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

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to determine <strong>the</strong> source <strong>of</strong> <strong>the</strong> water. We find that <strong>the</strong>amount <strong>of</strong> water annually filling and draining <strong>the</strong> C<strong>on</strong>gowetlands is 111 km^3, which is about <strong>on</strong>e-third <strong>the</strong> size <strong>of</strong><strong>the</strong> water volumes found <strong>on</strong> <strong>the</strong> mainstem Amaz<strong>on</strong>floodplain. Based <strong>on</strong> amplitude comparis<strong>on</strong>s am<strong>on</strong>g <strong>the</strong>water volume changes and timing comparis<strong>on</strong>s am<strong>on</strong>g <strong>the</strong>irfluxes, we c<strong>on</strong>clude that <strong>the</strong> local upland run<strong>of</strong>f is <strong>the</strong> mainsource <strong>of</strong> <strong>the</strong> C<strong>on</strong>go wetland water, not <strong>the</strong> fluvial process <strong>of</strong>river-floodplain water exchange as in <strong>the</strong> Amaz<strong>on</strong>. Ourhydraulic analysis using altimeter measurements alsosupports our c<strong>on</strong>clusi<strong>on</strong> by dem<strong>on</strong>strating that watersurface elevati<strong>on</strong>s in <strong>the</strong> wetlands are c<strong>on</strong>sistently higherthan <strong>the</strong> adjacent river water levels. Our research alsohighlights differences in <strong>the</strong> hydrology and hydrodynamicsbetween <strong>the</strong> C<strong>on</strong>go wetland and <strong>the</strong> mainstem Amaz<strong>on</strong>floodplainLemoine, Frank G.M<strong>on</strong>itoring Mass Change Using Global HighResoluti<strong>on</strong> GRACE Masc<strong>on</strong> Soluti<strong>on</strong>sLemoine, Frank G. 1 ; Sabaka, Terence J. 1 ; Boy, Jean-Paul 2 ;Luthcke, Scott B. 1 ; Carabajal, Claudia C. 3, 1 ; Rowlands, DavidD. 11. Planetary Geodynamics Lab., NASA GSFC, Greenbelt,MD, USA2. EOST/IPGS, (UMR 7516 CNRS-UdS), Strasbourg, France3. Sigma Space Corp., Lanham, MD, USAThe Gravity Recovery And Climate Experiment(GRACE) missi<strong>on</strong> has been launched in March 2002, and hasmeasured since <strong>the</strong> Earth’s time-variable gravity field at highspatial and temporal resoluti<strong>on</strong>. Am<strong>on</strong>g <strong>the</strong> applicati<strong>on</strong>s hasbeen <strong>the</strong> m<strong>on</strong>itoring <strong>of</strong> <strong>the</strong> changes in terrestrial waterstorage (TWS). The standard product developed by <strong>the</strong>GRACE project and various analysis centers has beenm<strong>on</strong>thly unc<strong>on</strong>strained spherical harm<strong>on</strong>ic soluti<strong>on</strong>s, whichcan be c<strong>on</strong>verted to grids <strong>of</strong> surface water changes. Thesoluti<strong>on</strong>s are affected by str<strong>on</strong>g correlated noise (striping),which can be removed by various filtering techniques. Thisfiltering reduces <strong>the</strong> amplitude <strong>of</strong> <strong>the</strong> retrieved TWS, whichis can be corrected by “re-scaling” <strong>the</strong> signal using hydrologymodels. At GSFC we have developed global soluti<strong>on</strong>s using alocalized masc<strong>on</strong> (mass c<strong>on</strong>centrati<strong>on</strong>s) approach. Usingappropriate c<strong>on</strong>straints, <strong>the</strong>se global soluti<strong>on</strong>s allow bettertemporal (10 days) and spatial (2 degree) resoluti<strong>on</strong>s, than<strong>the</strong> classical spherical harm<strong>on</strong>ic soluti<strong>on</strong>s and do not requireany post-processing. We have developed global soluti<strong>on</strong>swith and without a priori forward-modeling <strong>of</strong> hydrology.We inter-compare <strong>the</strong>se soluti<strong>on</strong>s <strong>on</strong> a c<strong>on</strong>tinent and riverbasin basis to global hydrology models, as well as