BayGEN: A Bayesian Space‐Time Stochastic Weather Generator
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Balaji Rajagopalan | William Kleiber | Guillermo P. Podestá | Federico Bert | A. Verdin | B. Rajagopalan | G. Podestá | W. Kleiber | A. Verdin | F. Bert
[1] Howard S. Wheater,et al. Multisite multivariate modeling of daily precipitation and temperature in the Canadian Prairie Provinces using generalized linear models , 2016, Climate Dynamics.
[2] Richard W. Katz,et al. Improving the simulation of extreme precipitation events by stochastic weather generators , 2008 .
[3] R. Katz,et al. Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes , 2012 .
[4] D. Wilks. Multisite generalization of a daily stochastic precipitation generation model , 1998 .
[5] Richard Coe,et al. A Model Fitting Analysis of Daily Rainfall Data , 1984 .
[6] B. Rajagopalan,et al. A conditional stochastic weather generator for seasonal to multi-decadal simulations , 2018 .
[7] J. Gutiérrez,et al. Applications of Bayesian Networks in Meteorology , 2004 .
[8] Thomas Berger,et al. Multi-agent simulation for the targeting of development policies in less-favored areas , 2006 .
[9] Charles M. Macal,et al. Lessons from a comprehensive validation of an agent based-model: The experience of the Pampas Model of Argentinean agricultural systems , 2014 .
[10] Validation of Bayesian kriging of arsenic, chromium, lead, and mercury surface soil concentrations based on internode sampling. , 2009, Environmental science & technology.
[11] Budong Qian,et al. Multisite stochastic weather models for impact studies , 2002 .
[12] S. Sorooshian,et al. Multi-model ensemble hydrologic prediction using Bayesian model averaging , 2007 .
[13] J. Dardanelli,et al. Predicting on-farm soybean yields in the pampas using CROPGRO-soybean , 2007 .
[14] Andrew Gelman,et al. The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo , 2011, J. Mach. Learn. Res..
[15] Richard E. Chandler,et al. On the use of generalized linear models for interpreting climate variability , 2005 .
[16] Dustin Tran,et al. Automatic Differentiation Variational Inference , 2016, J. Mach. Learn. Res..
[17] D. Nychka,et al. Bayesian Spatial Modeling of Extreme Precipitation Return Levels , 2007 .
[18] Theo Brandsma,et al. Multisite simulation of daily precipitation and temperature in the Rhine Basin by nearest‐neighbor resampling , 2001 .
[19] E. Weber,et al. Decadal Climate Variability in the Argentine Pampas: Regional Impacts of Plausible Climate Scenarios on Agricultural Systems , 2009 .
[20] R. Katz,et al. Coupled stochastic weather generation using spatial and generalized linear models , 2015, Stochastic Environmental Research and Risk Assessment.
[21] James Nolan,et al. An Agent‐Based Simulation Model of Structural Change in Canadian Prairie Agriculture, 1960–2000 , 2009 .
[22] Kenneth Strzepek,et al. A technique for generating regional climate scenarios using a nearest‐neighbor algorithm , 2003 .
[23] Guillermo P Podesta,et al. Climatic information and decision-making in maize crop production systems of the Argentinean Pampas , 2006 .
[24] R. Srikanthan,et al. A comparison of three stochastic multi-site precipitation occurrence generators , 2006 .
[25] Jacob M. Montgomery,et al. Bayesian Model Averaging: Theoretical Developments and Practical Applications , 2010, Political Analysis.
[26] Daniel S. Wilks,et al. High-resolution spatial interpolation of weather generator parameters using local weighted regressions , 2008 .
[27] Alfons Balmann,et al. Does structure matter? The impact of switching the agricultural policy regime on farm structures , 2008 .
[28] J. M. Sloughter,et al. Probabilistic Quantitative Precipitation Forecasting Using Bayesian Model Averaging , 2007 .
[29] D. Burn,et al. Improved K-Nearest Neighbor Weather Generating Model , 2007 .
[30] M. Stein,et al. A Bayesian analysis of kriging , 1993 .
[31] S. Richardson,et al. Variable selection and Bayesian model averaging in case‐control studies , 2001, Statistics in medicine.
[32] Upmanu Lall,et al. A k‐nearest‐neighbor simulator for daily precipitation and other weather variables , 1999 .
[33] Brian J Reich,et al. A HIERARCHICAL MAX-STABLE SPATIAL MODEL FOR EXTREME PRECIPITATION. , 2013, The annals of applied statistics.
