cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qxfpf8
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nymphoides peltata (S.G.Gmel.) Kuntze"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046731-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v834fp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.030386 -34.99008, 148.030386 -34.992326, 148.032632 -34.992326, 148.032632 -34.99008, 148.030386 -34.99008))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046732-240626123714530/datasets/export for details.
DOI: 10.15468/dl.yxsjqz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.551412 -34.99008, 148.551412 -34.992326, 148.549166 -34.992326, 148.549166 -34.999064, 148.551412 -34.999064, 148.551412 -34.996818, 148.553657 -34.996818, 148.553657 -34.99008, 148.551412 -34.99008))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046733-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ajf2n3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.681668 -34.99008, 148.681668 -34.992326, 148.683914 -34.992326, 148.683914 -34.99008, 148.681668 -34.99008))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046734-240626123714530/datasets/export for details.
DOI: 10.15468/dl.h73bpr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.890527 -34.99008, 148.890527 -34.992326, 148.895019 -34.992326, 148.895019 -34.99008, 148.890527 -34.99008))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046735-240626123714530/datasets/export for details.
DOI: 10.15468/dl.65s472
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Idesia polycarpa var. vestita Diels"
 ]
}

 The dataset includes 432 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046736-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujeyuj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.290279 -34.99008, 149.290279 -34.992326, 149.294771 -34.992326, 149.294771 -34.999064, 149.301508 -34.999064, 149.301508 -34.99008, 149.290279 -34.99008))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046737-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yhped
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.614294 -34.996818, 148.618785 -34.996818, 148.618785 -34.992326, 148.61654 -34.992326, 148.61654 -34.994572, 148.614294 -34.994572, 148.614294 -34.996818)), ((148.614294 -34.996818, 148.612048 -34.996818, 148.612048 -34.999064, 148.614294 -34.999064, 148.614294 -34.996818)))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046738-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjmbgt
title: Occurrence Download

description: A dataset containing 2074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio inaequidens DC."
 ]
}

 The dataset includes 2074 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046739-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfs4gu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.935443 -34.992326, 148.935443 -34.996818, 148.939935 -34.996818, 148.939935 -34.992326, 148.935443 -34.992326))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046740-240626123714530/datasets/export for details.
DOI: 10.15468/dl.4w4xrs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.469943 -34.996818, 149.469943 -34.999064, 149.472189 -34.999064, 149.472189 -34.996818, 149.469943 -34.996818))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046741-240626123714530/datasets/export for details.
DOI: 10.15468/dl.jbhy8a
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viburnum punctatum Buch.-Ham. ex D.Don"
 ]
}

 The dataset includes 242 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046742-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzq4en
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.958521 -34.965377, 147.958521 -34.967622, 147.960766 -34.967622, 147.960766 -34.972114, 147.963012 -34.972114, 147.963012 -34.97436, 147.960766 -34.97436, 147.960766 -34.976606, 147.963012 -34.976606, 147.963012 -34.981097, 147.967504 -34.981097, 147.967504 -34.976606, 147.971995 -34.976606, 147.971995 -34.97436, 147.96975 -34.97436, 147.96975 -34.972114, 147.967504 -34.972114, 147.967504 -34.969868, 147.963012 -34.969868, 147.963012 -34.965377, 147.958521 -34.965377)), ((147.963012 -34.981097, 147.960766 -34.981097, 147.960766 -34.983343, 147.963012 -34.983343, 147.963012 -34.981097)), ((147.963012 -34.983343, 147.963012 -34.99008, 147.96975 -34.99008, 147.96975 -34.987835, 147.974241 -34.987835, 147.974241 -34.99008, 147.976487 -34.99008, 147.976487 -34.981097, 147.974241 -34.981097, 147.974241 -34.983343, 147.963012 -34.983343)), ((147.976487 -34.99008, 147.976487 -34.999064, 147.98547 -34.999064, 147.98547 -35.003555, 147.996699 -35.003555, 147.996699 -34.996818, 147.992208 -34.996818, 147.992208 -34.994572, 147.980979 -34.994572, 147.980979 -34.99008, 147.976487 -34.99008)))"
 ]
}

 The dataset includes 133 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046743-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.why3cb
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.579987 -34.99008, 149.579987 -34.994572, 149.571004 -34.994572, 149.571004 -34.999064, 149.577742 -34.999064, 149.577742 -35.003555, 149.579987 -35.003555, 149.579987 -35.005801, 149.584479 -35.005801, 149.584479 -35.010293, 149.588971 -35.010293, 149.588971 -35.014784, 149.595708 -35.014784, 149.595708 -35.012538, 149.597954 -35.012538, 149.597954 -35.010293, 149.602445 -35.010293, 149.602445 -34.996818, 149.593462 -34.996818, 149.593462 -34.994572, 149.588971 -34.994572, 149.588971 -34.99008, 149.579987 -34.99008))"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046744-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v4eam
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.665947 -34.996818, 148.665947 -35.003555, 148.672685 -35.003555, 148.672685 -34.999064, 148.668193 -34.999064, 148.668193 -34.996818, 148.665947 -34.996818))"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046745-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m47au8
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cercis glabra Pamp."
 ]
}

