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

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Simplaria pseudomilitaris (Thiriot-Quievreux, 1965))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046514-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8twdwy
title: Occurrence Download

description: A dataset containing 951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycyrrhiza echinata L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 951 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000926-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.toazbj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria velutina (Forssk.) P.Beauv.",
 "Country is Mexico",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030460-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auemcq
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is 217880"
 ]
}

 The dataset includes 112 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160762-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbmxx8
title: Occurrence Download

description: A dataset containing 2616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycyrrhiza glabra L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2616 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000931-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njfek9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium cyprium Brullo, Pavone & Salmeri"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030465-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhy4tf
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus giganteus L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 296 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173582-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwvrn5
title: Occurrence Download

description: A dataset containing 12639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-73.35983276367188 -41.548919677734375,-72.74734497070312 -41.548919677734375,-72.74734497070312 -40.928192138671875,-73.35983276367188 -40.928192138671875,-73.35983276367188 -41.548919677734375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12639 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030461-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx6bdf
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gnaphalium norvegicum Retz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 659 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000936-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtamz6
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus nuttallii Torr. & A.Gray",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 211 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173587-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxbvtl
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium hamrinense Hand.-Mazz."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030461-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4k6sp
title: Occurrence Download

description: A dataset containing 7104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucopternis semiplumbeus Lawrence, 1861"
 ]
}

 The dataset includes 7104 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000950-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pfrqh
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca excubitor Duellman & Fritts, 1972"
 ]
}

 The dataset includes 300 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192655-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64262k
title: Occurrence Download

description: A dataset containing 19789758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "DatasetKey is one of (DATAVES, iNaturalist Research-grade Observations, Monitoreo de fauna en el área de influencia del Proyecto Hidroeléctrico Ituango, durante los años 2012 - 2013 y 2018 - 2021, Registros de avistamiento y ahuyentamiento de fauna silvestre en el área de influencia del Proyecto Hidroeléctrico Ituango, durante los años 2012 - 2021, Registros de aves del Valle de Aburrá asociados al estudio del análisis de la conectividad ecológica funcional y estructural en el Área Metropolitana del Valle de Aburrá, Monitoreo pasivo de fauna silvestre con cámaras trampa en el Piedemonte Meta, Colombia - Proyecto FIBRAS, Monitoreo pasivo de fauna silvestre con cámaras trampa en el Magdalena Medio, Santander y Cesar, Colombia - Proyecto FIBRAS, Aves de los Parques Ecológicos Distritales Humedales Bogotá, D.C., Xeno-canto - Bird sounds from around the world, EOD – eBird Observation Dataset)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 19789758 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046477-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rhzkc
title: Occurrence Download

description: A dataset containing 118898 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is European Molecular Biology Laboratory Australian Mirror"
 ]
}

 The dataset includes 118898 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030462-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8tm34
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.81051 17.57668,111.9061 17.57668,111.9061 20.327,107.81051 20.327,107.81051 17.57668))",
 "HasCoordinate is true",
 "TaxonKey is Syzygium tephrodes (Hance) Merr. & L.M.Perry"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000953-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64gr6x
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus occidentalis Riddell",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 157 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173588-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amvn58
title: Occurrence Download

description: A dataset containing 47251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Nature monitoring data, Amphi Consult and Biomedia, Denmark",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 47251 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046515-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xv0ki
title: Occurrence Download

description: A dataset containing 11133114 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0"
 ]
 },
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Cyanocompsa Cabanis, 1861",
 "TaxonKey is Cyanistes Kaup, 1829",
 "TaxonKey is Sialia Swainson, 1827",
 "TaxonKey is Cyanocitta Strickland, 1845"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11133114 records from 645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030463-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msu5sf
title: Occurrence Download

description: A dataset containing 633320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Senecio inaequidens DC., Senecio angulatus L.fil., Pittosporum tobira (Murray) Aiton fil., Opuntia stricta (Haw.) Haw., Opuntia ficus-indica (L.) Mill., Opuntia aurantiaca Gillies ex Lindl., Mesembryanthemum cordifolium L.fil., Gazania rigens (L.) Gaertn., Chenopodium nutans (R.Br.) S.Fuentes & Borsch, Arundo donax L., Ailanthus altissima (Mill.) Swingle, Agave americana L., Acacia dealbata Link)",
 "Year 1950-2025"
 ]
}

 The dataset includes 633320 records from 574 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012744-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkn9vb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myosotis baltica",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004540-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14718129
title: Data for: Environmental Life Cycle Assessment of the SpiralG Biorefinery

description: This repository contains the life cycle inventory (LCI) datasets and supplementary documents associated with the following two scientific articles:



Braud, L., McDonnell, K., & Murphy, F. (2025). Beyond phycocyanin: Environmental life cycle assessment of a European pilot scale Spirulina biorefinery. Bioresource Technology Reports, 29, 102027. https://doi.org/10.1016/j.biteb.2025.102027

Braud, L., McDonnell, K., & Murphy, F. (2025). Integrating a pilot scale Spirulina biorefinery into a local bioeconomy: A comparative life cycle assessment of environmental mitigation strategies. Under review.


