cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d327ax
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bison latifrons"
 ]
}

 The dataset includes 595 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003287-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dey5hx
title: Occurrence Download

description: A dataset containing 20990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carabus auronitens"
 ]
}

 The dataset includes 20990 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003286-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7v5gx
title: Occurrence Download

description: A dataset containing 1237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 -60,-70 -60,-70 70,-180 70,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e9f60bdb-217d-4b4e-a22a-2781321220a1, ef3ec46c-c2e6-4674-a663-77b334fa6003, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Physeter macrocephalus",
 "Year 2000-2026"
 ]
}

 The dataset includes 1237 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003289-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/3w8cz-t2g08
title: Dataset related to "Symbiotic entrenchment through ecological Catch-22"

description: Data associated with the figures in the publication Symbiotic entrenchment through ecological Catch-22. Where analysis extends beyond plotting of data, scripts used to analyze data are included.
DOI: 10.15468/dl.35t7ug
title: Occurrence Download

description: A dataset containing 6868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Uroderma bilobatum, Uroderma bilobatum trinitatum, Uroderma bilobatum bilobatum)"
 ]
}

 The dataset includes 6868 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003288-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.929z99
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plesiotrygon iwamae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 77 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003290-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18561283
title: Table 2 in Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals

description: Table 2. Meristic and morphological characters applied to the identification (following Dyer, 2006) of 45 individuals from Lake Pellegrini. Results from mtDNA analysis are compared with identification based on taxonomic key: origin of first dorsal fin over posterior half of pelvic fin (O. hatcheri) or anterior to anus and posterior to pelvic fin (O. bonariensis), number of dorsal scale rows between lateral lines>12 (O. hatcheri) or <11(O. bonariensis); number of gill rakes on the lower arm of first branchial arch, 21-27 (O. hatcheri) or>30 (32-38) (O. bonariensis); upper jaw prognathous (O. hatcheri) or lower jaw prognathous in large specimens (O. bonariensis). N: number of specimens. In bold, the presumptive hybrids individuals identified on meristic and morphological characters, those are highlighted with * in Fig. 3).
Origin of first dorsal finNumber of dorsal scale rows between lateral linesNumber of gill rakes on the lower arm of first branchial archJaw prognathismSpecies based on key (N)Species based on mtDNA (N)Over posterior half of pelvic finAnterior to anus and posterior to pelvic finX1330upperhybrid?O. bonariensisX1229lowerhybrid?-X1231nohybrid?O. bonariensisX1331upperhybrid?O. bonariensisX1228lowerhybrid?O. bonariensisX1330lowerhybrid?O. bonariensisX1522upperO. hatcheri-X1523noO. hatcheriO. hatcheriX1523upperO. hatcheri (2)O. hatcheriX1524noO. hatcheriO. hatcheriX1524upperO. hatcheri (4)-X1525upperO. hatcheri (2)O. hatcheri (2)X1624upperO. hatcheri (2)O. hatcheriX1625upperO. hatcheri (4)O. hatcheri (2)X1626upperO. hatcheri (2)O. hatcheriX1327nohybrid?O. hatcheriX1424upperhybrid?-X1523upperhybrid? (3)O. hatcheri (2)X1525nohybrid?O. hatcheriX1624upperhybrid?O. hatcheriX1625upperhybrid?O. hatcheriX1522upperhybrid?O. hatcheriX1523upperhybrid? (2)-X1524upperhybrid?O. hatcheriX1525upperhybrid? (2)-X1622upperhybrid?O. hatcheriX1624upperhybrid? (2)-X1625upperhybrid?-X1724upperhybrid? (2)O. hatcheri
description: Published as part of Conte-Grand, Cecilia, Sommer, Julie, Ortí, Guillermo & Cussac, Víctor, 2015, Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals, pp. 142 in Neotropical Ichthyology 13 (1) on page 142, DOI: 10.1590/1982-0224-20130094, http://zenodo.org/record/12718290
DOI: 10.5281/zenodo.18561282
title: Table 2 in Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals

description: Table 2. Meristic and morphological characters applied to the identification (following Dyer, 2006) of 45 individuals from Lake Pellegrini. Results from mtDNA analysis are compared with identification based on taxonomic key: origin of first dorsal fin over posterior half of pelvic fin (O. hatcheri) or anterior to anus and posterior to pelvic fin (O. bonariensis), number of dorsal scale rows between lateral lines>12 (O. hatcheri) or <11(O. bonariensis); number of gill rakes on the lower arm of first branchial arch, 21-27 (O. hatcheri) or>30 (32-38) (O. bonariensis); upper jaw prognathous (O. hatcheri) or lower jaw prognathous in large specimens (O. bonariensis). N: number of specimens. In bold, the presumptive hybrids individuals identified on meristic and morphological characters, those are highlighted with * in Fig. 3).
Origin of first dorsal finNumber of dorsal scale rows between lateral linesNumber of gill rakes on the lower arm of first branchial archJaw prognathismSpecies based on key (N)Species based on mtDNA (N)Over posterior half of pelvic finAnterior to anus and posterior to pelvic finX1330upperhybrid?O. bonariensisX1229lowerhybrid?-X1231nohybrid?O. bonariensisX1331upperhybrid?O. bonariensisX1228lowerhybrid?O. bonariensisX1330lowerhybrid?O. bonariensisX1522upperO. hatcheri-X1523noO. hatcheriO. hatcheriX1523upperO. hatcheri (2)O. hatcheriX1524noO. hatcheriO. hatcheriX1524upperO. hatcheri (4)-X1525upperO. hatcheri (2)O. hatcheri (2)X1624upperO. hatcheri (2)O. hatcheriX1625upperO. hatcheri (4)O. hatcheri (2)X1626upperO. hatcheri (2)O. hatcheriX1327nohybrid?O. hatcheriX1424upperhybrid?-X1523upperhybrid? (3)O. hatcheri (2)X1525nohybrid?O. hatcheriX1624upperhybrid?O. hatcheriX1625upperhybrid?O. hatcheriX1522upperhybrid?O. hatcheriX1523upperhybrid? (2)-X1524upperhybrid?O. hatcheriX1525upperhybrid? (2)-X1622upperhybrid?O. hatcheriX1624upperhybrid? (2)-X1625upperhybrid?-X1724upperhybrid? (2)O. hatcheri
description: Published as part of Conte-Grand, Cecilia, Sommer, Julie, Ortí, Guillermo & Cussac, Víctor, 2015, Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals, pp. 142 in Neotropical Ichthyology 13 (1) on page 142, DOI: 10.1590/1982-0224-20130094, http://zenodo.org/record/12718290
DOI: 10.5281/zenodo.18561285
title: Table 3 in Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals

description: Table 3. Interspecific and intraspecific morphological variation of Odontesthes species. Variance explained (%) by first and second RW is indicated. N: number of specimens.
Data subsetsNVariance explained (%)RW1RW2all individuals43648.3019.92O. bonariensis10046.6819.69O. bonariensis from CARZ and D6445.6913.88O. hatcheri31544.8116.21O. hatcheri from PUY, NIHL, CDP, and PDA7942.3419.35
description: Published as part of Conte-Grand, Cecilia, Sommer, Julie, Ortí, Guillermo & Cussac, Víctor, 2015, Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals, pp. 143 in Neotropical Ichthyology 13 (1) on page 143, DOI: 10.1590/1982-0224-20130094, http://zenodo.org/record/12718290
DOI: 10.5281/zenodo.18561284
title: Table 3 in Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals

description: Table 3. Interspecific and intraspecific morphological variation of Odontesthes species. Variance explained (%) by first and second RW is indicated. N: number of specimens.
Data subsetsNVariance explained (%)RW1RW2all individuals43648.3019.92O. bonariensis10046.6819.69O. bonariensis from CARZ and D6445.6913.88O. hatcheri31544.8116.21O. hatcheri from PUY, NIHL, CDP, and PDA7942.3419.35
description: Published as part of Conte-Grand, Cecilia, Sommer, Julie, Ortí, Guillermo & Cussac, Víctor, 2015, Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals, pp. 143 in Neotropical Ichthyology 13 (1) on page 143, DOI: 10.1590/1982-0224-20130094, http://zenodo.org/record/12718290
DOI: 10.5281/zenodo.18561288
title: Table 4 in Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals

description: Table 4. Discriminant Analyses results for two species of Odontesthes.
GroupsNCases correctly grouped (%)Discriminant FunctionVariance explained (%)Canonical correlationEigenvaluesWilks’ Lambda significationRegression with size significationO. bonariensis, O. hatcheri, and presumptive hybrids (3 groups)43689.0197.50.9438.0190.000>0.0522.50.4110.2030.0000.000O. bonariensis sampling sites (5 groups)100100156.20.9539,8940.0000.001233.80.9255.9540.0000.00236.90.7411.2160.000>0.0543.10.5950.5490.007>0.05O. hatcheri sampling sites (12 groups)31590.8147.60.9448.1130.0000.000214.60.8452.4910.000>0.0531.10.8091.8990.000>0.0546.70.7311.1460.000>0.0555.70.7010.9660.000>0.0564.40.6550.7520.000>0.0573.30.6020.5690.000>0.0582.70.5650.4690.000>0.0591.60.4600.2690.000>0.05101.20.4060.1970.000>0.05110.60.3140.1100.006>0.05
description: Published as part of Conte-Grand, Cecilia, Sommer, Julie, Ortí, Guillermo & Cussac, Víctor, 2015, Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals, pp. 144 in Neotropical Ichthyology 13 (1) on page 144, DOI: 10.1590/1982-0224-20130094, http://zenodo.org/record/12718290
DOI: 10.5281/zenodo.18561289
title: Table 4 in Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals

