cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/69s-3tj-k9m
title: Picea obovata Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rlq-qes-abn
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2sc-ztm-myk
title: Picea obovata Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kep-qq7-ves
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yy6-nx2-7kc
title: Picea obovata Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1kl-l9g-8ra
title: Pinus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.anrpgm
title: Occurrence Download

description: A dataset containing 8117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Burkina Faso",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "Year 2003-2025"
 ]
}

 The dataset includes 8117 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009458-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8w9ku
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castanopsis sclerophylla"
 ]
}

 The dataset includes 1165 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009459-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmncwv
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Cypripedium guttatum"
 ]
}

 The dataset includes 414 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009460-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3j8jmg
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia splendens",
 "Year 1950-2025"
 ]
}

 The dataset includes 583 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009461-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syf2uj
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bungarus niger)",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 60",
 "DecimalLongitude is greater than or equal to 60",
 "DecimalLongitude is less than or equal to 150",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009462-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9ntqw
title: Occurrence Download

description: A dataset containing 6947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lutjanus gibbus",
 "Year 2000-2025"
 ]
}

 The dataset includes 6947 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009465-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyrsc3
title: Occurrence Download

description: A dataset containing 5578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinnamomum chekiangense"
 ]
}

 The dataset includes 5578 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009463-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.memwjm
title: Occurrence Download

description: A dataset containing 31412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Populus tremuloides Michx."
 ]
}

 The dataset includes 31412 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009606-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhnhvz
title: Occurrence Download

description: A dataset containing 50143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Leontodon hispidus L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 50143 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009889-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkt7fd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Winteria telescopa Brauer, 1901",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((7.2551 0.4095,6.9596 0.8334,6.5492 0.9061,6.0738 0.5779,5.9713 0.201,6.1078 -0.2929,6.5348 -0.5139,7.0629 -0.1853,7.2551 0.4095))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009906-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ymnr75
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "Geometry POLYGON((57.91834 11.78680,164.08166 11.78680,164.08166 54.21320,57.91834 54.21320,57.91834 11.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melastoma dodecandrum"
 ]
}

 The dataset includes 1652 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007316-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98xruv
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ovophis makazayazaya)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 51 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007318-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7ym2q
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bos mutus"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007320-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/tothm9
title: PDB: 2VXT, IL -18 in complex with 125-2H antibody (311K, 38°C, 100 ns)

description: Molecular Dynamics Simulations (100 nanoseconds) of IL -18 in complex with 125-2H antibody at 311K (38°C). Includes PDB files obtained every 50 ns.
DOI: 10.6084/m9.figshare.29376149
title: The SMI-NBS Compendium: a Global Compendium of Nature-based Solutions in Small-Medium Islands

description: The SMI-NbS Compendium is a comprehensive, open-access global dataset that documents 280 nature-based solutions (NbS) implemented across small and medium-sized islands (SMI). SMI are known for their rich biodiversity and cultural heritage but face socio-economic and environmental challenges, including climate change and sea-level rise, resource scarcity, economic vulnerability and limited capacity for adaptation. The SMI-NbS compendium catalogues diverse NbS case studies from peer-reviewed and grey literature across various ecosystem types and geographic regions. For each NbS, the location, societal challenges addressed, NbS category, ecosystem type, and alignment with the UN Sustainable Development Goals (SDGs) are provided. The SMI-NbS Compendium is intended to support further research toward the design of context-specific solutions for island settings through knowledge exchange. Developed through a systematic literature review, the compendium ensures consistency and comparability across cases. It also highlights research gaps, such as the underrepresentation of socio-economic dimensions in NbS. By sharing real-world examples and their benefits, the SMI-NbS Compendium fosters knowledge exchange and supports sustainable development pathways for SMI communities.Here, the following elements are shared:<b>SMI-NbS Compendium</b><b> </b>in Microsoft Excel format.<b>Overview of the SMI-NbS compendium structure</b>: An overview of the SMI-NbS compendium structure, describing all variables and data types, provided in Microsoft Word format.<b>Data sources</b>: A complete list of references, hyperlinks, and DOI links for each of the case studies listed in the SMI-NbS compendium, provided in Microsoft Excel format.<br>
DOI: 10.6084/m9.figshare.29376149.v2
title: The SMI-NBS Compendium: a Global Compendium of Nature-based Solutions in Small-Medium Islands

