cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.75tae2
title: Occurrence Download

description: A dataset containing 1823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.8633070000000060 41.3742967000000021, -81.8633070000000060 41.3757091900000020, -81.8633070000000060 41.3777808399999998, -81.8633070000000060 41.3798524899999975, -81.8633070000000060 41.3820183099999994, -81.8633070000000060 41.3837132999999966, -81.8609550500000012 41.3837132999999966, -81.8591676399999955 41.3837132999999966, -81.8563454100000030 41.3837132999999966, -81.8538053999999988 41.3837132999999966, -81.8510772500000030 41.3837132999999966, -81.8487252999999981 41.3837132999999966, -81.8487252999999981 41.3825833100000011, -81.8487252999999981 41.3804174899999992, -81.8487252999999981 41.3792874999999967, -81.8487252999999981 41.3779691700000001, -81.8487252999999981 41.3769333500000016, -81.8487252999999981 41.3753325300000014, -81.8487252999999981 41.3742967000000021, -81.8501365099999987 41.3742967000000021, -81.8517357700000048 41.3742967000000021, -81.8540876299999951 41.3742967000000021, -81.8562513400000000 41.3742967000000021, -81.8578506000000061 41.3742967000000021, -81.8591676399999955 41.3742967000000021, -81.8614254200000033 41.3742967000000021, -81.8633070000000060 41.3742967000000021))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1823 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097323-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epdc2e
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iguana iguana (Linnaeus, 1758)",
 "Year 1952-2022"
 ]
}

 The dataset includes 231 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036277-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9nej3
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is one of (Chinese Taipei, China, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Soliva anthemifolia R.Br."
 ]
}

 The dataset includes 562 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027070-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ca4k8d
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diphyllobothriidea",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257629-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktqgsd
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Murciélagos observados en la transición Andino Amazónica del departamento del Caquetá - Proyecto Colombia BIO"
 ]
}

 The dataset includes 285 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036305-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fukguu
title: Occurrence Download

description: A dataset containing 1798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Rheidae"
 ]
}

 The dataset includes 1798 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028920-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xubh8f
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinopodium macranthum (Makino) H.Hara",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197500-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc82ju
title: Occurrence Download

description: A dataset containing 23817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Athene cunicularia (Molina, 1782)",
 "Year 2017-2022"
 ]
}

 The dataset includes 23817 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036276-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u67dez
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Geophis duellmani Smith & Holland, 1969"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028916-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3awzdw
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus apertisquamifera H.Hara",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 389 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197515-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmqps7
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterogobius zacalles Jordan & Snyder, 1901"
 ]
}

 The dataset includes 180 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036278-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzhj4d
title: Occurrence Download

description: A dataset containing 16468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Caprifoliaceae",
 "Year 1895-2022"
 ]
}

 The dataset includes 16468 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028925-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tjb6v
title: Occurrence Download

description: A dataset containing 4126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Agrostis castellana Boiss. & Reut."
 ]
}

 The dataset includes 4126 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212922-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjgdtq
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Anfibios de la transición Andino-Amazónica del departamento del Caquetá - Proyecto Colombia BIO"
 ]
}

 The dataset includes 523 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036290-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m44x23
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Texas A&M University Insect Collection",
 "GadmGid is CHL.16.1_1",
 "TaxonKey is Chrysoperla externa (Hagen, 1861)"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028917-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h52a3
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemichromis guttatus Günther, 1862"
 ]
}

 The dataset includes 142 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069631-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuwkgf
title: Occurrence Download

description: A dataset containing 193851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters is less than or equal to 5000.0",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 193851 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028910-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z8g6a
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paramonacanthus nematophorus (Günther, 1870)"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036294-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn9eth
title: Occurrence Download

description: A dataset containing 3198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758",
 "Year 2017-2021"
 ]
}

 The dataset includes 3198 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069628-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj5f8b
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inachus leptochirus Leach, 1817"
 ]
}

 The dataset includes 156 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121689-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9n7y2
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Babilla del Apaporis (Caiman crocodilus apaporiensis) en la cuenca media del río Apaporis, municipio de Pacoa"
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036309-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yraku7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elacatinus pridisi Guimarães, Gasparini & Rocha, 2004"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069634-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd6446
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Geophis incomptus Duellman, 1959"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028927-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdzfu2
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anchoa ischana (Jordan & Gilbert, 1882)"
 ]
}

 The dataset includes 355 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036282-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ftzrb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus armenus (Boiss. & A.Huet) Celak.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069635-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mu3ww4
title: Occurrence Download

description: A dataset containing 340483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Commelinaceae"
 ]
}

 The dataset includes 340483 records from 1277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213750-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7sqhb
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "Country is one of (Peru)",
 "TaxonKey is one of (Atelopus peruensis [GBIF Backbone Taxonomy])",
 "Geometry POLYGON((-79.63293 -6.39261,-78.66684 -8.14721,-77.93207 -9.6662,-76.29924 -9.84054,-77.46944 -6.39261,-79.63293 -6.39261))"
 ]
 }
 ]
}

