cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fhja8n
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alpinia conchigera Griff."
 ]
}

 The dataset includes 196 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240734-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhmrtk
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptoserolis orbiculata (Sheppard, 1933)"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122782-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysh8ka
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Lycalopex culpaeus (Molina, 1782)"
 ]
}

 The dataset includes 299 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257819-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s69gat
title: Occurrence Download

description: A dataset containing 1025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Averrhoa carambola L.",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1025 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138233-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x86sc
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrochiron lytocarpi Humes, 1966"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123781-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4nt9n
title: Occurrence Download

description: A dataset containing 2540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Goupia glabra Aubl., Goupia paraensis Huber)"
 ]
}

 The dataset includes 2540 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257850-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq3sbp
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptosphaeroma gottschei Hilgendorf, 1885"
 ]
}

 The dataset includes 260 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122783-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe2yka
title: Occurrence Download

description: A dataset containing 187009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cervus elaphus Linnaeus, 1758)",
 "HasCoordinate is one of (true)",
 "OccurrenceStatus is one of (Present)"
 ]
}

 The dataset includes 187009 records from 675 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257846-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4akxfv
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocoeloma diplacanthum (Stimpson, 1860)"
 ]
}

 The dataset includes 82 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123784-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r4azw
title: Occurrence Download

description: A dataset containing 2987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.19.15_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1992-2022"
 ]
}

 The dataset includes 2987 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122779-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye9gam
title: Occurrence Download

description: A dataset containing 52620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-141.93461 14.18723,-53.96989 14.18723,-53.96989 72.28401,-141.93461 72.28401,-141.93461 14.18723))",
 "MediaType is Image",
 "TaxonKey is one of (Solidago canadensis L., Lythrum salicaria L., Lysichiton americanus Hultén & H.St.John, Lupinus polyphyllus Lindl., Ambrosia artemisiifolia L.)"
 ]
}

 The dataset includes 52620 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048295-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaemp6
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrochiron rostratum Humes, 1966"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123782-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc6uxh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptostylis attenuatus Day, 1980"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122790-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn2pjz
title: Occurrence Download

description: A dataset containing 2259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Swertia bimaculata (Siebold & Zucc.) Hook.fil. & Thomson ex C.B.Clarke"
 ]
}

 The dataset includes 2259 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240375-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xct84
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocoeloma nodipes (Desbonne, 1867)"
 ]
}

 The dataset includes 234 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123793-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5m5vmm
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptoserolis nototropis (Sheppard, 1933)"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122780-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehdrcf
title: Occurrence Download

description: A dataset containing 9911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is THA.3_1"
 ]
}

 The dataset includes 9911 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257817-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etwpv2
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocoeloma subparellelum (Stimpson, 1860)"
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123795-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxnw28
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptostylis abditis Watling & McCann, 1996"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122787-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrqpb9
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthis flammea (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2007",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1691 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252743-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk9tm6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Miomoptera)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence, Material citation, Living Specimen)",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008262-251009101135966/datasets/export for details.
DOI: 10.15468/dl.qqlee6
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001776-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npi8fo
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019327-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ix9y6
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001782-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnvftr
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is El Salvador",
 "TaxonKey is Stigmaphyllon A.Juss."
 ]
}

 The dataset includes 132 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251847-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5j1bc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048823-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ld548c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015018-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fas4nu
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Manilkara huberi (Ducke) Standl., Manilkara huberi (Ducke) A.Chev.)"
 ]
}

 The dataset includes 496 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251834-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11624964
title: Dataset for: Asphalt pavement crack detection based on convolutional neural network and infrared thermography

description: This is the dataset for the following paper: 

Fangyu Liu, Jian Liu, and Linbing Wang. "Asphalt pavement crack detection based on convolutional neural network and infrared thermography." IEEE Transactions on Intelligent Transportation Systems 23, no. 11 (2022): 22145-22155. https://doi.org/10.1109/TITS.2022.3142393. 

