wind: Ireland wind data, 1961-1978

In mcgf: Markov Chain Gaussian Fields Simulation and Parameter Estimation

Ireland wind data, 1961-1978

Description

Daily average wind speeds for 1961-1978 at 11 synoptic meteorological stations in the Republic of Ireland (Haslett and raftery 1989). Wind speeds are in m/s. De-trended data sets are also provided.

Usage

wind

Format

wind: a list containing a data.frame with 6574 rows and 12 columns, and a list of locations.

Details

The data were obtained from the gstat package, and were modified so that the first column is the time stamps. Locations of the 11 stations are given in wind_loc. wind_train and wind_test contain de-trended and square-root transformed train (1961-1970) and test (1971-1978) data sets. See Gneiting et al. (2006) for de-trending details. wind_trend contains the estimated annual trend and station-wise mean from the training dataset.

References

Haslett, J. and Raftery, A. E. (1989). Space-time Modelling with Long-memory Dependence: Assessing Ireland's Wind Power Resource (with Discussion). Applied Statistics 38, 1-50.

Gneiting, T., Genton, M., & Guttorp, P. (2006). Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry. In C&H/CRC Monographs on Statistics & Applied Probability (pp. 151–175). Chapman and Hall/CRC.

See Also

Other (simulated) datasets: sim1, sim2, sim3

mcgf documentation built on June 29, 2024, 9:09 a.m.