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Recent progress in modeling surface hydrology across the Amazon Basin using a Variable Infiltration Capacity approach. Daniel de Castro Victoria 1 , dvictori@cena.usp.br (Presenting)
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Recent progress in modeling surface hydrology across the Amazon Basin using a Variable Infiltration Capacity approach Daniel de Castro Victoria1, dvictori@cena.usp.br (Presenting) Jeffrey E. Richey2, Mariza C. Costa-Cabral3, Alailson Venceslau Santiago4, Antonio Roberto Pereira5, Emilio Mayorga2, Reynaldo Luiz Victoria1, Maria Victoria Ramos Ballester1 1 – LGTI - CENA/USP 2 – School of Oceanography - University of Washington 3 – Dep. of Civil Engineering - University of Washington 4 – PPG Física do Ambiente Agrícola - ESALQ/USP 5 – LCE - Esalq/USP
Why daddy, why?!? • LBA – Understand how Amazon works • Hydrology – indispensable for the functioning of the ecosystem • Transport means for biogeochemical cycles - Water caries “stuff” • Deforestation impacts on water cycle • Changes on the biogeochemical cycles • Tooooooo complex. Use of hydrological modeling and coupling with biogeochemical models to better understand functioning of the ecosystem and how it’s affected.
Hydrology Model – VIC • Variable Infiltration Capacity • For each cell: • Meteorological forcings (precip., max. & min. temperature and wind) • Vegetation distribution (%forest, %pasture …) • Average soil properties • VARIABLE INFILTRATION CURVE, empirical model that describes soil saturation related to soil moisture (calibration) • Biogeochemical model • Results -> Routing Model
Model calibration • Soil depth: 3 layers, down to 3 meters • Variable Infiltration Capacity curve adjustment • Regional vegetation parameters: LAI, albedo, root depth and distribution, etc
5.0 3.8 May 1995 January 1995 March 1995 2.5 1.2 November 1995 July 1995 September 1995 0 Initial resultsAmazon evaporation (mm)
mm 194 146 97 48 0 Initial resultsAmazon soil moisture
mm 194 146 January 1994 April 1994 97 48 0 July 1994 October 1994 Initial resultsAmazon soil moisture
mm 194 146 April 94 August 94 97 48 0 January 95 September 95 Initial resultsAmazon soil moisture
1995 1994 and 1995 Initial resultsJi-Paraná: Modeled discharge
mm 770 mm 578 165 385 125 192 85 0 45 5 Precipitation Evapotranspiration
mm 155 mm 1740 122 1438 90 1135 58 832 25 530 Layer 1 Layer 3
Next steps… • Improve calibration • Update vegetation library (MODIS LAI and Albedo) • Extend time period • Improve visualization and analysis tools for the results • Couple with Biogeochemical Model