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. 2024 Nov 20;14:28725. doi: 10.1038/s41598-024-78361-y

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© The Author(s) 2024

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 6 — Monthly average Volumetric Soil Moisture, VSM (2022–2023, shown as a line plot), and the standard deviation (shown with shading) in (a) Imperial Valley and (b) Coachella Valley compared to the total daily precipitation (2022–2023, shown as bars) at our field sampling sites. Precipitation data was obtained from AQMIS and CIMIS and VSM data was obtained from NASA’s SMAP satellite. The grey boxes indicate our sampling dates at each site.