Cosmic-ray neutron probes for satellite soil moisture validation

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Low resolution satellite products are often validated by point-scale in-situ soil moisture measurements from TDR/FDR devices, where the scale mismatch limits the quality of validation efforts in heterogeneous regions. In Cosmic Ray Neutron Probes (CRNP) provide area-average soil moisture within a 150-250 m radius footprint, so that they are able to fill the scale gap between both systems. In this study we evaluate differences and communalities 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). CRNPs within the Rur catchment in Germany have been selected for comparison. Standard validation scores identified SMAP to provide a high accuracy soil moisture product with low noise or uncertainties as compared to CRNPs.

Original languageEnglish (US)
Title of host publication2017 IEEE International Geoscience and Remote Sensing Symposium
Subtitle of host publicationInternational Cooperation for Global Awareness, IGARSS 2017 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3957-3960
Number of pages4
Volume2017-July
ISBN (Electronic)9781509049516
DOIs
StatePublished - Dec 1 2017
Event37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017 - Fort Worth, United States
Duration: Jul 23 2017Jul 28 2017

Other

Other37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017
CountryUnited States
CityFort Worth
Period7/23/177/28/17

Fingerprint

neutron probe
Cosmic rays
Soil moisture
cosmic ray
Neutrons
soil moisture
Satellites
ASCAT
SMOS
time domain reflectometry
data assimilation
footprint
radiometer
Radiometers
Catchments
catchment
Microwaves
Scanning
simulation
product

Keywords

  • AMSR2
  • ASCAT
  • Cosmic ray neutron probes
  • GLDAS2
  • SMAP
  • SMOS
  • Soil moisture

ASJC Scopus subject areas

  • Computer Science Applications
  • Earth and Planetary Sciences(all)

Cite this

Montzka, C., Bogena, H. R., Zreda, M. G., Monerris, A., Morrison, R., Muddu, S., & Vereecken, H. (2017). Cosmic-ray neutron probes for satellite soil moisture validation. In 2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings (Vol. 2017-July, pp. 3957-3960). [8127866] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2017.8127866

Cosmic-ray neutron probes for satellite soil moisture validation. / Montzka, Carsten; Bogena, Heye R.; Zreda, Marek G; Monerris, Alessandra; Morrison, Ross; Muddu, Sekhar; Vereecken, Harry.

2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. Vol. 2017-July Institute of Electrical and Electronics Engineers Inc., 2017. p. 3957-3960 8127866.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Montzka, C, Bogena, HR, Zreda, MG, Monerris, A, Morrison, R, Muddu, S & Vereecken, H 2017, Cosmic-ray neutron probes for satellite soil moisture validation. in 2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. vol. 2017-July, 8127866, Institute of Electrical and Electronics Engineers Inc., pp. 3957-3960, 37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, United States, 7/23/17. https://doi.org/10.1109/IGARSS.2017.8127866
Montzka C, Bogena HR, Zreda MG, Monerris A, Morrison R, Muddu S et al. Cosmic-ray neutron probes for satellite soil moisture validation. In 2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. Vol. 2017-July. Institute of Electrical and Electronics Engineers Inc. 2017. p. 3957-3960. 8127866 https://doi.org/10.1109/IGARSS.2017.8127866
Montzka, Carsten ; Bogena, Heye R. ; Zreda, Marek G ; Monerris, Alessandra ; Morrison, Ross ; Muddu, Sekhar ; Vereecken, Harry. / Cosmic-ray neutron probes for satellite soil moisture validation. 2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. Vol. 2017-July Institute of Electrical and Electronics Engineers Inc., 2017. pp. 3957-3960
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