On the effects of triangulated terrain resolution on distributed hydrologic model response

Enrique Vivoni, Valeriy Y. Ivanov, Rafael L. Bras, Dara Entekhabi

Research output: Contribution to journalArticle

67 Citations (Scopus)

Abstract

Distributed hydrologic models based on triangulated irregular networks (TIN) provide a means for computational efficiency in small to large-scale watershed modelling through an adaptive, multiple resolution representation of complex basin topography. Despite previous research with TIN-based hydrology models, the effect of triangulated terrain resolution on basin hydrologic response has received surprisingly little attention. Evaluating the impact of adaptive gridding on hydrologic response is important for determining the level of detail required in a terrain model. In this study, we address the spatial sensitivity of the TIN-based Real-time Integrated Basin Simulator (tRIBS) in order to assess the variability in the basin-averaged and distributed hydrologic response (water balance, runoff mechanisms, surface saturation, groundwater dynamics) with respect to changes in topographic resolution. Prior to hydrologic simulations, we describe the generation of TIN models that effectively capture topographic and hydrographic variability from grid digital elevation models. In addition, we discuss the sampling methods and performance metrics utilized in the spatial aggregation of triangulated terrain models. For a 64 km2 catchment in northeastern Oklahoma, we conduct a multiple resolution validation experiment by utilizing the tRIBS model over a wide range of spatial aggregation levels. Hydrologic performance is assessed as a function of the terrain resolution, with the variability in basin response attributed to variations in the coupled surface-subsurface dynamics. In particular, resolving the near-stream, variable source area is found to be a key determinant of model behaviour as it controls the dynamic saturation pattern and its effect on rainfall partitioning. A relationship between the hydrologic sensitivity to resolution and the spatial aggregation of terrain attributes is presented as an effective means for selecting the model resolution. Finally, the study highlights the important effects of terrain resolution on distributed hydrologic model response and provides insight into the multiple resolution calibration and validation of TIN-based hydrology models.

Original languageEnglish (US)
Pages (from-to)2101-2122
Number of pages22
JournalHydrological Processes
Volume19
Issue number11
DOIs
StatePublished - Jul 2005
Externally publishedYes

Fingerprint

triangulated irregular network
basin
simulator
hydrology
effect
saturation
digital elevation model
water budget
partitioning
topography
watershed
catchment
runoff
calibration
rainfall
groundwater
sampling
modeling
simulation
experiment

Keywords

  • Adaptive gridding
  • Aggregation
  • Multiple resolution model
  • Surface-subsurface dynamics
  • Topography
  • Triangulated irregular network
  • Variable source area
  • Watershed hydrology

ASJC Scopus subject areas

  • Water Science and Technology

Cite this

On the effects of triangulated terrain resolution on distributed hydrologic model response. / Vivoni, Enrique; Ivanov, Valeriy Y.; Bras, Rafael L.; Entekhabi, Dara.

In: Hydrological Processes, Vol. 19, No. 11, 07.2005, p. 2101-2122.

Research output: Contribution to journalArticle

Vivoni, Enrique ; Ivanov, Valeriy Y. ; Bras, Rafael L. ; Entekhabi, Dara. / On the effects of triangulated terrain resolution on distributed hydrologic model response. In: Hydrological Processes. 2005 ; Vol. 19, No. 11. pp. 2101-2122.
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