cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/rbm-c58-12142
title: Two men boxing in thong underwear

description: Two men boxing in thong underwear. This is plate 331, captioned "Boxing, stop for cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12152
title: Two men boxing in thong underwear

description: Two men boxing in thong underwear. This is plate 331, captioned "Boxing, stop for cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691911
title: Linked collectors and determiners for: Tunicates collection (TSZT) The Arctic University Museum of Norway.

description: Natural history specimen data linked to collectors and determiners held within, "Tunicates collection (TSZT) The Arctic University Museum of Norway". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d391c193-0fc0-4a96-bdac-6043dd9516d1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d391c193-0fc0-4a96-bdac-6043dd9516d1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10505479
title: Linked collectors and determiners for: Tunicates collection (TSZT) The Arctic University Museum of Norway.

description: Natural history specimen data linked to collectors and determiners held within, "Tunicates collection (TSZT) The Arctic University Museum of Norway". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d391c193-0fc0-4a96-bdac-6043dd9516d1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d391c193-0fc0-4a96-bdac-6043dd9516d1. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12171
title: Two men in thong underwear boxing cross-buttocks

description: Two men in thong underwear boxing cross-buttocks. This is plate 332, captioned "Boxing, cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691912
title: Linked collectors and determiners for: SBBG - Clifton Smith Herbarium, Santa Barbara Botanic Garden.

description: Natural history specimen data linked to collectors and determiners held within, "SBBG - Clifton Smith Herbarium, Santa Barbara Botanic Garden". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ed3d96f2-db7b-48cd-9960-f871e7df7286 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ed3d96f2-db7b-48cd-9960-f871e7df7286. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12176
title: Two men in thong underwear boxing cross-buttocks

description: Two men in thong underwear boxing cross-buttocks. This is plate 332, captioned "Boxing, cross-buttocks" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10505487
title: Linked collectors and determiners for: SBBG - Clifton Smith Herbarium, Santa Barbara Botanic Garden.

description: Natural history specimen data linked to collectors and determiners held within, "SBBG - Clifton Smith Herbarium, Santa Barbara Botanic Garden". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ed3d96f2-db7b-48cd-9960-f871e7df7286 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ed3d96f2-db7b-48cd-9960-f871e7df7286. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691914
title: Linked collectors and determiners for: Systematic Revision Of The Andean Scorpion Genus Orobothriurus Maury, 1976 (Bothriuridae), With Discussion Of The Altitude Record For Scorpions.

description: Natural history specimen data linked to collectors and determiners held within, "Systematic Revision Of The Andean Scorpion Genus Orobothriurus Maury, 1976 (Bothriuridae), With Discussion Of The Altitude Record For Scorpions". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f399e6d5-8c36-4871-ae88-64c70850516c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f399e6d5-8c36-4871-ae88-64c70850516c. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12220
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691913
title: Linked collectors and determiners for: Systematic Revision Of The Andean Scorpion Genus Orobothriurus Maury, 1976 (Bothriuridae), With Discussion Of The Altitude Record For Scorpions.

description: Natural history specimen data linked to collectors and determiners held within, "Systematic Revision Of The Andean Scorpion Genus Orobothriurus Maury, 1976 (Bothriuridae), With Discussion Of The Altitude Record For Scorpions". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f399e6d5-8c36-4871-ae88-64c70850516c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f399e6d5-8c36-4871-ae88-64c70850516c. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12223
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12234
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12236
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12237
title: Two men in thong underwear boxing with gloves

description: Two men in thong underwear boxing with gloves. This is plate 335, captioned "Boxing with gloves" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691915
title: Linked collectors and determiners for: lagenophora_nc_2021.

description: Natural history specimen data linked to collectors and determiners held within, "lagenophora_nc_2021". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f6cf826c-76f1-445c-8373-2743d57051b7 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f6cf826c-76f1-445c-8373-2743d57051b7. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10505491
title: Linked collectors and determiners for: lagenophora_nc_2021.

description: Natural history specimen data linked to collectors and determiners held within, "lagenophora_nc_2021". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f6cf826c-76f1-445c-8373-2743d57051b7 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f6cf826c-76f1-445c-8373-2743d57051b7. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12981
title: Man in pelvis cloth kneeling, firing a bayonet and rising

description: Man in pelvis cloth kneeling, firing a bayonet and rising. This is plate 356, captioned "Kneeling, firing and rising" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691916
title: Linked collectors and determiners for: Redefinition And Generic Revision Of The North American Vaejovid Scorpion Subfamily Syntropinae Kraepelin, 1905, With Descriptions Of Six New Genera.

