cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25582/data.2024-02.3033656/2548522
title: Data for EMSL Project 60579 from February 2024
DOI: 10.25582/data.2024-02.3033657/2548523
title: Data for EMSL Project 60579 from February 2024
DOI: 10.25582/data.2024-02.3033658/2548524
title: Data for EMSL Project 60579 from February 2024
DOI: 10.25582/data.2024-02.3033659/2548525
title: Data for EMSL Project 60579 from February 2024
DOI: 10.25582/data.2024-02.3033660/2548526
title: Data for EMSL Project 60579 from February 2024
DOI: 10.25582/data.2024-02.3033661/2548527
title: Data for EMSL Project 60579 from February 2024
DOI: 10.25582/data.2024-02.3033662/2548528
title: Data for EMSL Project 60579 from February 2024
DOI: 10.15468/dl.scckbd
title: Occurrence Download

description: A dataset containing 469010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-3039.0",
 "Geometry POLYGON((-20.85525 25.17331,69.79316 25.17331,69.79316 79.31736,-20.85525 79.31736,-20.85525 25.17331))",
 "OccurrenceStatus is Present",
 "TaxonKey is Primula L.",
 "Year 1960-2025"
 ]
}

 The dataset includes 469010 records from 1176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002686-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xguv5n
title: Occurrence Download

description: A dataset containing 10212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvinia minima Baker)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10212 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062061-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk78p9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new small chiton (Mollusca: Polyplacophora) from Guadelupe"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002693-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcyytx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysosplenium qinlingense Z.P.Jien & J.T.Pan"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002694-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/80c664cb-a4b5-4eb1-bc1c-666349b1b927
title: Supplementary data for the paper "Generating Realistic Traffic Scenarios: A Deep Learning Approach Using Generative Adversarial Networks (GANs)"

description: Traffic simulations are crucial for testing systems and human behaviour in transportation research. This study investigates the potential efficacy of Unsupervised Recycle Generative Adversarial Networks (Recycle–GANs) in generating realistic traffic videos by transforming daytime scenes into nighttime environments and vice-versa. By leveraging Unsupervised Recycle-GANs, we bridge the gap between data availability during day and night traffic scenarios, enhancing the robustness and applicability of deep learning algorithms for real-world applications. GPT-4V was provided with two sets of six different frames from each day and night time from the generated videos and queried whether the scenes were artificially created based on lightning, shadow behaviour, perspective, scale, texture, detail and presence of edge artefacts. The analysis of GPT-4V output did not reveal evidence of artificial manipulation, which supports the credibility and authenticity of the generated scenes. Furthermore, the generated transition videos were evaluated by 15 participants who rated their realism on a scale of 1 to 10, achieving a mean score of 7.21. Two persons identified the videos as deep-fake generated without pointing out what was fake in the video; they did mention that the traffic was generated.
DOI: 10.4121/80c664cb-a4b5-4eb1-bc1c-666349b1b927.v1
title: Supplementary data for the paper "Generating Realistic Traffic Scenarios: A Deep Learning Approach Using Generative Adversarial Networks (GANs)"

description: Traffic simulations are crucial for testing systems and human behaviour in transportation research. This study investigates the potential efficacy of Unsupervised Recycle Generative Adversarial Networks (Recycle–GANs) in generating realistic traffic videos by transforming daytime scenes into nighttime environments and vice-versa. By leveraging Unsupervised Recycle-GANs, we bridge the gap between data availability during day and night traffic scenarios, enhancing the robustness and applicability of deep learning algorithms for real-world applications. GPT-4V was provided with two sets of six different frames from each day and night time from the generated videos and queried whether the scenes were artificially created based on lightning, shadow behaviour, perspective, scale, texture, detail and presence of edge artefacts. The analysis of GPT-4V output did not reveal evidence of artificial manipulation, which supports the credibility and authenticity of the generated scenes. Furthermore, the generated transition videos were evaluated by 15 participants who rated their realism on a scale of 1 to 10, achieving a mean score of 7.21. Two persons identified the videos as deep-fake generated without pointing out what was fake in the video; they did mention that the traffic was generated.
DOI: 10.15468/dl.rvu8q4
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysosplenium ramosissimum Y.I.Kim & Y.D.Kim"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002696-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzkwap
title: Occurrence Download

description: A dataset containing 1280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lactarius indigo (Schwein.) Fr."
 ]
}

