Comparison of NLDAS-2 simulated and NASMD observed daily soil moisture. Part II: Impact of soil texture classification and vegetation type mismatches

Youlong Xia, Michael B. Ek, Yihua Wu, Trent Ford, Steven M. Quiring

Research output: Contribution to journalArticlepeer-review

Abstract

In this second part of a two-part paper, the impacts of soil texture and vegetation type misclassification and their combined effect on soilmoisture, evapotranspiration, and total runoff simulation are investigated using the Noah model. The results show that these impacts are significant for most regions and soil layers, although they vary depending on soil texture classification, vegetation type, and season. The use of site-observed soil texture classification and vegetation type in the model does not necessarily improve anomaly correlations and reduce mean absolute error for soil moisture simulations. Instead, results are mixed when examining all regions and soil layers. This is attributed to the compensation effects (e.g., effect of ill-calibrated model parameters), as Noah has been more or less calibrated with model-specified soil texture classification and vegetation type. The site-based analysis shows that Noah can reasonably simulate the variation of daily evapotranspiration, soil moisture, and total runoff when soil texture classification (vegetation type) is corrected from loam (forest) to clay (grasslands) or vice versa. This suggests that the performance of Noah can be further improved by tuning model parameters when site-observed soil texture and vegetation type are used.

Original languageEnglish (US)
Pages (from-to)1981-2000
Number of pages20
JournalJournal of Hydrometeorology
Volume16
Issue number5
DOIs
StatePublished - 2015
Externally publishedYes

Keywords

  • Evapotranspiration
  • Hydrometeorology
  • Land surface model
  • Model evaluation/performance
  • Runoff
  • Soil moisture

ASJC Scopus subject areas

  • Atmospheric Science

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