cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rcszfj
title: Occurrence Download

description: A dataset containing 8790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is Norway",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salmonidae",
 "Year 2010-2012"
 ]
}

 The dataset includes 8790 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009128-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7f2jj
title: Occurrence Download

description: A dataset containing 133683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, September, October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Larus michahellis",
 "Year 2024-2026"
 ]
}

 The dataset includes 133683 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009072-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.29181.83680
title: Boletín anual de sismicidad Veracruz 2025
DOI: 10.15468/dl.p9wh9a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.50_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009130-260108223611665/datasets/export for details.
DOI: 10.15468/dl.8s7992
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.22_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009131-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15131706
title: Dataset - Generative Approaches to Kinetic Parameter Inference in Metabolic Networks via Latent Space Exploration

description: Dataset needed to reproduce the results in the manuscript by "Generative Approaches to Kinetic Parameter Inference in Metabolic Networks via Latent Space Exploration" by S. Choudhury et al. (under review, a preprint available at https://www.biorxiv.org/content/10.1101/2025.03.31.646317v1)

The accompanying code is available at: https://github.com/EPFL-LCSB/LaTeX

Each subfolder includes a README file to facilitate the reproduction of the results.

- Study_1 contains the data, scripts and notebooks for all results in Figure 2,3 and 4 (E. coli central carbon metabolism)- Study_2 contains the data, scripts and notebooks for all results in Figure 6 (E. coli anaerobic metabolism)- Yeast_study contains the data, models, and outputs represented in Figure 5 (S. cerevisiae metabolism)- Input contains all the kinetic model structures, thermodynamic data and steady states for the 2 models analysed in this study
DOI: 10.5281/zenodo.18244418
title: Dataset - Generative Approaches to Kinetic Parameter Inference in Metabolic Networks via Latent Space Exploration

description: Dataset needed to reproduce the results in the manuscript by "Generative Approaches to Kinetic Parameter Inference in Metabolic Networks via Latent Space Exploration" by S. Choudhury et al. (under review, a preprint available at https://www.biorxiv.org/content/10.1101/2025.03.31.646317v1)

The accompanying code is available at: https://github.com/EPFL-LCSB/LaTeX

Each subfolder includes a README file to facilitate the reproduction of the results.

- Study_1 contains the data, scripts and notebooks for all results in Figure 2,3 and 4 (E. coli central carbon metabolism)- Study_2 contains the data, scripts and notebooks for all results in Figure 6 (E. coli anaerobic metabolism)- Yeast_study contains the data, models, and outputs represented in Figure 5 (S. cerevisiae metabolism)- Input contains all the kinetic model structures, thermodynamic data and steady states for the 2 models analysed in this study
DOI: 10.15468/dl.kc926h
title: Occurrence Download

description: A dataset containing 6962865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "Country is Thailand",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6962865 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009085-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.15760.06407
title: Boletín anual de sismicidad Veracruz 2024
DOI: 10.15468/dl.far336
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.51_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009132-260108223611665/datasets/export for details.
DOI: 10.15468/dl.8wtyq4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.23_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009134-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18246055
title: Avena montevidensis Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18246054
title: Avena montevidensis Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5517/ccdc.csd.cc2q2fx5
title: CCDC 2504797: Experimental Crystal Structure Determination

description: Related Article: Joost kimpel|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q2fy6
title: CCDC 2504798: Experimental Crystal Structure Determination

description: Related Article: Joost kimpel|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q2fz7
title: CCDC 2504799: Experimental Crystal Structure Determination

description: Related Article: Joost kimpel|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.r8a54v
title: Occurrence Download

description: A dataset containing 36940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is PRT.10.10_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 36940 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009133-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vdkgk
title: Occurrence Download

description: A dataset containing 258852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, September, October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas platyrhynchos",
 "Year 2025-2026"
 ]
}

 The dataset includes 258852 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009107-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxdj78
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia kansui"
 ]
}

 The dataset includes 100 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009136-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp6j29
title: Occurrence Download

description: A dataset containing 252643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ramphocelus carbo)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 252643 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009063-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18097168
title: EOImageNET - multiscale global dataset and DNN model for object detection on optical EO data

description: This package contains the EOImageNet dataset: a comprehensive multi-dataset training framework for object detection in remote sensing data (satellite, drone, aircraft images) that unifies 13 fully open-source remote sensing datasets together with the supplementary Tuatara dataset into a single standardized benchmark. Our approach addresses dataset heterogeneity through systematic preprocessing, annotation format unification, and a novel cross-labeling methodology that automatically annotates missing object classes across datasets with different taxonomies. The unified dataset encompasses 51,826 images with 810,551 annotated objects across 26 object classes, representing diverse geographic regions, imaging conditions, and object scales.This package uses following naming convention for dataset splits:- train.txt: Training set (41,208 images)- test.txt: Hyperparameter tuning set (10,316 images)- validation.txt: Final evaluation set (302 images)
DOI: 10.5281/zenodo.18097167
title: EOImageNET - multiscale global dataset and DNN model for object detection on optical EO data

