journal article Dec 17, 2012

Spring drought prediction based on winter NAO and global SST in Portugal

Hydrological Processes Vol. 28 No. 3 pp. 1009-1024 · Wiley
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References
101
[1]
Agnew "Using the SPI to identify drought" Drought Network News (2000)
[2]
ASCE Task Committee on Application of Artificial Neural Networks in Hydrology "Artificial neural networks in hydrology. I. Preliminary concepts" Journal of Hydrology Engineering (2000) 10.1061/(asce)1084-0699(2000)5:2(115)
[3]
ASCE Task Committee on Application of Artificial Neural Networks in Hydrology "Artificial neural networks in hydrology. II. Hydrologic applications" Journal of Hydrology Engineering (2000) 10.1061/(asce)1084-0699(2000)5:2(124)
[4]
Bordi I Fraedrich K Petitta M Sutera A 2005 Methods for predicting drought occurrences Proceedings of the 6th International Conference of the European Water Resources Association
[5]
Input determination for neural network models in water resources applications. Part 1—background and methodology

Gavin J. Bowden, Graeme C. Dandy, Holger R. Maier

Journal of Hydrology 2005 10.1016/j.jhydrol.2004.06.021
[6]
Bras (1985)
[7]
Campolo "River flood forecasting with a neural network model" Water Resources Research (1999) 10.1029/1998wr900086
[8]
Cancelliere A Di Mauro G Bonaccorso B Rossi G 2005 Stochastic forecasting of Standardized Precipitation Index Proceedings of XXXI IAHR Congress Water Engineering for the future: Choice and Challenges
[9]
Cancelliere "Drought forecasting using the Standardized Precipitation Index" Water Resources Management (2007) 10.1007/s11269-006-9062-y
[10]
Cancelliere A Di Mauro G Bonaccorso B Rossi G 2007b Investigating the potential of NAO index to forecast droughts in Sicily
[11]
Cordery "A model for forecasting drought from teleconnections" Water Resources Research (2000) 10.1029/1999wr900318
[12]
Cordery "A model for forecasting drought from teleconnections" Water Resources Research (2000) 10.1029/1999wr900318
[13]
Craven MP Curtis KM Hayes-Gill BR 1996 Multiple channel crosstalk removal using limited connectivity neural networks 1104 1107 10.1109/icecs.1996.584614
[14]
Cullen "Impact of the North Atlantic Oscillation on Middle Eastern climate and streamflow" Climatic Change (2002) 10.1023/a:1020518305517
[15]
Cutore "Forecasting Palmer Index Using Neural Networks and Climatic Indexes" Journal of Hydrologic Engineering (2009) 10.1061/(asce)he.1943-5584.0000028
[16]
Dastorani "Application of artificial neural networks on drought prediction in Yazd (Central Iran)" DESERT (2011)
[17]
Dawdson "An artificial neural network approach to rainfall-runoff modeling" Journal of Hydrological Sciences (1998)
[18]
Dawson "An artificial neural network approach to precipitation-runoff modeling" Hydrological Sciences Journal (1998) 10.1080/02626669809492102
[19]
Demyanov "Neural network residual kriging application for climatic data" Journal of Geographic Information and Decision Analysis (1998)
[20]
Dettinger "Global characteristics of streamflow seasonality and variability" Journal of Hydrometeorology (2000) 10.1175/1525-7541(2000)001<0289:gcosfs>2.0.co;2
[21]
Di Mauro G Bonaccorso GB Cancelliere A Rossi G 2008 Use of NAO index to improve drought forecasting in the Mediterranean area: Application to Sicily region
[22]
Fernando "Selection of input variables for data driven models: An average shifted histogram partial mutual information estimator approach" Journal of Hydrology (2009) 10.1016/j.jhydrol.2008.10.019
[23]
Gámiz-Fortis "Quantifying the predictability of winter river flow in Iberia. Part I: Interannual predictability" Journal of Climate (2008) 10.1175/2007jcli1774.1
[24]
Gámiz-Fortis "Quantifying the predictability of winter river flow in Iberia. Part II: Seasonal predictability" Journal of Climate (2008) 10.1175/2007jcli1775.1
[25]
Gámiz-Fortis "Potential predictability of Iberian river flow based on its relationship with previous winter global SST" Journal of Hydrology (2010) 10.1016/j.jhydrol.2010.02.010
[26]
García-Herrera "The outstanding 2004/05 drought in the Iberian Peninsula: Associated atmospheric circulation" Journal of Hydrometeorology (2007) 10.1175/jhm578.1
[27]
Gutiérrez-Estrada "Monthly catch forecasting of anchovy Engraulis ringens in the north area of Chile: Non-linear univariate approach" Fisheries Research (2007) 10.1016/j.fishres.2007.06.004
[28]
Hoerling "The perfect ocean for drought" Science (2003) 10.1126/science.1079053
[29]
Hsu "Artificial neural network modeling of the precipitation-runoff process" Water Resources Research (1995) 10.1029/95wr01955
[30]
Hurrell "Decadal trends in North Atlantic Oscillation: Regional temperatures and precipitation" Science (1995) 10.1126/science.269.5224.676
[31]
Hurrell "Decadal variations in climate associated with the North Atlantic Oscillation" Climate Change (1997) 10.1023/a:1005314315270
[32]
Hurrell "The North Atlantic Oscillation" Science (2001) 10.1126/science.1058761
[33]
Hurrell JW Kushnir Y Ottersen G Visbeck M 2003 The North Atlantic Oscillation: Climatic significance and environmental impact 10.1029/gm134
[34]
Ionita "Prediction of spring Elbe discharge based on stable teleconnections with winter global temperature and precipitation" Journal of Climate (2008) 10.1175/2008jcli2248.1
[35]
Ionita M Lohmann G Rimbu N Chelcea S 2010 Interannual to decadal summer drought variability over Europe and its relationship with global sea surface temperature 10.1007/s00382-011-1028-y
[36]
Iyer "A method to determine the required number of neural-network training repetitions" IEEE Transactions on Neural Networks (1999) 10.1109/72.750573
[37]
Jain "Hybrid neural network models for hydrologic time series forecasting" Applied Soft Computing (2007) 10.1016/j.asoc.2006.03.002
[38]
Jamshidi H Arian A Rezaeian-Zadeh M 2011 Drought forecasting by Multilayer Perceptron network in Different climatological regions
[39]
Extension to the North Atlantic oscillation using early instrumental pressure observations from Gibraltar and south-west Iceland

