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Combining citizen-science data with data from a structured monitoring programme for a Swiss butterfly index
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DOI：10.1016/j.ecolind.2026.115230.png)
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Abstract
En 中文
• Calibrated occupancy models recover butterfly trends from citizen-science data. • Structured monitoring data were essential for model calibration and validation. • Index across 179 species shows slight decline, masking strong group contrasts. • Cold-adapted and oligotrophic-habitat species declined most strongly. • Warm-adapted and mobile species increased.
Keywords:
Bayesian inference
Citizen science
Europe
Insect
Monitoring
Site occupancy
Stan
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IF:
7.4
Papers:
1.3W
Citations:
7.1W
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