Articles | Volume 29, issue 12
https://doi.org/10.5194/hess-29-2583-2025
https://doi.org/10.5194/hess-29-2583-2025
Research article
 | 
18 Jun 2025
Research article |  | 18 Jun 2025

Data-driven scaling methods for soil moisture cosmic ray neutron sensors

Roland Baatz, Patrick Davies, Paolo Nasta, and Heye Bogena

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Cited articles

Baatz, R.: CRNS_v1.0.0 Data-driven scaling methods for soil moisture cosmic ray neutron sensors, Zenodo [data set], https://doi.org/10.5281/zenodo.15655569, 2025. 
Baatz, R., Bogena, H. R., Hendricks Franssen, H.-J., Huisman, J. A., Qu, W., Montzka, C., and Vereecken, H.: Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods, J. Hydrol., 516, 231–244, https://doi.org/10.1016/j.jhydrol.2014.02.026, 2014. 
Baatz, R., Bogena, H. R., Hendricks Franssen, H.-J., Huisman, J. A., Montzka, C., and Vereecken, H.: An empirical vegetation correction for soil water content quantification using cosmic ray probes, Water Resour. Res., 51, 2030–2046, https://doi.org/10.1002/2014WR016443, 2015. 
Baatz, R., Hendricks Franssen, H.-J., Han, X., Hoar, T., Bogena, H. R., and Vereecken, H.: Evaluation of a cosmic-ray neutron sensor network for improved land surface model prediction, Hydrol. Earth Syst. Sci., 21, 2509–2530, https://doi.org/10.5194/hess-21-2509-2017, 2017. 
Babaeian, E., Sadeghi, M., Jones, S. B., Montzka, C., Vereecken, H., and Tuller, M.: Ground, Proximal, and Satellite Remote Sensing of Soil Moisture, Rev. Geophys., 57, 530–616, https://doi.org/10.1029/2018RG000618, 2019. 
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Short summary
The data-driven approach enhances soil water content measurements by improving the precision of cosmic ray neutron sensors (CRNSs). This study demonstrates a new method to account for dynamics in air pressure, atmospheric humidity, and incoming neutron intensity. Soil water content measured by CRNSs showed reduced errors compared to reference measurements. The findings highlight the need for precise adjustments to better measure soil moisture for agricultural, water, and climate monitoring.
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