-
1
-
-
66049156984
-
Space-time modelling of precipitation by using a hidden Markov model and censored Gaussian distributions
-
Ailliot, P., Thompson, C. and Thomson, P. (2009). Space-time modelling of precipitation by using a hidden Markov model and censored Gaussian distributions. J. R. Stat. Soc. Ser. C. Appl. Stat. 58 405-426.
-
(2009)
J. R. Stat. Soc. Ser. C. Appl. Stat
, vol.58
, pp. 405-426
-
-
Ailliot, P.1
Thompson, C.2
Thomson, P.3
-
2
-
-
0142157131
-
A latent Gaussian Markov random-field model for spatiotemporal rainfall disaggregation
-
Allcroft, D. J. and Glasbey, C. A. (2003). A latent Gaussian Markov random-field model for spatiotemporal rainfall disaggregation. J. Roy. Statist. Soc. Ser. C 52 487-498.
-
(2003)
J. Roy. Statist. Soc. Ser. C
, vol.52
, pp. 487-498
-
-
Allcroft, D.J.1
Glasbey, C.A.2
-
3
-
-
84862880257
-
A valid Matérn class of cross-covariance functions for multivariate random fields with any number of components
-
Apanasovich, T. V., Genton, M. G. and Sun, Y. (2012). A valid Matérn class of cross-covariance functions for multivariate random fields with any number of components. J. Amer. Statist. Assoc. 107 180-193.
-
(2012)
J. Amer. Statist. Assoc
, vol.107
, pp. 180-193
-
-
Apanasovich, T.V.1
Genton, M.G.2
Sun, Y.3
-
4
-
-
0035649063
-
Space-time calibration of radar rainfall data
-
Brown, P. E., Diggle, P. J., Lord, M. E. and Young, P. C. (2001). Space-time calibration of radar rainfall data. J. Roy. Statist. Soc. Ser. C 50 221-241.
-
(2001)
J. Roy. Statist. Soc. Ser. C
, vol.50
, pp. 221-241
-
-
Brown, P.E.1
Diggle, P.J.2
Lord, M.E.3
Young, P.C.4
-
5
-
-
27544440063
-
On the use of generalized linear models for interpreting climate variability
-
Chandler, R. E. (2005). On the use of generalized linear models for interpreting climate variability. Environmetrics 16 699-715.
-
(2005)
Environmetrics
, vol.16
, pp. 699-715
-
-
Chandler, R.E.1
-
6
-
-
80052811314
-
Filtered kriging for spatial data with heterogeneous measurement error volumes
-
Christensen, W. F. (2011). Filtered kriging for spatial data with heterogeneous measurement error volumes. Biometrics 67 947-957.
-
(2011)
Biometrics
, vol.67
, pp. 947-957
-
-
Christensen, W.F.1
-
8
-
-
0028552275
-
A statistical-topographic model for mapping climatological precipitation over mountainous terrain
-
Daly, C., Neilson, R. P. and Phillips, D. L. (1994). A statistical-topographic model for mapping climatological precipitation over mountainous terrain. Journal of Applied Meteorology 33 140-158.
-
(1994)
Journal of Applied Meteorology
, vol.33
, pp. 140-158
-
-
Daly, C.1
Neilson, R.P.2
Phillips, D.L.3
-
9
-
-
0035801874
-
Weather modelling using a multivariate latent Gaussian model
-
Durban, M. and Glasbey, C. A. (2001). Weather modelling using a multivariate latent Gaussian model. Agricultural and Forest Meteorology 109 187-201.
-
(2001)
Agricultural and Forest Meteorology
, vol.109
, pp. 187-201
-
-
Durban, M.1
Glasbey, C.A.2
-
10
-
-
0034703308
-
Climate extremes: Observations, modeling, and impacts
-
Easterling, D. R., Meehl, G. A., Parmesan, C., Changnon, S. A., Karl, T. R. and Mearns, L. O. (2000). Climate extremes: Observations, modeling, and impacts. Science 289 2068-2074.
-
(2000)
Science
, vol.289
, pp. 2068-2074
-
-
Easterling, D.R.1
Meehl, G.A.2
Parmesan, C.3
Changnon, S.A.4
Karl, T.R.5
Mearns, L.O.6
-
11
-
-
0042401905
-
Spectral methods for nonstationary spatial processes
-
Fuentes, M. (2002). Spectral methods for nonstationary spatial processes. Biometrika 89 197-210.