 The dataset includes 1280 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002699-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53ue67
title: Occurrence Download

description: A dataset containing 1346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysosplenium ramosum Maxim."
 ]
}

 The dataset includes 1346 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002698-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4u5r5
title: Occurrence Download

description: A dataset containing 4074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sorghum bicolor (L.) Moench",
 "Year 2020-2025"
 ]
}

 The dataset includes 4074 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002700-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwvt53
title: Occurrence Download

description: A dataset containing 95790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-3130.0",
 "Geometry POLYGON((-27.22514 30.31822,71.50813 30.31822,71.50813 78.58238,-27.22514 78.58238,-27.22514 30.31822))",
 "OccurrenceStatus is Present",
 "TaxonKey is Danthonia DC.",
 "Year 1960-2025"
 ]
}

 The dataset includes 95790 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002697-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqcmma
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomatium braunsii L.Bolus"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145398-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp56qt
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchestoidea tuberculata Nicolet, 1849"
 ]
}

 The dataset includes 824 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127034-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dmh92
title: Occurrence Download

description: A dataset containing 3272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Ononis arvensis L."
 ]
}

 The dataset includes 3272 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036125-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dprrvx
title: Occurrence Download

description: A dataset containing 2078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-122.4251435999999984 37.7980694999999969, -122.4251435999999984 37.7990270600000002, -122.4251435999999984 37.8006685900000008, -122.4251435999999984 37.8016945399999997, -122.4251435999999984 37.8025153099999969, -122.4251435999999984 37.8035412600000029, -122.4251435999999984 37.8049091999999973, -122.4230946499999959 37.8049091999999973, -122.4222068199999995 37.8049091999999973, -122.4207043300000066 37.8049091999999973, -122.4195433200000025 37.8049091999999973, -122.4183140100000031 37.8049091999999973, -122.4171529000000049 37.8049091999999973, -122.4171529000000049 37.8031308799999977, -122.4171529000000049 37.8018997300000024, -122.4171529000000049 37.8005317900000009, -122.4171529000000049 37.7995058400000019, -122.4171529000000049 37.7980694999999969, -122.4184505999999999 37.7980694999999969, -122.4199530900000070 37.7980694999999969, -122.4214555799999999 37.7980694999999969, -122.4235727199999957 37.7980694999999969, -122.4251435999999984 37.7980694999999969))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 2078 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080714-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eagkdr
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus brutia Ten.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364,\n 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862,\n 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982,\n 25.280527 74.385866))"
 ]
}

 The dataset includes 509 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035685-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n24q4
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calliotropis micraulax Vilvens, 2004"
 ]
}

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080746-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3a7aq
title: Occurrence Download

description: A dataset containing 2793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is one of (Persea americana Mill., Copturus aguacatae Kissinger, 1957)"
 ]
}

 The dataset includes 2793 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071439-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enhwdh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycloleberis lobiancoi (Müller, 1894)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116567-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.938xxz
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaea sericogazea (Masahito, Kuroda & Habe, 1971)"
 ]
}

