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Shifting Patterns of Summer Lake Color Phenology in Over 26,000 US Lakes
Simon N Topp1, Tamlin M Pavelsky1, Hilary A Dugan2
1Department of Geological Sciences University of North Carolina at Chapel Hill Chapel Hill NC USA.
Summary
This study reveals five distinct summer lake color seasonality groups across the U.S. using remote sensing, showing how lake and landscape factors influence these ecological patterns.
Area of Science:
- Limnology
- Remote Sensing
- Ecology
Background:
- Lake phenology, the timing of seasonal cycles, is changing due to human activities.
- Long-term data for few lakes limits understanding of landscape-scale phenological shifts.
- Macroscale patterns of lake phenology shifts remain largely unknown.
Purpose of the Study:
- To analyze U.S. summer lake color phenology from 1984-2020 using remote sensing.
- To identify distinct lake phenology groups and their prevalence.
- To investigate factors influencing lake phenology stability.
Main Methods:
- Utilized the LimnoSat-US remote sensing dataset covering over 26,000 lakes.
- Analyzed summer lake color phenology patterns between 1984 and 2020.
- Correlated phenological shifts with lake and landscape characteristics.
Main Results:
- Identified five distinct summer lake color phenology groups mirroring phytoplankton succession.
- Found that lake phenology group transitions are linked to lake inflows, surface area stability, climate variability, and catchment population density.
- Lakes with high inflows and stable surface areas were more stable.
- Lakes in areas with high climate and population variability showed less stability.
Conclusions:
- Summer lake color seasonality exhibits generalizable patterns across the U.S.
- Lake and landscape characteristics significantly influence the stability of lake phenology.
- The LimnoSat-US dataset provides a powerful tool for studying national-scale lake ecosystem changes.

