Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-3607
Publication type: | Article in scientific journal |
Type of review: | Peer review (publication) |
Title: | Change of plant phenophases explained by survival modeling |
Authors: | Templ, Barbara Fleck, Stefan Templ, Matthias |
DOI: | 10.21256/zhaw-3607 10.1007/s00484-016-1267-z |
Published in: | International Journal of Biometeorology |
Volume(Issue): | 61 |
Issue: | 5 |
Page(s): | 881 |
Pages to: | 889 |
Issue Date: | 2016 |
Publisher / Ed. Institution: | Springer |
ISSN: | 0020-7128 1432-1254 |
Language: | English |
Subjects: | Biogeographical regions of Europe; Cox model with time dependent covariates; Taraxacum officinale; Timing of flowering; Europe; Flower; Kaplan-Meier Estimate; Rain; Taraxacum; Temperature; Proportional Hazards Model; Season |
Subject (DDC): | 580: Plants (Botany) |
Abstract: | It is known from many studies that plant species show a delay in the timing of flowering events with an increase in latitude and altitude, and an advance with an increase in temperature. Furthermore, in many locations and for many species, flowering dates have advanced over the long-term. New insights using survival modeling are given based on data collected (1970-2010) along a 3000-km long transect from northern to eastern central Europe. We could clearly observe that in the case of dandelion (Taraxacum officinale) the risk of flowering time, in other words the probability that flowering occurs, is higher for an earlier day of year in later decades. Our approach assume that temperature has greater influence than precipitation on the timing of flowering. Evaluation of the predictive power of tested models suggests that Cox models may be used in plant phenological research. The applied Cox model provides improved predictions of flowering dates compared to traditional regression methods and gives further insights into drivers of phenological events. |
Further description: | Erworben im Rahmen der Schweizer Nationallizenzen (http://www.nationallizenzen.ch) |
URI: | https://digitalcollection.zhaw.ch/handle/11475/5658 |
Fulltext version: | Published version |
License (according to publishing contract): | Licence according to publishing contract |
Restricted until: | 2022-06-01 |
Departement: | School of Engineering |
Organisational Unit: | Institute of Data Analysis and Process Design (IDP) |
Appears in collections: | Publikationen School of Engineering |
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10.1007_s00484-016-1267-z.pdf | 608.17 kB | Adobe PDF | View/Open |
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Templ, B., Fleck, S., & Templ, M. (2016). Change of plant phenophases explained by survival modeling. International Journal of Biometeorology, 61(5), 881–889. https://doi.org/10.21256/zhaw-3607
Templ, B., Fleck, S. and Templ, M. (2016) ‘Change of plant phenophases explained by survival modeling’, International Journal of Biometeorology, 61(5), pp. 881–889. Available at: https://doi.org/10.21256/zhaw-3607.
B. Templ, S. Fleck, and M. Templ, “Change of plant phenophases explained by survival modeling,” International Journal of Biometeorology, vol. 61, no. 5, pp. 881–889, 2016, doi: 10.21256/zhaw-3607.
TEMPL, Barbara, Stefan FLECK und Matthias TEMPL, 2016. Change of plant phenophases explained by survival modeling. International Journal of Biometeorology. 2016. Bd. 61, Nr. 5, S. 881–889. DOI 10.21256/zhaw-3607
Templ, Barbara, Stefan Fleck, and Matthias Templ. 2016. “Change of Plant Phenophases Explained by Survival Modeling.” International Journal of Biometeorology 61 (5): 881–89. https://doi.org/10.21256/zhaw-3607.
Templ, Barbara, et al. “Change of Plant Phenophases Explained by Survival Modeling.” International Journal of Biometeorology, vol. 61, no. 5, 2016, pp. 881–89, https://doi.org/10.21256/zhaw-3607.
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