Time series outlier and intervention analysis: Irrigation management influences on soil water content in silty loam soil

Soil volumetric water content; Autoregressive integrated moving average (ARIMA); Outlier detection; Transfer function model

[1]  N. Raghuwanshi,et al.  Optimization of furrow irrigation schedules, designs and net return to water , 1998 .

[2]  Gedeon Dagan,et al.  Convective and pore scale dispersive solute transport in unsaturated heterogeneous fields , 1981 .

[3]  Richard A. Berk,et al.  Applied Time Series Analysis for the Social Sciences , 1980 .

[4]  Hannes Flühler,et al.  An experimental study of solute transport in a stony field soil , 1987 .

[5]  G. Severino,et al.  State-space approach to evaluate spatial variability of field measured soil water status along a line transect in a volcanic-vesuvian soil , 2010 .

[6]  Alan Pankratz,et al.  Forecasting with univariate Box-Jenkins models : concepts and cases , 1983 .

[7]  Kung-Sik Chan,et al.  Time Series Analysis: With Applications in R , 2010 .

[8]  Richard K. Kiang,et al.  Modeling and Predicting Seasonal Influenza Transmission in Warm Regions Using Climatological Parameters , 2010, PloS one.

[9]  John C. Hoff,et al.  A practical guide to Box-Jenkins forecasting , 1983 .

[10]  Gedeon Dagan,et al.  Unsaturated flow in spatially variable fields: 1. Derivation of models of infiltration and redistribution , 1983 .

[11]  Miguel A. Mariño,et al.  Forecasting of reference crop evapotranspiration , 1993 .

[12]  Akshay K. Singh,et al.  Subsurface drainage performance study using SALTMOD and ANN models , 2006 .

[13]  Ryan Hafen,et al.  Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts , 2009, BMC Medical Informatics Decis. Mak..

[14]  Guangming Liu,et al.  Artificial neural network and time series models for predicting soil salt and water content. , 2010 .

[15]  K. Jensen,et al.  Numerical modeling of observed effective flow behavior in unsaturated heterogeneous sands , 1999 .

[16]  Santanu Kumar Behera,et al.  Effective management of irrigation water for maize under stressed conditions , 2003 .

[17]  William A. Jury,et al.  Field scale transport of bromide in an unsaturated soil: 2. Dispersion modeling , 1989 .

[18]  Narendra Singh Raghuwanshi,et al.  Economic Optimization of Furrow Irrigation , 1997 .

[19]  Gwilym M. Jenkins,et al.  Time series analysis, forecasting and control , 1971 .

[20]  Gedeon Dagan,et al.  Unsaturated flow in spatially variable fields: 3. Solute transport models and their application to two fields , 1983 .

[21]  F. E. Grubbs Procedures for Detecting Outlying Observations in Samples , 1969 .

[22]  R. Freeze A stochastic‐conceptual analysis of one‐dimensional groundwater flow in nonuniform homogeneous media , 1975 .

[23]  Effi Tripler,et al.  Plant response to the soil environment: An analytical model integrating yield, water, soil type, and salinity , 2007 .

[24]  Irma J. Terpenning,et al.  STL : A Seasonal-Trend Decomposition Procedure Based on Loess , 1990 .

[25]  Gedeon Dagan,et al.  Stochastic analysis of water flow and pesticides transport in a field experiment , 1998 .

[26]  A. El-Kadi Variability of infiltration under uncertainty in unsaturated zone parameters , 1987 .

[27]  T. Quinn Catch-Per-Unit-Effort: A Statistical Model for Pacific Halibut (Hippoglossus stenolepis) , 1985 .

[28]  D. McDowall,et al.  Interrupted Time Series Analysis , 1980 .

[29]  M. Makkawi Effect of porous medium heterogeneity on water flow: a stochastic hydrofacies approach , 2004 .

[30]  Narendra Singh Raghuwanshi,et al.  Modeling Seasonal Furrow Irrigation , 1996 .

[31]  Gedeon Dagan,et al.  Unsaturated flow in spatially variable fields: 2. Application of water flow models to various fields , 1983 .

[32]  Lon-Mu Liu,et al.  Joint Estimation of Model Parameters and Outlier Effects in Time Series , 1993 .

[33]  James W. Jones,et al.  The DSSAT cropping system model , 2003 .

[34]  Walter Vandaele,et al.  Applied Time Series and Box-Jenkins Models , 1983 .

[35]  N. Raghuwanshi,et al.  Forecasting and optimizing furrow irrigation management decision variables , 1999, Irrigation Science.

[36]  William W. S. Wei,et al.  Time series analysis - univariate and multivariate methods , 1989 .

[37]  Vladimir Cvetkovic,et al.  Field scale mass arrival of sorptive solute into the groundwater , 1991 .

[38]  A. C. Chang,et al.  Time Series Analysis of Field-Measured Water Content of a Sandy Soil , 1997 .

[39]  R. R. Allmaras,et al.  Model Sensitivity to Measured and Estimated Hydraulic Properties of a Zimmerman Fine Sand , 1996 .

[40]  Ram K. Gupta,et al.  Stochastic Modeling of Irrigation Requirements , 1986 .

[41]  M. Nash,et al.  Geostatistical analysis of soil hydrologic properties in a field plot , 1988 .