Monitoring of agricultural grasslands with time series of X-band repeat-pass interferometric SAR

Karlis Zalite, Oleg Antropov, Jaan Praks, Kaupo Voormansik, Mart Noorma

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

Abstract

This study evaluates the potential of X-band interferometry for monitoring of agricultural grasslands. Time series of HH-polarization COSMO-SkyMed 1-day repeat-pass interferometric SAR (InSAR) pairs is analyzed in regard to detecting mowing events, and assessing vegetation height and biomass on grasslands. The time series of four InSAR pairs was analyzed in regard to the ground reference data collected during an extensive campaign covering 11 agricultural grasslands. The calculated temporal interferometric coherence was found to be inversely correlated to the vegetation height and wet above-ground biomass. It was found that grass removal increases the coherence magnitude indicating a potential use of this parameter for the detection of mowing. However, precipitation and farming activity between the acquisitions interfere with this effect. Temporal coherence was expressed as a function of the vegetation height through the random motion of scatterers in the vegetation layer. For vegetation height limited to the range between 0 and 1 m, a very strong correlation between the grass height and the linearised temporal coherence was found, with a coefficient r = 0.81. No significant correlation was found between the backscattering coefficient and the wet above-ground biomass as well as the height of grass. However, a strong negative correlation was found between the backscattering coefficient and the measured soil moisture.
Original languageEnglish
Pages (from-to)3687-3697
JournalIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Volume9
Issue number8
DOIs
Publication statusPublished - 2016
MoE publication typeA1 Journal article-refereed

Fingerprint

Time series
synthetic aperture radar
grassland
time series
Monitoring
monitoring
Biomass
vegetation
Backscattering
mowing
grass
aboveground biomass
COSMO-SkyMed
Soil moisture
Interferometry
interferometry
Polarization
polarization
soil moisture
biomass

Keywords

  • synthetic aperture radar (SAR)
  • Agriculture
  • grasslands
  • interferometric coherence
  • repeat pass interferometry

Cite this

Zalite, Karlis ; Antropov, Oleg ; Praks, Jaan ; Voormansik, Kaupo ; Noorma, Mart. / Monitoring of agricultural grasslands with time series of X-band repeat-pass interferometric SAR. In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016 ; Vol. 9, No. 8. pp. 3687-3697.
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abstract = "This study evaluates the potential of X-band interferometry for monitoring of agricultural grasslands. Time series of HH-polarization COSMO-SkyMed 1-day repeat-pass interferometric SAR (InSAR) pairs is analyzed in regard to detecting mowing events, and assessing vegetation height and biomass on grasslands. The time series of four InSAR pairs was analyzed in regard to the ground reference data collected during an extensive campaign covering 11 agricultural grasslands. The calculated temporal interferometric coherence was found to be inversely correlated to the vegetation height and wet above-ground biomass. It was found that grass removal increases the coherence magnitude indicating a potential use of this parameter for the detection of mowing. However, precipitation and farming activity between the acquisitions interfere with this effect. Temporal coherence was expressed as a function of the vegetation height through the random motion of scatterers in the vegetation layer. For vegetation height limited to the range between 0 and 1 m, a very strong correlation between the grass height and the linearised temporal coherence was found, with a coefficient r = 0.81. No significant correlation was found between the backscattering coefficient and the wet above-ground biomass as well as the height of grass. However, a strong negative correlation was found between the backscattering coefficient and the measured soil moisture.",
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Monitoring of agricultural grasslands with time series of X-band repeat-pass interferometric SAR. / Zalite, Karlis; Antropov, Oleg; Praks, Jaan; Voormansik, Kaupo; Noorma, Mart.

In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 8, 2016, p. 3687-3697.

Research output: Contribution to journalArticleScientificpeer-review

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