cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/lvm-n3s-67p
title: Hypericum cerastoides (Spach) N. Robson

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/78x-p1k-ajy
title: Brassica montana Pourr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p3x-edy-fd3
title: Euphorbia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yx0-77n-mg2
title: Coincya tournefortii (Gouan) F. Alcanaz, T. E. Díaz, Rivas Mart. & Sánchez-Gómez

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nsa-4k4-a2z
title: Euphorbia larica Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eg1-6q7-9sz
title: Scrophularia arguta Aiton

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hwb-w4z-74e
title: Biscutella didyma L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4nq-hgm-vv1
title: Galium glaucum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kwl-ekw-kc5
title: Brassica villosa Biv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lse-rbm-par
title: Gentianella germanica (Willd.) E. F. Warb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/92m-f0p-raa
title: Calluna vulgaris (L.) Hull

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pjn-wp9-has
title: Lotus quinatus (Forssk.) J.B.Gillett

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hp1-0mp-8fg
title: Hypericum amblyocalyx Coustur. & Gand.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bv3-pch-q77
title: Hypericum aegypticum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m52-w9h-p83
title: Hypericum cuisinii Barbey

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.gzs7pc
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caenotropus schizodon)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 106 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071709-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/xns-kl3-wsv
title: Hypericum elegans Steph. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gv1-098-61d
title: Carex L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.7ymxju
title: Occurrence Download

description: A dataset containing 5030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aralia hispida Vent."
 ]
}

 The dataset includes 5030 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010968-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j85rhw
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ponera exilis Dressler"
 ]
}

 The dataset includes 31 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093011-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fjeyw
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palisota brachythyrsa Mildbr."
 ]
}

 The dataset includes 223 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058975-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k8wcu
title: Occurrence Download

description: A dataset containing 5528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 5528 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020876-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.has8a3
title: Occurrence Download

description: A dataset containing 8389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus occidentalis longipes Baird, 1859"
 ]
}

 The dataset includes 8389 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011178-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgar4q
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aster squamatus",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002924-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tam8pj
title: Occurrence Download

description: A dataset containing 83664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alliaria petiolata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83664 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002894-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mdtzv
title: CCDC 2425408: Experimental Crystal Structure Determination

description: Related Article: zhangyuting zhangyuting|2025|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.cc2mg0kp
title: CCDC 2426542: Experimental Crystal Structure Determination

description: Related Article: Yuewei Wu, Ze-Yu Ruan, Chengcheng Zhang, Jia-Nan Chen, Xin-Yi Wang, Zhonghang Chen, Xiaoshuang Gou, Wenlong Lan, Xiang-Jian Kong, Jun-Liang Liu, Peng Cheng, Wei Shi|2025|J.Am.Chem.Soc.|147|20799|doi:10.1021/jacs.5c04297
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.cc2mg0pt
title: CCDC 2426546: Experimental Crystal Structure Determination

description: Related Article: Yuewei Wu, Ze-Yu Ruan, Chengcheng Zhang, Jia-Nan Chen, Xin-Yi Wang, Zhonghang Chen, Xiaoshuang Gou, Wenlong Lan, Xiang-Jian Kong, Jun-Liang Liu, Peng Cheng, Wei Shi|2025|J.Am.Chem.Soc.|147|20799|doi:10.1021/jacs.5c04297
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.cc2mgn3w
title: CCDC 2427148: Experimental Crystal Structure Determination

description: Related Article: J. T. Mague, S. K. Mohamed|2025|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.cc2mj2bl
title: CCDC 2428519: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|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.cc2mj2mw
title: CCDC 2428528: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|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.cc2mj2y6
title: CCDC 2428538: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|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.cc2mj6cr
title: CCDC 2428644: Experimental Crystal Structure Determination

description: Related Article: Joan Pereira, Nicolas Casaretto, Gilles Frison, Bastien Nay|2025|Chemical Science|16|11375|doi:10.1039/D5SC02953H
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.cc2mjfby
title: CCDC 2428860: Experimental Crystal Structure Determination

description: Related Article: Christina N. Banti, George Vagenas, Catherine P. Raptopoulou, Vassilis Psycharis, John C. Plakatouras, Sotiris K. Hadjikakou|2025|Inorg.Chem.|64|13010|doi:10.1021/acs.inorgchem.5c01095
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.cc2mjff1
title: CCDC 2428863: Experimental Crystal Structure Determination