description: Natural history specimen data linked to collectors and determiners held within, "Redefinition And Generic Revision Of The North American Vaejovid Scorpion Subfamily Syntropinae Kraepelin, 1905, With Descriptions Of Six New Genera". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f86801d1-5089-42e6-9f91-423312e06eba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f86801d1-5089-42e6-9f91-423312e06eba. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10505493
title: Linked collectors and determiners for: Redefinition And Generic Revision Of The North American Vaejovid Scorpion Subfamily Syntropinae Kraepelin, 1905, With Descriptions Of Six New Genera.

description: Natural history specimen data linked to collectors and determiners held within, "Redefinition And Generic Revision Of The North American Vaejovid Scorpion Subfamily Syntropinae Kraepelin, 1905, With Descriptions Of Six New Genera". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f86801d1-5089-42e6-9f91-423312e06eba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f86801d1-5089-42e6-9f91-423312e06eba. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12989
title: Man in pelvis cloth lying prone and firing a bayonet

description: Man in pelvis cloth lying prone and firing a bayonet. This is plate 357, captioned "Lying prone and firing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12998
title: Man in pelvis cloth lying prone and firing a bayonet

description: Man in pelvis cloth lying prone and firing a bayonet. This is plate 357, captioned "Lying prone and firing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-12999
title: Man in pelvis cloth lying prone and firing a bayonet

description: Man in pelvis cloth lying prone and firing a bayonet. This is plate 357, captioned "Lying prone and firing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.13977727
title: Linked collectors and determiners for: Klimaszewskia, a new genus of the tribe Tyrini from the Oriental region (Coleoptera Staphylinidae: Pselaphinae).

description: Natural history specimen data linked to collectors and determiners held within, "Klimaszewskia, a new genus of the tribe Tyrini from the Oriental region (Coleoptera Staphylinidae: Pselaphinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/33068f08-e0ae-4faf-98ff-4c0c27a72323 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/33068f08-e0ae-4faf-98ff-4c0c27a72323. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691917
title: Linked collectors and determiners for: Klimaszewskia, a new genus of the tribe Tyrini from the Oriental region (Coleoptera Staphylinidae: Pselaphinae).

description: Natural history specimen data linked to collectors and determiners held within, "Klimaszewskia, a new genus of the tribe Tyrini from the Oriental region (Coleoptera Staphylinidae: Pselaphinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/33068f08-e0ae-4faf-98ff-4c0c27a72323 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/33068f08-e0ae-4faf-98ff-4c0c27a72323. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-13005
title: Man in pelvis cloth lying prone and firing a bayonet

description: Man in pelvis cloth lying prone and firing a bayonet. This is plate 357, captioned "Lying prone and firing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17021
title: Nude man heaving a 75-lb. rock

description: Nude man heaving a 75-lb. rock. This is plate 311, captioned "Heaving a 75-lb. rock" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18691918
title: Linked collectors and determiners for: A taxonomic revision of the Cyclodomorphus casuarinae complex (Squamata: Scincidae).

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of the Cyclodomorphus casuarinae complex (Squamata: Scincidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3fb65f60-0e30-4201-b360-72058e04f055 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3fb65f60-0e30-4201-b360-72058e04f055. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10505511
title: Linked collectors and determiners for: A taxonomic revision of the Cyclodomorphus casuarinae complex (Squamata: Scincidae).

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of the Cyclodomorphus casuarinae complex (Squamata: Scincidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3fb65f60-0e30-4201-b360-72058e04f055 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3fb65f60-0e30-4201-b360-72058e04f055. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-17024
title: Nude man heaving a 75-lb. rock

description: Nude man heaving a 75-lb. rock. This is plate 311, captioned "Heaving a 75-lb. rock" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17041
title: Nude man heaving a 75-lb. rock

description: Nude man heaving a 75-lb. rock. This is plate 312, captioned "Heaving a 75-lb. rock" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17033
title: Nude man heaving a 75-lb. rock

description: Nude man heaving a 75-lb. rock. This is plate 312, captioned "Heaving a 75-lb. rock" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-17039
title: Nude man heaving a 75-lb. rock

description: Nude man heaving a 75-lb. rock. This is plate 312, captioned "Heaving a 75-lb. rock" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10505515
title: Linked collectors and determiners for: Ophioglossaceae  at the Central Siberian Botanical Garden herbarium collections (NS, NSK).