description: The SMI-NbS Compendium is a comprehensive, open-access global dataset that documents 280 nature-based solutions (NbS) implemented across small and medium-sized islands (SMI). SMI are known for their rich biodiversity and cultural heritage but face socio-economic and environmental challenges, including climate change and sea-level rise, resource scarcity, economic vulnerability and limited capacity for adaptation. The SMI-NbS compendium catalogues diverse NbS case studies from peer-reviewed and grey literature across various ecosystem types and geographic regions. For each NbS, the location, societal challenges addressed, NbS category, ecosystem type, and alignment with the UN Sustainable Development Goals (SDGs) are provided. The SMI-NbS Compendium is intended to support further research toward the design of context-specific solutions for island settings through knowledge exchange. Developed through a systematic literature review, the compendium ensures consistency and comparability across cases. It also highlights research gaps, such as the underrepresentation of socio-economic dimensions in NbS. By sharing real-world examples and their benefits, the SMI-NbS Compendium fosters knowledge exchange and supports sustainable development pathways for SMI communities.Here, the following elements are shared:<b>SMI-NbS Compendium</b><b> </b>in Microsoft Excel format.<b>Overview of the SMI-NbS compendium structure</b>: An overview of the SMI-NbS compendium structure, describing all variables and data types, provided in Microsoft Word format.<b>Data sources</b>: A complete list of references, hyperlinks, and DOI links for each of the case studies listed in the SMI-NbS compendium, provided in Microsoft Excel format.<br>
DOI: 10.6084/m9.figshare.29376149.v1
title: The SMI-NBS Compendium: a Global Compendium of Nature-based Solutions in Small-Medium Islands

description: The SMI-NbS Compendium is a comprehensive, open-access global dataset that documents 280 nature-based solutions (NbS) implemented across small and medium-sized islands (SMI). SMI are known for their rich biodiversity and cultural heritage but face socio-economic and environmental challenges, including climate change and sea-level rise, resource scarcity, economic vulnerability and limited capacity for adaptation. The SMI-NbS compendium catalogues diverse NbS case studies from peer-reviewed and grey literature across various ecosystem types and geographic regions. For each NbS, the location, societal challenges addressed, NbS category, ecosystem type, and alignment with the UN Sustainable Development Goals (SDGs) are provided. The SMI-NbS Compendium is intended to support further research toward the design of context-specific solutions for island settings through knowledge exchange. Developed through a systematic literature review, the compendium ensures consistency and comparability across cases. It also highlights research gaps, such as the underrepresentation of socio-economic dimensions in NbS. By sharing real-world examples and their benefits, the SMI-NbS Compendium fosters knowledge exchange and supports sustainable development pathways for SMI communities.
DOI: 10.15468/dl.wcthq9
title: Occurrence Download

description: A dataset containing 1832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Trillium",
 "Year 2000-2025"
 ]
}

 The dataset includes 1832 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007321-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r9fd8
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylomecon japonicum",
 "Year 1950-2025"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007322-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17708511
title: Experimental_TensiletestR036-R038_T3.4.2_DLR

description: Tensile tests were carried out to characterize the mechanical properties of conditioned flax-PA11 composite specimens. The specimens were exposed to controlled environmental conditions representing the range of temperature and humidity expected during aircraft operation. The testing aims to understand how these parameters affect the tensile performance and structural integrity of the biocomposite material.

Standardized specimens according to DIN EN ISO 527 with dimensions 25 mm × 250 mm were used. Specimens were equipped with bonded load introduction tabs to ensure uniform stress distribution and prevent premature failure at the grips. Mechanical testing was performed on a Zwick Roell 100 kN universal testing machine, and deformation measurements were conducted using a Digital Image Correlation (DIC) system (LIMES, Instra4D software) for full-field strain analysis.
DOI: 10.5281/zenodo.17708512
title: Experimental_TensiletestR036-R038_T3.4.2_DLR

description: Tensile tests were carried out to characterize the mechanical properties of conditioned flax-PA11 composite specimens. The specimens were exposed to controlled environmental conditions representing the range of temperature and humidity expected during aircraft operation. The testing aims to understand how these parameters affect the tensile performance and structural integrity of the biocomposite material.

