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Calibration of Land-Use-Dependent Evaporation Parameters in Distributed Hydrological Models Using MODIS Evaporation Time Series Data

Hydrology. Bd. 10. H. 12. MDPI AG 2023 S. 216

Erscheinungsjahr: 2023

Publikationstyp: Zeitschriftenaufsatz

Sprache: Deutsch

Schlüsselwörter:

  • spatio-temporal ETa patterns
  • MODIS ETa
  • vegetation-related evaporation parameters
  • land-use-specific manual ETa calibration
  • LANDSAT-based validation
  • spatial efficiency metric

Doi/URN: 10.3390/hydrology10120216

Volltext über DOI/URN

Inhaltszusammenfassung


The land-use-specific calibration of evapotranspiration parameters in hydrologic modeling is challenging due to the lack of appropriate reference data. We present a MODIS-based calibration approach of vegetation-related evaporation parameters for two mesoscale catchments in western Germany with the physically based distributed hydrological model WaSiM-ETH. Time series of land-use-specific actual evapotranspiration (ETa) patterns were generated from MOD16A2 evapotranspiration and CORINE land-c...The land-use-specific calibration of evapotranspiration parameters in hydrologic modeling is challenging due to the lack of appropriate reference data. We present a MODIS-based calibration approach of vegetation-related evaporation parameters for two mesoscale catchments in western Germany with the physically based distributed hydrological model WaSiM-ETH. Time series of land-use-specific actual evapotranspiration (ETa) patterns were generated from MOD16A2 evapotranspiration and CORINE land-cover data from homogeneous image pixels for the major land-cover types in the region. Manual calibration was then carried out for 1D single-cell models, each representing a specific land-use type based on aggregated 11-year mean ETa values using SKout and PBIAS as objective functions (SKout > 0.8, |PBIAS| < 5%). The spatio-temporal evaluation on the catchment scale was conducted by comparing the simulated ETa pattern to six daily ETa grids derived from LANDSAT data. The results show a clear overall improvement in the SPAEF (spatial efficiency metric) for most land-use types, with some deficiencies for two scenes in spring and late summer due to phenological variation and a particularly dry hydrological system state, respectively. The presented method demonstrates a significant improvement in the simulation of ETa regarding both time and spatial scale.» weiterlesen» einklappen

Autoren


Salm, Zoé (Autor)
Gronz, Oliver (Autor)
Hutengs, Christopher (Autor)
Mohajerani, Hadis (Autor)
Vohland, Michael (Autor)

Klassifikation


DFG Fachgebiet:
3.44 - Mineralogie, Petrologie und Geochemie

DDC Sachgruppe:
Geowissenschaften

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