-
(2002)
Biometrika
, vol.89
, pp. 197-210
-
-
Fuentes, M.1
-
12
-
-
20744444147
-
Spatial process modelling for univariate and multivariate dynamic spatial data
-
Gelfand, A. E., Banerjee, S. and Gamerman, D. (2005). Spatial process modelling for univariate and multivariate dynamic spatial data. Environmetrics 16 465-479.
-
(2005)
Environmetrics
, vol.16
, pp. 465-479
-
-
Gelfand, A.E.1
Banerjee, S.2
Gamerman, D.3
-
13
-
-
0042744714
-
Spatial modeling with spatially varying coefficient processes
-
Gelfand, A. E., Kim, H.-J., Sirmans, C. F. and Banerjee, S. (2003). Spatial modeling with spatially varying coefficient processes. J. Amer. Statist. Assoc. 98 387-396.
-
(2003)
J. Amer. Statist. Assoc
, vol.98
, pp. 387-396
-
-
Gelfand, A.E.1
Kim, H.-J.2
Sirmans, C.F.3
Banerjee, S.4
-
14
-
-
13444251351
-
Nonstationary multivariate process modeling through spatially varying coregionalization
-
Gelfand, A. E., Schmidt, A. M., Banerjee, S. and Sirmans, C. F. (2004). Nonstationary multivariate process modeling through spatially varying coregionalization. TEST 13 263-312.
-
(2004)
TEST
, vol.13
, pp. 263-312
-
-
Gelfand, A.E.1
Schmidt, A.M.2
Banerjee, S.3
Sirmans, C.F.4
-
15
-
-
78649437871
-
Matérn cross-covariance functions for multivariate random fields
-
Gneiting, T., Kleiber, W. and Schlather, M. (2010). Matérn cross-covariance functions for multivariate random fields. J. Amer. Statist. Assoc. 105 1167-1177.
-
(2010)
J. Amer. Statist. Assoc
, vol.105
, pp. 1167-1177
-
-
Gneiting, T.1
Kleiber, W.2
Schlather, M.3
-
16
-
-
84864974658
-
A positive definite estimator of the non-stationary covariance of random fields
-
P. Monestiez, D. Allard and R. Froidevaux, eds.) Kluwer Academic, Dordrecht, Netherlands
-
Guillot, G., Senoussi, R. and Monestiez, P. (2001). A positive definite estimator of the non-stationary covariance of random fields. In GeoENV 2000: Third European Conference on Geostatistics for Environmental Applications (P. Monestiez, D. Allard and R. Froidevaux, eds.) Kluwer Academic, Dordrecht, Netherlands.
-
(2001)
GeoENV 2000: Third European Conference On Geostatistics For Environmental Applications
-
-
Guillot, G.1
Senoussi, R.2
Monestiez, P.3
-
17
-
-
33845770233
-
Studies in the history of probability and statistics. XLIX. On the Matérn correlation family
-
Guttorp, P. and Gneiting, T. (2006). Studies in the history of probability and statistics. XLIX. On the Matérn correlation family. Biometrika 93 989-995.
-
(2006)
Biometrika
, vol.93
, pp. 989-995
-
-
Guttorp, P.1
Gneiting, T.2
-
18
-
-
7344234819
-
Lognormal and moving window methods of estimating acid deposition
-
Haas, T. C. (1990). Lognormal and moving window methods of estimating acid deposition. J. Amer. Statist. Assoc. 85 950-963.
-
(1990)
J. Amer. Statist. Assoc
, vol.85
, pp. 950-963
-
-
Haas, T.C.1
-
19
-
-
0032422974
-
A process-convolution approach to modelling temperatures in the North Atlantic Ocean
-
Higdon, D. (1998). A process-convolution approach to modelling temperatures in the North Atlantic Ocean. Environ. Ecol. Stat. 5 173-190.
-
(1998)
Environ. Ecol. Stat
, vol.5
, pp. 173-190
-
-
Higdon, D.1
-
20
-
-
29544443445
-
Very high resolution interpolated climate surfaces for global land areas
-
Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G. and Jarvis, A. (2005). Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology 25 1965-1978.
-
(2005)
International Journal of Climatology
, vol.25
, pp. 1965-1978
-
-
Hijmans, R.J.1
Cameron, S.E.2
Parra, J.L.3
Jones, P.G.4
Jarvis, A.5
-
21
-
-
0033480863
-
A non-homogeneous hidden Markov model for precipitation occurrence
-
Hughes, J. P. and Guttorp, P. (1999). A non-homogeneous hidden Markov model for precipitation occurrence. Applied Statistics 48 15-30.