 The dataset includes 25 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053551-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34mkd9
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oradarea bidentata K.H.Barnard, 1932"
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126998-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jatdp6
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrosavia sinii (K.Krause) Gagnep."
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071447-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r253mg
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-96.8089166000000034 32.8513222999999996, -96.8089166000000034 32.8526220899999970, -96.8089166000000034 32.8547574500000010, -96.8089166000000034 32.8565214500000025, -96.8089166000000034 32.8575427099999970, -96.8089166000000034 32.8593067099999985, -96.8089166000000034 32.8606065000000029, -96.8069683300000037 32.8606065000000029, -96.8054839800000053 32.8606065000000029, -96.8039996400000007 32.8606065000000029, -96.8017731300000008 32.8606065000000029, -96.7990827499999966 32.8606065000000029, -96.7973200899999995 32.8606065000000029, -96.7956502100000051 32.8606065000000029, -96.7931453799999986 32.8606065000000029, -96.7911044100000026 32.8606065000000029, -96.7897128299999991 32.8606065000000029, -96.7873935500000044 32.8606065000000029, -96.7862802899999934 32.8606065000000029, -96.7847031700000002 32.8606065000000029, -96.7821983399999937 32.8606065000000029, -96.7801572999999991 32.8606065000000029, -96.7801572999999991 32.8583782899999974, -96.7801572999999991 32.8567071399999975, -96.7801572999999991 32.8554073500000001, -96.7801572999999991 32.8542004000000034, -96.7801572999999991 32.8526220899999970, -96.7801572999999991 32.8513222999999996, -96.7815489399999933 32.8513222999999996, -96.7834971399999944 32.8513222999999996, -96.7851670299999967 32.8513222999999996, -96.7878573999999929 32.8513222999999996, -96.7901766899999956 32.8513222999999996, -96.7921248899999966 32.8513222999999996, -96.7937020100000041 32.8513222999999996, -96.7953718899999984 32.8513222999999996, -96.7976911800000011 32.8513222999999996, -96.8001960099999934 32.8513222999999996, -96.8024225300000012 32.8513222999999996, -96.8042779599999932 32.8513222999999996, -96.8060406099999966 32.8513222999999996, -96.8071538699999934 32.8513222999999996, -96.8089166000000034 32.8513222999999996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 287 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080697-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2awqp7
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thaumatophyllum adamantinum (Mart. ex Schott) Sakur., Calazans & Mayo"
 ]
}

 The dataset includes 160 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073434-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyr54y
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "Geometry POLYGON((-25.85281 6.51530,143.85281 6.51530,143.85281 74.48470,-25.85281 74.48470,-25.85281 6.51530))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sophora alopecuroides L."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102168-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy3pyv
title: Occurrence Download

description: A dataset containing 2876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Vimba vimba (Linnaeus, 1758)"
 ]
}

 The dataset includes 2876 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036108-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzunzf
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tindaria kennerlyi (Dall, 1897)"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109562-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk9ug3
title: Occurrence Download

description: A dataset containing 3130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antennaria microphylla Rydb."
 ]
}

 The dataset includes 3130 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036107-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34z89x
title: Occurrence Download

description: A dataset containing 1774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platanus orientalis L.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364,\n 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862,\n 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982,\n 25.280527 74.385866))"
 ]
}

 The dataset includes 1774 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035698-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk2yvy
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.9284360999999990 42.9738698000000028, -87.9284360999999990 42.9763458999999983, -87.9284360999999990 42.9780791700000009, -87.9284360999999990 42.9801838599999968, -87.9284360999999990 42.9821647400000018, -87.9284360999999990 42.9834027899999995, -87.9284360999999990 42.9862503000000018, -87.9258388199999956 42.9862503000000018, -87.9223759599999966 42.9862503000000018, -87.9191604399999989 42.9862503000000018, -87.9163159400000040 42.9862503000000018, -87.9140898200000009 42.9862503000000018, -87.9121110399999992 42.9862503000000018, -87.9093902200000059 42.9862503000000018, -87.9071640899999949 42.9862503000000018, -87.9055562000000066 42.9862503000000018, -87.9055562000000066 42.9837741999999992, -87.9055562000000066 42.9808028799999988, -87.9055562000000066 42.9789458099999990, -87.9055562000000066 42.9763458999999983, -87.9055562000000066 42.9738698000000028, -87.9079061300000006 42.9738698000000028, -87.9098849100000024 42.9738698000000028, -87.9119873599999977 42.9738698000000028, -87.9138424700000058 42.9738698000000028, -87.9164396200000056 42.9738698000000028, -87.9189130900000038 42.9738698000000028, -87.9224996300000043 42.9738698000000028, -87.9252204499999976 42.9738698000000028, -87.9284360999999990 42.9738698000000028))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 466 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088739-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dw9ya7
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tivela byronensis (Gray, 1838)"
 ]
}

 The dataset includes 371 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109564-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.