cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive172792.20241212.9.2
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172792.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172793.20241212.9.2
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172793.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/r1oi758o
title: Measurement-based adaptation protocol with quantum reinforcement learning

description: A quantum reinforcement learning protocol to adapt a quantum state (the agent) to another, unknown, quantum state (the environment).
DOI: 10.13145/bacdive172794.20241212.9.2
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172794.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172795.20240510.9
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172795.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/mx8j0bxg
title: Middlebury

description: The Middlebury dataset is a benchmark for stereo vision and 3D reconstruction.
DOI: 10.13145/bacdive172796.20240510.9
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172796.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172797.20240510.9
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172797.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/8skq622r
title: Obman Dataset

description: The Obman dataset is a synthetic dataset containing hand-object mesh pairs. The hands are generated by a non-learning based method GraspIt! and are parameterized by the MANO model.
DOI: 10.13145/bacdive172798.20240510.9
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172798.20251217.10
title: Enterococcus faecium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172799.20240510.9
title: Empedobacter falsenii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/d7wn3f22
title: MIDV-500 dataset

description: The MIDV-500 dataset is a video stream dataset used for text field recognition in a video stream.
DOI: 10.13145/bacdive172799.20251217.10
title: Empedobacter falsenii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172800.20240510.9
title: Empedobacter falsenii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/qg3file6
title: Boa

description: A dataset for automatic comment generation from source code.
DOI: 10.13145/bacdive172800.20251217.10
title: Empedobacter falsenii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172801.20240510.9
title: Nocardia farcinica

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172801.20251217.10
title: Nocardia farcinica

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172802.20240510.9
title: Rhizobium favelukesii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172802.20251217.10
title: Rhizobium favelukesii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/2tm8jsek
title: MNIST-Multi-Same

description: Artificially generated datasets for visual object tracking
DOI: 10.13145/bacdive172803.20240510.9
title: Streptobacillus felis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172803.20251217.10
title: Streptobacillus felis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/b133xkoh
title: CMU Arctic speech databases and L2-ARCTIC

description: The CMU Arctic speech databases and L2-ARCTIC are used as test data sets.
DOI: 10.13145/bacdive172804.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172804.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172805.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/6tifmuop
title: Anchored Answers

description: Anchored Answers: Unravelling Positional Bias in GPT-2’s Multiple-Choice Questions
DOI: 10.13145/bacdive172805.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172806.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172806.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172807.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/bbqm37h2
title: AG News Dataset

description: The AG News - News articles from over 2000 news sources annotated by type of news: Sports, World, Business, and Science/Tech. 120k training and 7k test sets are provided.
DOI: 10.13145/bacdive172807.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172808.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172808.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172809.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172809.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/02i6ribw
title: MFEAT

description: MFEAT dataset, a multivariate dataset containing 13 features and 649 instances.
DOI: 10.13145/bacdive172810.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172810.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172811.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172811.20251217.10
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive172812.20241212.9.2
title: Lactobacillus fermentum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.17782632
title: Supplementary Figures and Model Grid Files for: The SPHINX M dwarf Spectral Grid II. New Model Atmospheres and Spectra to Derive Fundamental Properties of mid-to-late type M dwarfs

description: UPDATE: VERSION 3:



SPHINXII_graycloud_MLT0.5 directory had compressed incorrectly missing some model files. Updated version is complete.


This record contains the supplementary materials associated with Iyer et al. 2025 and the SPHINX II M-dwarf atmosphere model grid files.

Description of Supplementary Figures included:

• Fully converged posterior corner plots for each grid-model retrieval fit presented in the paper• Corresponding best-fit synthetic spectra compared against SpeX/IRTF observations used in the analysis

These materials provide full visualization of the statistical constraints on stellar properties inferred using SPHINX II. Please refer to the published manuscript for target selection, modeling methodology, and interpretation.



