cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4hxc4n
title: Occurrence Download

description: A dataset containing 1926 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis minima Kunth"
 ]
}

 The dataset includes 1926 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190030-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t99apv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Chromis klunzingeri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190012-230224095556074/datasets/export for details.
DOI: 10.15468/dl.ujipgu
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruprechtia costata Meisn."
 ]
}

 The dataset includes 93 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000081-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bje8pj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Lithodes aequispinus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190031-230224095556074/datasets/export for details.
DOI: 10.15468/dl.ppkx8s
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Whyanbeelia Airy Shaw & B.Hyland"
 ]
}

 The dataset includes 159 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122769-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0f8s7o
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colecciones Zoológicas de la Universidad de León, Colección de Gasterópodos"
 ]
}

 The dataset includes 174 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000081-150304104939900/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cwjm7
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neoschmidia T.G.Hartley"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122780-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vynwa
title: Occurrence Download

description: A dataset containing 1635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 10000.0-1000000.0",
 "Geometry POLYGON((-125.14969 25.74882,-62.93428 25.74882,-62.93428 51.36692,-125.14969 51.36692,-125.14969 25.74882))",
 "TaxonKey is Sylvilagus audubonii (Baird, 1858)"
 ]
}

 The dataset includes 1635 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004624-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4e0fet
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Squatina squatina (Linnaeus, 1758)"
 ]
}

 The dataset includes 326 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000081-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjuc4u
title: Occurrence Download

description: A dataset containing 30811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ara ararauna (Linnaeus, 1758)"
 ]
}

 The dataset includes 30811 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122782-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwwnci
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neogobius melanostomus (Pallas, 1814)",
 "Country is Sweden"
 ]
}

 The dataset includes 576 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000081-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gep5eg
title: Occurrence Download

description: A dataset containing 2805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonneratia alba Sm."
 ]
}

 The dataset includes 2805 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004632-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdrx98
title: Occurrence Download

description: A dataset containing 17454575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada, Mexico)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 17454575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083661-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bulzs3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.05537 -17.52836,-89.05537 -5.47164,-58.94463 -5.47164,-58.94463 -17.52836,-89.05537 -17.52836))",
 "HasCoordinate is true",
 "TaxonKey is Telmatobius rimac Schmidt, 1954",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015879-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbnrdu
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalaria galpiniana Szabó"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083690-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9am68
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.86166 43.87053,-79.86166 43.50959,-79.15374 43.51617,-79.12046 43.88798,-79.64989 43.91632,-79.86166 43.87053))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Papilio troilus Linnaeus, 1758"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023175-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e96e9m
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lamprophis aurora (Linnaeus, 1758)"
 ]
}

 The dataset includes 273 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083692-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjmh3z
title: Occurrence Download

description: A dataset containing 101993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 101993 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015880-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.285hm2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trichlora Baker"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023171-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mndtg
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heptaptera angustifolia (Bertol.) Tutin"
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018307-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smby9n
title: Occurrence Download

description: A dataset containing 365436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza sativa L."
 ]
}

 The dataset includes 365436 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015881-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgvjm5
title: Occurrence Download

description: A dataset containing 152994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-11-19",
 "EventDate is less than or equal to 2023-12-19",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 152994 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028457-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lw383n
title: Occurrence Download

description: A dataset containing 2004042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columba livia J.F.Gmelin, 1789"
 ]
}

 The dataset includes 2004042 records from 526 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015882-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99cpqd
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Calamaria lumbricoidea Boie, 1827"
 ]
}

 The dataset includes 121 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083709-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tktvtp
title: Occurrence Download

description: A dataset containing 11152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 11152 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025784-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lqg71u
title: Occurrence Download

description: A dataset containing 1300933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "Country is Peru"
 ]
}

 The dataset includes 1300933 records from 548 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015884-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jhpmt
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Retrotapes exalbidus, Eurhomalea araucana, Eurhomalea exalbida, Samarangia exalbida, Venus aerea, Venus araucana, Venus exalbida, Venus exalbida, Venus subalbicans)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059587-251120083545085/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/14217273
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.bsp7kj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Retrotapes lenticularis, Eurhomalea lenticularis, Venus buchanani, Venus lenticularis)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059588-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17971912
title: Associated data with scAPEX-seq

description: Associated cellranger-processed data for scAPEX-seq manuscript, including two CAR-T datasets, and a macrophage dataset which includes comparison to scRNA-seq data. Full raw sequencing data will be uploaded to GEO and publically available shortly.
DOI: 10.5281/zenodo.17971913
title: Associated data with scAPEX-seq

description: Associated cellranger-processed data for scAPEX-seq manuscript, including two CAR-T datasets, and a macrophage dataset which includes comparison to scRNA-seq data. Full raw sequencing data will be uploaded to GEO and publically available shortly.
DOI: 10.15468/dl.5krywp
title: Occurrence Download

