Evaluation of multi‐site precipitation generators across scales
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Climatology"
DOI: 10.1002/joc.6480
Abstract: Precipitation generators that are able to simulate long‐term, continuous rainfall records, with the observed statistics preserved, have shown great utility in numerous hydro‐climatic applications. This study adopts precipitation generators from four open‐source or freely available… read more here.
Keywords: precipitation generators; weather; multi site; rainfall data ... See more keywords
Comparison of dynamical and statistical rainfall downscaling of CMIP5 ensembles at a small urban catchment scale
Sign Up to like & getrecommendations! Published in 2019 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-019-01678-y
Abstract: Downscaling of future projections of climatic variables from global climate models (GCMs) to urban catchment scales is required for stormwater studies as existing GCMs are unable to predict the rainfall at high temporal and spatial… read more here.
Keywords: small urban; urban catchment; climate; rainfall data ... See more keywords
The effect of simple imputations based on four variants of PCA methods on the quantiles of annual rainfall data
Sign Up to like & getrecommendations! Published in 2018 at "Environmental Monitoring and Assessment"
DOI: 10.1007/s10661-018-6913-y
Abstract: Hydrology-related studies often require complete datasets. However, missing data is an unavoidable reality. In this regard, the imputed data could fulfill the same role as the observed ones, while they are uncertain and just estimated.… read more here.
Keywords: annual rainfall; missing values; quantiles annual; rainfall data ... See more keywords
Correcting bias of satellite rainfall data using physical empirical model
Sign Up to like & getrecommendations! Published in 2021 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2020.105430
Abstract: Abstract The provision of high resolution near real-time rainfall data has made satellite rainfall products very potential for monitoring hydrological hazards. However, a major challenge in their direct-use can be problematic due to measurement error.… read more here.
Keywords: real time; gsmap nrt; gsmap; rainfall data ... See more keywords
Posterior Predictive of Bayesian Vector Autoregressive (BVAR) and Adjusting Transformation on the Spatio Temporal Disaggregation Method: Predict Hourly rainfall data at the outsampled Locations
Sign Up to like & getrecommendations! Published in 2019 at "Pakistan Journal of Statistics and Operation Research"
DOI: 10.18187/pjsor.v15i2.2651
Abstract: This research is a development from previous research that has studied the method of spatio temporal disaggregation with State space and adjusting procedures for predicting hourly rainfall based on daily rainfall (Astutik et al, 2013).… read more here.
Keywords: predictive bayesian; spatio temporal; temporal disaggregation; hourly rainfall ... See more keywords
Assessment of TRMM rainfall data for flood modelling in three contrasting catchments in Java, Indonesia
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Hydroinformatics"
DOI: 10.2166/hydro.2023.132
Abstract: This study investigates the use of Tropical Rainfall Measurement Mission's (TRMM) rainfall data for predicting water flows and flood events in three catchments on the island of Java, Indonesia, namely, Ciliwung, Citarum and Bengawan Solo.… read more here.
Keywords: rainfall data; gauge data; rain gauge; rainfall ... See more keywords