 The dataset includes 216 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046746-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s7j6u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.526708 -34.996818, 148.526708 -34.999064, 148.522216 -34.999064, 148.522216 -35.003555, 148.528954 -35.003555, 148.528954 -34.999064, 148.531199 -34.999064, 148.531199 -35.010293, 148.537937 -35.010293, 148.537937 -35.003555, 148.542428 -35.003555, 148.542428 -34.996818, 148.526708 -34.996818))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046747-240626123714530/datasets/export for details.
DOI: 10.15468/dl.gky6sw
title: Occurrence Download

description: A dataset containing 1273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophira alata Banks ex C.F.Gaertn."
 ]
}

 The dataset includes 1273 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046748-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqa64b
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.043241 -35.001309, 149.043241 -35.008047, 149.047733 -35.008047, 149.047733 -35.003555, 149.052225 -35.003555, 149.052225 -35.001309, 149.043241 -35.001309))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046749-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc7p36
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.580607 -35.003555, 148.580607 -35.005801, 148.587344 -35.005801, 148.587344 -35.003555, 148.580607 -35.003555))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046750-240626123714530/datasets/export for details.
DOI: 10.15468/dl.utazvq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.679422 -35.005801, 148.679422 -35.010293, 148.681668 -35.010293, 148.681668 -35.005801, 148.679422 -35.005801))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046751-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26489686
title: An artificial neural network-based model for predicting paratransit travel time

description: The nature of paratransit services makes for increased uncertainty in trip time, leading to reported unreliability and dissatisfaction by the users. While providing travel information has proved helpful in formal bus services and has been recommended for paratransit setup, little is reported about efforts at providing information to paratransit users. This study focused on one strand of possible travel information that can be provided – Travel Time. An artificial neural network (ANN)-based model was developed to predict paratransit travel times, geared towards providing information to improve user experiences. The developed model was tested on a real-world paratransit bus route (minibus taxi) in Kumasi. A travel time survey that employed a mobile phone application was used to collect data onboard the vehicles on the study route. Two ANN models were trained. The first used only historical datasets, while the second incorporated real-time information. The results show that the model in which real-time information was included performed better than that trained with only historical data. The developed models were compared with a historical average model and a regression-based model, and the results showed that the ANN models outperformed the others. The study showed that the nature of paratransit services and the limitations of continuous data collection, notwithstanding, travel times of paratransit trips can be predicted to a reasonable level of accuracy, as can be relied upon in providing information to the users.
DOI: 10.6084/m9.figshare.26489686.v1
title: An artificial neural network-based model for predicting paratransit travel time

description: The nature of paratransit services makes for increased uncertainty in trip time, leading to reported unreliability and dissatisfaction by the users. While providing travel information has proved helpful in formal bus services and has been recommended for paratransit setup, little is reported about efforts at providing information to paratransit users. This study focused on one strand of possible travel information that can be provided – Travel Time. An artificial neural network (ANN)-based model was developed to predict paratransit travel times, geared towards providing information to improve user experiences. The developed model was tested on a real-world paratransit bus route (minibus taxi) in Kumasi. A travel time survey that employed a mobile phone application was used to collect data onboard the vehicles on the study route. Two ANN models were trained. The first used only historical datasets, while the second incorporated real-time information. The results show that the model in which real-time information was included performed better than that trained with only historical data. The developed models were compared with a historical average model and a regression-based model, and the results showed that the ANN models outperformed the others. The study showed that the nature of paratransit services and the limitations of continuous data collection, notwithstanding, travel times of paratransit trips can be predicted to a reasonable level of accuracy, as can be relied upon in providing information to the users.
DOI: 10.15468/dl.5j8n6y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.630014 -35.014784, 148.630014 -35.019276, 148.634506 -35.019276, 148.634506 -35.014784, 148.630014 -35.014784))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046752-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ncecr4
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (Macro-moth distribution records for the UK from Butterfly Conservation, up to 2019, Moths in Berkshire vice-county - records verified via iRecord)",
 "Geometry POLYGON((-4.51634 55.47614,-4.52264 55.47343,-4.51914 55.47072,-4.51468 55.47597,-4.51634 55.47614))",
 "Month is one of (April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 1990-2024"
 ]
}

 The dataset includes 472 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046753-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13203175
title: coauth-DBLP

description: Overview

This is a temporal higher-order network dataset, which here means a sequence of timestamped hyperedges where each hyperedge is a set of nodes. In this dataset, nodes are authors, and a hyperedge is a publication recorded on DBLP. Timestamps are the year of publication. Some basic statistics of this dataset are:



number of nodes: 1,924,991

number of timestamped hyperedges: 3,700,067

number of unique hyperedges: 2,599,087


Changelog



v0.1: fixed year format with PR #32 https://github.com/xgi-org/xgi-data/pull/32

v0: initial version


Source of original data





https://www.cs.cornell.edu/~arb/data/coauth-DBLP/



References

If you use this data, please cite the following paper:



