cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.csswz2
title: Occurrence Download

description: A dataset containing 735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Anopheles sinensis Wiedemann, 1828"
 ]
}

 The dataset includes 735 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112098-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deah6u
title: Occurrence Download

description: A dataset containing 3151 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Country is United States of America",
 "Year 1000-2020",
 "Geometry POLYGON((-96.92084 28.51188,-97.47455 28.90739,-97.81952 29.43693,-98.07285 29.67452,-98.20844 29.80168,-99.31146 29.90056,-98.48309 29.1425,-98.12054 29.05241,-97.9953 28.84147,-96.93402 28.45256,-96.92084 28.51188))",
 "HasCoordinate is true",
 "TaxonKey is Pandion haliaetus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3151 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015909-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftjlss
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perezia pinnatifida (Humb. & Bonpl.) Wedd."
 ]
}

 The dataset includes 100 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004084-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae4zfp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Collection Herpetology SMF",
 "Country is Andorra"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195939-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n50ebo
title: Occurrence Download

description: A dataset containing 1741933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "DecimalLatitude is greater than 44.3880830275456",
 "DecimalLatitude is less than 45.5186265020306",
 "DecimalLongitude is greater than -93.9047430062263",
 "DecimalLongitude is less than -92.3538821154709"
 ]
}

 The dataset includes 1741933 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004084-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4lynwd
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1959-1990",
 "HasCoordinate is true",
 "TaxonKey is Graphium leonidas (Fabricius, 1793)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 177 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010212-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcnzfj
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxyrhopus rhombifer Duméril, Bibron & Duméril, 1854"
 ]
}

 The dataset includes 400 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052006-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15470/z4apo0
title: Dataset of brown trout populations monitoring in Sierra Nevada (Spain)

description: This dataset provides long-term information about brown trout populations present in the Sierra Nevada National and Natural Park (southern Spain), gathered through one of the Sierra Nevada Global-Change Observatory's monitoring methodologies. The dataset comprises: 156 sampling events conducted between 2007 and 2023 in 10 rivers, 8,000 occurrence records of brown trout individuals and 46,138 records of associated measurements (45 variables: 5 associated with occurrences and 40 to sampling events). This dataset is key for brown trout conservation and management, given that Andalusia represents the southwestern limit of this species in Europe. This information will be valuable for those studying past distributions and abundances of the brown trout, as a basis for building predictive models or studying temporal trends.
DOI: 10.58032/agh/hy2mpm
title: Influence of the applied external magnetic field on surface area and catalytic activity of electrodeposited Cu-Fe alloys - research data

description: The data show results connected with the electrodeposition of Cu-Fe coatings in an external magnetic field. The dataset contains XRD measurements, photos used to determine the wettability, and electrocatalytic measurement files.
DOI: 10.6084/m9.figshare.27619116
title: <b>Root functional traits are important predictors for plant resource acquisition strategies </b><b>in subtropical forests</b>.csv

description: Intercorrelated aboveground traits associated with costs and plant growth have been widely used to predict vegetation in response to environmental changes. However, whether underground traits exhibit consistent responses remains unclear, particularly in N-rich subtropical forests. Responses of foliar and root morphological and physiological traits of tree and herb species after 8-year N, P, and combined N and P treatments (50 kg N, P, N and P ha<sup>-1</sup> yr<sup>-1</sup>) were examined in leguminous <i>Acacia auriculiformis</i> (<i>AA</i>)<i> </i>and non-leguminous <i>Eucalyptus urophylla</i> (<i>EU</i>) forests in southern China. N addition did not significantly impact all leaf and root traits except root N concentration per root length. Root traits responded to P addition more than leaf traits in trees; however, both traits responded similarly to P addition in herbs. Tree species deviated from the expected leaf economics spectrum; however, all species aligned with the root economics spectrum. The P, and combined N and P treatments significantly altered the position of principal component analysis of root functional traits for herb species compared to the control. However, these changes did not reflect a classic shift in nutrient acquisition strategy within the root economic spectrum. As leguminous species experienced greater P limitation, <i>AA</i> responded more to P addition than <i>EU</i>; their understories indicated no significant differences. This study reveals how plant aboveground and underground traits adapt to nutrient-rich environments. These findings highlight the importance of incorporating plant underground traits,<b> </b>which show significant and specific responses to nutrient additions, into Earth system models for accurately predicting plant responses to global change.
DOI: 10.6084/m9.figshare.27619116.v1
title: <b>Root functional traits are important predictors for plant resource acquisition strategies </b><b>in subtropical forests</b>.csv

