accumulated rainfall

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Multivariate models for rainfall based on Markov modulated Poisson processes. Hydrology Research, 44 (4). pp. 631-643. ISSN 0029-1277 (Print), 2224-7955 (Online) (doi:https://doi.org/10.2166/nh.2013.180)

bucket tip-time series

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Thayakaran, R. and Onof, C. (2012) Multi-site doubly stochastic Poisson process models for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 27 (6). pp. 1383-1396. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-012-0674-x)

covariates

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Markov modulated Poisson process models incorporating covariates for rainfall intensity. Water Science & Technology, 67 (8). pp. 1786-1792. ISSN 0273-1223 (doi:https://doi.org/10.2166/wst.2013.056)

doubly stochastic Poisson process

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Thayakaran, R. and Onof, C. (2012) Multi-site doubly stochastic Poisson process models for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 27 (6). pp. 1383-1396. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-012-0674-x)

Ramesh, N. I. ORCID: 0000-0001-6373-2557 and Thayakaran, R. (2012) Stochastic point process model for fine-scale rainfall time series. In: Proceedings of the international conference on stochastic modelling techniques and data analysis. Electronic proceedings, pp. 635-642.

fine-scale rainfall

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Thayakaran, R. and Onof, C. (2012) Multi-site doubly stochastic Poisson process models for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 27 (6). pp. 1383-1396. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-012-0674-x)

Ramesh, N. I. ORCID: 0000-0001-6373-2557 and Thayakaran, R. (2012) Stochastic point process model for fine-scale rainfall time series. In: Proceedings of the international conference on stochastic modelling techniques and data analysis. Electronic proceedings, pp. 635-642.

likelihood function

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Markov modulated Poisson process models incorporating covariates for rainfall intensity. Water Science & Technology, 67 (8). pp. 1786-1792. ISSN 0273-1223 (doi:https://doi.org/10.2166/wst.2013.056)

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Multivariate models for rainfall based on Markov modulated Poisson processes. Hydrology Research, 44 (4). pp. 631-643. ISSN 0029-1277 (Print), 2224-7955 (Online) (doi:https://doi.org/10.2166/nh.2013.180)

likelihood ratio test

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Markov modulated Poisson process models incorporating covariates for rainfall intensity. Water Science & Technology, 67 (8). pp. 1786-1792. ISSN 0273-1223 (doi:https://doi.org/10.2166/wst.2013.056)

Markov modulated Poisson process

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Multivariate models for rainfall based on Markov modulated Poisson processes. Hydrology Research, 44 (4). pp. 631-643. ISSN 0029-1277 (Print), 2224-7955 (Online) (doi:https://doi.org/10.2166/nh.2013.180)

maximum likelihood

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Thayakaran, R. and Onof, C. (2012) Multi-site doubly stochastic Poisson process models for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 27 (6). pp. 1383-1396. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-012-0674-x)

MMPP

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Markov modulated Poisson process models incorporating covariates for rainfall intensity. Water Science & Technology, 67 (8). pp. 1786-1792. ISSN 0273-1223 (doi:https://doi.org/10.2166/wst.2013.056)

Moment properties

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2016) Doubly stochastic Poisson pulse model for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 31 (3). pp. 705-724. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-016-1270-2)

multi-site models

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Thayakaran, R. and Onof, C. (2012) Multi-site doubly stochastic Poisson process models for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 27 (6). pp. 1383-1396. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-012-0674-x)

Point process

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2016) Doubly stochastic Poisson pulse model for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 31 (3). pp. 705-724. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-016-1270-2)

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Multivariate models for rainfall based on Markov modulated Poisson processes. Hydrology Research, 44 (4). pp. 631-643. ISSN 0029-1277 (Print), 2224-7955 (Online) (doi:https://doi.org/10.2166/nh.2013.180)

Ramesh, N. I. ORCID: 0000-0001-6373-2557 and Thayakaran, R. (2012) Stochastic point process model for fine-scale rainfall time series. In: Proceedings of the international conference on stochastic modelling techniques and data analysis. Electronic proceedings, pp. 635-642.

Precipitation

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2016) Doubly stochastic Poisson pulse model for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 31 (3). pp. 705-724. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-016-1270-2)

rainfall data

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Onof, C. and Thayakaran, R. (2014) Models for fine-scale precipitation relevant to urban catchment applications. In: European Geosciences Union (EGU) General Assembly, 27 April – 2 May 2014, Vienna, Austria.

Rainfall generator

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2016) Doubly stochastic Poisson pulse model for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 31 (3). pp. 705-724. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-016-1270-2)

rainfall intensity

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Markov modulated Poisson process models incorporating covariates for rainfall intensity. Water Science & Technology, 67 (8). pp. 1786-1792. ISSN 0273-1223 (doi:https://doi.org/10.2166/wst.2013.056)

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Multivariate models for rainfall based on Markov modulated Poisson processes. Hydrology Research, 44 (4). pp. 631-643. ISSN 0029-1277 (Print), 2224-7955 (Online) (doi:https://doi.org/10.2166/nh.2013.180)

rainfall modelling

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Thayakaran, R. and Onof, C. (2012) Multi-site doubly stochastic Poisson process models for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 27 (6). pp. 1383-1396. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-012-0674-x)

Rainfall pulse

Ramesh, N. I. ORCID: 0000-0001-6373-2557 and Thayakaran, R. (2012) Stochastic point process model for fine-scale rainfall time series. In: Proceedings of the international conference on stochastic modelling techniques and data analysis. Electronic proceedings, pp. 635-642.

Stochastic models

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2016) Doubly stochastic Poisson pulse model for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 31 (3). pp. 705-724. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-016-1270-2)

Ramesh, N. I. ORCID: 0000-0001-6373-2557 and Thayakaran, R. (2012) Stochastic point process model for fine-scale rainfall time series. In: Proceedings of the international conference on stochastic modelling techniques and data analysis. Electronic proceedings, pp. 635-642.

Stochastic point processes

Ramesh, N.I. ORCID: 0000-0001-6373-2557 , Onof, C. and Thayakaran, R. (2014) Models for fine-scale precipitation relevant to urban catchment applications. In: European Geosciences Union (EGU) General Assembly, 27 April – 2 May 2014, Vienna, Austria.

Sub-hourly rainfall

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2016) Doubly stochastic Poisson pulse model for fine-scale rainfall. Stochastic Environmental Research and Risk Assessment, 31 (3). pp. 705-724. ISSN 1436-3240 (Print), 1436-3259 (Online) (doi:https://doi.org/10.1007/s00477-016-1270-2)

tip times

Thayakaran, R. and Ramesh, N.I. ORCID: 0000-0001-6373-2557 (2013) Markov modulated Poisson process models incorporating covariates for rainfall intensity. Water Science & Technology, 67 (8). pp. 1786-1792. ISSN 0273-1223 (doi:https://doi.org/10.2166/wst.2013.056)