Quo Vadis, Orthotrichum pulchellum? A Journey of Epiphytic Moss across the European Continent
Abstract
:1. Introduction
2. Materials and Methods
2.1. Species Identifying
2.2. Species Occurrence Data
2.3. Environmental Layers and Variable Selection
2.4. Future Scenarios
2.5. Background Points and Background Area
2.6. Used Algorithm
2.7. Feature Class and Regularization
2.8. Extrapolation Risk
2.9. Model Settings and Evaluation
3. Results
3.1. Clusters Distribution along Environmental Gradients
3.2. Model Predictions for Each Cluster
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Environmental Variables: |
---|
bio02 = Mean Diurnal Range |
bio03 = Isothermality |
bio04 = Temperature Seasonality |
bio06 = Min Temperature of Coldest Month |
bio10 = Mean Temperature of Warmest Quarter |
bio13 = Precipitation of Wettest Month |
bio15 = Precipitation Seasonality |
Cluster No. | No. of Samples | Environmental Layers Used * | Feature Class Combinations | Regularization Multiplier | Mean AUC Score |
---|---|---|---|---|---|
1 | 925 | bio04, bio10, bio03, bio15 | lqpth | 2 | 0.733 |
2 | 1368 | bio04, bio10, bio02 | lqpt | 0.7 | 0.743 |
3 | 419 | bio04, bio10, bio03, bio15, bio06, bio02 | lqpth | 0.1 | 0.786 |
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Plášek, V.; Číhal, L.; Müller, F.; Smoczyk, M.; Marková, I.; Fialová, L. Quo Vadis, Orthotrichum pulchellum? A Journey of Epiphytic Moss across the European Continent. Plants 2022, 11, 2669. https://doi.org/10.3390/plants11202669
Plášek V, Číhal L, Müller F, Smoczyk M, Marková I, Fialová L. Quo Vadis, Orthotrichum pulchellum? A Journey of Epiphytic Moss across the European Continent. Plants. 2022; 11(20):2669. https://doi.org/10.3390/plants11202669
Chicago/Turabian StylePlášek, Vítězslav, Lukáš Číhal, Frank Müller, Michał Smoczyk, Ivana Marková, and Lucie Fialová. 2022. "Quo Vadis, Orthotrichum pulchellum? A Journey of Epiphytic Moss across the European Continent" Plants 11, no. 20: 2669. https://doi.org/10.3390/plants11202669