cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17044009
title: Dataset for: Job shop scheduling problem with a dual-gripper robot

description: Dataset Description: Job Shop Scheduling Problem with a Dual-Gripper Robot

This dataset contains test instances for evaluating the job shop scheduling problem with a dual-gripper robot, which are used in Section 6 "Experimental study" of our paper. Each configuration includes 5 different data sets, categorized into three scales:

1. Small-scale instances (small_scale):   - m3j3: Instances with 3 machines and 3 jobs   - m3j4: Instances with 3 machines and 4 jobs   - m3j5: Instances with 3 machines and 5 jobs   - m4j4: Instances with 4 machines and 4 jobs

2. Medium-scale instances (medium_scale):   - m4j4: Instances with 4 machines and 4 jobs   - m4j5: Instances with 4 machines and 5 jobs   - m4j6: Instances with 4 machines and 6 jobs

3. Large-scale instances (large_scale):   - m5j6: Instances with 5 machines and 6 jobs   - m5j7: Instances with 5 machines and 7 jobs   - m5j10: Instances with 5 machines and 10 jobs

Naming convention:- 'm' indicates the number of machines, 'j' indicates the number of jobs- For example, m3j4 represents problem instances with 3 machines and 4 jobs

Each instance file contains job processing times and their corresponding machines. These instances are used to evaluate the effectiveness and computational performance of the proposed algorithm.
DOI: 10.5281/zenodo.17050951
title: Dataset for: Job shop scheduling problem with a dual-gripper robot

description: Dataset Description: Job Shop Scheduling Problem with a Dual-Gripper Robot

This dataset contains test instances for evaluating the job shop scheduling problem with a dual-gripper robot, which are used in Section 6 "Experimental study" of our paper. Each configuration includes 5 different data sets, categorized into three scales:

1. Small-scale instances (small_scale):   - m3j3: Instances with 3 machines and 3 jobs   - m3j4: Instances with 3 machines and 4 jobs   - m3j5: Instances with 3 machines and 5 jobs   - m4j4: Instances with 4 machines and 4 jobs

2. Medium-scale instances (medium_scale):   - m4j4: Instances with 4 machines and 4 jobs   - m4j5: Instances with 4 machines and 5 jobs   - m4j6: Instances with 4 machines and 6 jobs

3. Large-scale instances (large_scale):   - m5j6: Instances with 5 machines and 6 jobs   - m5j7: Instances with 5 machines and 7 jobs   - m5j10: Instances with 5 machines and 10 jobs

Naming convention:- 'm' indicates the number of machines, 'j' indicates the number of jobs- For example, m3j4 represents problem instances with 3 machines and 4 jobs

Each instance file contains job processing times and their corresponding machines. These instances are used to evaluate the effectiveness and computational performance of the proposed algorithm.
DOI: 10.57760/sciencedb.space.02994
title: Integral form of the beam envelope equation for electron beam propagation in vacuum and its relation to the K-V equation
title: Integral form of the beam envelope equation for electron beam propagation in vacuum and its relation to the K-V equation

description: Integral form of the beam envelope equation for electron beam propagation in vacuum and its relation to the K-V equation里从图1到图6的数据，X轴的单位为km，代表beam沿着轴向的传输距离；Y轴的单位为m，代表beam的包络半径。
description: Integral form of the beam envelope equation for electron beam propagation in vacuum and its relation to the K-V equation里从图1到图6的数据，X轴的单位为km，代表beam沿着轴向的传输距离；Y轴的单位为m，代表beam的包络半径。
DOI: 10.15468/dl.knewms
title: Occurrence Download

description: A dataset containing 960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cucumis africanus"
 ]
}

 The dataset includes 960 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024657-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en4r49
title: Occurrence Download

description: A dataset containing 3014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianopsis detonsa"
 ]
}

 The dataset includes 3014 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024656-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14631320
title: Data associated with PNAS Yoshida et al 2025
DOI: 10.5281/zenodo.14631321
title: Data associated with PNAS Yoshida et al 2025
DOI: 10.15468/dl.y8c6f3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paracyclops finitimus, Planaria, Scirtes, Naboandelus africanus, Ephydra, Halobates, Dicranomyia capicola, Dicranomyia, Dicranomyia tipulipes, Hydra oligactis, Hydrachna, Radix natalensis, Stratiomys, Tipula pomposa, Tricholeiochiton, Pseudovelia, Anopheles turkhudi, Trithemis kirbyi ardens, Africallagma elongatum, Paragordius, Potamocloeon, Cherax cainii, Coelometopon glenavoni, Neptosternus, Neptosternus alluaudi, Neptosternus meridianus, Neptosternus ornatus, Neptosternus pumicatus, Neptosternus resartus, Neptosternus simulator, Omaloplia, Phallocryptus, Biomphalaria glabrata, Gyraulus chinensis, Pomacea diffusa, Radix rubiginosa, Stempellinella, Acisoma panorpoides ascalaphoides, Attheyella, , Afrogyrus coretus, Microgomphus mozambicensis, Pirata, Rhyssemus, Tetragnatha, Parhydraena asperita, Agraphydrus albescens, Anacaena glabriventris, Sternolophus mundus, Aethionectes apicalis, Coelostoma, Agabus austellus, Mesoceration barriotum, Mesoceration integrum, Cantopelopia meilloni, Mesocyclops tenuisaccus, Alona bukobensis, Corophium triaenonyx, Amphiops lasioides, Aspidytes niobe, Berosus punctulatus, Bryophaenocladius brincki, Candonocypris, Chiltonia capensis, Chrysogaster, Cladopelma, Crenitis zimmermanni, Culex tigripes, Dicrotendipes sudanicus, Leydigia propinqua, Ochterus, Parakiefferiella ephippium, Parametriocnemus capensis, Paratrichocladius micans, Thiara amarula, Lymnaea truncatula, Hydracarina, Anisops sardeus, Sigara pectoralis, Hydrachna fissigera, Mamersa testudinata, Micronecta citharistia, Moina brachiata, Chrissia, Cochlicella, Hydryphantes parmulatus, Hydryphantes, Mesocyclops major, Limnogonus capensis, Enochrus picinus, Macrocheles)",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024659-250827131500795/datasets/export for details.
DOI: 10.15468/dl.t5qdwz
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chrysichthys johnelsi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024660-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csskej
title: Occurrence Download

