Articles | Volume 17, issue 5
https://doi.org/10.5194/hess-17-1913-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-17-1913-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Evaluation of numerical weather prediction model precipitation forecasts for short-term streamflow forecasting purpose
D. L. Shrestha
CSIRO Land and Water, Highett, Australia
D. E. Robertson
CSIRO Land and Water, Highett, Australia
Q. J. Wang
CSIRO Land and Water, Highett, Australia
T. C. Pagano
Bureau of Meteorology, Melbourne, Australia
H. A. P. Hapuarachchi
Bureau of Meteorology, Melbourne, Australia
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94 citations as recorded by crossref.
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- Assessment of the capability of modern reanalyses to simulate precipitation in warm months using adjusted radar precipitation V. Bližňák et al.
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- Forecasting of compound ocean-fluvial floods using machine learning S. Moradian et al.
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- A System for Continuous Hydrological Ensemble Forecasting (SCHEF) to lead times of 9 days J. Bennett et al.
- An assimilation test of Doppler radar reflectivity and radial velocity from different height layers in improving the WRF rainfall forecasts J. Tian et al.
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- Hypothesis testing for performance evaluation of probabilistic seasonal rainfall forecasts K. Cheng et al.
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94 citations as recorded by crossref.
- Prediction of daily rainfall by a hybrid wavelet-season-neuro technique A. Altunkaynak & T. Nigussie
- The role of spatial scale in drought monitoring and early warning systems: a review J. Mardian
- A Multi-Criteria Analysis Approach to Identify Flood Risk Asset Damage Hotspots in Western Australia P. Wongthongtham et al.
- Access to Risk Mitigating Weather Forecasts and Changes in Farming Operations in East and West Africa: Evidence from a Baseline Survey A. Oyekale
- Moisture channels and pre-existing weather systems for East Asian rain belts T. Cheng et al.
- Informing Stochastic Streamflow Generation by Large-Scale Climate Indices at Single and Multiple Sites M. Zaerpour et al.
- Evaluation of Deep-Learning-Based Very Short-Term Rainfall Forecasts in South Korea S. Oh et al.
- Assessment of Hydrology and Sediment Yield in the Mekong River Basin Using SWAT Model T. Sok et al.
- Role of Electrical Effects in Intensifying Rainfall Rates in the Tropics D. Mudiar et al.
- Long and short-term perspectives on space–time landslide modelling T. Wang et al.
- Forecasting daily reference evapotranspiration for Australia using numerical weather prediction outputs K. Perera et al.
- A tolerant hydrologic technique for real-time selection of optimum QPFs from NWPMs for flood warning applications M. Salah et al.
- Toward an object-based assessment of high-resolution forecasts of long-lived convective precipitation in the central U.S. J. Bytheway & C. Kummerow
- Weather systems influencing Botswana rainfall: the case of 9 December 2018 storm in Mahalapye, Botswana O. Moses
- Assessment of the capability of modern reanalyses to simulate precipitation in warm months using adjusted radar precipitation V. Bližňák et al.
- Real-time simulation of surface water and groundwater with data assimilation X. He et al.
- Effective training strategies for deep-learning-based precipitation nowcasting and estimation J. Ko et al.
- Assessing the impacts of climate change on precipitation through a hybrid method of machine learning and discrete wavelet transform techniques, case study: Cork, Ireland S. Moradian et al.
- Bridging the Gap: Enhancing Storm Surge Prediction and Decision Support with Bidirectional Attention-Based LSTM V. Ian et al.
- The Evaluation of Rainfall Forecasting in a Global Navigation Satellite System-Assisted Numerical Weather Prediction Model H. Guo et al.
- An Improved Flood Susceptibility Assessment in Jeddah, Saudi Arabia, Using Advanced Machine Learning Techniques A. Ghanim et al.
- Improving Radar Echo Lagrangian Extrapolation Nowcasting by Blending Numerical Model Wind Information: Statistical Performance of 16 Typhoon Cases K. Chung & I. Yao
- How reliable are TIGGE daily deterministic precipitation forecasts over different climate and topographic conditions of Iran? S. Amini et al.
- Post-processing rainfall forecasts from numerical weather prediction models for short-term streamflow forecasting D. Robertson et al.
