Articles | Volume 26, issue 3
https://doi.org/10.5194/nhess-26-1183-2026
https://doi.org/10.5194/nhess-26-1183-2026
Research article
 | 
09 Mar 2026
Research article |  | 09 Mar 2026

Identification of hydro-meteorological drivers for forest low greenness events in Europe

Pauline Rivoire, Sonia Dupuis, Antoine Guisan, Pascal Vittoz, and Daniela I. V. Domeisen

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Cited articles

Adams, H. D., Zeppel, M. J. B., Anderegg, W. R. L., et al.: A multi-species synthesis of physiological mechanisms in drought-induced tree mortality, Nature Ecology & Evolution, 1, 1285–1291, https://doi.org/10.1038/s41559-017-0248-x, 2017. a
Aklilu Tesfaye, A. and Gessesse Awoke, B.: Evaluation of the saturation property of vegetation indices derived from sentinel-2 in mixed crop-forest ecosystem, Spatial Information Research, 29, 109–121, https://doi.org/10.1007/s41324-020-00339-5, 2021. a
Alavi, G.: The impact of soil moisture on stem growth of spruce forest during a 22-year period, Forest Ecology and Management, 166, 17–33, https://doi.org/10.1016/S0378-1127(01)00661-2, 2002. a, b
Anderegg, W. R. L., Schwalm, C., Biondi, F., Camarero, J. J., Koch, G., Litvak, M., Ogle, K., Shaw, J. D., Shevliakova, E., Williams, A. P., Wolf, A., Ziaco, E., and Pacala, S.: Pervasive drought legacies in forest ecosystems and their implications for carbon cycle models, Science, 349, 528–532, https://doi.org/10.1126/science.aab1833, 2015. a, b
Asam, S., Eisfelder, C., Hirner, A., Reiners, P., Holzwarth, S., and Bachmann, M.: AVHRR NDVI Compositing Method Comparison and Generation of Multi-Decadal Time Series—A TIMELINE Thematic Processor, Remote Sensing, 15, 1631, https://doi.org/10.3390/rs15061631, 2023. a, b
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Short summary
Our study investigates the temperature, precipitation, humidity, and soil moisture conditions leading to the browning of the European forests in summer. Using a Random Forest model and satellite measurements of vegetation greenness, we identify key conditions to predict forest damage. We conclude that hot and dry conditions in spring and summer are adverse conditions. The conditions during the preceding year can also have an impact, with the relevant period varying by forest type.
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