An Error Model for Uncertainty Quantification in High-Time-Resolution Precipitation Products
暂无分享,去创建一个
Yudong Tian | Viviana Maggioni | Robert F. Adler | George J. Huffman | Mathew R. P. Sapiano | V. Maggioni | M. Sapiano | G. Huffman | R. Adler | Yudong Tian
[1] P. McCullagh,et al. Generalized Linear Models , 1972, Predictive Analytics.
[2] David T. Bolvin,et al. Improving the global precipitation record: GPCP Version 2.1 , 2009 .
[3] Witold F. Krajewski,et al. Error Uncertainty Analysis of GPCP Monthly Rainfall Products: A Data-Based Simulation Study , 2003 .
[4] Faisal Hossain,et al. Assessment of a multidimensional satellite rainfall error model for ensemble generation of satellite rainfall data , 2006, IEEE Geoscience and Remote Sensing Letters.
[5] E. Anagnostou,et al. The Impact of Rainfall Error Characterization on the Estimation of Soil Moisture Fields in a Land Data Assimilation System , 2012 .
[6] Y. Hong,et al. Investigating the Applicability of Error Correction Ensembles of Satellite Rainfall Products in River Flow Simulations , 2013 .
[7] Ali Behrangi,et al. On the quantification of oceanic rainfall using spaceborne sensors , 2012 .
[8] Faisal Hossain,et al. Assessment of current passive-microwave- and infrared-based satellite rainfall remote sensing for flood prediction , 2004 .
[9] J. Janowiak,et al. The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present) , 2003 .
[10] I. Rodríguez‐Iturbe,et al. The design of rainfall networks in time and space , 1974 .
[11] F. Atger. Verification of intense precipitation forecasts from single models and ensemble prediction systems , 2001 .
[12] Yang Hong,et al. Flood and landslide applications of near real-time satellite rainfall products , 2007 .
[13] Jose Maliekal,et al. The Uncertainty of Simple Spatial Averages Using Rain Gauge Networks , 1995 .
[14] V. Kousky,et al. Assessing objective techniques for gauge‐based analyses of global daily precipitation , 2008 .
[15] Witold F. Krajewski,et al. Evaluation of the research version TMPA three‐hourly 0.25° × 0.25° rainfall estimates over Oklahoma , 2007 .
[16] Wade T. Crow,et al. An approach to quantifying the efficiency of a Bayesian filter , 2013 .
[17] Dara Entekhabi,et al. A remote sensing observatory for hydrologic sciences: A genesis for scaling to continental hydrology , 2006 .
[18] D. Goodrich,et al. Assessing Satellite-Based Rainfall Estimates in Semiarid Watersheds Using the USDA-ARS Walnut Gulch Gauge Network and TRMM PR , 2012 .
[19] Christian D. Kummerow,et al. Global Precipitation Measurement , 2008 .
[20] Russell L. Martin,et al. Sampling errors for satellite-derived tropical rainfall - Monte Carlo study using a space-time stochastic model , 1990 .
[21] D. Lettenmaier,et al. Hydrologic Implications of Dynamical and Statistical Approaches to Downscaling Climate Model Outputs , 2004 .
[22] K. Beven,et al. Cascading model uncertainty from medium range weather forecasts (10 days) through a rainfall-runoff model to flood inundation predictions within the European Flood Forecasting System (EFFS) , 2005 .
[23] Bart Nijssen,et al. Global Retrospective Estimation of Soil Moisture Using the Variable Infiltration Capacity Land Surface Model, 1980–93 , 2001 .
[24] A. Barnston. Correspondence among the correlation, RMSE, and Heidke forecast verification measures; refinement of the Heidke score , 1992 .
[25] M. Gebremichael,et al. Nonparametric error model for a high resolution satellite rainfall product , 2011 .
[26] D. Stephenson,et al. Diagnosis of Variability and Trends in a Global Precipitation Dataset Using a Physically Motivated Statistical Model , 2006 .