- Assessment of wind products obtained from multiple microwave scatterometers over the China Seas Z. Wang & C. Zhao
- Evaluation of quantitative precipitation forecast in five Indian river basins A. Singh et al.
- Assessing Weather Research and Forecasting (WRF) Model Parameterization Schemes Skill to Simulate Extreme Rainfall Events over Dar es Salaam on 21 December 2011 T. Ngailo et al.
- An evaluation of numerical weather prediction based rainfall forecasts M. Shahrban et al.
- Consistency Between Convection Allowing Model Output and Passive Microwave Satellite Observations J. Bytheway & C. Kummerow
- Distinguishing high and low flow domains in urban drainage systems 2 days ahead using numerical weather prediction ensembles V. Courdent et al.
- Performance of the WRF model in simulating intense precipitation events over the Hanjiang River Basin, China – A multi-physics ensemble approach Q. Yang et al.
- Ensemble forecasting of short‐term system scale irrigation demands using real‐time flow data and numerical weather predictions K. Perera et al.
- Dynamical downscaling: Fundamental issues from an NWP point of view and recommendations S. Hong & M. Kanamitsu
- Forecasting wildlife die‐offs from extreme heat events H. Ratnayake et al.
- Quality of Local Scale Surface Weather Analogs in Two Climatologically and Geographically Distinct Mountainous Regions D. Singh & A. Kumar
- Toward an object‐based assessment of high‐resolution forecasts of long‐lived convective precipitation in the central U.S. J. Bytheway & C. Kummerow
- A gain–loss framework based on ensemble flow forecasts to switch the urban drainage–wastewater system management towards energy optimization during dry periods V. Courdent et al.
- Evaluation of TIGGE Daily Accumulated Precipitation Forecasts over the Qu River Basin, China L. Liu et al.
- Performance Evaluation of the Canadian Precipitation Analysis (CaPA) F. Lespinas et al.
- Kısa Dönemli Hidrolojik Tahmin Sistemi Uygulaması G. UYSAL et al.
- Real Time Control of Rainwater Harvesting Systems: The Benefits of Increasing Rainfall Forecast Window W. Xu et al.
- Predicting temperature variability in major Indian cities using Random Forest Regression (RFR) Model A. Alone et al.
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- Evaluation of ensemble precipitation forecasts generated through post-processing in a Canadian catchment S. Jha et al.
- Development in flood forecasting: A comprehensive review of complex and machine learning models S. Refadah
- Advancing very short-term rainfall prediction with blended U-Net and partial differential approaches J. Ha & J. Park
- Calibration of precipitation forecasts from NWP models for ungauged locations Y. Du et al.
- Estimation of Diffusional Growth Rate and Reassessing Existing Parameterizations for Monsoon Precipitating Clouds: A Process-Based Approach M. Bhowmik et al.
- Statistical Post-Processing for Precipitation Forecast Through Deep Learning Coupling Large-Scale and Local-Scale Spatiotemporal Information T. Zhang et al.
- Post-Processing and Evaluation of Precipitation Ensemble Forecast under Multiple Schemes in Beijiang River Basin X. Chen et al.
- Estimation of predictive hydrologic uncertainty using the quantile regression and UNEEC methods and their comparison on contrasting catchments N. Dogulu et al.
- Feasibility of model output statistics (MOS) for improving the quantitative precipitation forecasts of IMD GFS model A. Madhulatha et al.
- A systematic review of prediction methods for emergency management D. Huang et al.
- An integrated error parameter estimation and lag-aware data assimilation scheme for real-time flood forecasting Y. Li et al.
- Statistical characteristics of storm cells and centroid-based probability nowcasts by tracking error K. Chung et al.
- Assessing Entropy-based Bayesian Model Averaging Method for Probabilistic Precipitation Forecasting
- Forecasting of compound ocean-fluvial floods using machine learning S. Moradian et al.
- Optimizing the performance of novel intelligent models by integrating metaheuristic algorithms for flood probability estimation P. Zhang et al.
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- Study on the Applicability of NMCP Precipitation Forecast—A Case Study of the Nuomin River in Liaoning Province 伟. 赵
- Describing the impacts of the extreme weather event on plants communities in Cibodas Botanic Gardens I. Hidayat
- Short‐Term Precipitation Forecast Based on the PERSIANN System and LSTM Recurrent Neural Networks A. Akbari Asanjan et al.