-
(1999)
Applied Statistics
, vol.48
, pp. 15-30
-
-
Hughes, J.P.1
Guttorp, P.2
-
23
-
-
0033851837
-
Spatial variability and interpolation of stochastic weather simulation model parameters
-
Johnson, G. L., Daly, C., Taylor, G. H. and Hanson, C. L. (2000). Spatial variability and interpolation of stochastic weather simulation model parameters. Journal of Applied Meteorology 39 778-795.
-
(2000)
Journal of Applied Meteorology
, vol.39
, pp. 778-795
-
-
Johnson, G.L.1
Daly, C.2
Taylor, G.H.3
Hanson, C.L.4
-
24
-
-
0030537071
-
Bounded bivariate distributions with nearly normal marginals
-
Jolliffe, I. T. and Hope, P. B. (1996). Bounded bivariate distributions with nearly normal marginals. Amer. Statist. 50 17-20.
-
(1996)
Amer. Statist
, vol.50
, pp. 17-20
-
-
Jolliffe, I.T.1
Hope, P.B.2
-
25
-
-
11144306061
-
Multivariate distributions with support above the diagonal
-
Jones, M. C. and Larsen, P. V. (2004). Multivariate distributions with support above the diagonal. Biometrika 91 975-986.
-
(2004)
Biometrika
, vol.91
, pp. 975-986
-
-
Jones, M.C.1
Larsen, P.V.2
-
26
-
-
81855185602
-
Non-stationary cross-covariance models for multivariate processes on a globe
-
Jun, M. (2011). Non-stationary cross-covariance models for multivariate processes on a globe. Scand. J. Stat. 38 726-747.
-
(2011)
Scand. J. Stat
, vol.38
, pp. 726-747
-
-
Jun, M.1
-
27
-
-
80053216896
-
A statistical investigation of the sensitivity of ensemble-based Kalman filters to covariance filtering
-
Jun, M., Szunyogh, I., Genton, M. G., Zhang, F. and Bishop, C. H. (2011). A statistical investigation of the sensitivity of ensemble-based Kalman filters to covariance filtering. Monthly Weather Review 139 3036-3051.
-
(2011)
Monthly Weather Review
, vol.139
, pp. 3036-3051
-
-
Jun, M.1
Szunyogh, I.2
Genton, M.G.3
Zhang, F.4
Bishop, C.H.5
-
28
-
-
20444461640
-
Analyzing nonstationary spatial data using piecewise Gaussian processes
-
Kim, H.-M., Mallick, B. K. and Holmes, C. C. (2005). Analyzing nonstationary spatial data using piecewise Gaussian processes. J. Amer. Statist. Assoc. 100 653-668.
-
(2005)
J. Amer. Statist. Assoc
, vol.100
, pp. 653-668
-
-
Kim, H.-M.1
Mallick, B.K.2
Holmes, C.C.3
-
29
-
-
84874778588
-
Spatially varying cross-correlation coefficients in the presence of nugget effects
-
Kleiber, W. and Genton, M. G. (2013). Spatially varying cross-correlation coefficients in the presence of nugget effects. Biometrika 100 213-220.
-
(2013)
Biometrika
, vol.100
, pp. 213-220
-
-
Kleiber, W.1
Genton, M.G.2
-
30
-
-
84856298369
-
Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes
-
Kleiber, W., Katz, R. W. and Rajagopalan, B. (2012). Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes. Water Resources Research 48.
-
(2012)
Water Resources Research
, vol.48
-
-
Kleiber, W.1
Katz, R.W.2
Rajagopalan, B.3
-
31
-
-
84863476484
-
Nonstationary modeling for multivariate spatial processes
-
Kleiber, W. and Nychka, D. (2012). Nonstationary modeling for multivariate spatial processes. J. Multivariate Anal. 112 76-91.
-
(2012)
J. Multivariate Anal
, vol.112
, pp. 76-91
-
-
Kleiber, W.1
Nychka, D.2
-
32
-
-
84855993199
-
Geostatistical model averaging for locally calibrated probabilistic quantitative precipitation forecasting
-
Kleiber, W., Raftery, A. E. and Gneiting, T. (2011). Geostatistical model averaging for locally calibrated probabilistic quantitative precipitation forecasting. J. Amer. Statist. Assoc. 106 1291-1303.