Simplicial closure and higher-order link prediction. Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberg. Proceedings of the National Academy of Sciences (PNAS), 2018.
DOI: 10.5281/zenodo.10155872
title: coauth-DBLP

description: Overview

This is a temporal higher-order network dataset, which here means a sequence of timestamped hyperedges where each hyperedge is a set of nodes. In this dataset, nodes are authors, and a hyperedge is a publication recorded on DBLP. Timestamps are the year of publication. Some basic statistics of this dataset are:



number of nodes: 1,924,991

number of timestamped hyperedges: 3,700,067

number of unique hyperedges: 2,599,087


Changelog



v0.1: fixed year format with PR #32 https://github.com/xgi-org/xgi-data/pull/32

v0: initial version


Source of original data





https://www.cs.cornell.edu/~arb/data/coauth-DBLP/



References

If you use this data, please cite the following paper:



Simplicial closure and higher-order link prediction. Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberg. Proceedings of the National Academy of Sciences (PNAS), 2018.
DOI: 10.5281/zenodo.10155873
title: coauth-DBLP

description: Overview
This is a temporal higher-order network dataset, which here means a sequence of timestamped hyperedges where each hyperedge is a set of nodes. In this dataset, nodes are authors, and a hyperedge is a publication recorded on DBLP. Timestamps are the year of publication in ISO8601 format. Some basic statistics of this dataset are:

number of nodes: 1,924,991
number of timestamped hyperedges: 3,700,067
number of unique hyperedges: 2,599,087
References
If you use this data, please cite the following paper:

Simplicial closure and higher-order link prediction. Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberg. Proceedings of the National Academy of Sciences (PNAS), 2018.
DOI: 10.15468/dl.6najhh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.047733 -35.012538, 149.047733 -35.014784, 149.043241 -35.014784, 149.043241 -35.01703, 149.047733 -35.01703, 149.047733 -35.019276, 149.056716 -35.019276, 149.056716 -35.014784, 149.052225 -35.014784, 149.052225 -35.012538, 149.047733 -35.012538))"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046754-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evy39u
title: Occurrence Download

description: A dataset containing 1596 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.389095 -34.958639, 149.389095 -34.960885, 149.380111 -34.960885, 149.380111 -34.97436, 149.382357 -34.97436, 149.382357 -34.967622, 149.393586 -34.967622, 149.393586 -34.972114, 149.389095 -34.972114, 149.389095 -34.97436, 149.386849 -34.97436, 149.386849 -34.976606, 149.380111 -34.976606, 149.380111 -34.996818, 149.382357 -34.996818, 149.382357 -35.003555, 149.380111 -35.003555, 149.380111 -35.012538, 149.377866 -35.012538, 149.377866 -35.021522, 149.382357 -35.021522, 149.382357 -35.028259, 149.386849 -35.028259, 149.386849 -35.030505, 149.393586 -35.030505, 149.393586 -35.026013, 149.389095 -35.026013, 149.389095 -35.021522, 149.393586 -35.021522, 149.393586 -35.003555, 149.402569 -35.003555, 149.402569 -35.005801, 149.409307 -35.005801, 149.409307 -34.999064, 149.395832 -34.999064, 149.395832 -34.99008, 149.389095 -34.99008, 149.389095 -34.992326, 149.386849 -34.992326, 149.386849 -34.987835, 149.393586 -34.987835, 149.393586 -34.983343, 149.395832 -34.983343, 149.395832 -34.987835, 149.402569 -34.987835, 149.402569 -34.99008, 149.409307 -34.99008, 149.409307 -34.992326, 149.411553 -34.992326, 149.411553 -34.987835, 149.416044 -34.987835, 149.416044 -34.985589, 149.420536 -34.985589, 149.420536 -34.97436, 149.416044 -34.97436, 149.416044 -34.969868, 149.411553 -34.969868, 149.411553 -34.965377, 149.407061 -34.965377, 149.407061 -34.963131, 149.402569 -34.963131, 149.402569 -34.960885, 149.398078 -34.960885, 149.398078 -34.958639, 149.389095 -34.958639))"
 ]
}

 The dataset includes 1596 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046755-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13204235
title: hedychium_flavescens_zanfona_1.fasta.gz

description: .
DOI: 10.5281/zenodo.13204236
title: hedychium_flavescens_zanfona_1.fasta.gz

description: .
DOI: 10.15468/dl.fkenvy
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.650227 -35.014784, 148.650227 -35.019276, 148.65921 -35.019276, 148.65921 -35.014784, 148.650227 -35.014784)), ((148.65921 -35.019276, 148.65921 -35.021522, 148.661456 -35.021522, 148.661456 -35.019276, 148.65921 -35.019276)))"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046756-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.