cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1099034.10fu
title: SH1099034.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.4smjra
title: Occurrence Download

description: A dataset containing 6038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fraxinus chinensis"
 ]
}

 The dataset includes 6038 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002649-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/2cdc29ea-eac0-4859-b878-7b6b870b3197.v1
title: Data Underlying the Publication: From Flux to Capital: Distinguishing Patterns of Income and Wealth Segregation in the Netherlands

description: This dataset contains indicators of household-level income and wealth inequality and residential segregation in the Netherlands. This information is derived from restricted geo-coded register microdata provided by Statistics Netherlands and used in the analyses published in the referenced paper, where the methodology for calculating these data is included. It includes measures of income and wealth inequality at the household level for 2022, adjusted for the number of household members and distinguishing between financial wealth and real estate wealth; residential segregation of income and wealth, computed with adjustments both for household members and adults, and likewise distinguishing between financial and real estate wealth, for the 2011-2022 period and for different geographic scales of spatial computation of segregation; demographic data for 500 m × 500 m grid cells covering the entire Dutch territory for 2022; information on the income and wealth percentiles of households, disaggregated into financial and real estate wealth; and detailed wealth distribution data for the Netherlands, distinguishing between financial and real estate wealth, between households headed by individuals born in the Netherlands and those born abroad, and for all years of the population distribution, for the year 2022. Together, these indicators provide a comprehensive view of economic inequality and residential segregation in the Netherlands, capturing both levels (inequality and percentiles) and spatial patterns (segregation across multiple scales). This dataset also contains the R scripts used for the computation of the data and its visualization in the referenced paper.
DOI: 10.5281/zenodo.15040150
title: OptiFlow: A Flexible Network Flow Model for Energy Systems Analysis and Beyond (supporting data)

description: This Zenodo repository supports the article:"OptiFlow: A Flexible Network Flow Modelling Framework for Energy Systems Analysis and Beyond." It contains the OptiFlow model and data for the two scenarios discussed in the case study. 

Abstract

With a global move towards more renewable energy sources in the energy system and increased sector-coupling, a good spatiotemporal resolution and representation of related transport networks becomes increasingly important. Existing energy system models are, however, often built for specific purposes with limited flexibility for modification. Modelling future energy systems calls for flexible and adaptable tools that can represent the complexity of integrated energy systems.

We introduce the OptiFlow framework, which is a bottom-up, open-source optimisation model based on network graphic theory. OptiFlow can represent linear movements of flows across processes and across spatial and temporal dimensions, such as processes for transport or inter-temporal storage or processes with time delay. The framework can represent network topologies, including energy carriers or feedstocks related to the energy system. OptiFlow can be used as stand-alone or it can be soft- or hard-linked to established energy system models such as Balmorel. OptiFlow has been applied to a wide range of use cases, including waste management, biomass utilisation, renewable fuel production, Power-to-X, and cascading hydropower, including interactions with the surrounding energy system.

This paper presents an overview of the OptiFlow framework, focusing on network design, spatiotemporal dimensions, and integration with other energy system models. Furthermore, we present a simple case study where OptiFlow is hard-linked with Balmorel to optimise the production of renewable maritime fuels. With OptiFlow, we seek to reduce the future need for purpose-built model development with a flexible framework for modelling any process or set of processes interacting with the energy sectors. 

Balmorel-OptiFlow

For more information, and accesing the latest model development visit the Github of the Balmorel community (https://github.com/balmorelcommunity).
DOI: 10.5281/zenodo.15040151
title: OptiFlow: A Flexible Network Flow Model for Energy Systems Analysis and Beyond (supporting data)

description: This Zenodo repository supports the article:"OptiFlow: A Flexible Network Flow Modelling Framework for Energy Systems Analysis and Beyond." It contains the OptiFlow model and data for the two scenarios discussed in the case study. 

Abstract

With a global move towards more renewable energy sources in the energy system and increased sector-coupling, a good spatiotemporal resolution and representation of related transport networks becomes increasingly important. Existing energy system models are, however, often built for specific purposes with limited flexibility for modification. Modelling future energy systems calls for flexible and adaptable tools that can represent the complexity of integrated energy systems.

We introduce the OptiFlow framework, which is a bottom-up, open-source optimisation model based on network graphic theory. OptiFlow can represent linear movements of flows across processes and across spatial and temporal dimensions, such as processes for transport or inter-temporal storage or processes with time delay. The framework can represent network topologies, including energy carriers or feedstocks related to the energy system. OptiFlow can be used as stand-alone or it can be soft- or hard-linked to established energy system models such as Balmorel. OptiFlow has been applied to a wide range of use cases, including waste management, biomass utilisation, renewable fuel production, Power-to-X, and cascading hydropower, including interactions with the surrounding energy system.

This paper presents an overview of the OptiFlow framework, focusing on network design, spatiotemporal dimensions, and integration with other energy system models. Furthermore, we present a simple case study where OptiFlow is hard-linked with Balmorel to optimise the production of renewable maritime fuels. With OptiFlow, we seek to reduce the future need for purpose-built model development with a flexible framework for modelling any process or set of processes interacting with the energy sectors. 

