Simulating Small‐Scale Rainfall Fields Conditioned by Weather State and Elevation: A Data‐Driven Approach Based on Rainfall Radar Images

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Water Resources Research

• Publication date

  2017-10-01

• Fields of study

  Geology, Environmental Science

• Identifiers
  DOI 10.1002/2017WR020876
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A Practical Guide

  2023cited by this paper
• Scaling precipitation extremes with temperature in the Mediterranean: past climate assessment and projection in anthropogenic scenarios

  2018cited by this paper
• Spatial variability of extreme rainfall at radar subpixel scale

  2018cited by this paper
• Simulating rainfall time-series: how to account for statistical variability at multiple scales?

  2018influential reference
• Generating synthetic rainfall with geostatistical simulations

  2017cited by this paper
• Improving radar rainfall estimation by merging point rainfall measurements within a model combination framework

  2016cited by this paper
• Flood risk reduction and flow buffering as ecosystem services: A flow persistence indicator for watershed health

  2016cited by this paper
• Comparing Intensity–Duration–Frequency curves derived from CMORPH and radar rainfall estimates over the Eastern Mediterranean

  2016cited by this paper
• Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results

  2016cited by this paper
• Space–time organization of debris flows-triggering rainfall and its effect on the identification of the rainfall threshold relationship

  2016cited by this paper
• Stochastic simulation of rainfall and climate variables using the direct sampling technique

  2015influential reference
• Use of radar QPE for the derivation of Intensity–Duration–Frequency curves in a range of climatic regimes

  2015cited by this paper
• A space and time scale‐dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature

  2015cited by this paper
• An Observation-Based Investigation of Nudging in WRF for Downscaling Surface Climate Information to 12-km Grid Spacing

  2014cited by this paper
• Simulation of rainfall time series from different climatic regions using the direct sampling technique

  2014influential reference
• Stochastic convective rain‐field simulation using a high‐resolution synoptically conditioned weather generator (HiReS‐WG)

  2014cited by this paper
• Statistical framework to simulate daily rainfall series conditional on upper‐air predictor variables

  2014cited by this paper
• Influence of topography on rainfall variability in Santiago Island, Cape Verde

  2014cited by this paper
• Radar rainfall estimation for the identification of debris-flow occurrence thresholds

  2014cited by this paper
• Real‐time radar–rain‐gauge merging using spatio‐temporal co‐kriging with external drift in the alpine terrain of Switzerland

  2014cited by this paper
• Space‐time simulation of intermittent rainfall with prescribed advection field: Adaptation of the turning band method

  2013cited by this paper
• Strong increase in convective precipitation in response to higher temperatures

  2013cited by this paper
• Nonstationarity in Intermittent Rainfall: The “Dry Drift”

  2013influential reference
• A practical guide to performing multiple-point statistical simulations with the Direct Sampling algorithm

  2013cited by this paper
• Optimal Rainfall Estimation by Considering Elevation in the Han River Basin, South Korea

  2013cited by this paper
• A stochastic model for high‐resolution space‐time precipitation simulation

  2013cited by this paper
• Interpolation of precipitation under topographic influence at different time scales

  2013cited by this paper
• Diurnal rainfall variability over the Upper Blue Nile Basin: A remote sensing based approach

  2013cited by this paper
• Configuration and Evaluation of the WRF Model for the Study of Hawaiian Regional Climate

  2012cited by this paper
• Evaluation of WRF Mean and Extreme Precipitation over Spain: Present Climate (1970–99)

  2012cited by this paper
• Optimal Rain Gauge Network Design and Spatial Precipitation Mapping Based on Geostatistical Analysis from Colocated Elevation and Humidity Data

  2012cited by this paper
• Convective rain cells: Radar-derived spatiotemporal characteristics and synoptic patterns over the eastern Mediterranean

  2012cited by this paper
• Conditioning Facies Simulations with Connectivity Data

  2011cited by this paper
• An Operational Weather Radar–Based Quantitative Precipitation Estimation and its Application in Catchment Water Resources Modeling

  2011cited by this paper
• Flash flood forecasting, warning and risk management: the HYDRATE project

  2011cited by this paper
• Swiss Climate Change Scenarios CH2011

  2011cited by this paper
• Reconstructing missing daily precipitation data using regression trees and artificial neural networks for SWAT streamflow simulation.