[34] David B. Stephenson,et al. The seasonal forecast of electricity demand: a hierarchical Bayesian model with climatological weather generator , 2006 .
[35] C. W. Richardson. Stochastic simulation of daily precipitation, temperature, and solar radiation , 1981 .
[36] Yurii Nesterov,et al. Primal-dual subgradient methods for convex problems , 2005, Math. Program..
[37] Richard W. Katz,et al. Precipitation as a Chain-Dependent Process , 1977 .
[38] Guillermo P Podesta,et al. Sensitivity of CERES-Maize simulated yields to uncertainty in soil properties and daily solar radiation , 2007 .
[39] Extension of spatial information, Bayesian kriging and updating of prior variogram parameters , 1995 .
[40] R. L. Smith,et al. A Bayesian Approach to the Modeling of Spatial-Temporal Precipitation Data , 1997 .
[41] Bruce A. Robinson,et al. Treatment of uncertainty using ensemble methods: Comparison of sequential data assimilation and Bayesian model averaging , 2007 .
[42] Balaji Rajagopalan,et al. Daily minimum and maximum temperature simulation over complex terrain , 2012, 1210.1814.
[43] R. Leconte,et al. Stochastic multi-site generation of daily weather data , 2009 .
[44] K. Mardia,et al. A Bayesian kriged Kalman model for short‐term forecasting of air pollution levels , 2005 .
[45] G. Campbell,et al. On the relationship between incoming solar radiation and daily maximum and minimum temperature , 1984 .
[46] Nelson J. Trujillo-Barreto,et al. Bayesian model averaging in EEG/MEG imaging , 2004, NeuroImage.
[47] Stephan R. Sain,et al. Spatial Hierarchical Modeling of Precipitation Extremes From a Regional Climate Model , 2008 .
[48] Daniel S. Wilks,et al. A gridded multisite weather generator and synchronization to observed weather data , 2009 .
[49] Thomas Berger,et al. Agent-based spatial models applied to agriculture: A simulation tool , 2001 .
[50] Upmanu Lall,et al. Hierarchical Bayesian modeling of multisite daily rainfall occurrence: Rainy season onset, peak, and end , 2009 .
[51] Thomas Berger,et al. An agent-based simulation model of human-environment interactions in agricultural systems , 2011, Environ. Model. Softw..
[52] Ian T. Foster,et al. The parallel system for integrating impact models and sectors (pSIMS) , 2014, Environ. Model. Softw..
[53] Bruno Sansó,et al. Joint projections of temperature and precipitation change from multiple climate models: a hierarchical Bayesian approach , 2009 .
[54] R. Chandler,et al. Spatial‐temporal rainfall simulation using generalized linear models , 2005 .
[55] James W. Jones,et al. The DSSAT cropping system model , 2003 .
[56] B. Miao,et al. Bayesian spatiotemporal modeling for blending in situ observations with satellite precipitation estimates , 2014 .
[57] D. Wilks,et al. The weather generation game: a review of stochastic weather models , 1999 .
[58] Brendan A. Wintle,et al. The Use of Bayesian Model Averaging to Better Represent Uncertainty in Ecological Models , 2003 .
[59] Balaji Rajagopalan,et al. Linking weather generators and crop models for assessment of climate forecast outcomes. , 2010 .
[60] James W. Jones,et al. GiST: A Stochastic Model for Generating Spatially and Temporally Correlated Daily Rainfall Data , 2010 .
[61] T. Hauser,et al. Development of a stochastic weather generator for the sub-polar North Atlantic , 2013, Stochastic Environmental Research and Risk Assessment.
[62] D. Madigan,et al. Bayesian Model Averaging in Proportional Hazard Models: Assessing the Risk of a Stroke , 1997 .
[63] J. Dardanelli,et al. A linked-modeling framework to estimate maize production risk associated with ENSO-related climate variability in Argentina , 2001 .
[64] H. Omre. Bayesian kriging—Merging observations and qualified guesses in kriging , 1987 .
[65] A. Shamseldin,et al. Statistical downscaling of precipitation: state-of-the-art and application of bayesian multi-model approach for uncertainty assessment , 2009 .
[66] Richard L. Smith,et al. Regional probabilities of precipitation change: A Bayesian analysis of multimodel simulations , 2004 .
[67] Ashutosh Limaye,et al. A Real-Time Gridded Crop Model for Assessing Spatial Drought Stress on Crops in the Southeastern United States , 2011 .
[68] J. Beersma,et al. Multi-site simulation of daily precipitation and temperature conditional on the atmospheric circulation , 2003 .