diff --git a/1-enrich-with-datacite/all_datacite_clients_for_uga.csv b/1-enrich-with-datacite/all_datacite_clients_for_uga.csv
index b9fbae6124c719585127975a15eb20ea2e353025..bb051e70f06359350f67801ce8496c5537ad19e6 100644
--- a/1-enrich-with-datacite/all_datacite_clients_for_uga.csv
+++ b/1-enrich-with-datacite/all_datacite_clients_for_uga.csv
@@ -1,5 +1,5 @@
 client,count,name,year,url
-cern.zenodo,698,Zenodo,2013,https://zenodo.org/
+cern.zenodo,702,Zenodo,2013,https://zenodo.org/
 inist.sshade,474,Solid Spectroscopy Hosting Architecture of Databases and Expertise,2019,https://www.sshade.eu/
 figshare.ars,258,figshare Academic Research System,2016,http://figshare.com/
 inist.osug,238,Observatoire des Sciences de l'Univers de Grenoble,2014,http://doi.osug.fr
@@ -7,7 +7,7 @@ dryad.dryad,157,DRYAD,2018,https://datadryad.org
 inist.resif,80,Réseau sismologique et géodésique français,2014,https://www.resif.fr/
 inist.persyval,55,PERSYVAL-Lab : Pervasive Systems and Algorithms Lab,2016,
 rdg.prod,48,Recherche Data Gouv France,2022,https://recherche.data.gouv.fr/en
-inist.humanum,44,Huma-Num,2020,https://nakala.fr
+inist.humanum,45,Huma-Num,2020,https://nakala.fr
 fmsh.prod,28,Fondation Maison des sciences de l'homme,2023,
 mcdy.dohrmi,12,dggv-e-publications,2020,https://www.dggv.de/publikationen/dggv-e-publikationen.html
 figshare.sage,6,figshare SAGE Publications,2018,
diff --git a/1-enrich-with-datacite/nb-dois.txt b/1-enrich-with-datacite/nb-dois.txt
index 3827a8bde10a7d01ed7cea0dcaeb893a7077ad5c..df124cff2e7211da185f204cdb17ff3665a12220 100644
--- a/1-enrich-with-datacite/nb-dois.txt
+++ b/1-enrich-with-datacite/nb-dois.txt
@@ -1 +1 @@
-2132
\ No newline at end of file
+2137
\ No newline at end of file
diff --git a/2-produce-graph/hist-evol-datasets-per-repo.png b/2-produce-graph/hist-evol-datasets-per-repo.png
index 47fb612bd15f731a76f1226c79dfd38e1e202b1b..b1fc1a27328f7232a7db200b3fe942a9f74a6c83 100644
Binary files a/2-produce-graph/hist-evol-datasets-per-repo.png and b/2-produce-graph/hist-evol-datasets-per-repo.png differ
diff --git a/2-produce-graph/hist-last-datasets-by-client.png b/2-produce-graph/hist-last-datasets-by-client.png
index 9abdc17f240ac23dc3ba5ebc89a5ce42d04bc7c9..6cb507c23d3899a90d100d506a74d25cd0963f91 100644
Binary files a/2-produce-graph/hist-last-datasets-by-client.png and b/2-produce-graph/hist-last-datasets-by-client.png differ
diff --git a/2-produce-graph/hist-quantity-year-type.png b/2-produce-graph/hist-quantity-year-type.png
index 7f4a9ff764387f906b8e849ec36df00d8e4ca648..f0fefcbcc7d81e79a540b09d97f7f5195137d463 100644
Binary files a/2-produce-graph/hist-quantity-year-type.png and b/2-produce-graph/hist-quantity-year-type.png differ
diff --git a/2-produce-graph/pie--datacite-client.png b/2-produce-graph/pie--datacite-client.png
index d9e3ca5ea29e83ffd4ecc04a5abd72a442c7c6ec..ae603cbaee366625b661ce1f2e55ae8e12a4f02e 100644
Binary files a/2-produce-graph/pie--datacite-client.png and b/2-produce-graph/pie--datacite-client.png differ
diff --git a/2-produce-graph/pie--datacite-type.png b/2-produce-graph/pie--datacite-type.png
index d287e6399b039d52d0c9f46d289d73bc6317a251..9d46d2120af4553c9ce25ae6efcfcf8bd1b62104 100644
Binary files a/2-produce-graph/pie--datacite-type.png and b/2-produce-graph/pie--datacite-type.png differ
diff --git a/dois-uga.csv b/dois-uga.csv
index 24cf657f4ee048d47b7fc7ca0362149132462d5b..758b1b2d861378395fb5fd54a83d3bc1f88bab19 100644
--- a/dois-uga.csv
+++ b/dois-uga.csv
@@ -9771,3 +9771,29 @@ Cette édition est basée sur le texte du ms. Rep. I 44d. Il s’agit de la vers
 10.34847/nkl.0bc73yxl,"Édition TEI de la pièce Ploutos d’Aristophane (Ve siècle avant J.-C.), traduite par anonyme, env. XV-XVIe",NAKALA - https://nakala.fr (Huma-Num - CNRS),2024,la,Text,,"La présente édition s’inscrit dans le cadre du projet Translatoscope de l'Université Grenoble Alpes, dédié à l'étude de l’histoire des traductions d’Aristophane. L’encodage du texte a été réalisé en suivant les recommandations de la Text Encoding Initiative (http://www.tei-c.org/Guidelines/P5/). 
