-
1
-
-
40149110190
-
Stochastic simulation of the severity of hydrological drought
-
Abebe A, Foerch G (2008) Stochastic simulation of the severity of hydrological drought. Water Environ J 22(1):2–10
-
(2008)
Water Environ J
, vol.22
, Issue.1
, pp. 2-10
-
-
Abebe, A.1
Foerch, G.2
-
2
-
-
84872801810
-
Improvement in forecasting accuracy using the hybrid model of ARFIMA and feed forward neural network
-
Aladag CH, Egrioglu E, Kadilar C (2012) Improvement in forecasting accuracy using the hybrid model of ARFIMA and feed forward neural network. Am J Intell Syst 2(2):12–17
-
(2012)
Am J Intell Syst
, vol.2
, Issue.2
, pp. 12-17
-
-
Aladag, C.H.1
Egrioglu, E.2
Kadilar, C.3
-
3
-
-
1442291113
-
Impact of the length of observed records on the performance of ANN and of conceptual parsimonious rainfall-runoff forecasting models
-
Anctil F, Perrin C, Andreassian V (2004) Impact of the length of observed records on the performance of ANN and of conceptual parsimonious rainfall-runoff forecasting models. Environ Modell Softw 19(4):357–368
-
(2004)
Environ Modell Softw
, vol.19
, Issue.4
, pp. 357-368
-
-
Anctil, F.1
Perrin, C.2
Andreassian, V.3
-
4
-
-
0000133998
-
An analysis of transformations
-
Box GE, Cox DR (1964) An analysis of transformations. J R Stat Soc B Met 26:211–252
-
(1964)
J R Stat Soc B Met
, vol.26
, pp. 211-252
-
-
Box, G.E.1
Cox, D.R.2
-
6
-
-
84945595789
-
Distribution of residual autocorrelations in autoregressive-integrated moving average time series models
-
Box GE, Pierce DA (1970) Distribution of residual autocorrelations in autoregressive-integrated moving average time series models. J Am Stat Assoc 65(332):1509–1526
-
(1970)
J Am Stat Assoc
, vol.65
, Issue.332
, pp. 1509-1526
-
-
Box, G.E.1
Pierce, D.A.2
-
7
-
-
79952008750
-
Using a rainfall Stochastic generator to detect trends in extreme rainfall
-
Cantet P, Bacro JN, Arnaud P (2011) Using a rainfall Stochastic generator to detect trends in extreme rainfall. Stoch Environ Res Risk A 25(3):429–441
-
(2011)
Stoch Environ Res Risk A
, vol.25
, Issue.3
, pp. 429-441
-
-
Cantet, P.1
Bacro, J.N.2
Arnaud, P.3
-
8
-
-
0034621379
-
Daily reservoir inflow forecasting using artificial neural networks with stopped training approach
-
Coulibaly P, Anctil F, Bobee B (2000) Daily reservoir inflow forecasting using artificial neural networks with stopped training approach. J Hydrol 230(3):244–257
-
(2000)
J Hydrol
, vol.230
, Issue.3
, pp. 244-257
-
-
Coulibaly, P.1
Anctil, F.2
Bobee, B.3
-
10
-
-
33845971941
-
Flood prediction using time series data mining
-
Damle C, Yalcin A (2007) Flood prediction using time series data mining. J Hydrol 333(2):305–316
-
(2007)
J Hydrol
, vol.333
, Issue.2
, pp. 305-316
-
-
Damle, C.1
Yalcin, A.2
-
11
-
-
78650075506
-
Application of linear stochastic models for drought forecasting in the Büyük Menderes river basin, western Turkey
-
Durdu ÖF (2010) Application of linear stochastic models for drought forecasting in the Büyük Menderes river basin, western Turkey. Stoch Environ Res Risk A 24(8):1145–1162
-
(2010)
Stoch Environ Res Risk A
, vol.24
, Issue.8
, pp. 1145-1162
-
-
Durdu, Ö.F.1
-
12
-
-
77950516820
-
A hybrid neural network and SARIMA model for water quality time series prediction
-
Faruk DO (2010) A hybrid neural network and SARIMA model for water quality time series prediction. Eng Appl Artif Intell 23(4):586–594
