cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24598399.v1
title: Towards multi-faceted outcomes of participation-based interventions: mapping the PREP’s effects for children and youth with disabilities

description: Systematically organizing participation effects may guide participation-based research designs in rehabilitation. This perspective paper uses existing evidence on Pathways and Resources for Engagement and Participation (PREP) to showcase the multitude of effects from a single intervention and synthesize the magnitude of these effects. An outcome matrix of participation effects comprising three dimensions (intermediate, instrumental, ultimate) and two levels (transient, enduring) was used to systematically map PREP’s effects. Forest plot demonstrated clinically important changes in the Canadian Occupational Performance Measure (COPM) across studies. Effect sizes were calculated. The majority of outcomes from 11 studies were mapped to ultimate-transient effects (e.g., changes in participation of self-chosen activities), followed by instrumental-transient effects (e.g., changes in motor body functions). Fewer outcomes were mapped to ultimate-enduring effects (e.g., changes of participation for a longer period or across settings) or intermediate-enduring effects (e.g., therapist-applied knowledge), demonstrating the gaps for investigating enduring effects. COPM changes in most studies (89%) showed clinical significance with small to large effects. Systematic mapping from PREP example guides categorizing multidimensional outcomes. Future participation-based studies can employ individual-based mixed-methods designs to delve into the long-lasting enduring outcomes of youth capacity-building and the transformative process of pursuing meaningful participation goals. Systematically organizing participation effects according to the proposed matrix enhances understanding of multidimentisonal outcomes from a single participation-based intervention.Child/youth-engaging interventions like Pathways and Resources for Engagement and Participation (PREP) can offer a multitude of benefits that promote outcomes of participation and physical and mental health, enhancing efficient/effective rehabilitation services.It is essential that future intervention designs prioritize long-lasting/enduring effects across broad settings and capture underlying processes and capacity building of children/youth toward sustainable participation outcomes. Systematically organizing participation effects according to the proposed matrix enhances understanding of multidimentisonal outcomes from a single participation-based intervention. Child/youth-engaging interventions like Pathways and Resources for Engagement and Participation (PREP) can offer a multitude of benefits that promote outcomes of participation and physical and mental health, enhancing efficient/effective rehabilitation services. It is essential that future intervention designs prioritize long-lasting/enduring effects across broad settings and capture underlying processes and capacity building of children/youth toward sustainable participation outcomes.
DOI: 10.15468/dl.c52tzh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis caduca (Delile) Schult.",
 "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 ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042701-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qm2eee
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cocconeis C.G.Ehrenberg, 1837",
 "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 ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042704-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2z4mw
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Austroderia toetoe (Zotov) N.P.Barker & H.P.Linder"
 ]
}

 The dataset includes 209 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042702-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcxfb4
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Austroderia splendens (Connor) N.P.Barker & H.P.Linder"
 ]
}

 The dataset includes 234 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042705-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdn8bt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis caduca (Delile) Schult.",
 "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 ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042706-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ac959e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cocconeis C.G.Ehrenberg, 1837",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042707-250525065834625/datasets/export for details.
DOI: 10.15468/dl.nr5tzf
title: Occurrence Download

description: A dataset containing 9461407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9461407 records from 2949 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042679-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f3bcc
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is one of (021121c0-f040-11d8-b22f-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, b4640710-8e03-11d8-b956-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, 8483a1f0-1032-11db-ae00-b8a03c50a862, fd0038d0-3e7b-11d9-8439-b8a03c50a862, 6e1cad80-bdf5-11d8-84ea-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, 3c6ad080-bdbe-11da-ac59-b8a03c50a862)",
 "TaxonKey is Pholidobolus affinis (Peters, 1863)"
 ]
}

 The dataset includes 391 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021706-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59qtek
title: Occurrence Download

description: A dataset containing 3866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Perrottetia Kunth"
 ]
}

 The dataset includes 3866 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195119-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsxgnv
title: Occurrence Download

description: A dataset containing 5739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachystegia spiciformis Benth."
 ]
}

