cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xw4qwy
title: Occurrence Download

description: A dataset containing 1764 records in GBIF matching the query:
SELECT
 '57' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= -24.552553756517728
 AND decimalLatitude &lt;= -20.3845909579754
 AND decimalLongitude &gt;= 20.76920974450522
 AND decimalLongitude &lt;= 26.450229726150916
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 1764 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003703-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gz9sw
title: Occurrence Download

description: A dataset containing 4192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.65909 48.00691,-91.16771 48.00691,-91.16771 56.08299,-107.65909 56.08299,-107.65909 48.00691))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thamnophis sirtalis"
 ]
}

 The dataset includes 4192 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003717-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fptn5w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.43000000000001 3.51417, 99.359606 3.5086, 99.290947 3.49203, 99.225717 3.464866, 99.165524 3.427779, 99.11184900000001 3.381684, 99.06601499999999 3.327715, 99.029151 3.267204, 99.002163 3.201642, 98.985713 3.132642, 98.980205 3.061905, 98.985771 2.991173, 99.002274 2.922187, 99.029304 2.856644, 99.06619499999999 2.796159, 99.112038 2.74222, 99.16570299999999 2.696153, 99.22587 2.659092, 99.29105800000001 2.631949, 99.359664 2.615391, 99.43000000000001 2.609826, 99.500336 2.615391, 99.56894200000001 2.631949, 99.63413 2.659092, 99.69429700000001 2.696153, 99.747962 2.74222, 99.79380500000001 2.796159, 99.830696 2.856644, 99.857726 2.922187, 99.874229 2.991173, 99.879795 3.061905, 99.874287 3.132642, 99.857837 3.201642, 99.830849 3.267204, 99.79398500000001 3.327715, 99.74815099999999 3.381684, 99.69447599999999 3.427779, 99.634283 3.464866, 99.569053 3.49203, 99.500394 3.5086, 99.43000000000001 3.51417))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003716-260120142942310/datasets/export for details.
DOI: 10.15468/dl.phynvf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.703794 24.103022, 88.62686600000001 24.097445, 88.551852 24.080853, 88.480616 24.053658, 88.41492599999999 24.016537, 88.356408 23.970411, 88.306507 23.916425, 88.266446 23.855917, 88.237205 23.790384, 88.219488 23.721447, 88.213714 23.650806, 88.22000800000001 23.580203, 88.238193 23.511374, 88.267807 23.44601, 88.308106 23.385714, 88.35809 23.331963, 88.41652499999999 23.286073, 88.481976 23.249164, 88.55284 23.222137, 88.627386 23.205653, 88.703794 23.200114, 88.780202 23.205653, 88.854748 23.222137, 88.925612 23.249164, 88.991063 23.286073, 89.049498 23.331963, 89.09948199999999 23.385714, 89.139781 23.44601, 89.16939499999999 23.511374, 89.18758 23.580203, 89.19387399999999 23.650806, 89.18810000000001 23.721447, 89.170383 23.790384, 89.141142 23.855917, 89.10108099999999 23.916425, 89.05118 23.970411, 88.992662 24.016537, 88.92697200000001 24.053658, 88.85573599999999 24.080853, 88.780722 24.097445, 88.703794 24.103022))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003718-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xh38v
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Apodemus agrarius [GBIF Backbone Taxonomy])",
 "EventDate 1970-01-01-2024-01-01",
 "Country is one of (China)"
 ]
 }
 ]
}

 The dataset includes 134 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003720-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt66bq
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Apodemus agrarius [GBIF Backbone Taxonomy])",
 "EventDate 1970-01-01-2024-01-01",
 "Country is one of (China)"
 ]
 }
 ]
}

 The dataset includes 134 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003721-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx8qje
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera atrox"
 ]
}

 The dataset includes 199 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003723-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wu9x6
title: Occurrence Download

description: A dataset containing 5152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puma concolor, Tetragonisca angustula)",
 "HasCoordinate is true",
 "Country is Brazil"
 ]
}

