for downscaling climate variability and extremes. Neural Network 19: 135-144. doi: 10. 1016/j. neunet. 2006. 01. 003.
    • (2006) Neural Network , vol.19 , pp. 135-144
    • Dibike, Y.B.1    Coulibaly, P.2
  • 6
    • 33645838405 scopus 로고    scopus 로고
    • Projected changes in mean and extreme precipitation over the Mediterranean region from a high resolution double nested RCM simulation
    • doi:10.1029/2005GL024954
    • Gao X, Pal JS, Giorgi F (2006) Projected changes in mean and extreme precipitation over the Mediterranean region from a high resolution double nested RCM simulation. Geophys Res Lett 33: L03706. doi: 10. 1029/2005GL024954.
    • (2006) Geophys Res Lett , vol.33
    • Gao, X.1    Pal, J.S.2    Giorgi, F.3
  • 7
    • 0000619755 scopus 로고
    • Simulation of regional climate using a limited area model in a general circulation model
    • Giorgi F (1990) Simulation of regional climate using a limited area model in a general circulation model. J Clim 3: 941-963.
    • (1990) J Clim , vol.3 , pp. 941-963
    • Giorgi, F.1
  • 8
    • 3142562529 scopus 로고    scopus 로고
    • Mean interannual variability and trends in a regional climate change experiment over Europe. Part I: Present day climate (1961-1990)
    • Giorgi F, Bi X, Pal JS (2004) Mean interannual variability and trends in a regional climate change experiment over Europe. Part I: present day climate (1961-1990). Clim Dyn 22: 733-756.
    • (2004) Clim Dyn , vol.22 , pp. 733-756
    • Giorgi, F.1    Bi, X.2    Pal, J.S.3
  • 9
    • 0027042223 scopus 로고
    • Large-scale atmospheric controls on local precipitation intropical Mexico
    • Hewitson BC, Crane RG (1992) Large-scale atmospheric controls on local precipitation intropical Mexico. Geophys Res Lett 19: 1835-1838.
    • (1992) Geophys Res Lett , vol.19 , pp. 1835-1838
    • Hewitson, B.C.1    Crane, R.G.2
  • 11
    • 0031870946 scopus 로고    scopus 로고
    • A comparison of statistical and model-based downscaling techniques for estimating local climate variations
    • Kidson JW, Thompson CS (1998) A comparison of statistical and model-based downscaling techniques for estimating local climate variations. J Clim 11: 735-753.
    • (1998) J Clim , vol.11 , pp. 735-753
    • Kidson, J.W.1    Thompson, C.S.2
  • 12
    • 77951764733 scopus 로고    scopus 로고
    • Use of regional climate models in impacts assessments and adaptations studies from continental to regional and local scales: The CREAS (Regional Climate Change Scenarios for South America) initiative in South America
    • Brazil, April 24-28, 2006
    • Marengo J, Ambrizzi T (2006) Use of regional climate models in impacts assessments and adaptations studies from continental to regional and local scales: The CREAS (Regional Climate Change Scenarios for South America) initiative in South America. Proceedings of 8 ICSHMO, Foz do Iguaçu, Brazil, April 24-28, 2006, pp 291-296.
    • (2006) Proceedings of 8 ICSHMO, Foz do Iguaçu , pp. 291-296
    • Marengo, J.1    Ambrizzi, T.2
  • 17
    • 0037927509 scopus 로고    scopus 로고
    • Comparison of various precipitation downscaling methods for the simulation of streamflow in a Rainshadow River Basin
    • Salathe EP (2003) Comparison of various precipitation downscaling methods for the simulation of streamflow in a Rainshadow River Basin. Int J Climatol 23: 887-901.
    • (2003) Int J Climatol , vol.23 , pp. 887-901
    • Salathe, E.P.1
  • 18
    • 0344172178 scopus 로고    scopus 로고
    • Local estimates of global climate changes: A statistical downscaling approach
    • Solman AS, Nuñez MN (1999) Local estimates of global climate changes: a statistical downscaling approach. Int J Climatol 19: 835-861.
    • (1999) Int J Climatol , vol.19 , pp. 835-861
    • Solman, A.S.1    Nuñez, M.N.2
  • 19
    • 0344038754 scopus 로고    scopus 로고
    • Linear versus nonlinear techniques in downscaling
    • Weichert A, Burger G (1998) Linear versus nonlinear techniques in downscaling. Clim Res 10: 83-93.
    • (1998) Clim Res , vol.10 , pp. 83-93
    • Weichert, A.1    Burger, G.2
  • 20
    • 0038128552 scopus 로고    scopus 로고
    • Statistical precipitation downscaling over the Northwestern United States using numerically simulated precipitation as a predictor
    • Widmann M, Bretherto CS, Salathe EP (2003) Statistical precipitation downscaling over the Northwestern United States using numerically simulated precipitation as a predictor. J Climate 16: 799-816.
    • (2003) J Climate , vol.16 , pp. 799-816
    • Widmann, M.1    Bretherto, C.S.2    Salathe, E.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.