cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r4892c
title: Occurrence Download

description: A dataset containing 1106912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1106912 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008231-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/ofmota
title: Morphometric photographs of queen honey bees originating from Canada, the U.S., Australia, Chile, and Italy

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Honey bee queens were sampled from diverse global origins to investigate relationships between morphometrics and pheromone profiles. Queens were sourced from producers in Italy, Australia, Chile, and multiple sources within the U.S. and Canada. We acquired high resolution images of n=95 queen heads, wings, basitarsi, ovaries, and spermathecae, which can be further analyzed to extract morphometric information using image processing software.  &lt;/p&gt;
description: <b>Dryad version number:</b> 1
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/dataset/doi:10.5061/dryad.931zcrk0p
<b>Storage size:</b> 172248494
<b>Visibility:</b> public
DOI: 10.15468/dl.y2csed
title: Occurrence Download

description: A dataset listing the 0 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Great Britain"
 ]
}

 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-260129131611470/datasets/export for details.
DOI: 10.15468/dl.86nq3u
title: Occurrence Download

description: A dataset containing 38634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Impatiens noli-tangere, Impatiens noli-tangere, Impatiens noli-tangere)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 38634 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008286-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8m2k59
title: Occurrence Download

description: A dataset containing 9131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Inula conyzae, Inula conyzae, Inula conyzae, Inula conyzaea, Conyza squarrosa, Conyza squarrosa, Conyza squarrosa, Inula conyza)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 9131 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008287-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18462851
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by John Kunkel Small, http://www.wikidata.org/entity/Q2590065. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q2590065
DOI: 10.5281/zenodo.11121423
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by John Kunkel Small, http://www.wikidata.org/entity/Q2590065. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q2590065
DOI: 10.15468/dl.uwgt5a
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sandemania hoehnei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 161 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008288-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442051
title: Global Wildfire Dynamics in the Anthropocene: Beyond the Power-Law Illusion and Its Consequences for Environmental Risk Assessment and Carbon Budgets

description: Description / Abstract: This repository contains the source code, processed datasets, and supplementary materials required to replicate the analysis and figures presented in the manuscript "Heavy Tailed Lognormal Dynamics in Global Wildfires:Reevaluating the Power Law Assumption and Its Implications for Extreme‑Event Risk" submitted to Remote Sensing of Environment.

Overview: This study analyzes 23 years (2001–2023) of global wildfire size distributions using MODIS MCD64A1 burned area data. The codebase implements rigorous statistical frameworks to compare Power-law and Lognormal distributions across Mediterranean (California, Greece, Portugal) and Boreal (Central Siberia) fire regimes.

Contents:





Source Code: Python scripts for fire cluster extraction, discrete Maximum Likelihood Estimation (MLE) of distribution parameters, Vuong’s likelihood ratio tests, and information-theoretic model selection (AIC/BIC).




Processed Data: Extracted fire cluster sizes (in pixels and hectares) for all 92 region-year combinations analyzed in the study.




Visualization: Scripts to generate the CCDF plots, sensitivity analysis figures, and decision matrices used in the manuscript.



Methodological Notes:





The analysis relies on the discrete (Zipf) power-law form and truncated lognormal distributions.




Parameter estimation uses numerical optimization with the mpmath library for high-precision evaluation of the Hurwitz zeta function.




Original MODIS MCD64A1 data were accessed via the Microsoft Planetary Computer STAC API. Due to size constraints, raw raster files are not included; however, the extraction scripts provided allow for reconstruction of the dataset from the original source.



Keywords: Wildfire, Fire size distribution, Power-law, Lognormal, MODIS, Burned area, Python, Statistical inference, Remote Sensing.

License: Creative Commons Attribution 4.0 International (for data) MIT License (for code)
DOI: 10.5281/zenodo.18442052
title: Global Wildfire Dynamics in the Anthropocene: Beyond the Power-Law Illusion and Its Consequences for Environmental Risk Assessment and Carbon Budgets

description: Description / Abstract: This repository contains the source code, processed datasets, and supplementary materials required to replicate the analysis and figures presented in the manuscript "Heavy Tailed Lognormal Dynamics in Global Wildfires:Reevaluating the Power Law Assumption and Its Implications for Extreme‑Event Risk" submitted to Remote Sensing of Environment.

Overview: This study analyzes 23 years (2001–2023) of global wildfire size distributions using MODIS MCD64A1 burned area data. The codebase implements rigorous statistical frameworks to compare Power-law and Lognormal distributions across Mediterranean (California, Greece, Portugal) and Boreal (Central Siberia) fire regimes.

Contents:





Source Code: Python scripts for fire cluster extraction, discrete Maximum Likelihood Estimation (MLE) of distribution parameters, Vuong’s likelihood ratio tests, and information-theoretic model selection (AIC/BIC).




Processed Data: Extracted fire cluster sizes (in pixels and hectares) for all 92 region-year combinations analyzed in the study.




