Enhancing soil moisture retrievals from cosmic ray neutron sensor in a peri-urban agricultural landscape

Noč, Matic (avtor), Golob, Nejc (avtor), Pirnat, Matjaž (avtor), Pečan, Urša (avtor), Srdoč, Špela (avtor), Švegelj, Žiga (avtor), Zupanc, Vesna (avtor), Železnikar, Špela (avtor), Žvokelj, Luka (avtor), Cvejić, Rozalija (avtor)

Cosmic ray neutron sensors (CRNS) provide continuous, non-invasive monitoring of soil water content (SWC) at intermediate spatial scale, while their accuracy in heterogeneous landscapes remains less explored. In this study, a CRNS deployed in a peri-urban patchy agricultural landscape was calibrated using five gravimetric campaigns. SWC measured with CRNS was compared with the mean in situ SWC from a network of nine frequency domain (FD) sensors. Weighted mean volumetric SWC closely matched daily in situ measurements at 10 cm depth (mean difference = 1.7 vol% ± 1.5 vol%). Using the gravimetric sampling campaign with mean SWC near field capacity, combined with corrections for air pressure, incoming muons, water vapor and the short-term JUNG correction, resulted in the lowest RMSE for the measurement period, with a value of 3.81 vol%. Correlation between CRNS and in situ SWC was high and significant (ρ = 0.84, p < 0.001). Monthly differences between the in situ sensor and the calibrated CRNS SWC were generally below 5 vol%, with no significant differences observed during late summer periods. These results demonstrate that locally calibrated CRNS is suitable for drought monitoring at a heterogeneous rainfed landscape, while its use for other objectives, such as precision irrigation, requires further validation.

• Jezik: Angleški jezik
• Ključne besede: cosmic ray neutron sensor, calibration, frequency domain, drought onset detection
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: BF - Biotehniška fakulteta
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2026
• Št. strani: 13 str.
• Številčenje: Vol. 333, art.110564
• PID: 20.500.12556/RUL-184097
• UDK: 631
• ISSN pri članku: 0378-3774
• DOI: 10.1016/j.agwat.2026.110564
• COBISS.SI-ID: 282816003
• Datum objave v RUL: 26.06.2026

Gradivo je del revije

• Naslov: Agricultural water management
• Skrajšan naslov: Agric. water manage.
• Založnik: Elsevier
• ISSN: 0378-3774
• COBISS.SI-ID: 26708224

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: vlaga v tleh, senzorji, monitoring, talna vlaga, suša, namakanje