Pl@ntNet observations
Citation
AFFOUARD A, JOLY A, LOMBARDO J, CHAMP J, GOEAU H, CHOUET M, GRESSE H, BONNET P (2023). Pl@ntNet observations. Version 1.8. Pl@ntNet. Occurrence dataset https://doi.org/10.15468/gtebaa accessed via GBIF.org on 2024-08-12.Description
Pl@ntNet is a participatory botanical observation platform allowing to identify plants from photos (using deep learning) and to share the observations with the community. The platform has three main front-ends: Pl@ntNet androïd (http://bit.ly/1K4D1eU), Pl@ntNet iOS (http://apple.co/2cMtWgu) and Pl@ntNet web (https://identify.plantnet.org/). Pl@ntNet was founded in 2010 by a consortium of four French research organisms (CIRAD, Inria, INRAE and IRD) and is now open to other members. More information about Pl@ntNet project can be found at https://plantnet.org/.The observations in this collection are the ones for which the authors agree to share the associated pictures under a creative common licence and for which the species name is considered as valid.
Sampling Description
Study Extent
Entire world, Plantae.Sampling
No sampling protocol, opportunistic observations by Pl@ntNet users.Quality Control
The validation is based on three main criteria: - the identification confidence score greater than a given threshold, the score being inferred from (i) the output of the automated identification algorithm (categorical probability) and (ii) the species names proposed by the members - the contributor has a reputation score higher than a given threshold - the species name matches the checklist considered as the most trusted one for the country where the observation was doneMethod steps
- This collection contains observations of plants shared by Pl@ntNet users using one the three Pl@ntNet applications (androïd, iOS, web, more information here: https://plantnet.org/). The following filters were applied: - image license cc-* - is geolocated - is valid (identification score > threshold) - from a user with an enabled account - with a known species name (valid or synonym) in Pl@ntNet - species name != Cannabis - date_observation > 0 - must be in one of the WGSRPD polygon level 3 and the binomial species name (without author) must match a species of the corresponding Kew checklist
Taxonomic Coverages
Pl@ntNet observations focus on plants.
-
Plantaecommon name: Plant rank: kingdom
Geographic Coverages
Plant observations from Pl@ntNet network come from all around the world.
Bibliographic Citations
- Joly, A., Goëau, H., Bonnet, P., Bakić, V., Barbe, J., Selmi, S., ... & Yahiaoui I., Carré J., Mouysset E., Molino J.-f., Boujemaa B., Barthélémy D., (2014). Interactive plant identification based on social image data. Ecological Informatics, 23, 22-34. - https://doi.org/10.1016/j.ecoinf.2013.07.006
- Joly, A., Bonnet, P., Goëau, H., Barbe, J., Selmi, S., Champ, J., Dufour-Kowalski, S., Affouard, A., Carré, J., Molino, J.-f., Boujemaa, N., & Barthélémy D., (2016). A look inside the Pl@ntNet experience. Multimedia Systems, 22(6), 751-766. - https://doi.org/10.1007/s00530-015-0462-9
- Goëau, H., Bonnet, P., Joly, A., 2017. Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017). CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. ⟨hal-01629183⟩ - https://hal.archives-ouvertes.fr/hal-01629183
- Affouard, A., Goëau, H., Bonnet, P., Lombardo, J. C., & Joly, A., (2017). Pl@ntNet app in the era of deep learning. ICLR: International Conference on Learning Representations, Apr 2017, Toulon, France. ⟨hal-01629195⟩ - https://hal.archives-ouvertes.fr/hal-01629195
Contacts
Antoine AFFOUARDoriginator
position: Engineer
Inria
LIRMM
Montpellier
34095
FR
email: antoine.affouard@inria.fr
Alexis JOLY
originator
position: Research Director
Inria
LIRMM
Montpellier
34095
FR
email: alexis.joly@inria.fr
homepage: http://www-sop.inria.fr/members/Alexis.Joly/wiki/pmwiki.php
userId: https://orcid.org/0000-0002-2161-9940
Jean-Christophe LOMBARDO
originator
position: Research Engineer
Inria
LIRMM
Montpellier
34095
FR
email: jean-christophe.lombardo@inria.fr
homepage: http://www-sop.inria.fr/members/Jean-Christophe.Lombardo/
userId: https://orcid.org/0000-0002-9656-4219
Julien CHAMP
originator
position: Research Engineer
Inria
LIRMM
Montpellier
34095
FR
email: julien.champ@inria.fr
userId: https://orcid.org/0000-0002-2042-0411
Hervé GOEAU
originator
position: Researcher
CIRAD, AMAP Joint Research Unit
Cirad, Umr Amap - TA A-51/ps1, Bd de La Lironde
Montpellier Cedex 5 (France)
34398
FR
email: herve.goeau@cirad.fr
userId: https://orcid.org/0000-0003-3296-3795
Mathias CHOUET
originator
position: Engineer
Inria
LIRMM
Montpellier
34095
FR
email: mathias.chouet@cirad.fr
Hugo GRESSE
originator
position: Engineer
Inria
LIRMM
Montpellier
34095
FR
email: hugo.gresse@inria.fr
Pierre BONNET
originator
position: Botanist
CIRAD, AMAP Joint Research Unit
Cirad, Umr Amap - TA A-51/ps1, Bd de La Lironde
Montpellier Cedex 5 (France)
34398
FR
email: pierre.bonnet@cirad.fr
homepage: http://agents.cirad.fr/index.php/Pierre+BONNET
userId: https://orcid.org/0000-0002-2828-4389
Antoine AFFOUARD
metadata author
position: Engineer
Inria
LIRMM
Montpellier
34095
FR
email: antoine.affouard@inria.fr
Antoine AFFOUARD
programmer
position: Engineer
Inria
LIRMM
Montpellier
34095
FR
email: antoine.affouard@inria.fr
Pierre BONNET
administrative point of contact
position: Botanist
CIRAD, AMAP Joint Research Unit
Cirad, Umr Amap - TA A-51/ps1, Bd de La Lironde
Montpellier Cedex 5 (France)
34398
FR
email: pierre.bonnet@cirad.fr
homepage: http://agents.cirad.fr/index.php/Pierre+BONNET
userId: https://orcid.org/0000-0002-2828-4389