-
(2010)
Eng Appl Artif Intell
, vol.23
, Issue.4
, pp. 586-594
-
-
Faruk, D.O.1
-
13
-
-
84877022172
-
Comparison of artificial neural networks and stochastic models in river discharge forecasting, Case study, Ghara-Aghaj river, Fars Province, Iran
-
Fereydooni M, Rahnemaei M, Babazadeh H, Sedghi H, Elhami MR (2012) Comparison of artificial neural networks and stochastic models in river discharge forecasting, Case study, Ghara-Aghaj river, Fars Province, Iran. Afr J Agric Res 7(40):5446–5458
-
(2012)
Afr J Agric Res
, vol.7
, Issue.40
, pp. 5446-5458
-
-
Fereydooni, M.1
Rahnemaei, M.2
Babazadeh, H.3
Sedghi, H.4
Elhami, M.R.5
-
14
-
-
38849167375
-
Comparison of artificial intelligence techniques for river flow forecasting
-
Firat M (2008) Comparison of artificial intelligence techniques for river flow forecasting. Hydrol Earth Syst Sci 12(1):123–139
-
(2008)
Hydrol Earth Syst Sci
, vol.12
, Issue.1
, pp. 123-139
-
-
Firat, M.1
-
15
-
-
77954386440
-
Monthly total sediment forecasting using adaptive neuro fuzzy inference system
-
Firat M, Güngör M (2010) Monthly total sediment forecasting using adaptive neuro fuzzy inference system. Stoch Environ Res Risk A 24(2):259–270
-
(2010)
Stoch Environ Res Risk A
, vol.24
, Issue.2
, pp. 259-270
-
-
Firat, M.1
Güngör, M.2
-
16
-
-
85032167616
-
Simulation of seasonal precipitation using ANN and SARIMA models, a case study of (Iran) Khozestan
-
Golabi MR, Radmanesh F, Akhondali AM, Kashefipoor M (2013) Simulation of seasonal precipitation using ANN and SARIMA models, a case study of (Iran) Khozestan. Elixir Comput Sci Eng 55:13039–13046
-
(2013)
Elixir Comput Sci Eng
, vol.55
, pp. 13039-13046
-
-
Golabi, M.R.1
Radmanesh, F.2
Akhondali, A.M.3
Kashefipoor, M.4
-
17
-
-
84871493586
-
Spectral analysis of vehicle pollutants at traffic intersection in Hong Kong
-
He HD, Lu WZ (2012) Spectral analysis of vehicle pollutants at traffic intersection in Hong Kong. Stoch Environ Res Risk A 26(8):1053–1061
-
(2012)
Stoch Environ Res Risk A
, vol.26
, Issue.8
, pp. 1053-1061
-
-
He, H.D.1
Lu, W.Z.2
-
18
-
-
0017505556
-
Advances in Box-Jenkins modeling, 1, model construction
-
Hipel KW, McLeod AI, Lennox WC (1977) Advances in Box-Jenkins modeling, 1, model construction. Water Resour Res 13(3):567–575
-
(1977)
Water Resour Res
, vol.13
, Issue.3
, pp. 567-575
-
-
Hipel, K.W.1
McLeod, A.I.2
Lennox, W.C.3
-
19
-
-
0021639934
-
A nonparametric trend test for seasonal data with serial dependence
-
Hirsch RM, Slack JR (1984) A nonparametric trend test for seasonal data with serial dependence. Water Resour Res 20:727–732
-
(1984)
Water Resour Res
, vol.20
, pp. 727-732
-
-
Hirsch, R.M.1
Slack, J.R.2
-
21
-
-
0033197895
-
Application of ANN for reservoir inflow prediction and operation
-
Jain SK, Das A, Srivastava DK (1999) Application of ANN for reservoir inflow prediction and operation. J Water Res Plan ASCE 125(5):263–271
-
(1999)
J Water Res Plan ASCE
, vol.125
, Issue.5
, pp. 263-271
-
-
Jain, S.K.1
Das, A.2
Srivastava, D.K.3
-
22
-
-
35548931351
-
Efficient tests for normality, homoscedasticity and serial independence of regression residuals
-
Jarque CM, Bera AK (1980) Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Econ Lett 6(3):255–259
-
(1980)
Econ Lett
, vol.6
, Issue.3
, pp. 255-259
-
-
Jarque, C.M.1
Bera, A.K.2
-
23
-
-
84902550714
-
