Equivalent water thickness in savanna ecosystems: MODIS estimates based on ground and EO-1 Hyperion data

Laerte Guimaraes Ferreira, Gregory P. Asner, David E. Knapp, Eric A. Davidson, Michael Coe, Mercedesm C. Bustamante, Eddie Lenza de Oliveira

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

The Brazilian savanna biome, known locally as the Cerrado, with an area of about 2 million km2 and marked by a conspicuous seasonality, comprises a vertically structured mosaic of ecosystem types, ranging from grassland to tropical dry forests. The Cerrado is a major agricultural frontier in Brazil, with nearly 50% of its original vegetative cover already converted to pastures and crop fields. Such large-scale conversion has severely affected regional runoff, river discharge and the atmosphere water transfer from soil reservoirs through vegetation. In this study, we used multitemporal Earth Observing-1 (EO-1) Hyperion hyperspectral imagery to derive canopy water content (validated by ground truth measurements), whose estimates were regionally extrapolated, over the entire Cerrado biome, based on the normalized difference vegetation index (NDVI) Moderate Resolution Imaging Spectroradiometer (MODIS) product MOD13Q1. MODIS-based canopy-level equivalent water thickness (EWTC) values were significantly distinct for each of the major anthropogenic and natural Cerrado land-cover types, at both the beginning and end of the dry season, and were correlated with land surface temperatures (LSTs). This method provides reasonable estimates of precipitable canopy water. Potential applications of EWTC estimates based on moderate resolution imagery include early fire warnings and validation and constraining of regional hydrological models.

Original languageEnglish (US)
Pages (from-to)7423-7440
Number of pages18
JournalInternational Journal of Remote Sensing
Volume32
Issue number22
DOIs
StatePublished - Nov 2011
Externally publishedYes

Fingerprint

Hyperion
cerrado
savanna
MODIS
ecosystem
canopy
biome
imagery
water
dry forest
river discharge
NDVI
tropical forest
seasonality
dry season
land surface
pasture
land cover
surface temperature
grassland

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)

Cite this

Equivalent water thickness in savanna ecosystems : MODIS estimates based on ground and EO-1 Hyperion data. / Ferreira, Laerte Guimaraes; Asner, Gregory P.; Knapp, David E.; Davidson, Eric A.; Coe, Michael; Bustamante, Mercedesm C.; de Oliveira, Eddie Lenza.

In: International Journal of Remote Sensing, Vol. 32, No. 22, 11.2011, p. 7423-7440.

Research output: Contribution to journalArticle

Ferreira, Laerte Guimaraes ; Asner, Gregory P. ; Knapp, David E. ; Davidson, Eric A. ; Coe, Michael ; Bustamante, Mercedesm C. ; de Oliveira, Eddie Lenza. / Equivalent water thickness in savanna ecosystems : MODIS estimates based on ground and EO-1 Hyperion data. In: International Journal of Remote Sensing. 2011 ; Vol. 32, No. 22. pp. 7423-7440.
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