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[PDF] Top 20 Streamflow data assimilation for soil moisture analysis

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Streamflow data assimilation for soil moisture analysis

Streamflow data assimilation for soil moisture analysis

... the soil moisture influence on quantity and spatial distribution of precipitation ...zone soil moisture and other land sur- face states (Reichle et ...2009). Soil moisture not ... See full document

12

Assimilation of SMOS brightness temperatures or soil moisture retrievals into a land surface model

Assimilation of SMOS brightness temperatures or soil moisture retrievals into a land surface model

... different data products from the Soil Mois- ture Ocean Salinity (SMOS) mission are assimilated sepa- rately into the Goddard Earth Observing System Model, ver- sion 5 (GEOS-5) to improve estimates of ... See full document

17

Improving soil moisture estimates over the contiguous US using satellite retrievals and ensemble based data assimilation techniques

Improving soil moisture estimates over the contiguous US using satellite retrievals and ensemble based data assimilation techniques

... Figure 9. (a) Unbiased root mean square difference (ubrmsd, m 3 m −3 ) between the ensemble open-loop (eOL) root-zone soil moisture and the SCAN (triangles) and USCRN (circles) stations. Yellow/blue colours ... See full document

29

Improving soil moisture and runoff simulations at 3 km  over Europe using land surface data assimilation

Improving soil moisture and runoff simulations at 3 km over Europe using land surface data assimilation

... this data over other datasets, because of its high spatial resolution in compari- son to other commonly used forcing datasets such as the European gridded dataset (E-OBS) (Haylock et ...used data from ... See full document

25

Improving estimated soil moisture fields through assimilation of AMSR E soil moisture retrievals with an ensemble Kalman filter and a mass conservation constraint

Improving estimated soil moisture fields through assimilation of AMSR E soil moisture retrievals with an ensemble Kalman filter and a mass conservation constraint

... simulated soil moisture fields are often bi- ased due to errors in input parameters and deficiencies in model ...derived soil moisture estimates, if retrieved appropriately, represent the ... See full document

15

Improving runoff prediction through the assimilation of the ASCAT soil moisture product

Improving runoff prediction through the assimilation of the ASCAT soil moisture product

... forcing data (rainfall and temperature) is not available because of, for instance, sensor failures, interruptions in the data transmission or errors in real-time ...the data assimilation ... See full document

13

Assimilation of surface soil moisture into a multilayer soil model: design and evaluation at local scale

Assimilation of surface soil moisture into a multilayer soil model: design and evaluation at local scale

... Mahfouf, J.-F., Bergaoui, K., Draper, C., Bouyssel, F., Taillefer, F., and Taseva, L.: A comparison of two off-line soil analysis schemes for assimilation of screen level observations, J. Geo- phys. ... See full document

17

Improving operational flood ensemble prediction by the  assimilation of satellite soil moisture: comparison between  lumped  and semi distributed schemes

Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi distributed schemes

... satellite data is likely to be more valu- able than in well-instrumented ...that soil moisture exerts an important control on the runoff generation ...mechanisms analysis is deepened by ... See full document

18

The impact of near surface soil moisture assimilation at subseasonal, seasonal, and inter annual timescales

The impact of near surface soil moisture assimilation at subseasonal, seasonal, and inter annual timescales

... sensed soil moisture record available from a single satellite sensor, and soil moisture assimilation experiments using newer satel- lites, or a modeling system with limited archives, ... See full document

14

The effect of satellite derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France

The effect of satellite derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France

... MODIS data over southwest France was performed by Brut et ...three data sets, suggesting that there is significant uncertainty in both the model and the ...the data with in situ measure- ments, they ... See full document

19

Assimilation of ASCAT near surface soil moisture into the SIM hydrological model over France

Assimilation of ASCAT near surface soil moisture into the SIM hydrological model over France

... bias-blind assimilation strat- egy used here is to implement a bias-aware assimilation ...aware assimilation is strongly dependent on the method used to estimate the forecast model biases, to the ... See full document

13

The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements

The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements

... satellite-based soil moisture products from the existing and future missions such as AMSR-E, ASCAT, and SMAP can profit from the established network (for refer- ences see the individual networks in ... See full document

24

Relationship Between Dewfall Time and Shadow Soil Moisture

Relationship Between Dewfall Time and Shadow Soil Moisture

... upload data from automation observation of soil moisture at Pinggu National Weather Station from April to September ...Automatic Soil Moisture Observatory. It gathers soil ... See full document

5

Soil moisture runoff relation at the catchment scale as observed with coarse resolution microwave remote sensing

Soil moisture runoff relation at the catchment scale as observed with coarse resolution microwave remote sensing

... the analysis was to visually compare the scatterometer derived soil moisture with samples from hy- drometric gauging ...than soil moisture which will immediately ...two data ... See full document

11

Joint assimilation of soil moisture retrieved from multiple passive microwave frequencies increases robustness of soil moisture state estimation

Joint assimilation of soil moisture retrieved from multiple passive microwave frequencies increases robustness of soil moisture state estimation

... joint assimilation appears especially useful to take advantage of the superior information in whichever retrieval is the most informative in a particular location, without substantially de- grading model ... See full document

15

Spatial horizontal correlation characteristics in the land data assimilation of soil moisture

Spatial horizontal correlation characteristics in the land data assimilation of soil moisture

... local analysis scheme used by LETKF (Houtekamer and Mitchell, 1998; Hunt et ...the analysis model grid ...before data as- similation. The grid cell by grid cell analysis method can eas- ily be ... See full document

15

Hydrological real time modelling in the Zambezi river basin using satellite based soil moisture and rainfall data

Hydrological real time modelling in the Zambezi river basin using satellite based soil moisture and rainfall data

... so-called data assimilation problem can be solved in different ...new assimilation problem is formulated at every time ...sequential assimilation tech- niques are considered superior ... See full document

10

SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact

SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact

... The data assimilation framework used in this study is the ECMWF surface-only Land Data Assimilation System ...SM analysis ingesting analysed SLVs provided by the IFS-LDAS and remote ... See full document

23

Comparing the ensemble and extended Kalman filters for in situ soil moisture assimilation with contrasting conditions

Comparing the ensemble and extended Kalman filters for in situ soil moisture assimilation with contrasting conditions

... Two data assimilation (DA) methods are compared for their ability to produce an accurate soil moisture analysis using the Météo-France land surface model: (i) SEKF, a sim- plified ... See full document

20

The COsmic ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation

The COsmic ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation

... COsmic-ray Soil Moisture Observing System (COSMOS: ...and soil (including the amount of hydrogen present as water in the system), the MC- NPX code uses knowledge of nuclear collisions and libraries ... See full document

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