Evaluation of the CMORPH high-resolution precipitation product for hydrological applications over South Korea
نویسندگان
چکیده
The use of a high-resolution satellite-based precipitation product on global-scale is attractive to hydrological applications. However, it should be systematically evaluated from various perspectives as the quality property dependent geographical and topographical features region. This study aims comprehensively assess Climate Prediction Center morphing technique (CMORPH) over South Korea. Two evaluation approaches, general using statistical metrics detection (to measure skill in detecting non-precipitation) categorical metrics, are employed based an 18-year long-term period record. As result, CMORPH tended underestimate Korea, level underestimation varied with seasons regions. overall was adequate for applications that require data at annual-to-daily resolution but not hourly resolution. Skill storm event 60% rain-gauge data, accuracies total volume peak value were 45% 40%, respectively. coastal regions islands good inland areas low altitudes. accuracy wet season better than dry/winter season. Notably, suitable snowfall data. Ultimately, needs correction process local measurement systems enhancing
منابع مشابه
Hydrological Utility and Uncertainty of Multi-Satellite Precipitation Products in the Mountainous Region of South Korea
Satellite-derived precipitation can be a potential source of forcing data for assessing water availability and managing water supply in mountainous regions of East Asia. This study investigates the hydrological utility of satellite-derived precipitation and uncertainties attributed to error propagation of satellite products in hydrological modeling. To this end, four satellite precipitation pro...
متن کاملEvaluation of three high-resolution satellite precipitation estimates: Potential for monsoon monitoring over Pakistan
Multi-sensor precipitation datasets including two products from the Tropical Rainfall Measuring Mission (TRMM) Multi-satellite Precipitation Analysis (TMPA) and estimates from Climate Prediction Center Morphing Technique (CMORPH) product were quantitatively evaluated to study the monsoon variability over Pakistan. Several statistical and graphical techniques are applied to illustrate the noncon...
متن کاملMulti-scale evaluation of high-resolution multi-sensor blended global precipitation products over the Yangtze River
In the present study, four high-resolution multi-sensor blended precipitation products, TRMM Multisatellite Precipitation Analysis (TMPA) research product (3B42 V7) and near real-time product (3B42 RT), Climate Prediction Center MORPHing technique (CMORPH) and Precipitation Estimation from Remotely Sensed Information using Artificial Neural Networks (PERSIANN), are evaluated over the Yangtze Ri...
متن کاملEvaluation of Eta Model seasonal precipitation forecasts over South America
Seasonal forecasts run by the Eta Model over South America were evaluated with respect to precipitation predictability at different time scales, seasonal, monthly and weekly for one-year period runs. The model domain was configured over most of South America in 40 km horizontal resolution and 38 layers. The lateral boundary conditions were taken from CPTEC GCM forecasts at T62L28. The sea surfa...
متن کاملHigh-resolution ensemble rainfall forecasts in urban hydrological applications
The use of Quantitative Precipitation Forecasts (QPFs) enables to improve the real-time control of urban drainage systems by extending the time available to prevent critical situations such as flooding or sewer overflow [1-5]. Often, these are caused by rainfall events developing within a short period of time, and therefore, short term rainfall forecasts with lead time less than 3 hours are mos...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Atmospheric Research
سال: 2021
ISSN: ['1873-2895', '0169-8095']
DOI: https://doi.org/10.1016/j.atmosres.2021.105650