  2010cited by this paper
• Hydrologic response of a semi-arid watershed to spatial and temporal characteristics of convective rain cells

  2010cited by this paper
• Modeling Radar Rainfall Estimation Uncertainties: Random Error Model

  2010cited by this paper
• Reconstruction of Incomplete Data Sets or Images Using Direct Sampling

  2010cited by this paper
• Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user

  2010cited by this paper
• The Direct Sampling method to perform multiple‐point geostatistical simulations

  2010cited by this paper
• Conditioning Stochastic Rainfall Replicates on Remote Sensing Data

  2009cited by this paper
• A non-parametric automatic blending methodology to estimate rainfall fields from rain gauge and radar data

  2009cited by this paper
• REAL—Ensemble radar precipitation estimation for hydrology in a mountainous region

  2009cited by this paper
• Ensemble flood forecasting with stochastic radar image extrapolation and a distributed hydrologic model

  2009cited by this paper
• Distributed hydrologic and hydraulic modelling with radar rainfall input: Reconstruction of the 8–9 September 2002 catastrophic flood event in the Gard region, France

  2009cited by this paper
• UK Climate Projections science report: Projections of future daily climate for the UK from the Weather Generator

  2009cited by this paper
• Climatic trends in Israel 1970–2002: warmer and increasing aridity inland

  2009cited by this paper
• Evaluation of a WRF dynamical downscaling simulation over California

  2008cited by this paper
• A resampling scheme for regional climate simulations and its performance compared to a dynamical RCM

  2008cited by this paper
• A daily weather generator for use in climate change studies

  2007cited by this paper
• Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling

  2007cited by this paper
• Statistical downscaling of precipitation for a selection of sites in Ireland employing a generalised linear modelling approach

  2007cited by this paper
• Statistical downscaling of precipitation through nonhomogeneous stochastic weather typing

  2007cited by this paper
• Generalized linear modeling approach to stochastic weather generators

  2007cited by this paper
• Stochastic space‐time regional rainfall modeling adapted to historical rain gauge data

  2006cited by this paper
• The significance of spatial rainfall representation for flood runoff estimation : A numerical evaluation based on the Lee catchment, UK

  2006cited by this paper
• Rainfall stochastic modeling for runoff forecasting

  2006cited by this paper
• Spatial‐temporal rainfall simulation using generalized linear models

  2005cited by this paper
• Combining radar and rain gauge rainfall estimates using conditional merging

  2005cited by this paper
• Geostatistical methods for prediction of spatial variability of rainfall in a mountainous region

  2005cited by this paper
• A weather-type conditioned multi-site stochastic rainfall model for the generation of scenarios of climatic variability and change

  2005cited by this paper
• Synoptic climatological analysis of ‘wet’ and ‘dry’ Red Sea Troughs over Israel

  2005cited by this paper
• Radar rainfall image repair techniques

  2004cited by this paper
• Impacts of parametric and radar rainfall uncertainty on the ensemble streamflow simulations of a distributed hydrologic model

  2004cited by this paper
• Spatial characteristics of thunderstorm rainfall fields and their relation to runoff

  2003cited by this paper
• Prospects for downscaling seasonal precipitation variability using conditioned weather generator parameters

  2002cited by this paper
• Statistical downscaling relationships for precipitation in the Netherlands and North Germany

  2002cited by this paper
• Synoptic climatology of major floods in the Negev Desert, Israel

  2002cited by this paper
• Influence of rainfall spatial variability on flood prediction

  2002cited by this paper
• Self-organizing maps: applications to synoptic climatology