description: Related Article: Christina N. Banti, George Vagenas, Catherine P. Raptopoulou, Vassilis Psycharis, John C. Plakatouras, Sotiris K. Hadjikakou|2025|Inorg.Chem.|64|13010|doi:10.1021/acs.inorgchem.5c01095
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.c6vz8p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymatocarpus heterophyllus"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002926-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfcnp3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Honduras",
 "Geometry POLYGON((-88.20718 15.67717,-88.19966 15.59237,-87.87334 15.70294,-87.92164 15.83497,-88.20718 15.67717))",
 "OccurrenceStatus is Present",
 "TaxonKey is Trinectes maculatus"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002927-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqyy5u
title: Occurrence Download

description: A dataset containing 85931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Archilochus colubris)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 85931 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002891-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.ghsktj
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.x3tzve
title: Occurrence Download

description: A dataset containing 7187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba nivalis"
 ]
}

 The dataset includes 7187 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002925-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2924ye
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Themeda triandra",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002928-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwfdv4
title: Occurrence Download

description: A dataset listing the 2766 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-69 48.5,-68 48.5,-68 49.25,-69 49.25,-69 48.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset's 2766 records were derived from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002909-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r77jh5
title: Occurrence Download

description: A dataset containing 3958200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Archilochus colubris)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 3958200 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002890-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnzpbq
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002929-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8j83c
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002930-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu4kyb
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1117 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002931-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sny25
title: Occurrence Download

description: A dataset containing 3599656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Regulus regulus"
 ]
}

 The dataset includes 3599656 records from 2660 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002810-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puq88f
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Vigna truxillensis"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024016-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17358969
title: Fiscal Rule: A Risk-Based Framework for Reconciling Stability with Flexibility

description: Global public debt remains elevated and economies face recurrent shocks, leaving fiscal rule design caught between credibility-enhancing discipline and growth-stabilizing flexibility. This paper develops and empirically tests a risk-based framework for a dynamically optimal expenditure-to-output (γ) rule, offering a policy-relevant framework for fiscal risk management aligned with IMF priorities. Theoretically, an open-economy DSGE with endogenous fiscal transparency derives state-contingent γ paths through welfare maximization. Empirically, a panel of 35 economies (2008–2024) is analyzed through a triangulation of System GMM, Structural PVAR, and the Synthetic Control Method to ensure robust identification. Results show that the optimal γ is dynamic: about 0.33 in normal times, 0.45 during financial crises, and 0.50 in the face of extreme shocks. Fiscal transparency significantly amplifies output effects and moderates debt accumulation. These findings provide theoretical foundations and cross-country evidence for risk-based fiscal frameworks.Repository ContentThis repository contains all data and code required to replicate the findings presented in the manuscript. As stated in the paper, all materials are made publicly available to ensure replicability.The repository is organized into two main archives:•    E1_GammaRule_Repository/: The main repository containing folders for Data, Model, Empirical analysis, Figures, Documentation, and Validation.•    E3_Replication_Appendix/: The appendix containing methods, a link to data, and a README file.
DOI: 10.5281/zenodo.17358970
title: Fiscal Rule: A Risk-Based Framework for Reconciling Stability with Flexibility

description: Global public debt remains elevated and economies face recurrent shocks, leaving fiscal rule design caught between credibility-enhancing discipline and growth-stabilizing flexibility. This paper develops and empirically tests a risk-based framework for a dynamically optimal expenditure-to-output (γ) rule, offering a policy-relevant framework for fiscal risk management aligned with IMF priorities. Theoretically, an open-economy DSGE with endogenous fiscal transparency derives state-contingent γ paths through welfare maximization. Empirically, a panel of 35 economies (2008–2024) is analyzed through a triangulation of System GMM, Structural PVAR, and the Synthetic Control Method to ensure robust identification. Results show that the optimal γ is dynamic: about 0.33 in normal times, 0.45 during financial crises, and 0.50 in the face of extreme shocks. Fiscal transparency significantly amplifies output effects and moderates debt accumulation. These findings provide theoretical foundations and cross-country evidence for risk-based fiscal frameworks.Repository ContentThis repository contains all data and code required to replicate the findings presented in the manuscript. As stated in the paper, all materials are made publicly available to ensure replicability.The repository is organized into two main archives:•    E1_GammaRule_Repository/: The main repository containing folders for Data, Model, Empirical analysis, Figures, Documentation, and Validation.•    E3_Replication_Appendix/: The appendix containing methods, a link to data, and a README file.