Visualization: Scripts to generate the CCDF plots, sensitivity analysis figures, and decision matrices used in the manuscript.



Methodological Notes:





The analysis relies on the discrete (Zipf) power-law form and truncated lognormal distributions.




Parameter estimation uses numerical optimization with the mpmath library for high-precision evaluation of the Hurwitz zeta function.




Original MODIS MCD64A1 data were accessed via the Microsoft Planetary Computer STAC API. Due to size constraints, raw raster files are not included; however, the extraction scripts provided allow for reconstruction of the dataset from the original source.



Keywords: Wildfire, Fire size distribution, Power-law, Lognormal, MODIS, Burned area, Python, Statistical inference, Remote Sensing.

License: Creative Commons Attribution 4.0 International (for data) MIT License (for code)
DOI: 10.15468/dl.hzkczc
title: Occurrence Download

description: A dataset containing 1348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Inula hirta, Inula hirta)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1348 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008291-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9356xx
title: Occurrence Download

description: A dataset containing 6710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Inula salicina, Inula salicina, Inula salicina, Inula salicina)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 6710 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008294-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18406058
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Emilio Levier, http://www.wikidata.org/entity/Q4256884. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4256884
DOI: 10.5281/zenodo.18462920
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Emilio Levier, http://www.wikidata.org/entity/Q4256884. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4256884
DOI: 10.15468/dl.qugqex
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcopyramis napalensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 709 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008295-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18406054
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Carl Albert Kemmler, http://www.wikidata.org/entity/Q15989572. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q15989572
DOI: 10.15468/lc5jng
title: Denver Museum of Nature & Science - Arachnology

description: Worldwide in scope though with a focus on the American West, the Arachnology collection at the Denver Museum of Nature &amp; Science comprises over 50,000 specimen lots and is growing every year. The holdings include primary types and paratypes. Holdings are particularly strong in Colorado species and in Solifugae, with 13 primary types and 65 paratypes. The Colorado Spider Survey, initiated at DMNS in 1999, has vastly expanded our knowledge of the Colorado spider fauna. The collection is housed in the Avenir Collections Center - an onsite state-of-the-art museum collections facility.
DOI: 10.5281/zenodo.18462927
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Carl Albert Kemmler, http://www.wikidata.org/entity/Q15989572. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q15989572
DOI: 10.7939/dvn/10150
title: Obispados y Prebendas en Guatemala en las cuatro diocesis

description: Facsimile reproductions of manuscripts from the Archivo General de Indias (Seville, Spain). The first manuscript contains information pertaining to bishops and senior clerics in four dioceses, 1775-1821.
description: Files restricted
DOI: 10.18126/tg8t-mq17
title: Front Speed Measurements of the Frontal Polymerization of Cyclooctadiene/Grubbs Catalyst M204/Tributyl Phosphite Resins
DOI: 10.15468/dl.7fnk2d
title: Occurrence Download

description: A dataset containing 34578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iris pseudacorus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 34578 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008296-260129131611470/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.cc2pf3py
title: CCDC 2485260: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3qz
title: CCDC 2485261: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3r0
title: CCDC 2485262: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3s1
title: CCDC 2485263: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3t2
title: CCDC 2485264: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3w4
title: CCDC 2485266: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3x5
title: CCDC 2485267: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf3z7
title: CCDC 2485269: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf409
title: CCDC 2485270: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pf41b
title: CCDC 2485271: Experimental Crystal Structure Determination

description: Related Article: Jeewhan Oh, Kurtis M. Carsch, Shao-Liang Zheng, Theodore A. Betley|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20166
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.cc2pfcfy
title: CCDC 2485500: Experimental Crystal Structure Determination

description: Related Article: Ruo‐Yu Zhang, Ni Dan, Jiaojiao Wei, Hong‐Ru Fu, Mei Qiu, Dongpeng Yan, Lu‐Fang Ma|2025|Angew.Chem.,Int.Ed.|64|e202518259|doi:10.1002/anie.202518259
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.cc2pfcgz
title: CCDC 2485501: Experimental Crystal Structure Determination

description: Related Article: Ruo‐Yu Zhang, Ni Dan, Jiaojiao Wei, Hong‐Ru Fu, Mei Qiu, Dongpeng Yan, Lu‐Fang Ma|2025|Angew.Chem.,Int.Ed.|64|e202518259|doi:10.1002/anie.202518259
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.cc2phsnn
title: CCDC 2487832: Experimental Crystal Structure Determination

description: Related Article: Lukas Rryci, Simon Diel|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.cc2pjdzm
title: CCDC 2488431: Experimental Crystal Structure Determination

description: Related Article: Linjie Li, Yunyi Shang, Yujia Gao, Yanfeng Zhang, Chao Xu, Qichun Zhang, Hui Wang|2025|Green Chemistry|28|1097|doi:10.1039/d5gc04907e
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.