Dear colleagues,

2 slots are available for the 2-day course "Species occurrence data 
download and cleaning with R".

Dates and schedule: Online live sessions October 27th and 29th, 2025.

The course will be highly interactive and will include both theoretical 
and practical sessions. Participants are encouraged to work with their 
own species of interest, although several illustrative examples will 
also be provided.

Course webpage: 
https://www.transmittingscience.com/courses/ecology/species-occurrence-data-download-and-cleaning-with-r/

In this short course, we will use a range of tools to

1) Import species occurrence data from various sources into R (e.g. 
GBIF, iNaturalist, VertNet, EcoEngine, national / regional / continental 
atlases)

2) Join and arrange these data into a homogeneous dataset for analysis

3) Map and visually inspect the data for taxonomic and spatial errors 
and bias

4) Clean the data from detectable errors, using both non-automatic and 
automatic tools (e.g. 'scrubr', 'CoordinateCleaner')

5) Correct or minimize spatial biases with different tools (e.g. 
'spThin', 'humboldt.occ.rarefy', 'gridRecords').

Best wishes

Sole

-- 
Soledad De Esteban-Trivigno, PhD
Director
Transmitting Science
www.transmittingscience.com/courses

Bluesky @soledeesteban.bsky.social
X @SoleDeEsteban
Orcid: https://orcid.org/0000-0002-2049-0890
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