 The dataset includes 5739 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297219-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdpudq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mentha gentilis Forssk., 1775",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195110-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruq5wf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neuropeltis learii Pax"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047734-230530130749713/datasets/export for details.
DOI: 10.15468/dl.qejdwr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thrips hawaiiensis (Morgan, 1913)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208365-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ptegd
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culicidae",
 "Country is French Southern Territories"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027558-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc98wr
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria nelsonii O'Kane & Al-Shehbaz"
 ]
}

 The dataset includes 77 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064386-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hccgpu
title: Occurrence Download

description: A dataset containing 5755 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylorhiza elata (Poir.) Soó"
 ]
}

 The dataset includes 5755 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054121-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9zra2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sympetrum uniforme (Selys, 1883)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208359-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbdgsh
title: Occurrence Download

description: A dataset containing 3966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malacopteron magnirostre (Moore, 1854))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3966 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297194-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpnphv
title: Occurrence Download

description: A dataset containing 4322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Forsythia Vahl"
 ]
}

 The dataset includes 4322 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195128-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stc4ua
title: Occurrence Download

description: A dataset containing 3617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malacopteron magnum Eyton, 1839)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3617 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297206-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97cxqq
title: Occurrence Download

description: A dataset containing 22070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lama glama (Linnaeus, 1758)"
 ]
}

 The dataset includes 22070 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202782-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5xm54
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smutsia gigantea (Illiger, 1815)"
 ]
}

 The dataset includes 102 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297220-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.00zmvk9i
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1001 records)
DOI: 10.15468/dl.knt3u3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum ovalifolium subsp. ovalifolium",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195142-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82pksq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspalathus ferox Harv."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297226-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w275tg
title: Occurrence Download

description: A dataset containing 3099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Damnacanthus C.F.Gaertn."
 ]
}

 The dataset includes 3099 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195138-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztwc3q
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Geometry POLYGON((7.57792 44.99042,7.79897 44.99042,7.79897 45.11262,7.57792 45.11262,7.57792 44.99042))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 54 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297209-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epk4x7
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is June",
 "TaxonKey is Apus apus (Linnaeus, 1758)",
 "Year 2022-2022"
 ]
}

 The dataset includes 61 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202794-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn9chu
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspalathus abietina Thunb."
 ]
}

 The dataset includes 306 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297230-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sxwsw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrodes campana Guenée, 1852",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202798-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66utu4
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia cliffortiana L."
 ]
}

 The dataset includes 490 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012077-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqvt8y
title: Occurrence Download

description: A dataset containing 3789556 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 3789556 records from 2190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006373-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/dcsz-9r08
title: LLM Empowering Urban Science: The Exploration of Constructing a New Instruction Dataset

description: The application of large language models (LLMs) in urban planning has gained momentum, with prior research demonstrating their value in participatory planning, process streamlining, and event forecasting. This study focuses on further enhancing urban planning through the integration of more comprehensive datasets. We introduce a newly developed instruction dataset that amalgamates crucial information from several prominent urban datasets, including highD, NGSIM, the Road Networks dataset, TLC Trip data, and the Urban Flow Prediction Survey dataset. The dataset is structured with inputs, outputs, and explanations, and utilizes a combination of multiple-choice and short-answer tasks to facilitate LLM learning. For model training, LLMs such as LLaMA3, BERT, and T5 are fine-tuned and evaluated. The aim is to improve the models' performance in handling urban planning tasks and to offer practical and contextually relevant insights, thereby contributing to more effective and informed urban planning decisions.
DOI: 10.15468/dl.6t4e64
title: Occurrence Download

description: A dataset containing 80423 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2022",
 "StateProvince is one of (chocó)"
 ]
 }
 ]
}

 The dataset includes 80423 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002149-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f37dkb
title: Occurrence Download

description: A dataset containing 73602 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2022",
 "StateProvince is one of (nariño)"
 ]
 }
 ]
}

 The dataset includes 73602 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002151-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.