cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fq94y2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lymantria obfuscata",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122568-210914110416597/datasets/export for details.
DOI: 10.15468/dl.5geqaq
title: Occurrence Download

description: A dataset containing 32670911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-140.44669 -66.65706,-23.47262 -66.65706,-23.47262 15.30259,-140.44669 15.30259,-140.44669 -66.65706))",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32670911 records from 459 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001513-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c9qff
title: Occurrence Download

description: A dataset containing 380393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 380393 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060452-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3vmdg
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus cadens J.D.Briggs & Crisp",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 96 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043693-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucezsf
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bothriechis aurifer (Salvin, 1860)"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130632-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjnuu2
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Eragrostis suaveolens A.K.Becker ex Claus",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002505-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfsuby
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Ranunculus aduncus Gren. & Godr.",
 "TaxonKey is Ranunculus venetus Huter ex Landolt"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000758-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8uef8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Erannis defoliaria",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122477-210914110416597/datasets/export for details.
DOI: 10.15468/dl.t9gw7w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Elytroderma deformans",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122474-210914110416597/datasets/export for details.
DOI: 10.15468/dl.nhn8yv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Gymnosporangium clavariiforme",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122510-210914110416597/datasets/export for details.
DOI: 10.15468/dl.yen4rn
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-162.83987 -4.24874,-39.16013 -4.24874,-39.16013 45.24874,-162.83987 45.24874,-162.83987 -4.24874))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Spirula spirula (Linnaeus, 1758)",
 "TaxonKey is Conus capitaneus Linnaeus, 1758",
 "TaxonKey is Octopus conispadiceus (Sasaki, 1917)",
 "TaxonKey is Octopus bimaculatus A.E.Verrill, 1883"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 555 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001201-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss7lqg
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-48.85465 20.75473,87.02425 20.75473,87.02425 75.07114,-48.85465 75.07114,-48.85465 20.75473))",
 "HasCoordinate is true",
 "TaxonKey is Melangyna triangulifera (Zetterstedt, 1843)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 597 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000759-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmtmpk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Helicobasidium mompa",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122514-210914110416597/datasets/export for details.
DOI: 10.15468/dl.xrkxyg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Enchenopa binotata",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122476-210914110416597/datasets/export for details.
DOI: 10.15468/dl.7f8apw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Erysiphe trifolii",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122481-210914110416597/datasets/export for details.
DOI: 10.15468/dl.wymzq1
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astronium urundeuva (Allemão) Engl."
 ]
}

 The dataset includes 299 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009521-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtetre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ganoderma lucidum",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122496-210914110416597/datasets/export for details.
DOI: 10.15468/dl.m3mtap
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Heterobasidion araucariae",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122521-210914110416597/datasets/export for details.
DOI: 10.34740/kaggle/dsv/8615523
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.r8isva
title: Occurrence Download

description: A dataset containing 20150 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Genista sagittalis L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20150 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013340-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbz6e7
title: Occurrence Download

description: A dataset containing 22879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Foudia madagascariensis (Linnaeus, 1766))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22879 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060460-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rya63y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ips mexicanus",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122542-210914110416597/datasets/export for details.
DOI: 10.15468/dl.cyvqxq
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brachypodium distachyon (L.) P.Beauv."
 ]
}

 The dataset includes 666 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060462-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kjbzp
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Osteolaemus tetraspis Cope, 1861"
 ]
}

 The dataset includes 200 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122517-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96nwqf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Hylotrupes bajulus",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122531-210914110416597/datasets/export for details.
DOI: 10.15468/dl.uucets
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ips confusus",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122541-210914110416597/datasets/export for details.
DOI: 10.15468/dl.3nurxe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lygus lineolaris",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122564-210914110416597/datasets/export for details.
DOI: 10.15468/dl.fyz7z6
title: Occurrence Download

description: A dataset containing 7124660 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Databank of Vascular Plants"
 ]
}

 The dataset includes 7124660 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122488-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2k6eyr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Eutypa lata",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122485-210914110416597/datasets/export for details.
DOI: 10.15468/dl.hsc7d7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Helicotylenchus dihystera",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122515-210914110416597/datasets/export for details.
DOI: 10.15468/dl.xxdjvd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Heterobasidion abietinum",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122518-210914110416597/datasets/export for details.
DOI: 10.15468/dl.zgc1if
title: Occurrence Download

description: A dataset containing 32373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platanus L."
 ]
}

 The dataset includes 32373 records from 504 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002941-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14978279
title: Nomeroff Russian License Plates

description: Description:







This dataset consists of high-resolution photographs of Nomeroff Russian License Plates captured in diverse environments and lighting conditions. It is designed for image classification and object detection tasks, particularly aimed at automatic license plate recognition (ALPR) systems. The dataset features vehicles in urban, rural, and highway settings, with a wide range of vehicle models and plate formats that adhere to Russian vehicle registration standards.

 







Download Dataset









Dataset Overview:



A collection of JPG images with varying resolutions, capturing license plates from multiple angles (frontal, side, rear) and distances.

Environments include daytime and nighttime scenes, varying weather conditions (sunny, rainy, snowy), and different lighting (natural and artificial).


CSV Columns:



file_name: The name of the image file (str, unique values).

plate_number: The alphanumeric license plate number present in the image (str).

vehicle_type: The type of vehicle (e.g., sedan, SUV, truck, etc.) – this allows for classification beyond just license plate recognition (str).

angle_of_view: The angle at which the image was captured (e.g., frontal, side, rear) – this provides additional context for training models to handle various perspectives (str).

weather_condition: The weather conditions during image capture (e.g., sunny, rainy, snowy, etc.), offering insights into how weather impacts recognition performance (str).

time_of_day: Whether the image was captured during the day, evening, or night, useful for models dealing with varying lighting conditions (str).

occlusion_level: A numeric rating (0-3) representing the level of obstruction on the license plate (e.g., due to dirt, damage, or angle), helping models adapt to real-world imperfections (int).


