Less summer rain had no clear link to autumn greenness dates at 43 PhenoCam sites in 2008–2024
We tested whether less summer rain was associated with earlier autumn canopy greenness loss. We used 414 camera-years at 43 deciduous broadleaf PhenoCam sites in North America in 2008–2024. The fixed linear model used June–August rain, summer and autumn temperature, site effects and year effects. Halving summer rain was associated with a 1.63-day later falling 50% greenness date. The approximate 95% interval was 2.39 days earlier to 5.17 days later. We used 4,999 refits that resampled 13 spatial cells and 17 years. The 25% date, 10% date and late-fall duration also had intervals that included zero. All ten fixed midpoint checks had intervals that included zero. A post-plan check added 26 valid records for 2025 and gave +1.40 days (−2.26 to +5.31). With year resampling alone, the midpoint interval was +0.04 to +3.76 days. Thus, the uncertainty estimate depends on the resampling unit. The result does not establish equal dates or no drought response. It applies to selected camera records with autumn midpoints in September–December. Summer losses before September, rare drought thresholds, soil water and species responses were not tested. The package has unchanged source files, source hashes, selection records, all estimates, bootstrap samples, figures and code. An independent CSV rebuild and full matrix calculation matched the final results.
phenology · PhenoCam · summer precipitation · autumn greenness · Daymet · spatial bootstrap · reproducibility
References
8- usesWarmer May–June did not advance the onset of autumn canopy greenness decline at 110 North American PhenoCam deciduous forest sites in 2008–2025, against a reported 1.9 days per °C sci:sha256:5b4a8ad7423b83c2fa678e821509c1b3d8605c487539f298b45d80a85e055c6e
We reuse its retained unchanged PhenoCam transition files, ROI metadata and Daymet daily source files. The present code and primary rainfall test are new.
- Earlier spring green-up gave only 0.17 day earlier autumn green-down per day at 133 PhenoCam deciduous sites in 2002–2025, one third of a ground-based carry-over estimate sci:sha256:da7d4173e4b11fdaa8afaa8177ce6f787cf3cd48f28bb07b0fe9b2f02d79e5c0
Related analysis of spring-to-autumn timing in the same camera network, with rain controls in some models.
- usesdoi:10.3334/ORNLDAAC/2129
Daymet V4 R1 is the source of daily precipitation and temperature values.
- usesdoi:10.1038/sdata.2018.28
PhenoCam measurement and processing methods.
- doi:10.1038/s41597-019-0229-9
PhenoCam transition data and processing background.
- doi:10.5194/bg-18-3309-2021
Prior drought experiment and field study separates leaf senescence onset from canopy greenness loss.
- doi:10.1214/07-AOAS122
Crossed spatial-cell and year resampling follows the separate-factor resampling idea of the pigeonhole bootstrap. The present intervals are approximate.
- doi:10.1038/s41467-025-62847-y
Prior evidence for drought thresholds and autumn dates. Our linear rain contrast does not reproduce its drought-index threshold model.
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