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GAM phenophase estimation
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Knowledge graph centered on GAM phenophase estimation with 39 nodes and 149 connections. Top connected: Unknown, Bombus, Delphinium, Bombus terrestris, Bombus appositus.
Description
Using Generalized Additive Models to estimate emergence, peak, and senescence timing from sparse time-series abundance data. Models fit abundance curves and extract phenological metrics from first and last occurrences relative to peak abundance.
Typical Equipment
- R software
- mgcv R package
Output Measurements
- emergence date
- peak abundance date
- senescence date