cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18137316
title: 7-Tage-Inzidenz der COVID-19-Fälle in Deutschland

description: Im Datensatz "7-Tage-Inzidenz der COVID-19-Fälle in Deutschland" des Robert Koch-Instituts werden die täglich aktualisierten COVID-19-Inzidenzen auf Bundes-, Landes- und Landkreisebene basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Die 7-Tage-Inzidenz wird definiert als Anzahl gemeldeter Fälle der letzten sieben Tage pro 100.000 Einwohner:innen und differenziert nach Altersgruppen und Regionen. Die Datenverarbeitung erfolgt vollständig elektronisch über das Deutsche Elektronische Melde- und Informationssystem (DEMIS).
DOI: 10.34740/kaggle/dsv/14378617
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34740/kaggle/dsv/14378638
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.7vx5kv
title: Occurrence Download

description: A dataset containing 702149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bonasa umbellus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 702149 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071554-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29262098
title: Global Freshwater Fish Knowledge Shortfalls

description: <b>Significance Statement</b>Freshwater fishes support aquatic ecosystems and human well-being, yet global knowledge of their diversity remains incomplete. This repository quantifies three major biodiversity knowledge gaps—Linnaean, Wallacean, and Darwinian shortfalls—across 18,821 species in 3,364 drainage basins. We provide globally scalable analyses and a multi-objective prioritization framework to guide efficient, equity-oriented freshwater biodiversity data collection. All code and processed data are fully reproducible and available here.<b>Supporting Information:</b><b>Table_Extended_S1.xlsx</b>: Inventory of 18,821 freshwater fish species included in the analysis (updated 24 November 2024).<b>Table_Extended_S2.xlsx</b>: Body-size data flags distinguishing measured and imputed values.<b>Table_Extended_S3.xlsx</b>: Inventory of freshwater fish biogeographical deficiency units identified in this study.<b>Table_Extended_S4.xlsx</b>: Drainage basins prioritized for future freshwater biodiversity data collection.<b>Figure_Extended_S1.pptx</b> Animated visualization of global first georeferenced freshwater fish records.All R scripts used for data acquisition, processing, analysis, and model fitting in this study are openly available via GitHub Repository and archived on Zenodo for long-term.<br>
DOI: 10.6084/m9.figshare.29262098.v4
title: Global Freshwater Fish Knowledge Shortfalls

description: <b>Significance Statement</b>Freshwater fishes support aquatic ecosystems and human well-being, yet global knowledge of their diversity remains incomplete. This repository quantifies three major biodiversity knowledge gaps—Linnaean, Wallacean, and Darwinian shortfalls—across 18,821 species in 3,364 drainage basins. We provide globally scalable analyses and a multi-objective prioritization framework to guide efficient, equity-oriented freshwater biodiversity data collection. All code and processed data are fully reproducible and available here.<b>Supporting Information:</b><b>Table_Extended_S1.xlsx</b>: Inventory of 18,821 freshwater fish species included in the analysis (updated 24 November 2024).<b>Table_Extended_S2.xlsx</b>: Body-size data flags distinguishing measured and imputed values.<b>Table_Extended_S3.xlsx</b>: Inventory of freshwater fish biogeographical deficiency units identified in this study.<b>Table_Extended_S4.xlsx</b>: Drainage basins prioritized for future freshwater biodiversity data collection.<b>Figure_Extended_S1.pptx</b> Animated visualization of global first georeferenced freshwater fish records.All R scripts used for data acquisition, processing, analysis, and model fitting in this study are openly available via GitHub Repository and archived on Zenodo for long-term.<br>
DOI: 10.6084/m9.figshare.29262098.v3
title: <b>Strategic collection lights up global freshwater fish diversity darkspots with minimal cost</b>

description: <b>Significance Statement:</b>Fundamental gaps persist in describing, mapping, and sequencing freshwater fish species, limiting effective biodiversity assessment and conservation actions. We quantified these taxonomic, geographic, and genetic knowledge shortfalls across 3,364 global drainage basins, identifying hotspots of undocumented freshwater diversity and uncovering their underlying socioeconomic drivers. By integrating multi-objective optimization, our study pinpoints regions, especially large tropical rivers, where strategic data collection could yield maximal biodiversity impact with minimal cost. This approach provides an actionable blueprint for systematically bridging global freshwater biodiversity gaps, balancing urgency, feasibility, and conservation value, ultimately advancing comprehensive global biodiversity documentation and freshwater conservation goals.<b>Supporting Information:</b>Table S1. Comprehensive list of the 18,821 valid freshwater fish species included in this study (updated 24 November 2024)Table S2. List of 395 drainage basins identified as freshwater fish biodiversity darkspots across eight shortfall scenariosR code used in this study, along with data process and manipulation files, is available on GitHub at https://github.com/Otoliths/FW_Fish_Darkspot<br>
DOI: 10.6084/m9.figshare.30225685
title: Corporate AI ethics statements

description: They are corporate AI ethics statements published by top AI and technology companies.
DOI: 10.6084/m9.figshare.30225685.v6
title: Corporate AI ethics statements

description: They are corporate AI ethics statements published by top AI and technology companies.
DOI: 10.6084/m9.figshare.30225685.v5
title: Corporate AI ethics statements

