[PDF] Top 20 Combining satellite observations to develop a global soil moisture product for near real time applications

... offline soil moisture observations from ASCAT that were resampled to a quarter degree as time series to generate the ESA CCI, the NRT AS- CAT data from EUMETSAT have to be resampled from orbit ... See full document

... irrigation, soil health ...the applications to find crop damage assessments, estimation of crop production, condition assessment of crop and detection of stress, monitoring of climate change, estimation of ... See full document

... the Global Climate Observing System (GCOS) as an Essential Climate Variable ...the Satellite Application Facility for Land Surface Analysis (LSA SAF) of EUMETSAT, a near-real time (NRT) ... See full document

... The product is available for the period 1998– 2015 and covers 50 ◦ N–50 ◦ S based on a ...selected satellite-, reanalysis-, and gauge-based products, and is available from 1979 until 2015 at a ...a ... See full document

... a global scale to 839 826 points over which ASCAT soil moisture ob- servations are ...from soil moisture temporal ...previous applications of SM2RAIN to ASCAT soil ... 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

... multiple satellite soil moisture and land surface temperature (LST) data at fine temporal scale ...using soil moisture exclusively from one satellite and retrieval al- gorithm, ... See full document

... sensed soil moisture products are influ- enced by vegetation and how it is accounted for in the re- trieval, which is a potential source of time-variable ...complex, time-variable error ... See full document

... growing global business in Malaysia, therefore Malaysia has focused to set up the world's first development corporation in making Halal development business ...Halal product by using Smartphone which called ... See full document

... situ soil moisture data from 2003 to 2012 were ob- tained from North American Soil Moisture Database (http: ...American Soil Mois- ture Database archives data from a variety of national ... See full document

... a global weather model through assimilation to provide a con- tinuous representation of not only the state fields, but also the model-generated ...of global water and energy cycles (through the latent heat ... See full document

... the satellite-based rainfall rate estimates are possibly er- roneous (as shown by daily rainfall amounts in ...eight soil moisture simulations using the following multiplicative factors: 0, ...face ... See full document

... GEO has the same direction and period with the earth. A single GEO satellite’s visual coverage can reach 43.4 percent of the earth’s surface. So, we chose three GEO satellites in this paper. It can construct almost ... See full document

... a global scale are available, including the European Cen- tre for Medium-Range Weather Forecasts – ECMWF ERA- Interim – global atmospheric reanalysis data (Dee et ...Unit Time Series – CRU TS – ... See full document

... to develop reasonable products in light of the minerals, climatic conditions , water and helping agriculturists get best cost for their ...some time as a sporadic course of ...and time to do ... See full document

... sensed soil moisture in the adjacent non-irrigated pixel (bottom panel) remains close to zero throughout the growing ...SMAP soil moisture correctly reflects the on- set of flood irrigation, ... See full document

... Figure 8. (a) Unbiased root mean square difference (ubrmsd, m 3 m −3 ) between the ensemble open-loop (eOL) surface zone soil moisture and the SCAN (triangles) and USCRN (circles) stations. Yellow/blue ... See full document

... of satellite based precipita- tion estimations for South and southern Africa are crucial to ensure the accuracy of flood and/or flash flood ...comprehensive satellite precipitation based input field, a new ... See full document

... in real time and the online connection status of the server reminds the user whether the connection is ...in real time and perform corresponding ... See full document