Data and code for: "Meteorological drivers of three sequential honeybee pollination behaviors in gold kiwifruit: species-level thresholds, prediction hierarchy, and cross-site generalizability"

This repository contains the complete data and analysis code required to reproduce all numerical results, tables, and figures in the manuscript "Cross-site identity transfer of flower dwell time as a mechanism-based predictor of honeybee pollination in kiwifruit orchards" (Min, Lee & Lee), submitted to Apidologie. The study uses eight years (2018–2025) of concurrent honeybee (Apis mellifera) behavioural and meteorological monitoring at two gold kiwifruit (Actinidia chinensis 'Haegeum') orchards in southern Korea (Wando and Boseong) to decompose foraging into three sequential components — hive exit frequency, flower visitation, and flower dwell time — and to test their meteorological predictability, cross-site transferability, and biological validity against fruit seed number. Contents Data: data_wando_hourly.csv — hourly behavioural and meteorological observations, Wando data_boseong_hourly.csv — hourly behavioural and meteorological observations, Boseong Boseong_Block_N112.csv — block-level fruit sampling data for BPEI–seed validation Wando_BT_8per.csv, Wando_AP_8per.csv, Wando_Extra_2020_10per.csv — fruit sampling datasets Code (Python 3.12; NumPy, pandas, SciPy, scikit-learn, matplotlib): Ch1_reproduce.py — reproduces Table 1 (asymmetric Gaussian thermal optima) and Supplementary Table S6 (cross-validation and cross-site transfer) Ch1_apidologie_extensions.py — reproduces Figures 3–5 (permutation variable importance, climate-stress subsets, BPEI–seed-number validation) Ch1_supplementary_figures.py — reproduces Supplementary Figures S2–S3 README.md — full package documentation, execution instructions, and a value-verification table All scripts set numpy.random.seed(42) for deterministic reproducibility; every numerical value reported in the manuscript reproduces exactly when the deposited scripts are executed against the deposited data. This deposit is provided under restricted access for peer review. A secret link is available to editors and reviewers.