 The dataset includes 5152 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003724-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmtp8b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.20399999999999 3.52217, 99.133605 3.5166, 99.06494600000001 3.50003, 98.99971600000001 3.472866, 98.939521 3.435779, 98.885846 3.389684, 98.840013 3.335715, 98.80314799999999 3.275204, 98.77615900000001 3.209641, 98.759709 3.140642, 98.75420099999999 3.069905, 98.75976799999999 2.999173, 98.77627099999999 2.930186, 98.803301 2.864644, 98.840192 2.804159, 98.88603500000001 2.75022, 98.939701 2.704153, 98.999869 2.667092, 99.065057 2.639949, 99.133664 2.623391, 99.20399999999999 2.617826, 99.27433600000001 2.623391, 99.34294300000001 2.639949, 99.408131 2.667092, 99.468299 2.704153, 99.52196499999999 2.75022, 99.567808 2.804159, 99.604699 2.864644, 99.63172900000001 2.930186, 99.64823199999999 2.999173, 99.65379900000001 3.069905, 99.648291 3.140642, 99.63184099999999 3.209641, 99.60485199999999 3.275204, 99.567987 3.335715, 99.522154 3.389684, 99.468479 3.435779, 99.40828399999999 3.472866, 99.343054 3.50003, 99.274395 3.5166, 99.20399999999999 3.52217))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003725-260120142942310/datasets/export for details.
DOI: 10.15468/dl.b2adyp
title: Occurrence Download

description: A dataset containing 4514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Simarouba amara",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4514 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003726-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpv4ct
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.703794 24.103022, 88.62686600000001 24.097445, 88.551852 24.080853, 88.480616 24.053658, 88.41492599999999 24.016537, 88.356408 23.970411, 88.306507 23.916425, 88.266446 23.855917, 88.237205 23.790384, 88.219488 23.721447, 88.213714 23.650806, 88.22000800000001 23.580203, 88.238193 23.511374, 88.267807 23.44601, 88.308106 23.385714, 88.35809 23.331963, 88.41652499999999 23.286073, 88.481976 23.249164, 88.55284 23.222137, 88.627386 23.205653, 88.703794 23.200114, 88.780202 23.205653, 88.854748 23.222137, 88.925612 23.249164, 88.991063 23.286073, 89.049498 23.331963, 89.09948199999999 23.385714, 89.139781 23.44601, 89.16939499999999 23.511374, 89.18758 23.580203, 89.19387399999999 23.650806, 89.18810000000001 23.721447, 89.170383 23.790384, 89.141142 23.855917, 89.10108099999999 23.916425, 89.05118 23.970411, 88.992662 24.016537, 88.92697200000001 24.053658, 88.85573599999999 24.080853, 88.780722 24.097445, 88.703794 24.103022))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003728-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5ds2b
title: Occurrence Download

description: A dataset containing 116934 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miniopteridae"
 ]
}

 The dataset includes 116934 records from 1082 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003693-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vcarp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is one of (Acer negundo, Adenostoma fasciculatum, Ambrosia psilostachya, Amsinckia douglasiana, Amsinckia eastwoodiae, Amsinckia intermedia, Amsinckia lycopsoides, Amsinckia menziesii, Amsinckia retrorsa, Amsinckia spectabilis, Amsinckia tessellata, Amsinckia vernicosa, Arctostaphylos crustacea, Arctostaphylos glandulosa, Arctostaphylos glauca, Arctostaphylos pungens, Arctostaphylos tomentosa, Arctostaphylos viridissima, Atriplex argentea, Atriplex confertifolia, Atriplex lentiformis, Atriplex leucophylla, Atriplex watsonii, Baccharis glutinosa, Baccharis pilularis, Baccharis salicifolia, Baccharis salicina, Baccharis sarothroides, Balsamorhiza deltoidea, Cirsium brevistylum, Cirsium occidentale, Cornus sericea, Deinandra fasciculata, Eschscholzia californica, Galium andrewsii, Galium aparine, Galium californicum, Galium hallii, Galium nuttallii, Geranium carolinianum, Helianthus annuus, Hesperocyparis macrocarpa, Hordeum brachyantherum, Hordeum depressum, Hordeum intercedens, Hordeum jubatum, Juniperus californica, Juniperus scopulorum, Madia elegans, Oenanthe sarmentosa, Phacelia brachyloba, Phacelia cicutaria, Phacelia ciliata, Phacelia distans, Phacelia douglasii, Phacelia egena, Phacelia grandiflora, Phacelia hubbyi, Phacelia imbricata, Phacelia longipes, Phacelia minor, Phacelia parryi, Phacelia ramosissima, Phacelia tanacetifolia, Phacelia viscida, Pinus muricata, Pinus radiata, Pinus torreyana, Platanus racemosa, Quercus agrifolia, Quercus dumosa, Ranunculus aquatilis, Sambucus mexicana, Sambucus nigra, Solanum americanum, Solanum douglasii, Solanum parishii, Solanum umbelliferum, Solanum xanti, Sparganium eurycarpum, Symphyotrichum chilense, Symphyotrichum defoliatum, Symphyotrichum greatae, Symphyotrichum subulatum)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003731-260120142942310/datasets/export for details.
DOI: 10.15468/dl.8hesnp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.51300000000001 3.53217, 99.442605 3.5266, 99.37394500000001 3.510029, 99.30871399999999 3.482866, 99.248519 3.445779, 99.19484300000001 3.399683, 99.14900900000001 3.345715, 99.112144 3.285204, 99.085155 3.219641, 99.06870499999999 3.150641, 99.063197 3.079905, 99.068764 3.009172, 99.085267 2.940186, 99.112298 2.874644, 99.14918900000001 2.814159, 99.195033 2.760219, 99.248699 2.714153, 99.30886700000001 2.677092, 99.374056 2.649949, 99.442663 2.633391, 99.51300000000001 2.627827, 99.583337 2.633391, 99.651944 2.649949, 99.717133 2.677092, 99.77730099999999 2.714153, 99.830967 2.760219, 99.876811 2.814159, 99.913702 2.874644, 99.94073299999999 2.940186, 99.95723599999999 3.009172, 99.96280299999999 3.079905, 99.957295 3.150641, 99.940845 3.219641, 99.913856 3.285204, 99.876991 3.345715, 99.831157 3.399683, 99.77748099999999 3.445779, 99.717286 3.482866, 99.652055 3.510029, 99.583395 3.5266, 99.51300000000001 3.53217))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003732-260120142942310/datasets/export for details.
DOI: 10.15468/dl.ter7j6
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera leo atrox"
 ]
}

