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

description: A dataset containing 46466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is Mexico",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 46466 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002742-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyrfuh
title: Occurrence Download

description: A dataset containing 182191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mus musculus Linnaeus, 1758"
 ]
}

 The dataset includes 182191 records from 755 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002840-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkky46
title: Occurrence Download

description: A dataset containing 1385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vanilla planifolia Andrews)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1385 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111584-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5934n3
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ablepharus kitaibelii Bibron & Bory St-Vincent, 1833",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 723 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111585-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu399b
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Primulina eburnea (Hance) Yin Z.Wang)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 225 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111586-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ebkkv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vatica guangxiensis S.L.Mo)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111588-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzz4d9
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eryx jaculus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 266 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111587-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13624809
title: Computational results data for the assoziated publication "Network Interdiction Problems in Urban Transportation: Theoretical Insights and Computational Characteristics"

description: This repository contains two Excel tables with computational results for our paper "Network Interdiction Problems in Urban Transportation: Theoretical Insights and Computational Characteristics". Each Excel table includes multiple worksheets, each representing different scenarios and models evaluated in our study.

Worksheets Overview

Each Excel table contains the following worksheets:1. ML: Results for the "ML" big M values.2. MH: Results for the "MH" big M values.3. MF: Results for the "MF" big M values.4. Path: Results for the path model.5. FMInstances: Results from applying our models on the original Fontaine and Minner (2018) instances.

Columns Description

Each worksheet contains the following columns:

- Name of Instance: A complex string with the identifier of the used instance. The relevant part is "_RXXX_", where XXX is the random seed used to generate the instance.- Number users: The number of users/commodities in the network.- B: The budget (always set to infinity in our instances).- GUROBI_RUNTIME: The time limit set for the computations.- Modelkind: The type of model used. Possible values are:  - INDICATOR: Compact model.  - FMbenders: Benders model from Fontaine and Minner (2018).  - ICM: Benders-like cuts.  - PathModel: Path enumeration model.- BigM computation: Time required to compute all the big M values used (not included in the time limit).- runtime: Runtime of the selected model.- BBnodes: Number of nodes in the Branch & Bound tree.- gap: Gap reported by Gurobi after reaching the time limit.- Cuts BLC: Number of Benders-like cuts included.- Time BLC: Time required for separating Benders-like cuts.- M improve BLC: Frequency of improvements to a big M when using the improved big M term in Benders-like cuts.- Mcutoff_AVE: Average (non-zero) improvement of a big M when using the improved big M term in Benders-like cuts.- Cuts FMBenders: Number of Benders cuts generated in the Fontaine and Minner (2018) model.- Time FMBenders: Time required to generate the Benders cuts in the Fontaine and Minner (2018) model.- Runtime path enum: Time required to enumerate all paths for the path-based model (not included in the time limit).- Average Num Path: Average number of paths generated for a single commodity/user. Multiply this value by the number of users to obtain the absolute number of paths generated.

Note on FCP

All the results found for the instances already had integer flow solutions. Additionally, we conducted experiments where we explicitly forced the solutions to be integer for the Benders-like cuts model. We observed that the runtimes remained the same, with only some natural insignificant hardware-induced fluctuations. Therefore, we omit reporting these results again.

For further information or questions, please refer to our paper "Network Interdiction Problems in Urban Transportation: Theoretical Insights and Computational Characteristics" or contact the authors.
DOI: 10.5281/zenodo.13624810
title: Computational results data for the assoziated publication "Network Interdiction Problems in Urban Transportation: Theoretical Insights and Computational Characteristics"

description: This repository contains two Excel tables with computational results for our paper "Network Interdiction Problems in Urban Transportation: Theoretical Insights and Computational Characteristics". Each Excel table includes multiple worksheets, each representing different scenarios and models evaluated in our study.

Worksheets Overview

Each Excel table contains the following worksheets:1. ML: Results for the "ML" big M values.2. MH: Results for the "MH" big M values.3. MF: Results for the "MF" big M values.4. Path: Results for the path model.5. FMInstances: Results from applying our models on the original Fontaine and Minner (2018) instances.