description: A dataset containing 1702396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes"
 ]
}

 The dataset includes 1702396 records from 3983 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024547-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nfs83
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenomys Merriam, 1892"
 ]
}

 The dataset includes 92 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236349-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfnbhh
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Camptorhynchus labradorius (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 42 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014073-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6gsqj
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ecuador",
 "TaxonKey is Lycalopex culpaeus (Molina, 1782)"
 ]
}

 The dataset includes 65 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136366-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e29d67
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygala venulosa Sm.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136738-240321170329656/datasets/export for details.
DOI: 10.15468/dl.fpyuwf
title: Occurrence Download

description: A dataset containing 859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coenobita perlatus H.Milne-Edwards, 1837"
 ]
}

 The dataset includes 859 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026134-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nd64wv
title: Occurrence Download

description: A dataset containing 28203 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Lepomis macrochirus Rafinesque, 1819"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28203 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014073-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chaefc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acalypha nana (Müll.Arg.) Griseb. ex Hutch."
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136737-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.isseu3
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cystoseira compressa (Esper) Gerloff & Nizamuddin, 1975"
 ]
}

 The dataset's 5 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006985-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2u2w9
title: Occurrence Download

description: A dataset containing 4301 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 Cynanthus forficatus (Ridgway, 1885)"
 ]
}

 The dataset includes 4301 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005224-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2sg63
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Kinosternon alamosae Berry & Legler, 1980"
 ]
}

 The dataset includes 49 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114551-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcl7qw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is CABI Bioscience Genetic Resource Collection"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014073-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrzq9f
title: Occurrence Download

description: A dataset containing 78411 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is Dutch Vegetation Database",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Waarnemingen.be - Non-native plant occurrences in Flanders and the Brussels Capital Region, Belgium",
 "DatasetKey is Florabank1 - A grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region)",
 "DatasetKey is Occurrence Data of Vascular Plants collected or compiled for the Flora of Bavaria",
 "DatasetKey is Données acquises par le Conservatoire botanique national du Bassin parisien et son réseau (bénévoles, associations, autres structures professionnelles) - Flore du Bassin parisien (CBNBP)",
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "DatasetKey is Observation.org, Nature data from around the World",
 "DatasetKey is Flora von Deutschland (Phanerogamen)"
 ]
 },
 "Geometry POLYGON((-180 -56,180 -56,180 73,-180 73,-180 -56))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus rubra L."
 ]
}

 The dataset includes 78411 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129536-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ih0k8m
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is CABI Bioscience Genetic Resource Collection"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014074-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjjqwv
title: Occurrence Download

description: A dataset containing 113595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "PublishingOrg is c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f",
 "TaxonKey is Tracheophyta",
 "Year 2018-2018"
 ]
}

 The dataset includes 113595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096814-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auwlwg
title: Occurrence Download

description: A dataset containing 9295 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Lepomis microlophus (Günther, 1859)",
 "TaxonKey is Leptacinus pusillus (Stephens, 1833)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9295 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014075-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64umc6
title: Occurrence Download

description: A dataset containing 59928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Year 2010-2020"
 ]
}

 The dataset includes 59928 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114567-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w2gm7
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenophyllum obtusum Hook. & Arn."
 ]
}

 The dataset includes 334 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025607-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.boyepp
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "TaxonKey is Mus Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 152 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014075-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydkxuk
title: Occurrence Download

description: A dataset containing 162682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rattus norvegicus (Berkenhout, 1769)"
 ]
}

 The dataset includes 162682 records from 1091 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025635-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8deway
title: Occurrence Download

description: A dataset containing 2763 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orobanche crenata Forssk."
 ]
}

 The dataset includes 2763 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346245-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r093nb
title: Occurrence Download

description: A dataset containing 25369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Belgium",
 "HasCoordinate is true",
 "TaxonKey is Fraxinus excelsior L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25369 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014075-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k363vp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenophyllum perparvulum Alderw."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025665-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m4fp6
title: Occurrence Download

description: A dataset containing 1248 species occurrences available in GBIF matching the query:
{
 "SpeciesKey" : [
 "is Mutinus ravenelii (Berk.) E.Fisch."
 ]
}

 The dataset includes 1248 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147244-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bscur3
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "StateProvince is durango state",
 "StateProvince is durango"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Sylvilagus floridanus holzneri (Mearns, 1896)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008465-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43ra3u
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Antilope Pallas, 1766"
 ]
}

 The dataset includes 403 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282125-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrgaxh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaphoglossum mourae Brade"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160859-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as3k4h
title: Occurrence Download

description: A dataset containing 1141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tsuga chinensis (Franch.) E.Pritz.",
 "Geometry POLYGON((72 11,72 44,128 44,128 11,72 11))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1141 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008466-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.