 The dataset includes 75 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003734-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87gpx2
title: Occurrence Download

description: A dataset containing 15086 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna y Flora del proyecto: Estudio de Impacto Ambiental - EIA para el Área de Desarrollo - AD Golondrina 2022-2024"
 ]
}

 The dataset includes 15086 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011966-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wdebw
title: Occurrence Download

description: A dataset containing 155674 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthus cervinus (Pallas, 1811)"
 ]
}

 The dataset includes 155674 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011927-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyyafn
title: Occurrence Download

description: A dataset containing 49337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "EventDate 2021-04-20-2025-11-23",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lycorma delicatula"
 ]
}

 The dataset includes 49337 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003760-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrg3mm
title: Occurrence Download

description: A dataset containing 6371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sardinella gibbosa"
 ]
}

 The dataset includes 6371 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024612-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15525463
title: Strong sexual selection reduces population size and hinders population recovery after heat stress
DOI: 10.15468/dl.6utbq4
title: Occurrence Download

description: A dataset containing 109916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France, Portugal)",
 "TaxonKey is Salamandra salamandra (Linnaeus, 1758)"
 ]
}

 The dataset includes 109916 records from 1758 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007111-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17597523
title: Pulmonary Nodule Classification Using ML and DL Techniques for Lung Cancer Detection

description: Lung cancer continues to be a significant cause of mortality worldwide, primarily due to late-stage diagnosis and the challenges in distinguishing between benign and malignant pulmonary nodules. Recent advances in Machine Learning (ML) and Deep Learning (DL) have revolutionized medical diagnostics by enabling automated, accurate, and non-invasive classification of pulmonary nodules from CT images. This study proposes a hybrid approach that integrates Deep Convolutional Neural Networks (DCNNs) such as AlexNet, VGG-16, and VGG-19 with ensemble learning methods including Support Vector Machine (SVM) and AdaBoostM2. Ensemble fusion techniques like averaging and MAX-VOTE are applied to enhance classification accuracy and robustness. Experimental evaluations using the LIDC-IDRI and LUNA16 datasets demonstrate that the fusion-based ensemble learners significantly outperform single classifiers, achieving accuracy levels exceeding 96%. The results highlight the potential of hybrid ML-DL frameworks in improving early lung cancer detection and supporting computer-aided diagnosis systems.
DOI: 10.5281/zenodo.17597522
title: Pulmonary Nodule Classification Using ML and DL Techniques for Lung Cancer Detection

description: Lung cancer continues to be a significant cause of mortality worldwide, primarily due to late-stage diagnosis and the challenges in distinguishing between benign and malignant pulmonary nodules. Recent advances in Machine Learning (ML) and Deep Learning (DL) have revolutionized medical diagnostics by enabling automated, accurate, and non-invasive classification of pulmonary nodules from CT images. This study proposes a hybrid approach that integrates Deep Convolutional Neural Networks (DCNNs) such as AlexNet, VGG-16, and VGG-19 with ensemble learning methods including Support Vector Machine (SVM) and AdaBoostM2. Ensemble fusion techniques like averaging and MAX-VOTE are applied to enhance classification accuracy and robustness. Experimental evaluations using the LIDC-IDRI and LUNA16 datasets demonstrate that the fusion-based ensemble learners significantly outperform single classifiers, achieving accuracy levels exceeding 96%. The results highlight the potential of hybrid ML-DL frameworks in improving early lung cancer detection and supporting computer-aided diagnosis systems.