Published June 20, 2025 | Version v1
Dataset Open

Recent vegetation shifts in the French Alps with winners outnumbering losers

  • 1. Conservatoire Botanique National Alpin
  • 2. ROR icon Laboratoire d'Écologie Alpine
  • 3. CNRS en Alpes

Description

Description of the data and file structure

File1:

cbna_df.csv

Description: Raw dataset from the Conservatoire Botanique National Alpin. 

Columns:
id_observation: ID for each observations.
time_period: Time period of the observation. The raw dataset contains 7 time period, but the first one was removed for the analysis.
cd_ref: National (France) taxonomic references. 
x_centroid: Longitute (Lambert 93) of the centroid (5x5km).
y_centroid: Latitude (Lambert 93) of the centroid (5x5km).

 

File2:

Frescalo_output.csv 

Description: This file is derived from file 1 after the Frescalo algorithm. It corresponds to a time series of the "frequency" changes for each species. 

Columns:
Species: Corresponds to the cd_ref from the file1.
Time: Time period. Correspond to the time period column of the file1 (here time are numerical). 
TFactor: TFactor estimation from the Frescalo algorithm. 
StDev: Standart deviation associated to each time factor (estimated from Frescalo). 

 

File3:

status_sp.csv 

Description: This file is derived from file 2. After applying bayesian multilevel models, we get the species status (e.g., winner, loser or stable).

Columns:
species: Corresponds to the cd_ref from the file1.
slope: Estimate of the slope value from the bayesian model.
error: Error associated to the slope value. 
status group: Final group (i.e., winner, loser, stable, data deficient, non signif-change).

 

Files

cbna_df.csv

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