[PDF] Top 20 Correction of real time satellite precipitation with satellite soil moisture observations

... NLDAS-VIC soil moisture is taken as truth with zero uncertainty associated with (θ t ∗ ...for real satellite SM retrievals, mean absolute error of which is approximately 3 % ...larger ... See full document

... bias correction and data assimilation using the ensemble Kalman filter (EnKF) as a procedure, dynamically coupled with the conceptual rainfall-runoff Hydrologiska Byråns Vattenbalansavdelning (HBV) model, was ... See full document

... situ observations with reanalysis data (Weedon et ...elevation correction was applied for most ...undercatch correction was applied for precipitation to ensure that the monthly statistics are ... See full document

... of satellite derived soil moisture using the ensemble Kalman Filter (EnKF) can improve soil moisture estimates, particularly for the surface ...in time. Here, assimilating ... See full document

... of soil wetness) of investigated soils a few days before the be- ginning of the main meteorological event which caused the flooding phase within the study ...intense precipitation are forecasted, in fact, ... See full document

... High-resolution satellite precipitation products are very attractive for studying the hydrologic processes in mountainous areas where rain gauges are generally ...high-resolution satellite ... See full document

... The performance of the model running in the determinis- tic mode is illustrated in Fig. 5 and compared to the refer- ence method. The modeled discharge agrees in general quite well with the measured flows. For all the ... See full document

... deep soil layer imposes a single resi- dence time for water in the soil with respect to plant transpi- ration removal, whereas in reality, each soil layer has its own residence time; ... See full document

... hydro-meteorological observations to correct the states or parameters of the model in a data assimilation ...context, satellite soil moisture (SM) products are appealing given the vital role ... See full document

... and soil column (0–100 cm) soil moisture from 14 ESMs that are part of the CMIP5 archive (Table ...simulated precipitation based on different RCP scenarios with the Climatic Research Unit ... See full document

... Passive soil moisture retrievals are based on the dielectric contrast between dry and wet soil that leads to changes in emissivity from ...GCOM-W1 satellite measures brightness temper- ature ... See full document

... cluding soil moisture and vegetation optical depth used in GLEAM to constrain the potential evaporation ...root-zone soil moisture data sets from GLEAM have been widely used in the past to ... See full document

... ded precipitation data and reanalyses with NDVI data, is different from the more common approach where precipita- tion reanalyses are directly compared with precipitation ...sis precipitation minus ... See full document

... five soil moisture products based on satellite-based passive and active microwave ...the soil moisture network deployed in Mali (Sa- hel) in the framework of the African Monsoon ... See full document

... estimating precipitation using satellite images, remote sensing algorithms using satellite technology, on a global scale with temporal and spatial resolutions, respectively less than 3 hours and ... See full document

... C   R   (2-3) Based on the researches, we usually take 10 degrees as θ which is the minimum angle of elevation from satellite to ground. The coverage semi angle of sigle satellite ϕ can be calculated as ... See full document

... ASCAT soil moisture product (Matgen et ...the soil moisture information on much finer scales (through its advisory flags), making it thus a valuable product from a practical point of view ... See full document

... of satellite soil moisture prod- ...lite soil moisture time series and their ...to time series of different satellites as well as different geophysical ...SMOS soil ... See full document

... using observations of altimetry satellite and coastal tide gauges was investigated, and harmonic analysis method was utilized to specify the amplitude and phase of 40 tides components, and the least square ... See full document

... of soil moisture from AMSR-E and CLM for January and October 2004 are shown in ...expected soil moisture responses to these large scale precipitation trends are clearly reflected in ... See full document