description: They are corporate AI ethics statements published by top AI and technology companies.
DOI: 10.34740/kaggle/dsv/14378740
title: World Weather Repository ( Daily Updating )
DOI: 10.34740/kaggle/dsv/14378741
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15695147
title: Ice front positions for Greenland glaciers (2002–2021): a spatially extensive seasonal record and benchmark dataset for algorithm validation

description: Variations in Greenland glacier ice-front positions reflect the magnitude and trends of glacier advance and retreat and are critical for understanding ice-sheet dynamics. This dataset provides a spatially extensive and seasonally targeted record of glacier terminus positions across Greenland. It includes 19,171 ice-front delineations for multiple glacier types, including marine-, lake-, and land-terminating glaciers, spanning the period 2002–2021. The delineations were derived from multi-source satellite imagery, including Landsat 5/7/8, Sentinel-1/2, MODIS, ENVISAT ASAR, ASTER, and ERS SAR.

All calving front positions were digitized using standardized workflows implemented in GEEDiT and ArcGIS and are accompanied by detailed metadata. Data quality was assessed through comparisons with TermPicks, the largest compilation of manually interpreted glacier terminus traces across diverse sensors and glacier conditions, and AutoTerm, an automated product with denser temporal coverage. Median average minimum distances (AMD) of 54 m relative to TermPicks and 67 m relative to AutoTerm indicate high position precision.

The dataset is distributed in GeoPackage format (total size: 26.19 MB) and includes glacier-specific centrelines for analysis. It provides a spatially extensive, high-quality benchmark for investigating Greenland glacier dynamics, refining time-varying boundary conditions in ice-sheet models, and supporting the development and validation of automated glacier front-tracking algorithms.
DOI: 10.5281/zenodo.18137398
title: Ice front positions for Greenland glaciers (2002–2021): a spatially extensive seasonal record and benchmark dataset for algorithm validation

description: Variations in Greenland glacier ice-front positions reflect the magnitude and trends of glacier advance and retreat and are critical for understanding ice-sheet dynamics. This dataset provides a spatially extensive and seasonally targeted record of glacier terminus positions across Greenland. It includes 19,171 ice-front delineations for multiple glacier types, including marine-, lake-, and land-terminating glaciers, spanning the period 2002–2021. The delineations were derived from multi-source satellite imagery, including Landsat 5/7/8, Sentinel-1/2, MODIS, ENVISAT ASAR, ASTER, and ERS SAR.

All calving front positions were digitized using standardized workflows implemented in GEEDiT and ArcGIS and are accompanied by detailed metadata. Data quality was assessed through comparisons with TermPicks, the largest compilation of manually interpreted glacier terminus traces across diverse sensors and glacier conditions, and AutoTerm, an automated product with denser temporal coverage. Median average minimum distances (AMD) of 54 m relative to TermPicks and 67 m relative to AutoTerm indicate high position precision.

The dataset is distributed in GeoPackage format (total size: 26.19 MB) and includes glacier-specific centrelines for analysis. It provides a spatially extensive, high-quality benchmark for investigating Greenland glacier dynamics, refining time-varying boundary conditions in ice-sheet models, and supporting the development and validation of automated glacier front-tracking algorithms.
DOI: 10.5281/zenodo.18137596
title: Meitingen, Marien-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.18137597
title: Meitingen, Marien-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.15468/dl.y49p8m
title: Occurrence Download

description: A dataset containing 2980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is one of (April, January, September, December)",
 "TaxonKey is Tringa glareola",
 "Year 2017-2024"
 ]
}

 The dataset includes 2980 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071559-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2prh43
title: CSD 2495225: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2prh54
title: CSD 2495226: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2prh65
title: CSD 2495227: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2prh76
title: CSD 2495228: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2prh87
title: CSD 2495229: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2prk23
title: CSD 2495285: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2prk34
title: CSD 2495286: Experimental Crystal Structure Determination

description: Related Article: Mahmoud Elcheikh Mahmoud, Bassem S. Bassil, Anupam Sarkar, Ji-o Kim, Senthil Kumar Kuppusamy, Concepción Molina-Jirón, Eufemio Moreno-Pineda, Nikoleta Malinova, Appu Sunil, Wolfgang Wernsdorfer, Mario Ruben, Ulrich Kortz|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04807
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18137609
title: Meldorf, Stadt-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.18137608
title: Meldorf, Stadt-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.15468/dl.hjkgxs
title: Occurrence Download

description: A dataset containing 571581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylorhynchus brunneicapillus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 571581 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071556-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqgn3k
title: Occurrence Download

description: A dataset containing 2372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is one of (January, April, September, December)",
 "TaxonKey is Tringa glareola",
 "Year 2020-2024"
 ]
}

 The dataset includes 2372 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071560-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdcv27
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Motacilla alba leucopsis)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (April, May, June)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 234 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071561-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfg45s
title: Occurrence Download

description: A dataset containing 3754856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3754856 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071557-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9nbgd
title: Occurrence Download

description: A dataset containing 5588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urosphena squameiceps)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (April, May, June)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 5588 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071562-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18137459
title: LLM_FineTuning_Dataset
DOI: 10.5281/zenodo.18137460
title: LLM_FineTuning_Dataset
DOI: 10.15468/dl.33fcez
title: Occurrence Download

description: A dataset containing 24266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyanopica cyanus)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (April, May, June)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 24266 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071563-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.