description: A dataset containing 2911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ruditapes decussatus, Cuneus reticulatus, Tapes decussata, Tapes decussatus albida, Tapes decussatus intermedia, Tapes decussatus major, Tapes decussatus quadrangula, Tapes decussatus radiata, Tapes decussatus texta, Tapes decussatus varians, Tapes extensus, Venerupis decussatus, Venus decussata, Venus deflorata, Venus desuccata, Venus florida, Venus fusca, Venus obscura, Venus truncata, Venus variegata, Venus vesta)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 2911 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059591-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29663062
title: Overnight technician routing and scheduling problem with time windows and balanced workloads: a bi-objective zebra optimization algorithm

description: In this paper, we develop a mathematical model of a technician routeing and scheduling problem with time windows (TRSPTW) and overnight shifts, which we title the ‘overnight TRSPTW’. This problem is motivated by a real application in the telecommunications industry in Saskatchewan, Canada. A mixed-integer nonlinear programming (MINLP) model is employed to achieve two key objectives: (1) minimising the total costs associated with technicians and subcontractors, including travel costs, accommodation costs and penalty costs caused by late starts and (2) minimising imbalanced workloads. Furthermore, the present work aims to determine the daily assignment of technicians to communities, depots and routes; find a high-quality schedule for technicians’ start times in communities and lunch breaks and determine the daily assignment of tasks to the subcontractor. The bi-objective MINLP model used to solve the overnight TRSPTW is a typical NP-hard problem in combinatorial optimisation. As such, we introduce a new hybrid category of TRSPTW that combines centroid-based clustering, which is an unsupervised machine learning (ML) approach, with a bi-objective zebra optimisation algorithm (BOZOA). The resultant algorithm blends the advantages of the ZOA and ML to strike a balance between the exploration and exploitation of the solution region. Finally, we compare our results with those obtained using an exact solver for small-, medium-, and large-sized instances. The performance evaluation and validation results revealed that the proposed ML-based BOZOA provides very good performance in solving TRSPTWs at a variety of scales with respect to the optimality criteria, including, number of taken iterations, infeasibility, optimality error and complementarity compared with both an exact solver and two inspired algorithms from ZOA. <b>Highlights</b>An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPsCentroid-based clustering on the population of zebras to avoid bias towards a specific search spaceMaking a trade-off between exploration and exploitation of the feasible region in the developed algorithmA new MINLP model of a weighted bi-objective TRSP with limited capacity depotsWorkload function, penalty function for lateness, subcontracts, time windows for tasks and breaksExperiments using real data to show the performance of the model and solution method An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPs Centroid-based clustering on the population of zebras to avoid bias towards a specific search space Making a trade-off between exploration and exploitation of the feasible region in the developed algorithm A new MINLP model of a weighted bi-objective TRSP with limited capacity depots Workload function, penalty function for lateness, subcontracts, time windows for tasks and breaks Experiments using real data to show the performance of the model and solution method
DOI: 10.6084/m9.figshare.29663062.v1
title: Overnight technician routing and scheduling problem with time windows and balanced workloads: a bi-objective zebra optimization algorithm

description: In this paper, we develop a mathematical model of a technician routeing and scheduling problem with time windows (TRSPTW) and overnight shifts, which we title the ‘overnight TRSPTW’. This problem is motivated by a real application in the telecommunications industry in Saskatchewan, Canada. A mixed-integer nonlinear programming (MINLP) model is employed to achieve two key objectives: (1) minimising the total costs associated with technicians and subcontractors, including travel costs, accommodation costs and penalty costs caused by late starts and (2) minimising imbalanced workloads. Furthermore, the present work aims to determine the daily assignment of technicians to communities, depots and routes; find a high-quality schedule for technicians’ start times in communities and lunch breaks and determine the daily assignment of tasks to the subcontractor. The bi-objective MINLP model used to solve the overnight TRSPTW is a typical NP-hard problem in combinatorial optimisation. As such, we introduce a new hybrid category of TRSPTW that combines centroid-based clustering, which is an unsupervised machine learning (ML) approach, with a bi-objective zebra optimisation algorithm (BOZOA). The resultant algorithm blends the advantages of the ZOA and ML to strike a balance between the exploration and exploitation of the solution region. Finally, we compare our results with those obtained using an exact solver for small-, medium-, and large-sized instances. The performance evaluation and validation results revealed that the proposed ML-based BOZOA provides very good performance in solving TRSPTWs at a variety of scales with respect to the optimality criteria, including, number of taken iterations, infeasibility, optimality error and complementarity compared with both an exact solver and two inspired algorithms from ZOA. <b>Highlights</b>An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPsCentroid-based clustering on the population of zebras to avoid bias towards a specific search spaceMaking a trade-off between exploration and exploitation of the feasible region in the developed algorithmA new MINLP model of a weighted bi-objective TRSP with limited capacity depotsWorkload function, penalty function for lateness, subcontracts, time windows for tasks and breaksExperiments using real data to show the performance of the model and solution method An ML-based bi-objective zebra optimisation algorithm to treat large-scale TRSPs Centroid-based clustering on the population of zebras to avoid bias towards a specific search space Making a trade-off between exploration and exploitation of the feasible region in the developed algorithm A new MINLP model of a weighted bi-objective TRSP with limited capacity depots Workload function, penalty function for lateness, subcontracts, time windows for tasks and breaks Experiments using real data to show the performance of the model and solution method