 Cette édition est basée sur le texte du ms. Arund. 338 (ff. 123r-126v). Il s’agit de la version latine du Ploutos d'Aristophane par un traducteur anonyme, que je publie ici pour la première fois. Je propose une édition diplomatique interprétative et j'offre une transcription fidèle du manuscrit : par « transcription fidèle » je me réfère à une transcription qui résout les abréviations (qui ne sont pas signalées, pour ne pas alourdir la page avec des signes typographiques fastidieux), introduit les signes diacritiques, normalise les majuscules et la ponctuation, et découpe les mots selon l’usage moderne, mais respecte scrupuleusement la graphie des mots du texte original. J'ai corrigé les erreurs mécaniques ou involontaires du copiste, pour rendre le texte de la version latine plus intelligible aux lecteurs.",api,True,findable,0,0,0,0,0,2024-05-26T18:42:49.000Z,2024-05-26T18:42:49.000Z,inist.humanum,jbru,"TEI,Aristophane,Latin (langue),XVe siècle,XVIe siècle,Traduction,TEI,Aristophanes,Latin,15th century,16th century,translation,Theater–Greece,Latin language, Medieval and modern,15th century,16th century","[{'lang': 'fr', 'subject': 'TEI'}, {'lang': 'fr', 'subject': 'Aristophane'}, {'lang': 'fr', 'subject': 'Latin (langue)'}, {'lang': 'fr', 'subject': 'XVe siècle'}, {'lang': 'fr', 'subject': 'XVIe siècle'}, {'lang': 'fr', 'subject': 'Traduction'}, {'lang': 'en', 'subject': 'TEI'}, {'lang': 'en', 'subject': 'Aristophanes'}, {'lang': 'en', 'subject': 'Latin'}, {'lang': 'en', 'subject': '15th century'}, {'lang': 'en', 'subject': '16th century'}, {'lang': 'en', 'subject': 'translation'}, {'subject': 'Theater–Greece'}, {'subject': 'Latin language, Medieval and modern'}, {'subject': '15th century'}, {'subject': '16th century'}]",['47958 Bytes'],['text/xml'],,,,
 10.34847/nkl.4fffo4d1,"Édition TEI de la pièce Ploutos d’Aristophane (Ve siècle avant J.-C.), traduite par Pierre Brumoy (1688 - 1742), 1730",NAKALA - https://nakala.fr (Huma-Num - CNRS),2024,fr,Text,,"La présente édition s’inscrit dans le cadre du projet Translatoscope de l'Université Grenoble Alpes, dédié à l'étude de l’histoire des traductions d’Aristophane. L’encodage du texte a été réalisé en suivant les recommandations de la Text Encoding Initiative (http://www.tei-c.org/Guidelines/P5/).",api,True,findable,0,0,0,0,0,2024-05-26T18:32:21.000Z,2024-05-26T18:32:22.000Z,inist.humanum,jbru,"TEI,Traduction,Aristophane,XVIIIe siècle,français (langue),TEI,Aristophanes,translation,18th century,french,Theater–Greece,18th century,French language","[{'lang': 'fr', 'subject': 'TEI'}, {'lang': 'fr', 'subject': 'Traduction'}, {'lang': 'fr', 'subject': 'Aristophane'}, {'lang': 'fr', 'subject': 'XVIIIe siècle'}, {'lang': 'fr', 'subject': 'français (langue)'}, {'lang': 'en', 'subject': 'TEI'}, {'lang': 'en', 'subject': 'Aristophanes'}, {'lang': 'en', 'subject': 'translation'}, {'lang': 'en', 'subject': '18th century'}, {'lang': 'en', 'subject': 'french'}, {'subject': 'Theater–Greece'}, {'subject': '18th century'}, {'subject': 'French language'}]",['239197 Bytes'],['text/xml'],,,,
+10.5281/zenodo.11401732,Supplementary material for 3D wave propagation and earthquake dynamic rupture simulations in complex poroelastic media,Zenodo,2024,,Dataset,Creative Commons Attribution 4.0 International,"This repository contains all files to reproduce the SeisSol simulations for the article ""3D wave propagation and earthquake dynamic rupturesimulations in complex poroelastic media"" submitted to GJI.",api,True,findable,0,0,0,0,0,2024-05-31T14:41:22.000Z,2024-05-31T14:41:22.000Z,cern.zenodo,cern,,,,,,,['HasVersion'],
+10.5281/zenodo.11359207,Fluidimage: a Python framework to study flows from images,Zenodo,2024,en,Software,GNU General Public License v3.0 or later,"Image processing is a common method in fluid mechanics, with various algorithms such as Particle Image Velocimetry (PIV) or Light Induced Fluorescence (LIF) used to compute velocity, vorticity, concentration or temperature fields. Fluidimage is a Python framework to process images of fluids and analyze the results.",api,True,findable,0,0,0,0,1,2024-05-27T21:10:28.000Z,2024-05-27T21:10:28.000Z,cern.zenodo,cern,Fluid mechanics,"[{'subject': 'Fluid mechanics', 'subjectScheme': 'EuroSciVoc'}]",,,,,['HasVersion'],
+10.5281/zenodo.11402791,Quantum Dots Stability Diagrams Dataset,Zenodo,2024,,Dataset,Creative Commons Attribution 4.0 International,"This Quantum Dots Stability Diagrams (QDSD) Dataset aggregates experimental stability diagrams of quantum dots from different research groups.