[27] J. Janowiak,et al. COMPARISON OF NEAR-REAL-TIME PRECIPITATION ESTIMATES FROM SATELLITE OBSERVATIONS AND NUMERICAL MODELS , 2007 .
[28] Simon J. Godsill,et al. On sequential Monte Carlo sampling methods for Bayesian filtering , 2000, Stat. Comput..
[29] Witold F. Krajewski,et al. Initial Validation of the Global Precipitation Climatology Project Monthly Rainfall over the United States , 2000 .
[30] Phillip A. Arkin,et al. An Intercomparison and Validation of High-Resolution Satellite Precipitation Estimates with 3-Hourly Gauge Data , 2009 .
[31] P. McCullagh,et al. Generalized Linear Models , 1992 .
[32] Yudong Tian,et al. Multitemporal Analysis of TRMM-Based Satellite Precipitation Products for Land Data Assimilation Applications , 2007 .
[33] F. Hossain,et al. Investigating Error Metrics for Satellite Rainfall Data at Hydrologically Relevant Scales , 2008 .
[34] R. Moore,et al. Rainfall and sampling uncertainties: A rain gauge perspective , 2008 .
[35] Witold F. Krajewski,et al. Characterization of the temporal sampling error in space‐time‐averaged rainfall estimates from satellites , 2004 .
[36] Yudong Tian,et al. Modeling errors in daily precipitation measurements: Additive or multiplicative? , 2013 .
[37] David R. Legates,et al. A climatology of global precipitation , 1987 .
[38] R. Buizza,et al. Flood forecasting using medium-range probabilistic weather prediction , 2005 .
[39] Witold F. Krajewski,et al. Analysis and modeling of spatial correlation structure in small-scale rainfall in Central Oklahoma , 2006 .
[40] George J. Huffman,et al. Estimates of Root-Mean-Square Random Error for Finite Samples of Estimated Precipitation , 1997 .
[41] Emmanouil N. Anagnostou,et al. The Effect of Satellite Rainfall Error Modeling on Soil Moisture Prediction Uncertainty , 2011 .
[42] Faisal Hossain,et al. Benchmarking High-Resolution Global Satellite Rainfall Products to Radar and Rain-Gauge Rainfall Estimates , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[43] Gary E. Johnson,et al. The Role of NOAA Satellite Data in Drought Early Warning and Monitoring: Selected Case Studies , 1993 .
[44] Y. Hong,et al. The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales , 2007 .
[45] Faisal Hossain,et al. Understanding the Dependence of Satellite Rainfall Uncertainty on Topography and Climate for Hydrologic Model Simulation , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[46] Modeling distribution of temporal sampling errors in area-time-averaged rainfall estimates , 2005 .
[47] Matthias Steiner,et al. Comparison of Two Methods for Estimating the Sampling-Related Uncertainty of Satellite Rainfall Averages Based on a Large Radar Dataset , 2003 .
[48] Faisal Hossain,et al. A first approach to global runoff simulation using satellite rainfall estimation , 2007 .
[49] R. Koster,et al. Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR‐E) and the Scanning Multichannel Microwave Radiometer (SMMR) , 2007 .
[50] G. Huffman,et al. The TRMM Multi-Satellite Precipitation Analysis (TMPA) , 2010 .
[51] Y. Hong,et al. Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response , 2004 .
[52] Wade T. Crow,et al. Performance Metrics for Soil Moisture Retrievals and Application Requirements , 2009 .
[53] B. Liebmann,et al. Daily Precipitation Grids for South America , 2005 .
[54] Christoph Schär,et al. Probabilistic Flood Forecasting with a Limited-Area Ensemble Prediction System: Selected Case Studies , 2007 .
[55] Faisal Hossain,et al. Estimation of Satellite Rainfall Error Variance Using Readily Available Geophysical Features , 2014, IEEE Transactions on Geoscience and Remote Sensing.
[56] Y. Hong,et al. Evaluation of Global Flood Detection Using Satellite-Based Rainfall and a Hydrologic Model , 2012 .
[57] M. Shinoda. Climatology of Global Precipitation : Contributions of Japanese Climatologists , 1996 .