HyetosMinute-package {HyetosMinute} | R Documentation |
HyetosMinuteR is a package for the temporal stochastic simulation of rainfall process at fine time scales, i.e. from daily down to 1-minute, based on the Bartlett-Lewis rectangular pulse model. It operates on several modes and combinations of them (depending on data availability), such as the operational or the testing mode, and simple sequential simulation or disaggregation. In the latter case, it uses the Bartlett-Lewis model to generate rainfall events along with proven disaggregation techniques that adjust the finer scale (e.g., hourly) variables in order to obtain the given coarser scale (e.g., daily) value. The package comprises various variants of the Bartlett-Lewis model, graphical capabilities, import/export tools as well as an optimization tool for the estimation of model parameters.
Package: | HyetosMinute |
Type: | Package |
Version: | 2.2 |
Date: | 2020-09-03 |
License: | GPL-3 |
Panagiotis Kossieris pkossier@central.ntua.gr, with
Hristos Tyralis montchrister@gmail.com,
Demetris Koutsoyiannis D.Koutsoyiannis@itia.ntua.gr,
Christos Makropoulos cmakro@mail.ntua.gr,
and Andreas Efstratiadis A.Efstratiadis@itia.ntua.gr
(National Technical University of Athens)
More details on the disaggregation methodology can be found in:
Kossieris, P., Makropoulos, C., Onof, C., Koutsoyiannis, D., 2016. A rainfall disaggregation scheme for sub-hourly time scales: Coupling a Bartlett-Lewis based model with adjusting procedures. Journal of Hydrology, 556, 980–992. (http://www.itia.ntua.gr/en/docinfo/1640/)
Koutsoyiannis, D., and C. Onof, Rainfall disaggregation using adjusting procedures on a Poisson cluster model, Journal of Hydrology, 246, 109-122, 2001. (http://itia.ntua.gr/el/docinfo/368/)
Koutsoyiannis, D., and C. Onof, A computer program for temporal rainfall disaggregation using adjusting procedures (HYETOS), XXV General Assembly of European Geophysical Society, Nice, Geophysical Research Abstracts, 2, 2000. (http://itia.ntua.gr/en/docinfo/59/)
For Bartlett-Lewis rectangular pulse rainfall model the user is referenced to:
Rodriguez-Iturbe I., D. R. Cox, and V. Isham, Some models for rainfall based on stochastic point processes, Proc. R. Soc. Lond., A 410, 269-288, 1987.
Rodriguez-Iturbe I., D. R. Cox, and V. Isham, A point process model for rainfall: Further developments, Proc. R. Soc. Lond., A 417, 283-298, 1988.
Onof, C. and H. S. Wheater, Modelling of British rainfall using a Random Parameter Bartlett-Lewis Rectangular Pulse Model, Journal of Hydrology, 149, 67-95, 1993.
Onof, C. and H. S. Wheater, Improvements to the modelling of British rainfall using a Modified Random Parameter Bartlett-Lewis Rectangular Pulse Model, Journal of Hydrology, 157, 177-195, 1994.
Onof, C., Chandler, R.E., Kakou, A., Northrop, P., Wheater, H.S., Isham, V., 2000. Rainfall modelling using Poisson-cluster processes: a review of developments. Stoch. Environ. Res. Risk Assess. 14, 384?411. doi:10.1007/s004770000043
Kaczmarska, J., Isham, V., Onof, C., 2014. Point process models for fine-resolution rainfall. Hydrol. Sci. J. 140806131733005. doi:10.1080/02626667.2014.925558
For disaggregation by adjusting procedures the user is referenced to:
Koutsoyiannis, D., A stochastic disaggregation method for design storms and flood synthesis, Journal of Hydrology, 156, 193-225, 1994.
Koutsoyiannis, D., and A. Manetas, Simple disaggregation by accurate adjusting procedures, Water Resources Research, 32(7), 2105-2117, 1996.
Koutsoyiannis, D., Coupling stochastic models of different time scales, Water Resources Research, 37(2), 379-391, 2001.
Koutsoyiannis, D., Rainfall Disaggregation Methods: Theory and Applications, Workshop on Statistical and Mathematical Methods for Hydrological Analysis, Rome, 2003.
Find other versions of HyetosMinute on http://itia.ntua.gr/en/softinfo/3/
The the evolutionary annealing-simplex optimization method and details of its application are described in:
Efstratiadis, A., and D. Koutsoyiannis, An evolutionary annealing-simplex algorithm for global optimisation of water resource systems, Proceedings of the Fifth International Conference on Hydroinformatics, Cardiff, UK, 1423-1428, International Water Association, 2002. (http://itia.ntua.gr/el/docinfo/524/)
Rozos, E., A. Efstratiadis, I. Nalbantis, and D. Koutsoyiannis, Calibration of a semi-distributed model for conjunctive simulation of surface and groundwater flows, Hydrological Sciences Journal, 49 (5), 819-842, 2004. (http://itia.ntua.gr/el/docinfo/630/)
Find the original Pascal-Delphi code of optimisation algorithms on http://itia.ntua.gr/el/docinfo/524/.