Some recent papers: (last updated October 2004)
- Wikle, C.K., Sherman, P.J., and T.-C. Chen (1995)
Identifying periodic components in atmospheric data using a
family of minimum variance spectral estimators.
- Journal
of Climate, 8, 2352-2363.
- Wikle, C.K. and T.-C. Chen, (1996) On the semiannual
variation in the northern hemisphere extratropical height
field
- Journal of Climate, 9, 2250-2258.
- Chen, T.-C., J.-M. Chen, and C.K. Wikle (1996).
Interdecadal variation in U.S. Pacific coast precipitation over
the past four decades
- Bulletin of the American
Meteorological Society, 77, 1197-1205.
- Chen, T.-C., Pfaendtner, J., J.-M. Chen, and C.K. Wikle (1996)
Variability of the global precipitable water with a time scale of 90-150
days
- Journal of Geophysical Research, 101, 9323-9332.
- Wikle, C.K. and R.A. Madden, (1997). Seasonal
variation of upper tropospheric and lower stratospheric equatorial
waves over the tropical Pacific.
- Journal of Atmospheric
Science, 54 , 1895-1909.
- Royle, J.A., Berliner, L.M., Wikle, C.K., and R. Milliff,
(1998). A hierarchical spatial model for constructing wind fields from
scatterometer data in the Labrador sea.
-
Case Studies in Bayesian Statistics IV , Springer-Verlag,
367-382.
- Cressie, N. and C.K. Wikle, (1998). Strategies for dynamic
space-time statistical modeling: Discussion of 'The Kriged Kalman
Filter' by Mardia et al."
- Test , 7, no. 2,
257-64.
- Brown, T.J. Berliner, L.M., Wilks, D.S., Richman, M.B., and
C.K. Wikle, (1998). Statistics education in the atmospheric
sciences.
- Bulletin of the American Meteorological Society
, 80, 2087-2097.
- Wikle, C.K., Berliner, L.M., and N. Cressie, (1998).
Hierarchical Bayesian space-time models.
-
Environmental and Ecological Statistics , 5 , 117-154.
- Cressie, N. and C.K. Wikle, (1998). The variance-based
cross-variogram: You can add apples and oranges.
-
Mathematical Geology, 30 , 789-799.
- Wikle, C.K. and N. Cressie, (1999)
A dimension reduced approach to space-time Kalman filtering.
-
Biometrika , 86 , 815-829.
- Wikle, C.K. and J.A. Royle, (1999).
Space-time models and dynamic design of environmental
monitoring networks.
- Journal of Agricultural, Biological, and
Environmental Statistics , 4 , 489-507.
- Wikle, C.K., Milliff, R.F., and W.G. Large, (1999).
Surface wind variability on spatial scales from 1 to 1000 km
observed during TOGA COARE.
- Journal of Atmospheric Science
, 56 , 2222-2231.
- Berliner, L.M., Royle, J.A., Wikle, C.K., and
R.F. Milliff, (1999). Bayesian Methods in the Atmospheric Sciences.
-
Bayesian Statistics 6 , J.M. Bernardo, J.O. Berger, A.P. Dawid and
A.F.M. Smith (Eds.), Oxford University Press, 83-100.
- Berliner, L.M., Wikle, C.K., and R.F. Milliff, (1999).
Multiresolution wavelet analyses in hierarchical Bayesian turbulence
models.
- Bayesian Inference in Wavelet Based Models, a
Springer Lecture-Notes volume, P. Mueller and B. Vidakovic, eds., 341-359.
- Wikle, C.K., (2000). Hierarchical Space-Time Dynamic
Models.
- In Case Studies in Statistics and the Atmospheric
Sciences, L.M Berliner, D. Nychka, T. Hoar, eds., Springer-Verlag,
New York, 45-64.
- Wikle, C.K. and N. Cressie, (2000). Space-time statistical
modeling of environmental data.
- Quantifying Spatial Uncertainty
in Natural Resources, H.T. Mowrer, R.G. Congalton, eds. Ann Arbor
Press, Chelsea, MI, 213-235.
- Berliner, L.M., Wikle, C.K. and N. Cressie, (2000). Long-lead prediction of Pacific SSTs
via Bayesian Dynamic Modeling.
- Journal of climate ,
13 , 3953-3968.
Color Figures
- Wikle, C.K., Milliff, R.F., Nychka, D., and L.M. Berliner,
(2001). Spatiotemporal hierarchical
Bayesian modeling: Tropical ocean surface winds.
- JASA
, 96 , 382-397.
- Wikle, C.K., (2001). A kernel-based
spectral approach for spatio-temporal dynamic models.
-
Proceedings of the 1st Spanish Workshop on Spatio-Temporal Modelling
of Environmental Processes (METMA)
, Benicassim, Castellon
(Spain), 28-31 October 2001, pp. 167-180.
- Wikle, C.K., (2002). Spatial
modeling of count data: A case study in modelling breeding bird survey
data on large spatial domains.