description: Intercorrelated aboveground traits associated with costs and plant growth have been widely used to predict vegetation in response to environmental changes. However, whether underground traits exhibit consistent responses remains unclear, particularly in N-rich subtropical forests. Responses of foliar and root morphological and physiological traits of tree and herb species after 8-year N, P, and combined N and P treatments (50 kg N, P, N and P ha<sup>-1</sup> yr<sup>-1</sup>) were examined in leguminous <i>Acacia auriculiformis</i> (<i>AA</i>)<i> </i>and non-leguminous <i>Eucalyptus urophylla</i> (<i>EU</i>) forests in southern China. N addition did not significantly impact all leaf and root traits except root N concentration per root length. Root traits responded to P addition more than leaf traits in trees; however, both traits responded similarly to P addition in herbs. Tree species deviated from the expected leaf economics spectrum; however, all species aligned with the root economics spectrum. The P, and combined N and P treatments significantly altered the position of principal component analysis of root functional traits for herb species compared to the control. However, these changes did not reflect a classic shift in nutrient acquisition strategy within the root economic spectrum. As leguminous species experienced greater P limitation, <i>AA</i> responded more to P addition than <i>EU</i>; their understories indicated no significant differences. This study reveals how plant aboveground and underground traits adapt to nutrient-rich environments. These findings highlight the importance of incorporating plant underground traits,<b> </b>which show significant and specific responses to nutrient additions, into Earth system models for accurately predicting plant responses to global change.
DOI: 10.15468/dl.828mbt
title: Occurrence Download

description: A dataset containing 6670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apidae",
 "BasisOfRecord is one of (Material sample)",
 "Country is one of (Argentina, Aruba, Bolivia (Plurinational State of), Brazil, Chile, Colombia, Cuba, Dominican Republic, Ecuador, Falkland Islands (Malvinas), French Guiana, Guyana, Haiti, Paraguay, Peru, South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Uruguay, Venezuela (Bolivarian Republic of), Anguilla, Antigua and Barbuda, Bahamas, Barbados, Virgin Islands (British), Cayman Islands, Dominica, Dominican Republic, Grenada, Guadeloupe, Jamaica, Martinique, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Trinidad and Tobago, Turks and Caicos Islands)"
 ]
}

 The dataset includes 6670 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026607-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq7ype
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Klasea lycopifolia (Vill.) Á.Löve & D.Löve",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026608-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znkt6m
title: Occurrence Download

description: A dataset containing 2040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ovis aries musimon (Pallas, 1811)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 2040 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026609-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayjtk6
title: Occurrence Download

description: A dataset containing 69542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mangifera indica L."
 ]
}

 The dataset includes 69542 records from 736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026603-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n82498
title: Occurrence Download

description: A dataset containing 1817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Korea (Democratic People’s Republic of), Korea, Republic of, China, Russian Federation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Zero coordinate, Coordinate out of range, Coordinate invalid, Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate uncertainty meters invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match higher rank, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Modified date unlikely, Identified date unlikely, Basis of record invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, ccurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous collection, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rana amurensis Boulenger, 1886"
 ]
}

 The dataset includes 1817 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026610-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2bx24
title: Occurrence Download

description: A dataset containing 2197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Korea (Democratic People’s Republic of), Korea, Republic of, China, Russian Federation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Zero coordinate, Coordinate out of range, Coordinate invalid, Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate uncertainty meters invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match higher rank, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Modified date unlikely, Identified date unlikely, Basis of record invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, ccurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous collection, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rana coreana Okada, 1928"
 ]
}

