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Example data and code for FAC-based bloom phenology extraction and PCA/PCR analysis in global lakes

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Figshare2026-03-05 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Example_data_and_code_for_FAC-based_bloom_phenology_extraction_and_PCA_PCR_analysis_in_global_lakes/31489222
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The package is intended to document the core analytical steps used in the study and to improve methodological transparency and reproducibility.The files include:(1) an example Google Earth Engine workflow for calculating fractional floating algae cover (FAC) for one lake in one year;(2) an example daily FAC CSV output for one lake-year;(3) a MATLAB function for estimating bloom phenology metrics, including bloom start date (SOD) and bloom end date (EOD), from daily FAC time series using Fourier fitting and a threshold-based rule; and(4) a MATLAB function for principal component analysis (PCA) and principal component regression (PCR) used to analyze the relationships between environmental/socioeconomic drivers and bloom metrics.
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2026-03-05
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