Standardized specimens according to DIN EN ISO 527 with dimensions 25 mm × 250 mm were used. Specimens were equipped with bonded load introduction tabs to ensure uniform stress distribution and prevent premature failure at the grips. Mechanical testing was performed on a Zwick Roell 100 kN universal testing machine, and deformation measurements were conducted using a Digital Image Correlation (DIC) system (LIMES, Instra4D software) for full-field strain analysis.
DOI: 10.15468/dl.rx97ss
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ovophis monticola)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 119 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007325-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkjyjg
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "Geometry POLYGON((57.91834 11.78680,164.08166 11.78680,164.08166 54.21320,57.91834 54.21320,57.91834 11.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melastoma dodecandrum"
 ]
}

 The dataset includes 1652 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007326-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17603139
title: District Energy Model (DEM) Input Data for Switzerland

description: This repository provides input data for Switzerland used in the District Energy Model (DEM). The datasets were collected from various publicly available sources, pre-processed, and formatted for direct use within the DEM environment.

Documentation of the model is available on Read The Docs.

The source code of DEM is published on GitHub and can be used under the Apache-2.0 license.

A detailed overview of the data sources, compilation procedures, metadata structure, and instructions for incorporating the datasets into the model can be found in the model documentation. Selected datasets that serve as inputs to DEM are listed below together with their relevant publications.The referenced datasets retain their original licences as stated by the publishers; users must comply with these conditions when using the data.

Compatible with DEM versions:



0.1.0


Referenced datasets included in this package:

Time-series data for wind power



Dujardin, J., Lehning, M. (2022). Wind-Topo_model. EnviDat. https://www.doi.org/10.16904/envidat.301.

Dujardin, J., & Lehning, M. (2022). Wind‐Topo: Downscaling near‐surface wind fields to high‐resolution topography in highly complex terrain with deep learning. Quarterly Journal of the Royal Meteorological Society, 148(744), 1368-1388. https://doi.org/10.1002/qj.4265


Time-series data for electric vehicle charging demand



Parajeles Herrera, M., & Hug, G. (2025). Charging Demand and Flexibility Bounds for Large-Scale BEV Fleets - The Case Study of Switzerland [Data set]. Zenodo. https://doi.org/10.5281/zenodo.16597426

Parajeles Herrera, M & Hug, G. (2025). Modeling Charging Demand and Quantifying Flexibility Bounds for Large-Scale BEV Fleets. 2025 IEEE Kiel PowerTech, Kiel, Germany, 2025, pp. 1-6. DOI: 10.1109/PowerTech59965.2025.11180551
DOI: 10.5281/zenodo.17603138
title: District Energy Model (DEM) Input Data for Switzerland

description: This repository provides input data for Switzerland used in the District Energy Model (DEM). The datasets were collected from various publicly available sources, pre-processed, and formatted for direct use within the DEM environment.

Documentation of the model is available on Read The Docs.

The source code of DEM is published on GitHub and can be used under the Apache-2.0 license.

A detailed overview of the data sources, compilation procedures, metadata structure, and instructions for incorporating the datasets into the model can be found in the model documentation. Selected datasets that serve as inputs to DEM are listed below together with their relevant publications.The referenced datasets retain their original licences as stated by the publishers; users must comply with these conditions when using the data.

Compatible with DEM versions:



0.1.0


Referenced datasets included in this package:

Time-series data for wind power



Dujardin, J., Lehning, M. (2022). Wind-Topo_model. EnviDat. https://www.doi.org/10.16904/envidat.301.

Dujardin, J., & Lehning, M. (2022). Wind‐Topo: Downscaling near‐surface wind fields to high‐resolution topography in highly complex terrain with deep learning. Quarterly Journal of the Royal Meteorological Society, 148(744), 1368-1388. https://doi.org/10.1002/qj.4265


Time-series data for electric vehicle charging demand



Parajeles Herrera, M., & Hug, G. (2025). Charging Demand and Flexibility Bounds for Large-Scale BEV Fleets - The Case Study of Switzerland [Data set]. Zenodo. https://doi.org/10.5281/zenodo.16597426

Parajeles Herrera, M & Hug, G. (2025). Modeling Charging Demand and Quantifying Flexibility Bounds for Large-Scale BEV Fleets. 2025 IEEE Kiel PowerTech, Kiel, Germany, 2025, pp. 1-6. DOI: 10.1109/PowerTech59965.2025.11180551
DOI: 10.13140/rg.2.2.27593.40808
title: ETI Píldoras gramaticales_Guadalquivir