-
(2011)
J. Amer. Statist. Assoc
, vol.106
, pp. 1291-1303
-
-
Kleiber, W.1
Raftery, A.E.2
Gneiting, T.3
-
33
-
-
80052419057
-
Locally calibrated probabilistic temperature forecasting using geostatistical model averaging and local Bayesian model averaging
-
Kleiber, W., Raftery, A. E., Baars, J., Gneiting, T., Mass, C. F. and Grimit, E. (2011). Locally calibrated probabilistic temperature forecasting using geostatistical model averaging and local Bayesian model averaging. Monthly Weather Review 139 2630-2649.
-
(2011)
Monthly Weather Review
, vol.139
, pp. 2630-2649
-
-
Kleiber, W.1
Raftery, A.E.2
Baars, J.3
Gneiting, T.4
Mass, C.F.5
Grimit, E.6
-
34
-
-
0028561585
-
A simple energy budget algorithm for the snowmelt runoff model
-
Kustas, W. P., Rango, A. and Uijlenhoet, R. (1994). A simple energy budget algorithm for the snowmelt runoff model. Water Resources Research 30 1515-1527.
-
(1994)
Water Resources Research
, vol.30
, pp. 1515-1527
-
-
Kustas, W.P.1
Rango, A.2
Uijlenhoet, R.3
-
35
-
-
0029663871
-
A nearest neighbor bootstrap for resampling hydrological time series
-
Lall, U. and Sharma, A. (1996). A nearest neighbor bootstrap for resampling hydrological time series. Water Resources Research 32 679-693.
-
(1996)
Water Resources Research
, vol.32
, pp. 679-693
-
-
Lall, U.1
Sharma, A.2
-
36
-
-
0025587429
-
Mean seasonal and spatial variability in global surface air temperature
-
Legates, D. R. and Willmott, C. J. (1990). Mean seasonal and spatial variability in global surface air temperature. Theoretical and Applied Climatology 41 11-21.
-
(1990)
Theoretical and Applied Climatology
, vol.41
, pp. 11-21
-
-
Legates, D.R.1
Willmott, C.J.2
-
37
-
-
21144459934
-
Regional trends in sulfate wet deposition
-
Oehlert, G. W. (1993). Regional trends in sulfate wet deposition. J. Amer. Statist. Assoc. 88 390-399.
-
(1993)
J. Amer. Statist. Assoc
, vol.88
, pp. 390-399
-
-
Oehlert, G.W.1
-
38
-
-
33745999511
-
Spatial modelling using a new class of nonstationary covariance functions
-
Paciorek, C. J. and Schervish, M. J. (2006). Spatial modelling using a new class of nonstationary covariance functions. Environmetrics 17 483-506.
-
(2006)
Environmetrics
, vol.17
, pp. 483-506
-
-
Paciorek, C.J.1
Schervish, M.J.2
-
39
-
-
0037088216
-
Climate change in the Colorado Rocky Mountains: Free air versus surface temperature trends
-
Pepin, N. and Losleben, M. (2002). Climate change in the Colorado Rocky Mountains: Free air versus surface temperature trends. International Journal of Climatology 22 311-329.
-
(2002)
International Journal of Climatology
, vol.22
, pp. 311-329
-
-
Pepin, N.1
Losleben, M.2
-
40
-
-
0031400135
-
An overview of the Global Historical Climatology Network temperature database
-
Peterson, T. C. and Vose, R. S. (1997). An overview of the Global Historical Climatology Network temperature database. Bulletin of the American Meteorological Society 78 2837-2849.
-
(1997)
Bulletin of the American Meteorological Society
, vol.78
, pp. 2837-2849
-
-
Peterson, T.C.1
Vose, R.S.2
-
42
-
-
0034732051
-
A comparison of two statistical methods for spatial interpolation of Canadian monthly mean climate data
-
Price, D. T., McKenney, D. W., Nalder, I. A., Hutchinson, M. F. and Kesteven, J. L. (2000). A comparison of two statistical methods for spatial interpolation of Canadian monthly mean climate data. Agricultural and Forest Meteorology 101 81-94.
-
(2000)
Agricultural and Forest Meteorology
, vol.101
, pp. 81-94
-
-
Price, D.T.1
McKenney, D.W.2
Nalder, I.A.3
Hutchinson, M.F.4
Kesteven, J.L.5
-
43
-
-
0026299469
-
A serial approach to local stochastic weather models
-
Racsko, P., Szeidl, L. and Semenov, M. (1991). A serial approach to local stochastic weather models. Ecological Modelling 57 27-41.