An estimation model for determining the annual energy cost budget in educational facilities using SARIMA (seasonal autoregressive integrated moving average) and ANN (artificial neural network)
-
Jeong K, Koo C, Hong T (2014) An estimation model for determining the annual energy cost budget in educational facilities using SARIMA (seasonal autoregressive integrated moving average) and ANN (artificial neural network). Energy 71:71–79
-
(2014)
Energy
, vol.71
, pp. 71-79
-
-
Jeong, K.1
Koo, C.2
Hong, T.3
-
24
-
-
70349453596
-
An artificial neural network (p, d, q) model for time series forecasting
-
Khashei M, Bijari M (2010) An artificial neural network (p, d, q) model for time series forecasting. Expert Syst Appl 37(1):479–489
-
(2010)
Expert Syst Appl
, vol.37
, Issue.1
, pp. 479-489
-
-
Khashei, M.1
Bijari, M.2
-
25
-
-
84897661948
-
Inter-comparison of time series models of lake levels predicted by several modeling strategies
-
Khatibi R, Ghorbani MA, Naghipour L, Jothiprakash V, Fathima TA, Fazelifard MH (2014) Inter-comparison of time series models of lake levels predicted by several modeling strategies. J Hydrol 511:530–545
-
(2014)
J Hydrol
, vol.511
, pp. 530-545
-
-
Khatibi, R.1
Ghorbani, M.A.2
Naghipour, L.3
Jothiprakash, V.4
Fathima, T.A.5
Fazelifard, M.H.6
-
26
-
-
1642497522
-
River flow modeling using artificial neural networks
-
Kisi Ö (2004) River flow modeling using artificial neural networks. J Hydrol Eng 9(1):60–63
-
(2004)
J Hydrol Eng
, vol.9
, Issue.1
, pp. 60-63
-
-
Kisi, Ö.1
-
28
-
-
34548425056
-
Comparison of different ANN techniques in river flow prediction
-
Kisi O, Cigizoglu HK (2007) Comparison of different ANN techniques in river flow prediction. Civ Eng Environ Sys 24(3):211–231
-
(2007)
Civ Eng Environ Sys
, vol.24
, Issue.3
, pp. 211-231
-
-
Kisi, O.1
Cigizoglu, H.K.2
-
29
-
-
67650333848
-
Predicting fuelwood prices in Greece with the use of SARIMA models, artificial neural networks and a hybrid SARIMA–ANN model
-
Koutroumanidis T, Loannou K, Arabatzis G (2009) Predicting fuelwood prices in Greece with the use of SARIMA models, artificial neural networks and a hybrid SARIMA–ANN model. Energy Policy 37(9):3627–3634
-
(2009)
Energy Policy
, vol.37
, Issue.9
, pp. 3627-3634
-
-
Koutroumanidis, T.1
Loannou, K.2
Arabatzis, G.3
-
30
-
-
0000873069
-
A method for the solution of certain non-linear problems in least squares
-
Levenberg K (1944) A method for the solution of certain non-linear problems in least squares. Quart Appl Math 2:164–168
-
(1944)
Quart Appl Math
, vol.2
, pp. 164-168
-
-
Levenberg, K.1
-
31
-
-
84861349303
-
Forecast combination in industrial series: a comparison between individual forecasts and its combinations with and without correlated errors
-
Martins VLM, Werner L (2012) Forecast combination in industrial series: a comparison between individual forecasts and its combinations with and without correlated errors. Expert Syst Appl 39(13):11479–11486
-
(2012)
Expert Syst Appl
, vol.39
, Issue.13
, pp. 11479-11486
-
-
Martins, V.L.M.1
Werner, L.2
-
32
-
-
0000723823
-
On the distribution of residual autocorrelations in Box-Jenkins models
-
McLeod A (1978) On the distribution of residual autocorrelations in Box-Jenkins models. J R Stat Soc B Met 40(3):296–302
-
(1978)
J R Stat Soc B Met
, vol.40
, Issue.3
, pp. 296-302
-
-
McLeod, A.1
-
33
-
-
73949113911
-