Balmorel-OptiFlow

For more information, and accesing the latest model development visit the Github of the Balmorel community (https://github.com/balmorelcommunity).
DOI: 10.15468/dl.ps268y
title: Occurrence Download

description: A dataset containing 47833851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammalia"
 ]
}

 The dataset includes 47833851 records from 15706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002601-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2b44g
title: Occurrence Download

description: A dataset containing 176578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.38_1, USA.48_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 176578 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009481-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29855z
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gypsophila bermejoi G.López"
 ]
}

 The dataset includes 242 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009491-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp32nw
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Periphyllus californiensis (Shinji, 1917)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009492-250310093411724/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.cc2lsfg9
title: CCDC 2406761: Experimental Crystal Structure Determination

description: Related Article: Dong Zhao|2024|CSD Communication|||
description: Related Article: Dong Zhao, Mingzhen Quan, Yibo Cui, Hongli Yu, Lingyu Chi, Ruibin Hao, Jing Zhao, Quanlin Liu|2025|Inorg.Chem.|64|4622|doi:10.1021/acs.inorgchem.5c00163
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.cc2lsfhb
title: CCDC 2406762: Experimental Crystal Structure Determination

description: Related Article: Dong Zhao|2024|CSD Communication|||
description: Related Article: Dong Zhao, Mingzhen Quan, Yibo Cui, Hongli Yu, Lingyu Chi, Ruibin Hao, Jing Zhao, Quanlin Liu|2025|Inorg.Chem.|64|4622|doi:10.1021/acs.inorgchem.5c00163
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.cc2lsfjc
title: CCDC 2406763: Experimental Crystal Structure Determination

description: Related Article: Dong Zhao|2024|CSD Communication|||
description: Related Article: Dong Zhao, Mingzhen Quan, Yibo Cui, Hongli Yu, Lingyu Chi, Ruibin Hao, Jing Zhao, Quanlin Liu|2025|Inorg.Chem.|64|4622|doi:10.1021/acs.inorgchem.5c00163
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.cc2lsfkd
title: CCDC 2406764: Experimental Crystal Structure Determination

description: Related Article: Dong Zhao|2024|CSD Communication|||
description: Related Article: Dong Zhao, Mingzhen Quan, Yibo Cui, Hongli Yu, Lingyu Chi, Ruibin Hao, Jing Zhao, Quanlin Liu|2025|Inorg.Chem.|64|4622|doi:10.1021/acs.inorgchem.5c00163
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.zqhju7
title: Occurrence Download

description: A dataset containing 19421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenopia conglobata (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19421 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009493-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8nzpu
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prociphilus xylostei (De Geer, 1773)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 296 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009494-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thzjyv
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "TaxonKey is Rhinichthys falcatus (Eigenmann & Eigenmann, 1893)"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009495-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf6p68
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudacaudella rubida (Börner, 1939)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 291 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009497-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvvmff
title: Occurrence Download

description: A dataset containing 9641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 9641 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009498-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3c5jq
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudoregma panicola (Takahashi, 1921)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009499-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rupu6b
title: Occurrence Download

description: A dataset containing 4986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-128.971 27.20584,-69.90298 27.20584,-69.90298 51.26264,-128.971 51.26264,-128.971 27.20584))",
 "TaxonKey is Bromus tectorum L."
 ]
}

 The dataset includes 4986 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009500-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pm47ax
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterocallis alni (De Geer, 1773)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 400 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009501-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hxgrf
title: Occurrence Download

description: A dataset containing 1921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olophrum consimile (Gyllenhal, 1810)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1921 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009503-250310093411724/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.28270970
title: Study files

description: Docking results and analysis, MD input files, MD output files and MD trajectory analysis for a docking-MD polypharmacy virtual screening study of NCC
DOI: 10.15468/dl.pyapz6
title: Occurrence Download

description: A dataset containing 4884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Material sample)",
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Fouquieria Kunth"
 ]
}

 The dataset includes 4884 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009504-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v7bvg
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olophrum latum Mäklin, 1853",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 653 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009505-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7ksyp
title: Occurrence Download

description: A dataset containing 176164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespa velutina Lepeletier, 1836"
 ]
}

 The dataset includes 176164 records from 865 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009502-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv4dmw
title: Occurrence Download

description: A dataset containing 64431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ciconia ciconia (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year 2013-2017",
 "Geometry POLYGON((-10 35.5,4.5 35.5,4.5 45,-10 45,-10 35.5))",
 {
 "or" : [
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is not null"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 250"
 ]
 }
 ]
}

 The dataset includes 64431 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043565-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mwxor
title: Occurrence Download

description: A dataset containing 197208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex aquifolium L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 197208 records from 414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050923-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k26d47
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buteogallus solitarius (Tschudi, 1844)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 1494 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345020-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh4brq
title: Occurrence Download

description: A dataset containing 3157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bugula neritina (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3157 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076332-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd6lj6
title: Occurrence Download

description: A dataset containing 15221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odocoileus hemionus (Rafinesque, 1817)"
 ]
}

 The dataset includes 15221 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050923-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6k83p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coptotermes sjostedti Holmgren, 1911"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103641-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmntq7
title: Occurrence Download

description: A dataset containing 23964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum rhytidophyllum Hemsl. ex Forbes & Hemsl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23964 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076329-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.