Columns Description

Each worksheet contains the following columns:

- Name of Instance: A complex string with the identifier of the used instance. The relevant part is "_RXXX_", where XXX is the random seed used to generate the instance.- Number users: The number of users/commodities in the network.- B: The budget (always set to infinity in our instances).- GUROBI_RUNTIME: The time limit set for the computations.- Modelkind: The type of model used. Possible values are:  - INDICATOR: Compact model.  - FMbenders: Benders model from Fontaine and Minner (2018).  - ICM: Benders-like cuts.  - PathModel: Path enumeration model.- BigM computation: Time required to compute all the big M values used (not included in the time limit).- runtime: Runtime of the selected model.- BBnodes: Number of nodes in the Branch & Bound tree.- gap: Gap reported by Gurobi after reaching the time limit.- Cuts BLC: Number of Benders-like cuts included.- Time BLC: Time required for separating Benders-like cuts.- M improve BLC: Frequency of improvements to a big M when using the improved big M term in Benders-like cuts.- Mcutoff_AVE: Average (non-zero) improvement of a big M when using the improved big M term in Benders-like cuts.- Cuts FMBenders: Number of Benders cuts generated in the Fontaine and Minner (2018) model.- Time FMBenders: Time required to generate the Benders cuts in the Fontaine and Minner (2018) model.- Runtime path enum: Time required to enumerate all paths for the path-based model (not included in the time limit).- Average Num Path: Average number of paths generated for a single commodity/user. Multiply this value by the number of users to obtain the absolute number of paths generated.

Note on FCP

All the results found for the instances already had integer flow solutions. Additionally, we conducted experiments where we explicitly forced the solutions to be integer for the Benders-like cuts model. We observed that the runtimes remained the same, with only some natural insignificant hardware-induced fluctuations. Therefore, we omit reporting these results again.

For further information or questions, please refer to our paper "Network Interdiction Problems in Urban Transportation: Theoretical Insights and Computational Characteristics" or contact the authors.
DOI: 10.15468/dl.beeuww
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Primulina huaijiensis Z.L.Ning & Jing Wang)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111589-240626123714530/datasets/export for details.
DOI: 10.15468/dl.sksucb
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaphe quatuorlineata Lacepede, 1789",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 700 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111590-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qykhmd
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vatica mangachapoi Blanco)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 271 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111591-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajyuv4
title: Occurrence Download

description: A dataset containing 281398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((64.8184 23.70403,107.19775 23.70403,107.19775 41.4515,64.8184 41.4515,64.8184 23.70403))"
 ]
}

 The dataset includes 281398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111577-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy5t93
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Primulina tabacum Hance)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111592-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf8etx
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Telescopus fallax Fleischmann, 1831",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 540 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111593-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qy5tb
title: Occurrence Download

description: A dataset containing 204190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((51.71258 12.96072,114.87811 12.96072,114.87811 38.21611,51.71258 38.21611,51.71258 12.96072))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 204190 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111581-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbc2a2
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vatica odorata (Griff.) Symington)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 202 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111594-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb23nv
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prinsepia uniflora Batalin)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 210 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111595-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naj66t
title: Occurrence Download

description: A dataset containing 2044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus mehelyi Matschie, 1901",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2044 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111596-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4rhdk
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vatica rassak (Korth.) Blume)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 617 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111597-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wacjwg
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prosopis alba Griseb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 656 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111598-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgxafb
title: Occurrence Download

description: A dataset containing 8666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus euryale Blasius, 1853",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 8666 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111599-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79ybwf
title: Occurrence Download

description: A dataset containing 2827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vernicia fordii (Hemsl.) Airy Shaw)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2827 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111600-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kw932
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prosopis cineraria (L.) Druce)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 176 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111601-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pygxkn
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus blasii Peters, 1867",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 82 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111602-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rjumt
title: Occurrence Download

description: A dataset containing 2093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vernicia montana Lour.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2093 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111603-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxpexn
title: Occurrence Download

description: A dataset containing 5581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protea cynaroides (L.) L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5581 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111604-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ybkm7
title: Occurrence Download

description: A dataset containing 16131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis capaccinii (Bonaparte, 1837)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 16131 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111605-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tghjfw
title: Occurrence Download

description: A dataset containing 53611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vicia faba L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53611 records from 438 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111606-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9293963
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.5281/zenodo.13624841
title: vireo_pallens_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.13624842
title: vireo_pallens_spades_01.fasta.gz

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

description: A dataset containing 15831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus lasiopterus (Schreber, 1780)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 15831 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111609-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpd73m
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaenoptera musculus (Linnaeus, 1758)",
 "Country is Mexico",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006519-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jphzd4
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Veniliornis kirkii (Malherbe, 1845)"
 ]
}

 The dataset includes 254 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007858-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyz8kf
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dysoxylum alliaceum (Blume) Blume"
 ]
}

 The dataset includes 1117 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020445-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.