 The dataset includes 2197 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026611-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g86zcz
title: Occurrence Download

description: A dataset containing 8173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax esculentus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 8173 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026612-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/f2xvqf
title: A New Species of Murina (Chiroptera: Vespertilionidae) from Yunnan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mou, Xin, Qian, Yishun, Li, Mei, Li, Biao, Luo, Xiong, Li, Song (2024): A New Species of Murina (Chiroptera: Vespertilionidae) from Yunnan, China. Animals 14 (16): 1-15, DOI: 10.3390/ani14162371, URL: http://dx.doi.org/10.3390/ani14162371Abstract: During an examination of various specimens previously collected from different locations and times, we discovered seven Murina specimens that had been collected in May 2023 from the Guanyinshan Provincial Nature Reserve, Yuanyang, Yunnan, China. Based on the assessment of morphological characteristics and molecular data analysis, these specimens were determined to represent a previously unidentified species, designated Murina yuanyang sp. nov.
DOI: 10.15468/3e8yhf
title: Aspidistra albovillosa (Asparagaceae), a new species from Guangxi, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ding, Tao, Pan, Bo, Lin, Chun-Rui (2023): Aspidistra albovillosa (Asparagaceae), a new species from Guangxi, China. Phytotaxa 620 (3): 244-250, DOI: 10.11646/phytotaxa.620.3.5, URL: http://dx.doi.org/10.11646/phytotaxa.620.3.5AbstractAspidistra albovillosa, a new species of Asparagaceae from Guangxi, southern China, is described and illustrated. The new species is similar to A. ovatifolia, but differs by the appendages at the base of the perianth lobes are purplish red, sometimes white and slightly rolled upwards at apex, tube adaxially with white villous densely, stigma upper surface yellowish white, slightly undulate and 6 (or 8) lobed at margin. The new species is currently known only from the Karst areas in central Guangxi. Colour plates of the two similar species and line drawing are provided for comparison.
DOI: 10.15468/r6q7uw
title: Calanthe taibaishanensis, A New Orchid Species from China: Evidence from Morphological and Molecular Analyses

description: This dataset contains the digitized treatments in Plazi based on the original journal article Guo, Ming, Zhai, Jun-Wen, Wu, Xin-Yi, Li, Shuang-Xi, Wang, Meng, Li, Zhi-Jun, Chen, Li-Jun (2017): Calanthe taibaishanensis, A New Orchid Species from China: Evidence from Morphological and Molecular Analyses. Phytotaxa 327 (2): 184-190, DOI: 10.11646/phytotaxa.327.2.7, URL: http://dx.doi.org/10.11646/phytotaxa.327.2.7
DOI: 10.6084/m9.figshare.30946031
title: C4Censor: A Lightweight Benchmark Dataset for Inappropriate Content Detection

description: <b>C4Censor</b> is a multi-class image benchmark for fine-grained content moderation across four categories: Blood & Gore, Pornography, Terrorism, and Neutral. Each category contains three challenging subclasses (e.g., Hentai vs. Anime, Counter-Terrorism vs. War-Crimes), with 500 images per subclass totaling 6,000 manually annotated images.This dataset addresses limitations of existing binary classification benchmarks by providing a unified, balanced challenge for real-world moderation tasks. Benchmark evaluations with state-of-the-art models (ViT, Xception, CAiT) achieved maximum accuracy of 62.13%, highlighting the dataset's complexity.<b><i>"This dataset contains graphic, violent, and sexually explicit imagery collected for academic research purposes only. Users must agree to ethical usage terms before access."</i></b><b>Manuscript</b>: Submitted to Journal of Computational Social Science<b>Supplementary Materials</b>: Includes visual examples and misclassification instances from the dataset (not included in the manuscript for JCSO ethical compliance)
DOI: 10.6084/m9.figshare.30946031.v1
title: C4Censor: A Lightweight Benchmark Dataset for Inappropriate Content Detection

description: <b>C4Censor</b> is a multi-class image benchmark for fine-grained content moderation across four categories: Blood & Gore, Pornography, Terrorism, and Neutral. Each category contains three challenging subclasses (e.g., Hentai vs. Anime, Counter-Terrorism vs. War-Crimes), with 500 images per subclass totaling 6,000 manually annotated images.This dataset addresses limitations of existing binary classification benchmarks by providing a unified, balanced challenge for real-world moderation tasks. Benchmark evaluations with state-of-the-art models (ViT, Xception, CAiT) achieved maximum accuracy of 62.13%, highlighting the dataset's complexity.<b><i>"This dataset contains graphic, violent, and sexually explicit imagery collected for academic research purposes only. Users must agree to ethical usage terms before access."</i></b><b>Manuscript</b>: Submitted to Journal of Computational Social Science<b>Supplementary Materials</b>: Includes visual examples and misclassification instances from the dataset (not included in the manuscript for JCSO ethical compliance)