Comparison of regression, SARIMA and ANN models for reservoir inflow forecasting using snowmelt equivalent a case study of Karaj
-
Mohammadi K, Eslami HR, Dardashti SH (2005) Comparison of regression, SARIMA and ANN models for reservoir inflow forecasting using snowmelt equivalent a case study of Karaj. J Agric Sci Technol 7:17–30
-
(2005)
J Agric Sci Technol
, vol.7
, pp. 17-30
-
-
Mohammadi, K.1
Eslami, H.R.2
Dardashti, S.H.3
-
34
-
-
84977910684
-
Modeling and predicting the monthly rainfall in Tamil Nadu as a seasonal multivariate SARIMA process
-
Nirmala M, Sundaram SM (2010) Modeling and predicting the monthly rainfall in Tamil Nadu as a seasonal multivariate SARIMA process. Int J Comput Eng 1:103–111
-
(2010)
Int J Comput Eng
, vol.1
, pp. 103-111
-
-
Nirmala, M.1
Sundaram, S.M.2
-
35
-
-
79955025170
-
Two hybrid artificial intelligence approaches for modeling rainfall–runoff process
-
Nourani V, Kisi O, Komasi M (2011) Two hybrid artificial intelligence approaches for modeling rainfall–runoff process. J Hydrol 402(1):41–59
-
(2011)
J Hydrol
, vol.402
, Issue.1
, pp. 41-59
-
-
Nourani, V.1
Kisi, O.2
Komasi, M.3
-
36
-
-
84881499389
-
ANN hybrid model versus SARIMA and SARIMAX models of runoff coefficient
-
Pektas AO, Cigizoglu HK (2013) ANN hybrid model versus SARIMA and SARIMAX models of runoff coefficient. J Hydrol 500:21–36
-
(2013)
J Hydrol
, vol.500
, pp. 21-36
-
-
Pektas, A.O.1
Cigizoglu, H.K.2
-
38
-
-
84955327395
-
A novel three-step procedure to forecast the inspection volume transport
-
Ruiz-Aguilar J, Turias I, Jiménez-Come M (2015) A novel three-step procedure to forecast the inspection volume transport. Res C-Emerg 56:393–414
-
(2015)
Res C-Emerg
, vol.56
, pp. 393-414
-
-
Ruiz-Aguilar, J.1
Turias, I.2
Jiménez-Come, M.3
-
40
-
-
77955054936
-
Trend detection in hydrological time series by segment regression with application to Shiyang River Basin
-
Shao Q, Li Z, Xu Z (2010) Trend detection in hydrological time series by segment regression with application to Shiyang River Basin. Stoch Environ Res Risk A 24(2):221–233
-
(2010)
Stoch Environ Res Risk A
, vol.24
, Issue.2
, pp. 221-233
-
-
Shao, Q.1
Li, Z.2
Xu, Z.3
-
41
-
-
84903540755
-
Trends in extreme temperature indices in the Poyang Lake Basin, China
-
Tao H, Fraedrich K, Menz C, Zhai J (2014) Trends in extreme temperature indices in the Poyang Lake Basin, China. Stoch Environ Res Risk A 28(6):1543–1553
-
(2014)
Stoch Environ Res Risk A
, vol.28
, Issue.6
, pp. 1543-1553
-
-
Tao, H.1
Fraedrich, K.2
Menz, C.3
Zhai, J.4
-
42
-
-
84861328970
-
Seasonality of low flows and dominant processes in the Rhine River
-
Tongal H, Demirel MC, Booij MJ (2013) Seasonality of low flows and dominant processes in the Rhine River. Stoch Environ Res Risk A 27(2):489–503
-
(2013)
Stoch Environ Res Risk A
, vol.27
, Issue.2
, pp. 489-503
-
-
Tongal, H.1
Demirel, M.C.2
Booij, M.J.3
-
43
-
-
84922132187
-
Ability of Box-Jenkins models to estimate of reference potential evapotranspiration a case study, Mehrabad synoptic station, Tehran, Iran
-
Valipour M (2012) Ability of Box-Jenkins models to estimate of reference potential evapotranspiration a case study, Mehrabad synoptic station, Tehran, Iran. J Agric Vet Sci 1(5):1–11
-
(2012)
J Agric Vet Sci
, vol.1
, Issue.5
, pp. 1-11
-
-
Valipour, M.1
-
44
-
-
84922172050
-
Estimation of surface water supply index using snow water equivalent. Advances in agriculture