 The dataset includes 132 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008759-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fmu2n
title: Occurrence Download

description: A dataset containing 9611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arenaria serpyllifolia"
 ]
}

 The dataset includes 9611 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007850-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzqucy
title: Occurrence Download

description: A dataset containing 986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sus barbatus"
 ]
}

 The dataset includes 986 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007851-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.30488090
title: Supplementary information files for "SolECOs: a data-driven platform for sustainable and comprehensive solvent selection in pharmaceutical manufacturing"

description: Supplementary files for article "SolECOs: a data-driven platform for sustainable and comprehensive solvent selection in pharmaceutical manufacturing"<br><br>Solvent selection in pharmaceutical crystallization plays a pivotal role in determining overall manufacturing efficiency while also significantly impacting environmental performance and regulatory compliance. A data-driven solution for sustainable solvent selection, applicable to both single and binary solvent systems, was developed and integrated into SolECOs (Solution ECOsystems), a modular and user-friendly platform for Sustainable-by-Design solvent selection in pharmaceutical manufacturing. A comprehensive solubility database containing 1186 active pharmaceutical ingredients (APIs) and 30 solvents was constructed and used in conjunction with thermodynamically informed machine learning models, including the Polynomial Regression Model-based Multi-Task Learning Network (PRMMT), the Point-Adjusted Prediction Network (PAPN), and the Modified Jouyban–Acree-based Neural Network (MJANN), to predict solubility profiles along with associated uncertainties. Sustainability assessment was performed using both midpoint and endpoint life cycle impact indicators (ReCiPe 2016) and industrial benchmarks such as the GSK sustainable solvent framework, enabling a multidimensional ranking of solvent candidates. Experimentally validated case studies involving APIs such as paracetamol, meloxicam, piroxicam, and cytarabine confirmed the approach's robustness, adaptability to various crystallization conditions, and effectiveness in supporting single and binary solvent screening and design.<br><br>© The Author(s), CC BY-NC 3.0
DOI: 10.17028/rd.lboro.30488090.v1
title: Supplementary information files for "SolECOs: a data-driven platform for sustainable and comprehensive solvent selection in pharmaceutical manufacturing"

description: Supplementary files for article "SolECOs: a data-driven platform for sustainable and comprehensive solvent selection in pharmaceutical manufacturing"<br><br>Solvent selection in pharmaceutical crystallization plays a pivotal role in determining overall manufacturing efficiency while also significantly impacting environmental performance and regulatory compliance. A data-driven solution for sustainable solvent selection, applicable to both single and binary solvent systems, was developed and integrated into SolECOs (Solution ECOsystems), a modular and user-friendly platform for Sustainable-by-Design solvent selection in pharmaceutical manufacturing. A comprehensive solubility database containing 1186 active pharmaceutical ingredients (APIs) and 30 solvents was constructed and used in conjunction with thermodynamically informed machine learning models, including the Polynomial Regression Model-based Multi-Task Learning Network (PRMMT), the Point-Adjusted Prediction Network (PAPN), and the Modified Jouyban–Acree-based Neural Network (MJANN), to predict solubility profiles along with associated uncertainties. Sustainability assessment was performed using both midpoint and endpoint life cycle impact indicators (ReCiPe 2016) and industrial benchmarks such as the GSK sustainable solvent framework, enabling a multidimensional ranking of solvent candidates. Experimentally validated case studies involving APIs such as paracetamol, meloxicam, piroxicam, and cytarabine confirmed the approach's robustness, adaptability to various crystallization conditions, and effectiveness in supporting single and binary solvent screening and design.<br><br>© The Author(s), CC BY-NC 3.0
DOI: 10.4121/fc3f2fe7-b1c6-4d11-8604-8b5bc9ed10a8
title: Descriptions of 14 Integrated Home Renovation Service (IHRS) Business Models: A Comparative Business Model Canvas Analysis

description: This dataset contains structured descriptions of <strong>14 Integrated Home Renovation Service (IHRS)</strong> business models collected as part of the research publication <em>“Integrated home renovation services as a means to boost energy renovations for homeowner associations: A comparative analysis of service providers’ business models.”</em>Each business model is analyzed using the <strong>Business Model Canvas</strong> framework to identify how different service providers <strong>create, deliver, and capture value</strong> in the context of multi-apartment building renovations. The dataset enables cross-case comparison between <strong>publicly led and privately led IHRS providers</strong> and highlights patterns in stakeholder collaboration, financing mechanisms, customer segments, and digital support tools.The cases mainly originate from the <strong>Netherlands</strong> and <strong>Belgium</strong>, with additional long-standing PPP examples from <strong>France</strong> and <strong>Austria</strong> to illustrate mature service approaches and support international learning.Additionally, the dataset includes a <strong>comparative analysis</strong> assessing how each business model tackles specific barriers identified in prior research based on literature review and expert focus groups. These barriers include issues related to financing, governance, decision-making, technical complexity, and trust among stakeholders.