Model directory information:


Install via homebrew: 

brew install p7zip

Example extraction (bash):

 7z x SPHINXII_condcloud.7z -oSPHINXIIMODELS/

All SPHINX II model "flavors" include:• ATMS/ — atmospheric structure profiles• SPECTRA/ — disk-integrated stellar spectra

Model sets included in this record:

1) SPHINXII_condcloud — physical condensate clouds with sedimentation balance (Ackerman & Marley 2001) and cloud–convection feedback (Lefèvre et al. 2022).

2) SPHINXII_graycloud — vertically uniform gray cloud opacity; mixing-length parameter αMLT = 1.0.

3) SPHINXII_graycloud_MLT0.5 — same as (2) but with αMLT = 0.5. Also includes the fixed minimal gray-opacity grid (log κ = –29) used in Figure 5 of the paper.

A development mirror of these model grids (and an issue tracker) is maintained on GitHub for convenience.The official, citable, archived dataset is this Zenodo record, which should be cited together with the ApJ publication.

For SPHINX I (cloud-free) model grids, please refer to the separate Zenodo DOI archived as part of SPHINX Paper I.
DOI: 10.5281/zenodo.18476556
title: Supplementary Figures and Model Grid Files for: The SPHINX M dwarf Spectral Grid II. New Model Atmospheres and Spectra to Derive Fundamental Properties of mid-to-late type M dwarfs

description: UPDATE: VERSION 3:



SPHINXII_graycloud_MLT0.5 directory had compressed incorrectly missing some model files. Updated version is complete.


This record contains the supplementary materials associated with Iyer et al. 2025 and the SPHINX II M-dwarf atmosphere model grid files.

Description of Supplementary Figures included:

• Fully converged posterior corner plots for each grid-model retrieval fit presented in the paper• Corresponding best-fit synthetic spectra compared against SpeX/IRTF observations used in the analysis

These materials provide full visualization of the statistical constraints on stellar properties inferred using SPHINX II. Please refer to the published manuscript for target selection, modeling methodology, and interpretation.



Model directory information:


Install via homebrew: 

brew install p7zip

Example extraction (bash):

 7z x SPHINXII_condcloud.7z -oSPHINXIIMODELS/

All SPHINX II model "flavors" include:• ATMS/ — atmospheric structure profiles• SPECTRA/ — disk-integrated stellar spectra

Model sets included in this record:

1) SPHINXII_condcloud — physical condensate clouds with sedimentation balance (Ackerman & Marley 2001) and cloud–convection feedback (Lefèvre et al. 2022).

2) SPHINXII_graycloud — vertically uniform gray cloud opacity; mixing-length parameter αMLT = 1.0.

3) SPHINXII_graycloud_MLT0.5 — same as (2) but with αMLT = 0.5. Also includes the fixed minimal gray-opacity grid (log κ = –29) used in Figure 5 of the paper.

A development mirror of these model grids (and an issue tracker) is maintained on GitHub for convenience.The official, citable, archived dataset is this Zenodo record, which should be cited together with the ApJ publication.

For SPHINX I (cloud-free) model grids, please refer to the separate Zenodo DOI archived as part of SPHINX Paper I.
DOI: 10.15468/dl.vy22yp
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "TaxonKey is Glycyrrhiza uralensis"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010739-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euthtj
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.77411 20.36484,-86.54587 20.36484,-86.54587 22.78996,-90.77411 22.78996,-90.77411 20.36484))",
 "HasGeospatialIssue is false",
 "TaxonKey is Eretmochelys imbricata"
 ]
}