  2002cited by this paper
• Multisite simulation of daily precipitation and temperature in the Rhine Basin by nearest‐neighbor resampling

  2001cited by this paper
• A Bayesian technique for conditioning radar precipitation estimates to rain-gauge measurements

  2001cited by this paper
• Rainfall modelling using Poisson-cluster processes: a review of developments

  2000cited by this paper
• Applications: Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall

  2000cited by this paper
• A weather generator for obtaining daily precipitation scenarios based on circulation patterns

  1999cited by this paper
• A non‐homogeneous hidden Markov model for precipitation occurrence

  1999cited by this paper
• A Linear Stochastic Model of a GCM’s Midlatitude Storm Tracks

  1999cited by this paper
• MODELLING THE EFFECTS OF SPATIAL VARIABILITY IN RAINFALL ON CATCHMENT RESPONSE. : 1. FORMULATION AND CALIBRATION OF A STOCHASTIC RAINFALL FIELD MODEL

  1996cited by this paper
• Impact of small-scale spatial rainfall variability on runoff modeling

  1995cited by this paper
• Color indexing

  1991cited by this paper
• Application of kriging technique to areal precipitation mapping in Arizona

  1990cited by this paper
• EFFECT OF STORM RAINFALL INTENSITY PATTERNS ON SURFACE RUNOFF

  1988cited by this paper
• Rain Measurement by Raingage-Radar Combination: A Geostatistical Approach

  1988cited by this paper
• Cokriging radar‐rainfall and rain gage data

  1987cited by this paper
• On the influence of the spatial distribution of rainfall on storm runoff

  1979cited by this paper
• A stochastic kinematic study of subsynoptic space‐time rainfall

  1979cited by this paper
• A stochastic model of runoff-producing rainfall for summer type storms

  1972cited by this paper

• chessQS: An efficient tile-based gap-filling method for large and complex remote sensing images

  2026cites this paper
• Multiple-point geostatistics-based spatial downscaling of heavy rainfall fields

  2024cites this paper
• Direct Sampling for Spatially Variable Extreme Event Generation in Resampling‐Based Stochastic Weather Generators

  2023cites this paper
• A review of geostatistical simulation models applied to satellite remote sensing: Methods and applications

  2021cites this paper
• Long Term Monitoring and Connection between Topography and Cloud Cover Distribution in Serbia

  2021cites this paper
• An application of multiple‐point statistics downscaling approach over North‐West Himalayas in avalanche‐prone areas

  2021cites this paper
• Intensity-duration-frequency of maximum rainfall in Mato Grosso State

  2020cites this paper
• Missing Data Imputation for Multisite Rainfall Networks: A Comparison between Geostatistical Interpolation and Pattern-Based Estimation on Different Terrain Types

  2020cites this paper
• Downscaling Multispectral Satellite Images Without Colocated High-Resolution Data: A Stochastic Approach Based on Training Images

  2020cites this paper
• revised version of manuscript titled 1 “QuickSampling v1.0: a robust and simplified pixel-2 based multiple-point simulation approach”

  2020cites this paper
• A Tree‐Based Direct Sampling Method for Stochastic Surface and Subsurface Hydrological Modeling

  2020cites this paper
• QuickSampling v1.0: a robust and simplified pixel-based multiple-point simulation approach

  2020cites this paper
• Downscaling Images with Trends Using Multiple-Point Statistics Simulation: An Application to Digital Elevation Models

  2019cites this paper
• Evaluating hydrological changes in semi-arid West Africa : Detection of past trends in extremes and framework for modeling the future

  2019cites this paper
• A new methodology to train fracture network simulation using multiple-point statistics

  2019cites this paper
• Analogue-based colorization of remote sensing images using textural information

  2019cites this paper
• Direct Sampling for Extreme Events Generation and Spatial Variability Enhancement of Weather Generators

  year unknowncites this paper
• Direct Sampling for extreme weather generation

  year unknowncites this paper