Applying volumetric weather radar data for rainfall runoff modeling: the importance of error correction

P. Hazenberg, H. Leijnse, R. Uijlenhoet, L. Delobbe, A.H. Weerts, P. Reggiani

Research output: Contribution to conferenceAbstractAcademic

Abstract

The inter-annual variability of Net Ecosystem Exchange of CO2 (NEE) was studied using a 13-year ecord of eddycovariance data from the Loobos forest flux site (Pinus Sylvestris) in The Netherlands. The data were processed and quality-controlled following well-established protocols. In addition, an angle-of-attack correction was performed to account for contributions from wind directions outside the calibration range of the sonic anemometer as well as a correction of the effect of surface heat exchange of the open-path gas analyzer on the CO2 flux. Annual NEE varied by more than a factor of two between individual years. Attempts were made to relate the observed NEE to several meteorological conditions, hydrological conditions, ecosystem response characteristics, and nitrogen and ozone deposition, with and without consideration of time lags. Overall, none of these factors or factor combinations consistently explained the year-to-year variations. In some cases differences between individual years could be explained by considering sub-seasonal variations, such as differences in ecosystem respiration caused by excessive drought followed by excessive precipitation in one year but not in the other or temporary reduction of carbon uptake due to storm damage. The question arises whether or not the inter-annual variability exceeds uncertainty because of uncertainty in the eddy covariance measurements and its corrections and uncertainty in ecosystem characteristics. For the Loobos site some major uncertainties will also be highlighted and compared with the interannual variability. Implications for modeling approaches will be discussed.
Original languageEnglish
Publication statusPublished - 2009
EventEGU General Assembly 2009 - Vienna, Austria
Duration: 19 Apr 200924 Apr 2009

Conference

ConferenceEGU General Assembly 2009
CountryAustria
CityVienna
Period19/04/0924/04/09

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    Hazenberg, P., Leijnse, H., Uijlenhoet, R., Delobbe, L., Weerts, A. H., & Reggiani, P. (2009). Applying volumetric weather radar data for rainfall runoff modeling: the importance of error correction. Abstract from EGU General Assembly 2009, Vienna, Austria.