 The dataset includes 1153 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010741-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcn3u8
title: Occurrence Download

description: A dataset containing 2882267846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalosilurus apurensis, Cephalosilurus nigricaudus, Cepola macrophthalma, Cepola schlegelii, Ceratias holboelli, Ceratias uranoscopus, Ceratobranchia obtusirostris, Ceratoscopelus maderensis, Ceratoscopelus townsendi, Ceratoscopelus warmingii, Cercamia cladara, Cercamia eremia, Cerdale floridana, Cestraeus goldiei, Cestraeus oxyrhyncus, Cestraeus plicatilis, Cetengraulis edentulus, Cetomimus, Cetonurus globiceps, Cetopsidium, Cetopsidium orientale, Cetopsis coecutiens, Cetopsis, Cetopsorhamdia, Cetopsorhamdia iheringi, Cetoscarus bicolor, Cetostoma regani, Chaca bankanensis, Chaenocephalus aceratus, Chaenodraco wilsoni, Chaenogobius annularis, Chaenogobius gulosus, Chaenomugil proboscideus, Chaenophryne draco, Chaenophryne longiceps, Chaenophryne melanorhabdus, Chaenopsis, Chaenopsis alepidota, Chaetobranchopsis bitaeniatus, Chaetobranchopsis orbicularis, Animalia, Chaetobranchus flavescens, Chaetobranchus semifasciatus, Chaetodermis penicilligerus, Chaetodipterus faber, Chaetodipterus lippei, Chaetodon adiergastos, Chaetodon argentatus, Chaetodon aureofasciatus, Chaetodon auriga, Chaetodon auripes, Chaetodon austriacus, Chaetodon baronessa, Chaetodon bennetti, Chaetodon burgessi, Chaetodon capistratus, Chaetodon citrinellus, Chaetodon collare, Chaetodon daedalma, Chaetodon decussatus, Chaetodon dolosus, Chaetodon ephippium, Chaetodon falcula, Chaetodon fasciatus, Chaetodon flavirostris, Chaetodon fremblii, Chaetodon guentheri, Chaetodon guttatissimus, Chaetodon hoefleri, Chaetodon humeralis, Chaetodon kleinii, Chaetodon larvatus, Chaetodon lineolatus, Chaetodon litus, Chaetodon lunula, Chaetodon lunulatus, Chaetodon madagaskariensis, Chaetodon melannotus, Chaetodon mertensii, Chaetodon mesoleucos, Chaetodon meyeri, Chaetodon miliaris, Chaetodon modestus, Chaetodon multicinctus, Chaetodon nigropunctatus, Chaetodon nippon, Chaetodon ocellatus, Chaetodon ocellicaudus, Chaetodon octofasciatus, Chaetodon ornatissimus, Chaetodon oxycephalus, Chaetodon paucifasciatus, Chaetodon pelewensis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2882267846 records from 56570 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010630-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6w5p5
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample"
 ]
 },
 "GadmGid is CAN.1_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231704-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w7jsm
title: Occurrence Download

description: A dataset containing 31543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex thyrsiflorus Fingerh."
 ]
}

 The dataset includes 31543 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216089-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u0d6hp
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "HasCoordinate is true",
 "TaxonKey is Carex pendula Huds.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 85 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012000-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsq5cq
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Mytilus galloprovincialis Lamarck, 1819"
 ]
}

 The dataset includes 437 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275795-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqmvtx
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cryptoprocta ferox Bennett, 1833"
 ]
}

 The dataset includes 48 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245872-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vssqge
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momordica balsamina L.",
 "Country is Mexico",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012000-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zscsah
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agathis montana de Laub.",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Fossil"
 ]
 }
 ]
}

 The dataset includes 48 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053159-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nwk6z
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon oaxacae Berry & Iverson, 1980"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050024-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfgyuz
title: Occurrence Download

description: A dataset containing 2170 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des sangsues du Nord-Ouest de la France - réalisation d'un guide à destination du grand public et des naturalistes - Inventaire des sangsues - détermination prélèvements de bureau d'études (qualité de l'eau) - Subvention UMS Patrinat"
 ]
}

 The dataset includes 2170 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231702-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suhdwk
title: Occurrence Download

description: A dataset containing 1015 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalimeris indica (L.) Sch.Bip."
 ]
}

 The dataset includes 1015 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012000-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.