- In Spatial Cluster Modelling,
A. Lawson and D. Denison, eds. Chapman and Hall, 199-209.
- Cressie, N. and C.K. Wikle, (2002). Space-time Kalman filter.
- Entry in
Encyclopedia of Environmetrics, vol.4, eds. A.H. El-Shaarawi and
W.W. Piegorsch. Wiley, New York, pp.2045-2049.
- Wikle, C.K., (2002). Spatio-temporal models in
climatology.
- To appear in: Encyclopedia of Life Support
Systems, EOLSS Publishers Co. Ltd.
- Wikle, C.K. and J.A. Royle, (2002). Spatial statistical modeling in
biology.
- To appear in: Encyclopedia of Life Support Systems,
EOLSS Publishers Co. Ltd.
- Nychka, D., C.K. Wikle, and J.A. Royle, (2002). Multiresolution models for nonstationary
spatial covariance functions.
- Statistical Modelling: An
International Journal. 2 , 315-331.
- Wikle, C.K., (2002). A
kernel-based spectral model for non-Gaussian spatio-temporal
processes.
- Statistical Modelling: An International Journal,
2 , 299-314.
- Wikle, C.K., (2003). Hierarchical
models in environmental science.
- International Statistical
Review, 71 , 181-199.
- Wikle, C.K., (2003). Hierarchical
Bayesian models for predicting the spread of ecological
processes.
- Ecology , 84, 1382-1394
Appendix
- Wikle, C.K., L.M. Berliner, and R.F. Milliff,
(2003). Hierarchical Bayesian approach to boundary value problems with
stochastic boundary conditions.
- Monthly Weather Review ,
131 , 1051-1062.
- Berliner, L.M., Milliff, R.F., and C.K. Wikle, (2003). Bayesian
hierarchical modeling of air-sea interaction.
- Journal of
Geophysical Research - Oceans, , 108(C4)
- Wikle, C.K. and C.J. Anderson, (2003). Climatological analysis of tornado
report counts using a hierarchical Bayesian spatio-temporal
model.
- Journal of Geophysical Research-Atmospheres,
108 , (D24), 9005, doi:10.1029/2002JD002806.
- Hooten, M. B., Larsen, D.R., and C.K. Wikle, (2003). Predicting the spatial distribution of ground
flora on large domains using a hierarchical Bayesian model.
-
Landscape Ecology , 18 , 487-502.
- Wikle, C.K., (2003). Modern statistical methods and weather
modification research.
- Appendix in Critical Issues in Weather
Modification Research, A National Research Council (NRC) report. The
National Academies Press, Washington, D.C., 107-113.
- Wikle, C.K. and L.M. Berliner, (2005).
Combining information across spatial scales. Technometrics , 47, 80-91.
- Cripps, E., Nott, D., Dunsmuir, W.T.M., and C.K. Wikle,
(2005). Space-time Modelling of Sydney Harbour Winds.
Australian and New Zealand Journal of Statistics , 47, 3-17.
- Hoar, T.J., Milliff, R.F., Nychka, D., Wikle, C.K., and
L.M. Berliner, (2003). Winds from a Bayesian hierarchical model:
Computation for atmosphere-ocean research. Journal of
Computational and Graphical Statistics., 4, 781-807.
- Wikle, C.K., and J.A. Royle, (2004). Dynamic Design of Ecological Monitoring
Networks for Non-Gaussian Spatio-Temporal Data. Environmetrics . To appear.
- Fox, N.I. and C.K. Wikle, (2004). A Bayesian quantitative
precipitation nowcast scheme. Weather and Forecasting , to appear.
- Xu, K., Wikle, C.K., and N. Fox (2005). A kernel based spatio temporal
dynamical model for nowcasting radar precipitation. Journal of the American Statistical Association , to appear.
- Royle, J.A., and C.K. Wikle, (2005). Efficient Statistical Mapping of
Avian Count Data. Ecological and Environmental Statistics
, to appear.
- Xu, K. and C.K. Wikle (2005).
Estimation of Parameterized Spatio-Temporal Dynamic Models. In
review.
- Wikle, C.K. and Hooten, M.B. (2005).
"Hierarchical Bayesian Spatio-Temporal Models for Population Spread".
In: "Applications of Computational Statistics in the
Environmental Sciences: Hierarchical Bayes and MCMC
Methods". J.S. Clark and A. Gelfand (eds). Oxford University Press.
To appear.
- He, H.S., D.C. Dey, X. Fan, M.B. Hooten, J.M. Kabrick,
C.K. Wikle, and Z. Fan. (2005). "Mapping
pre-European settlement vegetation using a hierarchical Bayesian model
and GIS" In Review.
- Hooten, M.B. and C.K. Wikle (2005). "A Hierarchical Bayesian non-linear
spatio-temporal model for the spread of invasive species with
application to the Eurasian Collared-Dove." In Review.
- Hooten, M.B. and C.K. Wikle (2005). "Shifts in the spatio-temporal growth
dynamics of shortleaf pine" In Review.
- Anderson, C.J., Wikle, C.K., Zhou, Q., and J.A. Royle (2005). "Population Influences on Tornado Reports in the United States" In Review.