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2012 AGU Chapman Conference on Remote Sensing of the ...

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sourced groundwater and stream flow discharges notresolvable at <strong>the</strong> 60 m resoluti<strong>on</strong> afforded by Landsat 7infrared images. These much higher resoluti<strong>on</strong>s alsominimize c<strong>on</strong>taminati<strong>on</strong> effects imparted by land <strong>the</strong>rmalsignatures in pixels immediately adjacent to coasts. Basicinformati<strong>on</strong> about prevailing coastal currents andgroundwater mixing with seawater are clearly evident in <strong>the</strong>images. By establishing several transects across eachgroundwater plume, <strong>the</strong> highly precise temperatures in <strong>the</strong>imagery allow for unique quantificati<strong>on</strong> <strong>of</strong> each dischargeplume’s boundary. The surface area <strong>of</strong> each discharge can<strong>the</strong>n be easily calculated and subsequently up-scaled, orcombined with ground-based flow rates to determine timespatialvariati<strong>on</strong>s <strong>of</strong> volumetric flow. This mappingtechnique is <strong>the</strong> preferred method for rapid assessment andprecise identificati<strong>on</strong> <strong>of</strong> natural and anthropogenicallyintroduced coastal groundwater and stream flow, at scalesboth large and small. It is highly desirable for many aspects<strong>of</strong> ecosystems, polluti<strong>on</strong> and coastal-z<strong>on</strong>e planning andmanagement, as well as a prerequisite for <strong>the</strong> best use <strong>of</strong>subsequent and time-c<strong>on</strong>suming in-situ field study efforts.Sea surface temperature map <strong>of</strong> Aina Haina, Oahu, Hawaii inperspective view. Darker water hues represent colder temperaturegroundwater and lighter hues approach seawater temperatures. Theprevailing current directi<strong>on</strong> can be seen as groundwater mixes withseawater.Kerr, Yann H.SMOS and Hydrology: First Less<strong>on</strong>s LearntINVITEDKerr, Yann H. 1 ; Pauwels, Valentijn 5 ; Wood, Eric 4 ; Walker,Jeff 3 ; Al Bitar, Ahmad 1 ; Merlin, Olivier 1 ; Rudiger, Chris 3 ;Wigner<strong>on</strong>, Jean Pierre 21. Cesbio, Toulouse, France2. EPHYSE, INRA, Bordeaux, France3. M<strong>on</strong>ash University, Melbourne, VIC, Australia4. Princet<strong>on</strong> University, Princet<strong>on</strong>, NJ, USA5. Ghent University, Ghent, BelgiumSMOS, a L Band radiometer using aperture syn<strong>the</strong>sis toachieve a good spatial resoluti<strong>on</strong>, was successfully launched<strong>on</strong> November 2, 2009. It was developed and made under <strong>the</strong>leadership <strong>of</strong> <strong>the</strong> European Space Agency (ESA) as an EarthExplorer Opportunity missi<strong>on</strong>. It is a joint program with <strong>the</strong>Centre Nati<strong>on</strong>al d’Etudes Spatiales (CNES) in France and<strong>the</strong> Centro para el Desarrollo Teccnologico Industrial(CDTI) in Spain. SMOS carries a single payload, an L band2D interferometric,radiometer in <strong>the</strong> 1400-1427 MHz hprotected band. This wavelength penetrates well through <strong>the</strong>vegetati<strong>on</strong> and <strong>the</strong> atmosphere is almost transparentenabling to infer both soil moisture and vegetati<strong>on</strong> waterc<strong>on</strong>tent. SMOS achieves an unprecedented spatial resoluti<strong>on</strong><strong>of</strong> 50 km at L-band maximum (43 km <strong>on</strong> average) withmulti angular-dual polarized (or fully polarized) brightnesstemperatures over <strong>the</strong> globe and with a revisit time smallerthan 3 days. SMOS has been now acquiring data for twoyears. The data quality exceeds what was expected, showingvery good sensitivity and stability. The data is however verymuch impaired by man made emissi<strong>on</strong> in <strong>the</strong> protectedband, leading to degraded measurements in several areasincluding parts <strong>of</strong> Europe and <strong>of</strong> China. However, manydifferent internati<strong>on</strong>al teams are now addressing cal valactivities in various parts <strong>of</strong> <strong>the</strong> world, with notably largefield campaigns ei<strong>the</strong>r <strong>on</strong> <strong>the</strong> l<strong>on</strong>g time scale or over specifictargets to address <strong>the</strong> specific issues. In parallel differentteams are now starting addressing data use in various fieldsincluding hydrology. We have now acquired data over anumber <strong>of</strong> significant “extreme events” such as droughtsand floods giving useful informati<strong>on</strong> <strong>of</strong> potentialapplicati<strong>on</strong>s. We are now working <strong>on</strong> <strong>the</strong> coupling witho<strong>the</strong>r models and or disaggregati<strong>on</strong> to address soil moisturedistributi<strong>on</strong> over watersheds. We are also c<strong>on</strong>centratingefforts <strong>on</strong> water budget and regi<strong>on</strong>al impacts. From all thosestudies, it is now possible to express <strong>the</strong> “less<strong>on</strong>s learned”and derive a possible way forward. This paper thus gives anoverview <strong>of</strong> <strong>the</strong> science goals <strong>of</strong> <strong>the</strong> SMOS missi<strong>on</strong>, adescripti<strong>on</strong> <strong>of</strong> its main elements, and a taste <strong>of</strong> <strong>the</strong> firstresults including performances at brightness temperature aswell as at geophysical parameters level and how <strong>the</strong>y arebeing put in good use for hydrological applicati<strong>on</strong>s.Kim, DaeunSpatio-Temporal Patterns <strong>of</strong> Hydro-Meteorologicalvariables produced from SVAT model incorporatedwith KLDAS in East AsiaKim, Daeun 1 ; Choi, Minha 11. civil and enviromental eng., hanyang university, Seoul,Republic <strong>of</strong> KoreaFor adaptati<strong>on</strong> <strong>of</strong> radical envir<strong>on</strong>mental changes,various researches using Land Surface Model (LSM) havebeen made to identify interacti<strong>on</strong> between surface andatmosphere as a parameterizing physical process <strong>of</strong> energyand substances exchange. Especially, <strong>the</strong> recent naturaldisasters such as floods and typho<strong>on</strong>s are caused by climatechange, thus, we can see <strong>the</strong> necessity <strong>of</strong> <strong>the</strong>se studies forresp<strong>on</strong>ding to <strong>the</strong> alterati<strong>on</strong>s. In this study, hydrometeorologicalvariables were calculated using Comm<strong>on</strong>Land Model (CLM). The models’ forcing data as initial datawas provided by Korea Land Data Assimilati<strong>on</strong> System(KLDAS). The KLDAS is data assimilati<strong>on</strong> methods based <strong>on</strong>Land Data Assimilati<strong>on</strong> System (LDAS). The KLDAS system82

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