cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30869933
title: RoadScene-Complex dataset

description: 1) Collection background: Covering various types of roads in Kunming, Yuxi and Dali Bai Autonomous Prefecture in Yunnan Province from December 2023 to September 2024, including highways (Kunshi Expressway, Dali Expressway), urban trunk roads (Kunming Beijing Road, Yuxi Hongta Avenue), and rural roads (roads around Dali Xizhou Ancient Town), covering 4 types of weather: sunny, rainy, foggy, and night, and 3 time periods of morning peak, evening peak, and flat peak. 2) Acquisition equipment: two types of hardware are used to ensure data diversity: 1) a vehicle dash cam (360 intelligent cloud mirrors S800, resolution 1920×1080, frame rate 30 fps), which is installed on the front windshield of the car; and 2) a handheld high-definition camera (SONY Alpha 7RII., resolution 3840×2160, frame rate 24 fps), with shooting angles covering head-up and overhead views. 3) Data annotation: Using the LabelImg 1.8.6 tool, the annotation rules follow the PASCAL VOC format, and the annotation targets include 6 types of road core elements: car, person, truck, bicycle, bus, and motorcycle. 4) Data statistics: A total of 7676 images (JPG lossless compression format) are marked, and the total number of labeling boxes is 62943. According to the target pixel size, small targets (&lt;32×32) account for 35%, medium targets (32×32~96×96) account for 48%, and large targets (&gt;96×96) account for 17%. The subsets are divided according to the complexity of the scene: the high-occlusion subset (occlusion rate &gt;50%) accounts for 50%, the high-density subset (target spacing &lt; 20 pixels) accounts for 40% (3070 photos), and the conventional subset accounts for 10% (768 photos). 5) Randomly divide the dataset into a training set, a validation set, and a test set at a ratio of 8:1:1 and ensure that the target size distribution and scene type proportion of each subset are consistent with those of the original dataset to avoid data skewness.
DOI: 10.6084/m9.figshare.30869933.v1
title: RoadScene-Complex dataset

description: 1) Collection background: Covering various types of roads in Kunming, Yuxi and Dali Bai Autonomous Prefecture in Yunnan Province from December 2023 to September 2024, including highways (Kunshi Expressway, Dali Expressway), urban trunk roads (Kunming Beijing Road, Yuxi Hongta Avenue), and rural roads (roads around Dali Xizhou Ancient Town), covering 4 types of weather: sunny, rainy, foggy, and night, and 3 time periods of morning peak, evening peak, and flat peak. 2) Acquisition equipment: two types of hardware are used to ensure data diversity: 1) a vehicle dash cam (360 intelligent cloud mirrors S800, resolution 1920×1080, frame rate 30 fps), which is installed on the front windshield of the car; and 2) a handheld high-definition camera (SONY Alpha 7RII., resolution 3840×2160, frame rate 24 fps), with shooting angles covering head-up and overhead views. 3) Data annotation: Using the LabelImg 1.8.6 tool, the annotation rules follow the PASCAL VOC format, and the annotation targets include 6 types of road core elements: car, person, truck, bicycle, bus, and motorcycle. 4) Data statistics: A total of 7676 images (JPG lossless compression format) are marked, and the total number of labeling boxes is 62943. According to the target pixel size, small targets (&lt;32×32) account for 35%, medium targets (32×32~96×96) account for 48%, and large targets (&gt;96×96) account for 17%. The subsets are divided according to the complexity of the scene: the high-occlusion subset (occlusion rate &gt;50%) accounts for 50%, the high-density subset (target spacing &lt; 20 pixels) accounts for 40% (3070 photos), and the conventional subset accounts for 10% (768 photos). 5) Randomly divide the dataset into a training set, a validation set, and a test set at a ratio of 8:1:1 and ensure that the target size distribution and scene type proportion of each subset are consistent with those of the original dataset to avoid data skewness.
DOI: 10.15468/dl.b4cbnk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Martes foina"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051799-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8wpzu
title: Occurrence Download

description: A dataset containing 35386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 35386 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbw2gh
title: Occurrence Download

description: A dataset containing 12011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Doronicum austriacum Jacq.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12011 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002841-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.132anc
title: Occurrence Download

description: A dataset containing 152096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Year 1998-2018",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 152096 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041752-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive116288.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116289.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116290.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116291.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116292.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116293.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116294.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116295.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116296.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116297.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116298.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116299.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116300.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116301.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116302.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116303.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116304.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116305.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116306.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116307.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116308.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116309.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116310.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116311.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116312.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116313.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116314.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116315.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116316.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116317.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116318.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116319.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116320.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116321.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116322.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116323.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116324.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive116325.20230509.8.1
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.kdajt6
title: Occurrence Download

description: A dataset containing 21022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Callipepla squamata (Vigors, 1830)"
 ]
}

 The dataset includes 21022 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110874-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb5atp
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixobrychus flavicollis (Latham, 1790)",
 "Year 1972-2022"
 ]
}

 The dataset includes 265 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287316-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ep9mkj
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.19385568172167 -31.799363364010937,-63.19385568172167 -31.799363364010937,-63.19385568172167 -27.799363364010937,-67.19385568172167 -27.799363364010937,-67.19385568172167 -31.799363364010937))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chenopodium hircinum Schrad."
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110873-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv9fjd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burmannia engganensis Jonker"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110876-230224095556074/datasets/export for details.
DOI: 10.15468/dl.pepn3r
title: Occurrence Download

description: A dataset containing 2842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((72 25,105 25,105 40,72 40,72 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco subbuteo Linnaeus, 1758"
 ]
}

 The dataset includes 2842 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0423883-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yw2u3w
title: Occurrence Download

description: A dataset containing 8721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Balaena mysticetus Linnaeus, 1758"
 ]
}

 The dataset includes 8721 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110883-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq8g6a
title: Occurrence Download

description: A dataset containing 233042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Briza media L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 233042 records from 555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233852-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwwr26
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphinx sequoiae Boisduval, 1868",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0385610-210914110416597/datasets/export for details.
DOI: 10.15468/dl.z6wshp
title: Occurrence Download

description: A dataset containing 1175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Centropristis philadelphica (Linnaeus, 1758)"
 ]
}

 The dataset includes 1175 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110893-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3cg5q
title: Occurrence Download

description: A dataset containing 11456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus commutatus Schrad., Bromus commutatus Schrad.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 11456 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233868-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy2mry
title: Occurrence Download

description: A dataset containing 3507 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixos mcclellandii (Horsfield, 1840)",
 "Year 1972-2022"
 ]
}

 The dataset includes 3507 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287331-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.