+
+For more information about the data processing, refer to the GitHub repository.
+
+Only the interpolated_csv.zip and labels.json files are necessary for offline tuning or machine-learning tasks.
+
+Currently, only single-dot stability diagrams are labeled.
+
+The original data have been provided by different research groups based on the following references:
+
+
+
+Rochette et al. 2019
+
+Gaudreau et al. 2009
+
+Stuyck et al. 2021
+
+
+See the README.md for files description.",api,True,findable,0,0,0,0,0,2024-05-31T15:00:40.000Z,2024-05-31T15:00:40.000Z,cern.zenodo,cern,,,,,,,"['IsDescribedBy', 'IsDescribedBy', 'IsDescribedBy', 'HasVersion']","[['IsVersionOf', '10.5281/zenodo.11402791']]"
+10.5281/zenodo.11362604,Ontología de Ciencia Abierta: Propuesta de investigación,Zenodo,2024,es,Text,Creative Commons Attribution 4.0 International,"Propuesta de investigación para desarrollar una ontología de Ciencia Abierta que organice y modele de manera sistemática el conocimiento y las relaciones dentro de este ámbito.
+
+ ",api,True,findable,0,0,0,0,1,2024-05-28T02:06:35.000Z,2024-05-28T02:06:35.000Z,cern.zenodo,cern,"Ciencia abierta,Comunicación científica,Representación de ontología,Ontología,Open Science,Scientific communication,Representation of ontology,Ontology","[{'subject': 'Ciencia abierta'}, {'subject': 'Comunicación científica'}, {'subject': 'Representación de ontología'}, {'subject': 'Ontología'}, {'subject': 'Open Science'}, {'subject': 'Scientific communication'}, {'subject': 'Representation of ontology'}, {'subject': 'Ontology', 'subjectScheme': 'EuroSciVoc'}]",,,,,['HasVersion'],
+10.34847/nkl.6bfbc065,"Édition TEI de la pièce Ploutos d’Aristophane (Ve siècle avant J.-C.), traduite par Constant Poyard (1826-1909), 1860",NAKALA - https://nakala.fr (Huma-Num - CNRS),2024,fr,Text,,"La présente édition s’inscrit dans le cadre du projet Translatoscope de l'Université Grenoble Alpes, dédié à l'étude de l’histoire des traductions d’Aristophane. L’encodage du texte a été réalisé en suivant les recommandations de la Text Encoding Initiative (http://www.tei-c.org/Guidelines/P5/).",api,True,findable,0,0,0,0,0,2024-05-28T14:20:23.000Z,2024-05-28T14:20:24.000Z,inist.humanum,jbru,"TEI,Traduction,Aristophane,XIXe siècle,français (langue),TEI,translation,Aristophanes,19th century,french,Theater–Greece,19th century,French language","[{'lang': 'fr', 'subject': 'TEI'}, {'lang': 'fr', 'subject': 'Traduction'}, {'lang': 'fr', 'subject': 'Aristophane'}, {'lang': 'fr', 'subject': 'XIXe siècle'}, {'lang': 'fr', 'subject': 'français (langue)'}, {'lang': 'en', 'subject': 'TEI'}, {'lang': 'en', 'subject': 'translation'}, {'lang': 'en', 'subject': 'Aristophanes'}, {'lang': 'en', 'subject': '19th century'}, {'lang': 'en', 'subject': 'french'}, {'subject': 'Theater–Greece'}, {'subject': '19th century'}, {'subject': 'French language'}]",['170671 Bytes'],['text/xml'],,,,