description: This package contains the EOImageNet dataset: a comprehensive multi-dataset training framework for object detection in remote sensing data (satellite, drone, aircraft images) that unifies 13 fully open-source remote sensing datasets together with the supplementary Tuatara dataset into a single standardized benchmark. Our approach addresses dataset heterogeneity through systematic preprocessing, annotation format unification, and a novel cross-labeling methodology that automatically annotates missing object classes across datasets with different taxonomies. The unified dataset encompasses 51,826 images with 810,551 annotated objects across 26 object classes, representing diverse geographic regions, imaging conditions, and object scales.This package uses following naming convention for dataset splits:- train.txt: Training set (41,208 images)- test.txt: Hyperparameter tuning set (10,316 images)- validation.txt: Final evaluation set (302 images)
DOI: 10.21253/dmu.24026394
title: Dataset

description: The provided dataset consists of totals for the scales used in the study, in an SPSS format. Also included are notes for the dataset in a Word document.
DOI: 10.21253/dmu.24026394.v1
title: Dataset

description: The provided dataset consists of totals for the scales used in the study, in an SPSS format. Also included are notes for the dataset in a Word document.
DOI: 10.15468/dl.73a73c
title: Occurrence Download

description: A dataset containing 23785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Engraulis encrasicolus",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2020",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 23785 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009135-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18246069
title: Avena scabrivalvis Trin. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18246070
title: Avena scabrivalvis Trin. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18246085
title: Avena sterilis subsp. sterilis. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18246084
title: Avena sterilis subsp. sterilis. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.15468/dl.be6hjn
title: Occurrence Download

description: A dataset containing 2004 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalaria albida"
 ]
}

 The dataset includes 2004 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009137-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18246088
title: Avena sterilis subsp. ludoviciana  (Durieu) Nyman. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18246089
title: Avena sterilis subsp. ludoviciana  (Durieu) Nyman. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.15468/dl.sd5sh2
title: Occurrence Download

description: A dataset containing 46191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-56.776 -36.344,-56.725 -36.344,-56.725 -36.302,-56.776 -36.302,-56.776 -36.344))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 46191 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009138-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/jdjafs
title: A new highly unusual genus of Nymphidae (Neuroptera) from the Upper Jurassic of Kazakhstan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Khramov, Alexander V. (2025): A new highly unusual genus of Nymphidae (Neuroptera) from the Upper Jurassic of Kazakhstan. Zootaxa 5715 (1): 199-203, DOI: 10.11646/zootaxa.5715.1.17, URL: https://doi.org/10.11646/zootaxa.5715.1.17AbstractIphigensia storozhenkoi gen. et sp. nov. (Neuroptera: Nymphidae) is described from the Middle-Upper Jurassic of Kazakhstan based on an almost complete forewing. The Iphigensinae subfam. nov. is proposed to accommodate this genus, which is characterized by a unique venation pattern and presence of contra radial sector (Crs): this is an additional longitudinal vein, formed by the fusion of the proximal branches of RP, and unknown in both extant and other fossil lacewings. Discovery of Iphigensia gen. nov. with derived venation suggests that early radiation of Myrmeleontoidea was more extensive than previously thought.
DOI: 10.15468/dl.cs9zac
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.24_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009141-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em5d94
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.20.1_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009140-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21950/54qyab
title: E.T.PACK-F's FM Simulation Results

description: The dataset contains simulation results of the DD using BETsMA v2.0, a mission analysis software developed by UC3M. The selected parameters of the DD are the one of the Flight model. The initial orbit and epoch correspond to the expected parameters of the in-orbit demonstration of the E.T.PACK-F DD.
description: BETsMA, v2.0
description: Matlab
DOI: 10.60656/c481eee214a64991
title: Custom collection of categorize, classification, disdrometer, drizzle, droplet effective radius, and 11 other products from Bucharest on 3 Oct 2025
DOI: 10.15468/dl.cjsz5c
title: Occurrence Download

description: A dataset containing 2139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Flaveria bidentis"
 ]
}

 The dataset includes 2139 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009142-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvuv3x
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liburnascincus Wells & Wellington, 1984",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 501 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006177-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc6cj7
title: Occurrence Download

description: A dataset containing 34466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cucumis melo L."
 ]
}

 The dataset includes 34466 records from 533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002160-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.