Applications:



License Plate Recognition (LPR) Systems.

Vehicle Tracking and Identification.

Traffic Monitoring and Enforcement.

Smart City Solutions and Automated Toll Systems.


This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.14978280
title: Nomeroff Russian License Plates

description: Description:







This dataset consists of high-resolution photographs of Nomeroff Russian License Plates captured in diverse environments and lighting conditions. It is designed for image classification and object detection tasks, particularly aimed at automatic license plate recognition (ALPR) systems. The dataset features vehicles in urban, rural, and highway settings, with a wide range of vehicle models and plate formats that adhere to Russian vehicle registration standards.

 







Download Dataset









Dataset Overview:



A collection of JPG images with varying resolutions, capturing license plates from multiple angles (frontal, side, rear) and distances.

Environments include daytime and nighttime scenes, varying weather conditions (sunny, rainy, snowy), and different lighting (natural and artificial).


CSV Columns:



file_name: The name of the image file (str, unique values).

plate_number: The alphanumeric license plate number present in the image (str).

vehicle_type: The type of vehicle (e.g., sedan, SUV, truck, etc.) – this allows for classification beyond just license plate recognition (str).

angle_of_view: The angle at which the image was captured (e.g., frontal, side, rear) – this provides additional context for training models to handle various perspectives (str).

weather_condition: The weather conditions during image capture (e.g., sunny, rainy, snowy, etc.), offering insights into how weather impacts recognition performance (str).

time_of_day: Whether the image was captured during the day, evening, or night, useful for models dealing with varying lighting conditions (str).

occlusion_level: A numeric rating (0-3) representing the level of obstruction on the license plate (e.g., due to dirt, damage, or angle), helping models adapt to real-world imperfections (int).


Applications:



License Plate Recognition (LPR) Systems.

Vehicle Tracking and Identification.

Traffic Monitoring and Enforcement.

Smart City Solutions and Automated Toll Systems.


This dataset is sourced from Kaggle.
DOI: 10.35080/data.d.2019.p22
title: 1∶50 000 Engineering Geological Survey and Geotechnical Test Dataset of the Doumen Map-Sheet in the Guangdong-Hong Kong-Macao Greater Bay Area
title: 粤港澳湾区1∶50 000斗门镇幅工程地质调查及岩土样品试验数据集

description: This dataset was created as a result of the " Environmental Geological Survey (1∶50 000) in the Guangdong-Hong Kong-Macao Greater Bay Area” project of the China Geological Survey in 2017. Based on previously collected geological information, we have carried out a 1∶50 000 engineering geological survey in Doumen on the west bank of the Pearl River Estuary in the Guangdong-Hong Kong-Macao Greater Bay Area and compiled the 1∶50 000 engineering geological map and specifications. This dataset was established based on the survey and analytical data of the samples. The dataset has 10 types of data in two categories: survey data and experimental test data, including 168 series of basic survey data, 53 series of data from field verification and remote sensing interpretation, 22 series of data from the integrated geological field survey, 77 series of data from the engineering geological survey, 23 series of data from the geological hazard survey, 13 series of data on the basic information of boreholes, 583 series of data from in-situ test results, 36 series of data from rock sample tests, 130 series of data from geotechnical tests and 669 series of data from field pictures, in total 1 774 series of data. This dataset will help us understand the engineering geological conditions of the west bank of the Pearl River Estuary in the Guangdong-Hong Kong-Macao Greater Bay Area and evaluate geological hazards such as soft ground subsidence, collapse, landslide and unstable slopes.
description: 本数据集依托2017年中国地质调查局“粤港澳湾区1∶50 000环境地质调查”项目，在充分收集以往地质资料的基础上，开展了粤港澳大湾区珠江口西岸的斗门镇幅1∶50 000工程地质调查工作，编制了1∶50 000工程地质图及说明书，并依据此次调查及采取的样品进行测试获取的数据建立了本数据集。本数据集包含调查与实验测试两大类10种数据类型，其中遥感野外检查验证数据53条，基础调查数据168条，野外地质综合调查数据22条，工程地质调查数据77条，地质灾害调查数据23条，钻孔基本情况数据13条，原位试验成果数据583条，岩石样品试验数据36条，土工试验数据130条，野外照片数据669幅，共计1 774条数据。本数据集对查清粤港澳大湾区珠江口西岸的工程地质条件，评价软土地面沉降、崩塌滑坡不稳定性斜坡等地质灾害具有数据支撑意义。
DOI: 10.5281/zenodo.14977288
title: Data Behind the Figure - Observations of MCG-06-30-15

description: This dataset ourlines the differential counts and calibrated magnitudes of the AGN at the center of MCG-06-30-15
DOI: 10.5281/zenodo.14977289
title: Data Behind the Figure - Observations of MCG-06-30-15

description: This dataset ourlines the differential counts and calibrated magnitudes of the AGN at the center of MCG-06-30-15
DOI: 10.5281/zenodo.14978303
title: Data Behind the Figure - Observations of MCG-06-30-15

description: This dataset ourlines the differential counts and calibrated magnitudes of the AGN at the center of MCG-06-30-15
DOI: 10.15468/dl.e23c47
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Huperzia serrata (Thunb.) Trevis.",
 "Year 1970-2025"
 ]
}

 The dataset includes 182 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006688-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.