The LCI for the Spirulina biorefinery is based on real pilot-scale data collected between 2019 and 2022 in industrial facilities located in Italy and France, as part of the Circular Bio-Based Europe Joint Undertaking (CBE-JU) project "SpiralG" (https://www.cbe.europa.eu/projects/spiralg), under grant agreement No. 792257.

These materials are shared to support the reproducibility of the findings and to enable further research in the field of Spirulina biorefining and life cycle assessment.

All materials are shared under the [Creative Commons Attribution 4.0 International (CC BY 4.0)] licence.

The scripts used to perform the two LCA studies are available in the linked GitHub repository: https://github.com/leabrd/spiralgorithm.

If you use these materials, please cite the relevant article(s) and this Zenodo repository.
DOI: 10.15468/dl.pfxnr7
title: Occurrence Download

description: A dataset containing 4853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Phascolarctos cinereus",
 "Year 2010-2010"
 ]
}

 The dataset includes 4853 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004542-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbt8jx
title: Occurrence Download

description: A dataset containing 846355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chroicocephalus ridibundus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 846355 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004474-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xct3tf
title: Occurrence Download

description: A dataset containing 4661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DecimalLatitude is -27.1040415473263,-26.9868257257771",
 "DecimalLongitude is 26.5198515965957,26.7931931591592"
 ]
}

 The dataset includes 4661 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004543-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my8z38
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "HasCoordinate is true",
 "Country is Norway"
 ]
}

 The dataset includes 70 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004544-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/223j-p446
title: "UAV Trajectory Planning Strategy In Complex Environments With Multiple Task Nodes And Obstacles"

description: "This paper investigates the unmanned aerial vehicle (UAV) trajectory planning problem in environments with multiple task nodes and obstacles. To address this problem, we first propose a hybrid algorithm, namely GA-RRT*, which utilizes genetic algorithm (GA) to determine the visiting order of the task nodes, while considering rapidly-exploring random trees star (RRT*) to explore feasible paths and provide path length feedback to the GA fitness function. Additionally, considering that the GA-RRT* algorithm hardly obtains sufficiently short paths as the number of UAVs increases, we further propose a novel algorithm, namely colored planning algorithm (CPA), which transforms the complex multi-UAVs trajectory planning problem with multiple task nodes and obstacles into a specialized colored traveling salesman problem (CTSP). In particular, we develop a multi-factor fitness function and an improved single-chromosome encoding scheme for GA-RRT* to effectively solve this specialized CTSP, and further analyze the corresponding solution space. Simulation results show that the proposed trajectory planning strategy can successfully traverse all task nodes while avoiding obstacles, producing short flight paths and achieving high efficiency in terms of flight time under complex environments. Moreover, the proposed strategy exhibits broad applicability and outperforms the traditional GA and RRT* algorithms in terms of both path length and computational efficiency."
DOI: 10.15468/dl.f94gq6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plagiobothrys stipitatus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004546-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyayvr
title: Occurrence Download

description: A dataset containing 4817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "HasCoordinate is true",
 "Country is Poland"
 ]
}

 The dataset includes 4817 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004545-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ter6dm
title: Occurrence Download

description: A dataset containing 2437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tilia amurensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2437 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004547-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykfb3v
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hammeria meleagris (L.Bolus) Klak"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237278-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dzaa6
title: Occurrence Download

description: A dataset containing 49359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiotrichidae"
 ]
}

 The dataset includes 49359 records from 401 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069285-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r4tzz
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus ehecatl Carbajal-Márquez, Cedeño-Vázquez, Martínez-Arce, Neri-Castro & Machkour-M'Rabet, 2020"
 ]
}

 The dataset includes 61 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008706-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gstbqm
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Epidendrum orchidiflorum Salzm. ex Lindl.",
 "Year 1990-2023"
 ]
}

 The dataset includes 268 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029978-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn2q9t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria carlotae Dressler"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235682-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwhfjd
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hanabusaya asiatica (Nakai) Nakai"
 ]
}

 The dataset includes 448 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237281-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc6weq
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rodentia",
 "Country is Eritrea"
 ]
}

 The dataset includes 50 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019057-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.