Validation of spaceborne and modelled surface soil moisture products with Cosmic-Ray Neutron Probes

Carsten Montzka, Heye R. Bogena, Marek G Zreda, Alessandra Monerris, Ross Morrison, Sekhar Muddu, Harry Vereecken

Research output: Contribution to journalArticle

26 Citations (Scopus)

Abstract

The scale difference between point in situ soil moisture measurements and low resolution satellite products limits the quality of any validation efforts in heterogeneous regions. Cosmic Ray Neutron Probes (CRNP) could be an option to fill the scale gap between both systems, as they provide area-average soil moisture within a 150-250 m radius footprint. In this study, we evaluate differences and similarities between CRNP observations, and surface soil moisture products from the Advanced Microwave Scanning Radiometer 2 (AMSR2), the METOP-A/B Advanced Scatterometer (ASCAT), the Soil Moisture Active and Passive (SMAP), the Soil Moisture and Ocean Salinity (SMOS), as well as simulations from the Global Land Data Assimilation System Version 2 (GLDAS2). Six CRNPs located on five continents have been selected as test sites: the Rur catchment in Germany, the COSMOS sites in Arizona and California (USA), and Kenya, one CosmOz site in New SouthWales (Australia), and a site in Karnataka (India). Standard validation scores as well as the Triple Collocation (TC) method identified SMAP to provide a high accuracy soil moisture product with low noise or uncertainties as compared to CRNPs. The potential of CRNPs for satellite soil moisture validation has been proven; however, biomass correction methods should be implemented to improve its application in regions with large vegetation dynamics.

Original languageEnglish (US)
Article number103
JournalRemote Sensing
Volume9
Issue number2
DOIs
StatePublished - 2017

Fingerprint

neutron probe
cosmic ray
soil moisture
ASCAT
SMOS
vegetation dynamics
product
data assimilation
footprint
radiometer
catchment
biomass

Keywords

  • AMSR2
  • ASCAT
  • Cosmic-ray neutron probe
  • COSMOS
  • CosmOz
  • GLDAS2
  • SMAP
  • SMOS
  • Soil moisture
  • Soil water content
  • Triple collocation
  • Validation

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)

Cite this

Montzka, C., Bogena, H. R., Zreda, M. G., Monerris, A., Morrison, R., Muddu, S., & Vereecken, H. (2017). Validation of spaceborne and modelled surface soil moisture products with Cosmic-Ray Neutron Probes. Remote Sensing, 9(2), [103]. https://doi.org/10.3390/rs9020103

Validation of spaceborne and modelled surface soil moisture products with Cosmic-Ray Neutron Probes. / Montzka, Carsten; Bogena, Heye R.; Zreda, Marek G; Monerris, Alessandra; Morrison, Ross; Muddu, Sekhar; Vereecken, Harry.

In: Remote Sensing, Vol. 9, No. 2, 103, 2017.

Research output: Contribution to journalArticle

Montzka, C, Bogena, HR, Zreda, MG, Monerris, A, Morrison, R, Muddu, S & Vereecken, H 2017, 'Validation of spaceborne and modelled surface soil moisture products with Cosmic-Ray Neutron Probes', Remote Sensing, vol. 9, no. 2, 103. https://doi.org/10.3390/rs9020103
Montzka, Carsten ; Bogena, Heye R. ; Zreda, Marek G ; Monerris, Alessandra ; Morrison, Ross ; Muddu, Sekhar ; Vereecken, Harry. / Validation of spaceborne and modelled surface soil moisture products with Cosmic-Ray Neutron Probes. In: Remote Sensing. 2017 ; Vol. 9, No. 2.
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