o<strong>the</strong>rgridded products derived from <strong>the</strong> GRACE missi<strong>on</strong>.Lenters, JohnAn internati<strong>on</strong>al collaborati<strong>on</strong> to examine globallake temperature trends from in situ and remotesensing data: Project objectives and preliminaryresultsLenters, John 1 ; Adrian, Rita 2 ; Allan, Ma<strong>the</strong>w 3 ; de Eyto,Elvira 4 ; D<strong>on</strong>g, Bo 1 ; Hamilt<strong>on</strong>, David 3 ; Hook, Sim<strong>on</strong> 12 ;Izmestyeva, Lyubov 5 ; Kraemer, Benjamin 6 ; Kratz, Tim 6 ;Livingst<strong>on</strong>e, David 7 ; Mcintyre, Peter 6 ; M<strong>on</strong>tz, Pam 6 ; Noges,Peeter 8 ; Noges, Tiina 8 ; O’Reilly, Ca<strong>the</strong>rine 14 ; Read, Jordan 6 ;Sandilands, Ken 9 ; Schindler, Daniel 10 ; Schneider, Philipp 11 ;Silow, Eugene 5 ; Straile, Dietmar 13 ; Van Cleave, Ka<strong>the</strong>rine 1 ;Zhdanov, Fedor 51. School <strong>of</strong> Natural Resources, Univ. <strong>of</strong> Nebraska-Lincoln,Lincoln, NE, USA2. Leibniz-Institute <strong>of</strong> Freshwater Ecology and InlandFisheries, Berlin, Germany3. The Univ. <strong>of</strong> Waikato, Hamilt<strong>on</strong>, New Zealand4. Marine Institute, Newport, Ireland5. Irkutsk State Univ., Irkutsk, Russian Federati<strong>on</strong>6. Univ. <strong>of</strong> Wisc<strong>on</strong>sin-Madis<strong>on</strong>, Madis<strong>on</strong>, WI, USA7. Eawag, Dubendorf, Switzerland8. Est<strong>on</strong>ian Univ. <strong>of</strong> Life Sciences, Tartu, Est<strong>on</strong>ia9. Fisheries and Oceans Canada, Winnipeg, MB, Canada10. Univ. <strong>of</strong> Washingt<strong>on</strong>, Seattle, WA, USA11. Norwegian Institute for Air Research, Kjeller, Norway12.JPL, California Institute <strong>of</strong> Technology, Pasadena, CA,USA13.Univ. <strong>of</strong> K<strong>on</strong>stanz, K<strong>on</strong>stanz, Germany14. Illinois State Univ., Normal, IL, USARecent studies have revealed significant warming <strong>of</strong>lakes throughout <strong>the</strong> world, and <strong>the</strong> observed rate <strong>of</strong> lakewarming is – in many cases – more rapid than that <strong>of</strong> <strong>the</strong>ambient air temperature. These large changes in laketemperature have pr<strong>of</strong>ound implicati<strong>on</strong>s for lakehydrodynamics, productivity, and biotic communities. Thescientific community is just beginning to understand <strong>the</strong>global extent, regi<strong>on</strong>al patterns, physical mechanisms, andecological c<strong>on</strong>sequences <strong>of</strong> lake warming. Although many insitu lake temperature records are available, <strong>on</strong>ly a fewencompass l<strong>on</strong>g time periods. Most datasets are collected byindividual investigators, have varying sampling protocols,and do not have extensive geographic or temporal coverage.<strong>Remote</strong> sensing methods, <strong>on</strong> <strong>the</strong> o<strong>the</strong>r hand, have beenincreasingly used to characterize global trends in lake surfacetemperature, and <strong>the</strong>y provide an invaluable counterpart toin situ measurements. However, <strong>the</strong> existing satellite recordsdo not extend as far back in time as some <strong>of</strong> <strong>the</strong> l<strong>on</strong>ger insitu datasets, and remotely sensed measurements capture<strong>on</strong>ly surface temperature, ra<strong>the</strong>r than vertical pr<strong>of</strong>iles. Inthis study, we present project objectives and preliminaryresults from an internati<strong>on</strong>al collaborative effort tosyn<strong>the</strong>size global records <strong>of</strong> lake temperature from in situand satellite-based measurements. Surface watertemperature data are analyzed from over 120 lakesdistributed across 40 countries. Data from 20 <strong>of</strong> <strong>the</strong> lakesare based <strong>on</strong> in situ measurements, while <strong>the</strong> remaining89

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