Data component:



01-Visible images: this folder includes fully visible images

02-Infrared images: this folder includes fully infrared images

03-Fusion(50IRT) images: this folder includes fusion images (50% infrared + 50% visible)

04-Ground truth: this folder includes ground truth (binary images)
description: Two issues exist in the convolutional neural network (CNN) used for asphalt pavement crack detection: balance between accuracy and complexity, and indistinct edges of cracks and asphalt pavement surface. Infrared thermography (IRT) could use the temperature difference between cracks and pavement surface to better distinguish cracks. This work aims to propose a robust crack detection method based on CNN and IRT. An open benchmark dataset was built for crack detection based on three types of images, including visible images, infrared images, and the fusion of visible and infrared images (in short, fusion image). The dataset also considers different conditions and periods, including single, multi, thin, and thick cracks; clean, rough, light, and dark backgrounds, and three periods in a day. Seven CNN segmentation models are trained and evaluated on this dataset. To keep a balance between accuracy and complexity, evaluation metrics (accuracy, and computational and model complexity) are used to have an overall evaluation of models rather than only the accuracy. The results show that the accuracy and predictions of the visible image and fusion image are almost identical for all models, which are much better than that of the infrared image. When the background is rough or cracks are similar to the background, the fusion image is a better choice for crack detection. Compared with the visible image, all segmentation models have a more stable performance for the fusion image. Among segmentation models, Feature Pyramid Networks (FPN) could be the best model because of its high accuracy and low complexity.
DOI: 10.5281/zenodo.11624965
title: Dataset for: Asphalt pavement crack detection based on convolutional neural network and infrared thermography

description: This is the dataset for the following paper: 

Fangyu Liu, Jian Liu, and Linbing Wang. "Asphalt pavement crack detection based on convolutional neural network and infrared thermography." IEEE Transactions on Intelligent Transportation Systems 23, no. 11 (2022): 22145-22155. https://doi.org/10.1109/TITS.2022.3142393. 

Data component:



01-Visible images: this folder includes fully visible images

02-Infrared images: this folder includes fully infrared images

03-Fusion(50IRT) images: this folder includes fusion images (50% infrared + 50% visible)

04-Ground truth: this folder includes ground truth (binary images)
description: Two issues exist in the convolutional neural network (CNN) used for asphalt pavement crack detection: balance between accuracy and complexity, and indistinct edges of cracks and asphalt pavement surface. Infrared thermography (IRT) could use the temperature difference between cracks and pavement surface to better distinguish cracks. This work aims to propose a robust crack detection method based on CNN and IRT. An open benchmark dataset was built for crack detection based on three types of images, including visible images, infrared images, and the fusion of visible and infrared images (in short, fusion image). The dataset also considers different conditions and periods, including single, multi, thin, and thick cracks; clean, rough, light, and dark backgrounds, and three periods in a day. Seven CNN segmentation models are trained and evaluated on this dataset. To keep a balance between accuracy and complexity, evaluation metrics (accuracy, and computational and model complexity) are used to have an overall evaluation of models rather than only the accuracy. The results show that the accuracy and predictions of the visible image and fusion image are almost identical for all models, which are much better than that of the infrared image. When the background is rough or cracks are similar to the background, the fusion image is a better choice for crack detection. Compared with the visible image, all segmentation models have a more stable performance for the fusion image. Among segmentation models, Feature Pyramid Networks (FPN) could be the best model because of its high accuracy and low complexity.
DOI: 10.15468/dl.kp6xpo
title: Occurrence Download

description: A dataset containing 7116417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.18771 50.77743,3.20903 50.32356,4.7869 50.235,6.29013 50.39838,6.23683 50.77743,5.91699 50.95238,3.18771 50.77743))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7116417 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019521-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqfcwy
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (University of Florida Herpetology, Biodiversity Research and Teaching Collections - TCWC Vertebrates, AMNH Herpetology Collections, Colección de Reptiles del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-R), Colección de Reptiles - Museo de Herpetología de la Universidad de Antioquia, Museum of Comparative Zoology, Harvard University)",
 "TaxonKey is Phyllodactylus ventralis O'Shaughnessy, 1875"
 ]
}

 The dataset includes 127 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251853-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qylzdr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000640-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp5jhf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001778-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.woccje
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012034-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpdffx
title: Occurrence Download

description: A dataset containing 1686477054 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1686477054 records from 19268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032574-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayfddk
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla exigua Buser ex Paulin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 117 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286402-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.