Preprints
https://doi.org/10.5194/egusphere-2023-3096
https://doi.org/10.5194/egusphere-2023-3096
09 Jan 2024
 | 09 Jan 2024

Technical Note: Smartphone-based evapotranspiration monitoring

Adriaan J. Teuling and Jasper F. D. Lammers

Abstract. Evapotranspiration plays a key role in the terrestrial water cycle, climate extremes and vegetation functioning. However, the understanding of spatio-temporal variability of evapotranspiration is limited by a lack of measurement techniques that are low-cost, and that can be applied anywhere at any time. Here we show that evapotranspiration can be estimated accurately using only observations made by smartphone sensors. Individual variables known to effect evapotranspiration generally showed a high correlation with routine observations during a multi-day field test. In combination with a simple ML-algorithm trained on observed evapotranspiration, the smartphone-observations had a mean RMSE of 0.10 and 0.05 mm/h when compared to lysimeter and eddy covariance observations, respectively. This is comparable to an error of 0.08 mm/h when estimating the eddy covariance ET from the lysimeter or vice versa. The results suggests that smartphone-based ET monitoring could provide a realistic and low-cost alternative for real-time ET estimation in the field.

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Adriaan J. Teuling and Jasper F. D. Lammers

Status: final response (author comments only)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2023-3096', Anonymous Referee #1, 03 Mar 2024
    • AC1: 'Reply on RC1', Adriaan J. (Ryan) Teuling, 14 Mar 2024
  • RC2: 'Comment on egusphere-2023-3096', Anonymous Referee #2, 24 Mar 2024
    • AC2: 'Reply on RC2', Adriaan J. (Ryan) Teuling, 07 Apr 2024
Adriaan J. Teuling and Jasper F. D. Lammers

Data sets

Smartphone evapotranspiration field campaign data Adriaan J. Teuling and Jasper Lammers https://www.hydroshare.org/resource/bfdb0c003e2248cc90bc75845d008887

Adriaan J. Teuling and Jasper F. D. Lammers

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Short summary
The understanding of spatio-temporal variability of evapotranspiration is currently limited by a lack of measurement techniques that are low-cost, and that can be applied anywhere at any time. Here we show that evapotranspiration can be estimated accurately using only observations made by smartphone sensors, suggesting that smartphone-based ET monitoring could provide a realistic and low-cost alternative for real-time ET estimation in the field.