- Performance of the WRF model in simulating convective rainfall events in the humid subtropical monsoon climate region—Poyang Lake basin J. Wu et al.
- Investigating the efficacy of a new symmetric index of agreement for evaluating WRF simulated summer monsoon rainfall over northeast India A. Chakravorty et al.
- Assessing forecasting models on prediction of the tropical cyclone Dineo and the associated rainfall over Botswana O. Moses & S. Ramotonto
- Comprehensive Review: Advancements in Rainfall-Runoff Modelling for Flood Mitigation M. Jehanzaib et al.
- Improving Precipitation Forecasts by Generating Ensembles through Postprocessing D. Shrestha et al.
- Simulation-Based Schemes to Determine Economical Irrigation Depths Considering Volumetric Water Price and Weather Forecasts H. Abd El Baki et al.
- Impact of the Sea Surface Salinity on Simulated Precipitation in a Global Numerical Weather Prediction Model E. Lee & S. Hong
- Comparative study of very short-term flood forecasting using physics-based numerical model and data-driven prediction model F. Hussain et al.
- Error reduction and representation in stages (ERRIS) in hydrological modelling for ensemble streamflow forecasting M. Li et al.
- Analog ensemble (AE) systems for real time quantitative precipitation forecasts (QPFs) for different forecast lead times at local scale over the north-west Himalaya (NWH), India D. Singh & A. Kumar
- A Bernoulli-Gamma hierarchical Bayesian model for daily rainfall forecasts C. Lima et al.
- Flood Prediction Using Machine Learning Models: Literature Review A. Mosavi et al.
- A System for Continuous Hydrological Ensemble Forecasting (SCHEF) to lead times of 9 days J. Bennett et al.
- An assimilation test of Doppler radar reflectivity and radial velocity from different height layers in improving the WRF rainfall forecasts J. Tian et al.
- The challenge of forecasting high streamflows 1–3 months in advance with lagged climate indices in southeast Australia J. Bennett et al.
- Precipitation Forecast Contribution Assessment in the Coupled Meteo-Hydrological Models A. Jabbari et al.
- Evaluation of Subseasonal-to-Seasonal (S2S) precipitation forecast from the North American Multi-Model ensemble phase II (NMME-2) over the contiguous U.S. L. Zhang et al.
- Calibrating hourly rainfall-runoff models with daily forcings for streamflow forecasting applications in meso-scale catchments J. Bennett et al.
- Effect of Turbulence Parameterization on Assessment of Cloud Organization L. Machado & J. Chaboureau
- Operational hydrological forecasting during the IPHEx-IOP campaign – Meet the challenge J. Tao et al.
- Understanding the dynamics of 2024 extreme heat event in India: Spatial variability, hydrometeorological impacts, and model evaluation A. Verma et al.
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- Evaluation of medium-range ensemble flood forecasting based on calibration strategies and ensemble methods in Lanjiang Basin, Southeast China L. Liu et al.
- Evaluation of Doppler radar and GTS data assimilation for NWP rainfall prediction of an extreme summer storm in northern China: from the hydrological perspective J. Liu et al.
- Evaluation of solar irradiance forecasting skills of the Australian Bureau of Meteorology’s ACCESS models B. Joshi et al.
- The development of a road network flood risk detection model using optimised ensemble learning B. Abu-Salih et al.
- Deriving rainfall thresholds for landsliding at the regional scale: daily and hourly resolutions, normalisation, and antecedent rainfall E. Leonarduzzi & P. Molnar
- Hypothesis testing for performance evaluation of probabilistic seasonal rainfall forecasts K. Cheng et al.
- Symmetry of Energy Divergence Anomalies Associated with the El Niño-Southern Oscillation E. Kutta et al.
- High-Resolution Dynamical Downscaling of ERA-Interim Using the WRF Regional Climate Model for the Area of Poland. Part 1: Model Configuration and Statistical Evaluation for the 1981–2010 Period M. Kryza et al.
- Evaluation of wintertime precipitation forecasts over the Australian Snowy Mountains Y. Huang et al.
- The dominant synoptic patterns under which frequent extreme hourly rainfall events occurred over Southwest China during the warm seasons of 1981–2020 R. Jiang et al.
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