P. D. Jones, T. Jonsson, D. Wheeler

International Journal of Climatology 1997 10.1002/(sici)1097-0088(19971115)17:13<1433::aid-joc203>3.0.co;2-p
[40]
Jones PD Osborn TJ Briffa KR 2003 Pressure-based measures of the North Atlantic oscillation (NAO): A comparison and an assessment of changes in the strength of the NAO and in its influence on surface climate parameters 10.1029/134gm03
[41]
Karabörk "The influences of the Southern and North Atlantic Oscillations on climatic variables in Turkey" Hydrological Processes (2005) 10.1002/hyp.5560
[42]
Neural Networks for River Flow Prediction

Nachimuthu Karunanithi, William J. Grenney, Darrell Whitley et al.

Journal of Computing in Civil Engineering 1994 10.1061/(asce)0887-3801(1994)8:2(201)
[43]
Kim "Nonlinear Model for Drought Forecasting Based on a Conjunction of Wavelet Transforms and Neural Networks" Journal of Hydrologic Engineering (2003) 10.1061/(asce)1084-0699(2003)8:6(319)
[44]
Kitanidis "Real time forecasting with a conceptual hydrological model. 2. Applications and results" Water Resources Research (1980) 10.1029/wr016i006p01034
[45]
Kurnik B 2009 DESERT Action JRC, Drought forecasting methods
[46]
Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation

David R. Legates, Gregory J. McCabe

Water Resources Research 1999 10.1029/1998wr900018
[47]
Lloyd-Hughes B 2002 The long range predictability of European drought
[48]
López-Moreno "Extreme phases of the wintertime North Atlantic Oscillation and drought occurrence over Europe: a multi-temporal-scale approach" Journal of Climate (2008) 10.1175/2007jcli1739.1
[49]
López-Moreno "The influence of the NAO on water resources in central Iberia: Precipitation, streamflow anomalies and reservoir management strategies" Water Resources Research (2007) 10.1029/2007wr005864
[50]
Lorenzo "Predictability of the spring rainfall in Northwestern Iberian Peninsula from sea surfaces temperature of ENSO areas" Journal of Climatic Change (2010)

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Published
Dec 17, 2012
Vol/Issue
28(3)
Pages
1009-1024
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João Filipe Santos, Maria Manuela Portela, Inmaculada Pulido-Calvo (2012). Spring drought prediction based on winter NAO and global SST in Portugal. Hydrological Processes, 28(3), 1009-1024. https://doi.org/10.1002/hyp.9641