ClimEns: Construct a climatological ensemble from a vector of...
In SpecsVerification: Forecast Verification Routines for Ensemble Forecasts of Weather and Climate
Description
Usage
Arguments
Value
Examples
Description
Construct a climatological ensemble from a vector of observations. Optionally, the climatological ensemble observation at time t can be constructed without the observation at time t (leave-one-out).
Usage
1
Arguments
obs
vector of length N. The observations.
leave.one.out
logical, default=FALSE. If TRUE, the n-th observation is removed from the n-th row of the ensemble matrix.
Value
matrix with N rows and N-1 columns (if leave.one.out==TRUE) or N columns otherwise.
Examples
1
2
Example output
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
[1,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[2,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[3,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[4,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[5,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[6,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[7,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[8,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[9,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[10,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[11,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[12,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[13,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[14,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[15,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[16,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[17,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[18,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[19,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[20,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[21,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[22,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[23,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[24,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[25,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[26,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[27,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[,9] [,10] [,11] [,12] [,13] [,14] [,15] [,16]
[1,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[2,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[3,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[4,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[5,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[6,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[7,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[8,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[9,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[10,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[11,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[12,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[13,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[14,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[15,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[16,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[17,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[18,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[19,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[20,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[21,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[22,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[23,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[24,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[25,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[26,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[27,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24]
[1,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[2,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[3,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[4,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[5,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[6,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[7,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[8,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[9,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[10,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[11,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[12,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[13,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[14,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[15,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[16,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[17,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[18,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[19,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[20,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[21,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[22,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[23,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[24,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[25,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[26,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[27,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[,25] [,26] [,27]
[1,] 19.19444 19.05244 19.2467
[2,] 19.19444 19.05244 19.2467
[3,] 19.19444 19.05244 19.2467
[4,] 19.19444 19.05244 19.2467
[5,] 19.19444 19.05244 19.2467
[6,] 19.19444 19.05244 19.2467
[7,] 19.19444 19.05244 19.2467
[8,] 19.19444 19.05244 19.2467
[9,] 19.19444 19.05244 19.2467
[10,] 19.19444 19.05244 19.2467
[11,] 19.19444 19.05244 19.2467
[12,] 19.19444 19.05244 19.2467
[13,] 19.19444 19.05244 19.2467
[14,] 19.19444 19.05244 19.2467
[15,] 19.19444 19.05244 19.2467
[16,] 19.19444 19.05244 19.2467
[17,] 19.19444 19.05244 19.2467
[18,] 19.19444 19.05244 19.2467
[19,] 19.19444 19.05244 19.2467
[20,] 19.19444 19.05244 19.2467
[21,] 19.19444 19.05244 19.2467
[22,] 19.19444 19.05244 19.2467
[23,] 19.19444 19.05244 19.2467
[24,] 19.19444 19.05244 19.2467
[25,] 19.19444 19.05244 19.2467
[26,] 19.19444 19.05244 19.2467
[27,] 19.19444 19.05244 19.2467
SpecsVerification documentation built on March 26, 2020, 7:55 p.m.
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Description Usage Arguments Value Examples
Description
Construct a climatological ensemble from a vector of observations. Optionally, the climatological ensemble observation at time t can be constructed without the observation at time t (leave-one-out).
Usage
1 |
Arguments
obs |
vector of length N. The observations. |
leave.one.out |
logical, default=FALSE. If TRUE, the n-th observation is removed from the n-th row of the ensemble matrix. |
Value
matrix with N rows and N-1 columns (if leave.one.out==TRUE) or N columns otherwise.
Examples
1 2 |
Example output
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
[1,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[2,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[3,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[4,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[5,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[6,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[7,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[8,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[9,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[10,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[11,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[12,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[13,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[14,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[15,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[16,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[17,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[18,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[19,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[20,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[21,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[22,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[23,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[24,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[25,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[26,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[27,] 18.38531 17.91703 18.41237 18.52762 18.24018 18.92083 18.7347 18.74177
[,9] [,10] [,11] [,12] [,13] [,14] [,15] [,16]
[1,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[2,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[3,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[4,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[5,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[6,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[7,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[8,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[9,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[10,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[11,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[12,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[13,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[14,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[15,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[16,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[17,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[18,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[19,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[20,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[21,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[22,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[23,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[24,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[25,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[26,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[27,] 18.84006 18.55334 18.13083 18.84862 18.76169 18.39295 18.69872 18.83633
[,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24]
[1,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[2,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[3,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[4,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[5,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[6,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[7,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[8,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[9,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[10,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[11,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[12,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[13,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[14,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[15,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[16,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[17,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[18,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[19,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[20,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[21,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[22,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[23,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[24,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[25,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[26,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[27,] 19.04871 18.70762 19.01472 19.28151 19.58305 18.82714 18.98188 19.38522
[,25] [,26] [,27]
[1,] 19.19444 19.05244 19.2467
[2,] 19.19444 19.05244 19.2467
[3,] 19.19444 19.05244 19.2467
[4,] 19.19444 19.05244 19.2467
[5,] 19.19444 19.05244 19.2467
[6,] 19.19444 19.05244 19.2467
[7,] 19.19444 19.05244 19.2467
[8,] 19.19444 19.05244 19.2467
[9,] 19.19444 19.05244 19.2467
[10,] 19.19444 19.05244 19.2467
[11,] 19.19444 19.05244 19.2467
[12,] 19.19444 19.05244 19.2467
[13,] 19.19444 19.05244 19.2467
[14,] 19.19444 19.05244 19.2467
[15,] 19.19444 19.05244 19.2467
[16,] 19.19444 19.05244 19.2467
[17,] 19.19444 19.05244 19.2467
[18,] 19.19444 19.05244 19.2467
[19,] 19.19444 19.05244 19.2467
[20,] 19.19444 19.05244 19.2467
[21,] 19.19444 19.05244 19.2467
[22,] 19.19444 19.05244 19.2467
[23,] 19.19444 19.05244 19.2467
[24,] 19.19444 19.05244 19.2467
[25,] 19.19444 19.05244 19.2467
[26,] 19.19444 19.05244 19.2467
[27,] 19.19444 19.05244 19.2467
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