description: Natural history specimen data linked to collectors and determiners held within, "Ophioglossaceae  at the Central Siberian Botanical Garden herbarium collections (NS, NSK)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/44c0ab40-55bd-4535-97c2-1810c505964c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/44c0ab40-55bd-4535-97c2-1810c505964c. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18691921
title: Linked collectors and determiners for: Ophioglossaceae  at the Central Siberian Botanical Garden herbarium collections (NS, NSK).

description: Natural history specimen data linked to collectors and determiners held within, "Ophioglossaceae  at the Central Siberian Botanical Garden herbarium collections (NS, NSK)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/44c0ab40-55bd-4535-97c2-1810c505964c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/44c0ab40-55bd-4535-97c2-1810c505964c. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-12434
title: Two men in pelvis clothes boxing

description: Two men in pelvis clothes boxing. This is plate 336, captioned "Boxing, open hand" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.13968951
title: Generative model of traveling waves within retinotopic areas using MEG-EEG [Data and scripts]

description: Traveling Waves in the Human Visual Cortex: an MEG-EEG Model-Based Approach

This repository contains data and scripts related to the publication:Traveling Waves in the Human Visual Cortex: an MEG-EEG Model-Based ApproachLaetitia Grabot, Garance Merholz, Jonathan Winawer, David J. Heeger, Laura DuguéPLOS Computational Biology 21(4): e1013007. https://doi.org/10.1371/journal.pcbi.1013007

We used an encoding approach to characterize local traveling waves in MEG-EEG data. Traveling waves are first modeled using traveling waves equation mapped on the primary visual cortex. The simulated brain activity is then projected onto the sensors (MEG and EEG). The predicted activity within sensors can then be compared to empirical data. Different models testing different hypotheses on the propagation of neural activity (e.g. with different temporal or spatial frequency, or a specific direction) can be tested against each other.

The code to run the model is in the 2_code_toolbox folder. We advice to download the data from 3_example_dataset to run the minimal example script available with the code. The latest code can be found on GitHub at https://github.com/LaetitiaG/wavesmodel.

The code and data in 1_code_figures aims at reproducing the figures 4 and 5 of the article. 

The full MEG/EEG/MRI dataset can be found in the 4_full_dataset folder (divided in 14 zip volumes named full_dataset.zip.00X). Please download the 14 zip volumes within the same folder, then unzipping the first volume will automatically unzip the full dataset.

Metadata for each folder will be found in the README.txt.
DOI: 10.5281/zenodo.13968952
title: Generative model of traveling waves within retinotopic areas using MEG-EEG [Data and scripts]

description: Traveling Waves in the Human Visual Cortex: an MEG-EEG Model-Based Approach

This repository contains data and scripts related to the publication:Traveling Waves in the Human Visual Cortex: an MEG-EEG Model-Based ApproachLaetitia Grabot, Garance Merholz, Jonathan Winawer, David J. Heeger, Laura DuguéPLOS Computational Biology 21(4): e1013007. https://doi.org/10.1371/journal.pcbi.1013007

We used an encoding approach to characterize local traveling waves in MEG-EEG data. Traveling waves are first modeled using traveling waves equation mapped on the primary visual cortex. The simulated brain activity is then projected onto the sensors (MEG and EEG). The predicted activity within sensors can then be compared to empirical data. Different models testing different hypotheses on the propagation of neural activity (e.g. with different temporal or spatial frequency, or a specific direction) can be tested against each other.

The code to run the model is in the 2_code_toolbox folder. We advice to download the data from 3_example_dataset to run the minimal example script available with the code. The latest code can be found on GitHub at https://github.com/LaetitiaG/wavesmodel.

The code and data in 1_code_figures aims at reproducing the figures 4 and 5 of the article. 

The full MEG/EEG/MRI dataset can be found in the 4_full_dataset folder (divided in 14 zip volumes named full_dataset.zip.00X). Please download the 14 zip volumes within the same folder, then unzipping the first volume will automatically unzip the full dataset.

Metadata for each folder will be found in the README.txt.
DOI: 10.15468/dl.v2xn6p
title: Occurrence Download

description: A dataset containing 245042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmundaceae"
 ]
}

 The dataset includes 245042 records from 1528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007926-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.