-
(1991)
Ecological Modelling
, vol.57
, pp. 27-41
-
-
Racsko, P.1
Szeidl, L.2
Semenov, M.3
-
44
-
-
0032848078
-
A k-nearest neighbor simulator for daily precipitation and other weather variables
-
Rajagopalan, B. and Lall, U. (1999). A k-nearest neighbor simulator for daily precipitation and other weather variables. Water Resources Research 35 3089-3101.
-
(1999)
Water Resources Research
, vol.35
, pp. 3089-3101
-
-
Rajagopalan, B.1
Lall, U.2
-
45
-
-
0019353887
-
Stochastic simulation of daily precipitation, temperature, and solar radiation
-
Richardson, C. W. (1981). Stochastic simulation of daily precipitation, temperature, and solar radiation. Water Resources Research 17 182-190.
-
(1981)
Water Resources Research
, vol.17
, pp. 182-190
-
-
Richardson, C.W.1
-
46
-
-
0000581964
-
Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating forest evapotranspiration and photosynthesis
-
Running, S. W., Nemani, R. R. and Hungerford, R. D. (1987). Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating forest evapotranspiration and photosynthesis. Canadian Journal of Forest Research 17 472-483.
-
(1987)
Canadian Journal of Forest Research
, vol.17
, pp. 472-483
-
-
Running, S.W.1
Nemani, R.R.2
Hungerford, R.D.3
-
47
-
-
0000832522
-
Nonparametric estimation of nonstationary spatial covariance structure
-
Sampson, P. D. and Guttorp, P. (1992). Nonparametric estimation of nonstationary spatial covariance structure. J. Amer. Statist. Assoc. 87 108-119.
-
(1992)
J. Amer. Statist. Assoc
, vol.87
, pp. 108-119
-
-
Sampson, P.D.1
Guttorp, P.2
-
48
-
-
0442325059
-
A nonstationary multisite model for rainfall
-
Sansó, B. and Guenni, L. (2000). A nonstationary multisite model for rainfall. J. Amer. Statist. Assoc. 95 1089-1100.
-
(2000)
J. Amer. Statist. Assoc
, vol.95
, pp. 1089-1100
-
-
Sansó, B.1
Guenni, L.2
-
49
-
-
0030619730
-
Use of a stochastic weather generator in the development of climate change scenarios
-
Semenov, M. A. and Barrow, E. M. (1997). Use of a stochastic weather generator in the development of climate change scenarios. Climatic Change 35 397-414.
-
(1997)
Climatic Change
, vol.35
, pp. 397-414
-
-
Semenov, M.A.1
Barrow, E.M.2
-
50
-
-
0036427582
-
Modelling daily multivariate pollutant data at multiple sites
-
Shaddick, G. and Wakefield, J. (2002). Modelling daily multivariate pollutant data at multiple sites. J. Roy. Statist. Soc. Ser. C 51 351-372.
-
(2002)
J. Roy. Statist. Soc. Ser. C
, vol.51
, pp. 351-372
-
-
Shaddick, G.1
Wakefield, J.2
-
54
-
-
0030615723
-
Generating surfaces of daily meteorological variables over large regions of complex terrain
-
Thornton, P. E., Running, S. W. and White, M. A. (1997). Generating surfaces of daily meteorological variables over large regions of complex terrain. Journal of Hydrology 190 214-251.
-
(1997)
Journal of Hydrology
, vol.190
, pp. 214-251
-
-
Thornton, P.E.1
Running, S.W.2
White, M.A.3
-
56
-
-
0033618903
-
Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain
-
Wilks, D. S. (1999). Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain. Agricultural and Forest Meteorology 96 85-101.
-
(1999)
Agricultural and Forest Meteorology
, vol.96
, pp. 85-101
-
-
Wilks, D.S.1
-
57
-
-
0033429287
-
The weather generation game: A review of stochastic weather models
-
Wilks, D. S. and Wilby, R. L. (1999). The weather generation game: A review of stochastic weather models. Progress in Physical Geography 23 329-357.
-
(1999)
Progress In Physical Geography
, vol.23
, pp. 329-357
-
-
Wilks, D.S.1
Wilby, R.L.2
-
58
-
-
0029537930
-
Smart interpolation of annually averaged air temperature in the United States
-
Willmott, C. J. and Matsuura, K. (1995). Smart interpolation of annually averaged air temperature in the United States. Journal of Applied Meteorology 34 2577-2586.
-
(1995)
Journal of Applied Meteorology
, vol.34
, pp. 2577-2586
-
-
Willmott, C.J.1
Matsuura, K.2
|