-
Valipour M (2013) Estimation of surface water supply index using snow water equivalent. Advances in agriculture. Sci Eng Res 3(1):587–602
-
(2013)
Sci Eng Res
, vol.3
, Issue.1
, pp. 587-602
-
-
Valipour, M.1
-
45
-
-
84936985967
-
Long-term runoff study using SARIMA and ARIMA models in the United States
-
Valipour M (2015) Long-term runoff study using SARIMA and ARIMA models in the United States. Meteorol Appl 22(3):592–598
-
(2015)
Meteorol Appl
, vol.22
, Issue.3
, pp. 592-598
-
-
Valipour, M.1
-
46
-
-
84965160300
-
Optimization of neural networks for precipitation analysis in a humid region to detect drought and wet year alarms
-
Valipour M (2016) Optimization of neural networks for precipitation analysis in a humid region to detect drought and wet year alarms. Meteorol Appl 23(1):91–100
-
(2016)
Meteorol Appl
, vol.23
, Issue.1
, pp. 91-100
-
-
Valipour, M.1
-
47
-
-
84871416150
-
Parameters estimate of autoregressive moving average and autoregressive integrated moving average models and compare their ability for inflow forecasting
-
Valipour M, Banihabib ME, Behbahani SM (2012a) Parameters estimate of autoregressive moving average and autoregressive integrated moving average models and compare their ability for inflow forecasting. J Math Stat 8(3):330–338
-
(2012)
J Math Stat
, vol.8
, Issue.3
, pp. 330-338
-
-
Valipour, M.1
Banihabib, M.E.2
Behbahani, S.M.3
-
48
-
-
84869052207
-
Monthly inflow forecasting using autoregressive artificial neural network
-
Valipour M, Banihabib ME, Behbahani SM (2012b) Monthly inflow forecasting using autoregressive artificial neural network. J Appl Sci 12(20):2139
-
(2012)
J Appl Sci
, vol.12
, Issue.20
, pp. 2139
-
-
Valipour, M.1
Banihabib, M.E.2
Behbahani, S.M.3
-
49
-
-
84870999624
-
Comparison of the ARMA, SARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir
-
Valipour M, Banihabib ME, Behbahani SMR (2013) Comparison of the ARMA, SARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir. J Hydrol 476:433–441
-
(2013)
J Hydrol
, vol.476
, pp. 433-441
-
-
Valipour, M.1
Banihabib, M.E.2
Behbahani, S.M.R.3
-
50
-
-
0037200134
-
Short-term inflow forecasting using an artificial neural network model
-
Xu ZX, Li JY (2002) Short-term inflow forecasting using an artificial neural network model. Hydrol Process 16(12):2423–2439
-
(2002)
Hydrol Process
, vol.16
, Issue.12
, pp. 2423-2439
-
-
Xu, Z.X.1
Li, J.Y.2
-
51
-
-
80755130684
-
Performances of stochastic approaches in generating low streamflow data for drought analysis
-
Yurekli K, Kurunc A (2005) Performances of stochastic approaches in generating low streamflow data for drought analysis. J Spat Hydrol 5(1):20–32
-
(2005)
J Spat Hydrol
, vol.5
, Issue.1
, pp. 20-32
-
-
Yurekli, K.1
Kurunc, A.2
-
52
-
-
13744260107
-
Application of linear stochastic models to monthly flow data of Kelkit Stream
-
Yurekli K, Kurunc A, Ozturk F (2005) Application of linear stochastic models to monthly flow data of Kelkit Stream. Ecol Model 183(1):67–75
-
(2005)
Ecol Model
, vol.183
, Issue.1
, pp. 67-75
-
-
Yurekli, K.1
Kurunc, A.2
Ozturk, F.3
-
53
-
-
0037243071
-
Time series forecasting using a hybrid ARIMA and neural network model
-
Zhang GP (2003) Time series forecasting using a hybrid ARIMA and neural network model. Neurocomputing 50:159–175
-
(2003)
Neurocomputing
, vol.50
, pp. 159-175
-
-
Zhang, G.P.1
|