description: Table 4. Discriminant Analyses results for two species of Odontesthes.
GroupsNCases correctly grouped (%)Discriminant FunctionVariance explained (%)Canonical correlationEigenvaluesWilks’ Lambda significationRegression with size significationO. bonariensis, O. hatcheri, and presumptive hybrids (3 groups)43689.0197.50.9438.0190.000>0.0522.50.4110.2030.0000.000O. bonariensis sampling sites (5 groups)100100156.20.9539,8940.0000.001233.80.9255.9540.0000.00236.90.7411.2160.000>0.0543.10.5950.5490.007>0.05O. hatcheri sampling sites (12 groups)31590.8147.60.9448.1130.0000.000214.60.8452.4910.000>0.0531.10.8091.8990.000>0.0546.70.7311.1460.000>0.0555.70.7010.9660.000>0.0564.40.6550.7520.000>0.0573.30.6020.5690.000>0.0582.70.5650.4690.000>0.0591.60.4600.2690.000>0.05101.20.4060.1970.000>0.05110.60.3140.1100.006>0.05
description: Published as part of Conte-Grand, Cecilia, Sommer, Julie, Ortí, Guillermo & Cussac, Víctor, 2015, Populations of Odontesthes (Teleostei: Atheriniformes) in the Andean region of Southern South America: body shape and hybrid individuals, pp. 144 in Neotropical Ichthyology 13 (1) on page 144, DOI: 10.1590/1982-0224-20130094, http://zenodo.org/record/12718290
DOI: 10.7910/dvn/6aadmr
title: Weighted Harmonized System & Standard International Trade Classification Conversion Tables

description: &lt;p&gt;This dataset provides conversion weights for translating product codes between different trade classification systems. Each record contains a source classification product code, target classification product code, and a conversion weight for the product pair.&lt;/p&gt;

&lt;p&gt;&lt;b&gt;Purpose and Context&lt;/b&gt;&lt;br&gt;
Countries adopt new trade classification systems at different times, and product codes are regularly revised, split, or merged over time. Simple one-to-one mappings between classification vintages often result in loss of detailed product information and create discontinuities in time series data. To address this challenge, we have developed data-driven conversion weights that enable accurate translation of trade values between classification systems while preserving product detail.&lt;/p&gt;

&lt;p&gt;&lt;b&gt;Methodology&lt;/b&gt;&lt;br&gt;
These conversion weights are generated using empirical trade data to determine how products in one classification system map to products in another system. When combined with reliability-weighted mirror data, this approach produces bilateral, product-level trade datasets that are consistent across countries and time periods. This methodology improves data coverage, reduces reporting discrepancies, and supports robust long-run analysis of global trade patterns.&lt;/p&gt;

&lt;p&gt;&lt;b&gt;Related Resources&lt;/b&gt;&lt;br&gt;
The data and methodology are described in detail in our peer-reviewed publication:&lt;/p&gt;

&lt;p&gt;Bustos et al. (2026), Tackling Discrepancies in Trade Data: The Harvard Growth Lab International Trade Datasets, &lt;i&gt;Scientific Data&lt;/i&gt;.&lt;/p&gt;

&lt;p&gt;For a visual explanation of the Growth Lab's trade data methodology, please visit our &lt;a href="https://atlas.hks.harvard.edu/trade-data-methodology"&gt;companion website&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;These conversion weights form a critical component of the data infrastructure underlying the Atlas of Economic Complexity.&lt;/p&gt;
DOI: 10.5281/zenodo.18561275
title: PROBLEMS OF INTERLINGUAL EQUIVALENCE IN THE TRANSLATION OF NON-EQUIVALENT LEXIS

description: The article addresses the problem of interlingual equivalence in the translation of non-equivalent lexis as one of the most complex and debatable issues in contemporary translation theory. The evolution of approaches to equivalence is examined, ranging from formal-structural models to functional-semantic and cognitively oriented interpretations of this phenomenon. Particular attention is paid to non-equivalent lexis as a manifestation of cultural and cognitive asymmetry between languages, reflecting differences in the conceptualization of social, institutional, and cultural reality.
DOI: 10.5281/zenodo.18561274
title: PROBLEMS OF INTERLINGUAL EQUIVALENCE IN THE TRANSLATION OF NON-EQUIVALENT LEXIS

description: The article addresses the problem of interlingual equivalence in the translation of non-equivalent lexis as one of the most complex and debatable issues in contemporary translation theory. The evolution of approaches to equivalence is examined, ranging from formal-structural models to functional-semantic and cognitively oriented interpretations of this phenomenon. Particular attention is paid to non-equivalent lexis as a manifestation of cultural and cognitive asymmetry between languages, reflecting differences in the conceptualization of social, institutional, and cultural reality.
DOI: 10.15468/dl.3q43dt
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solidago canadensis",
 "Year 1990-1999"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003291-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn8yh4
title: Occurrence Download

description: A dataset containing 7280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cupressus arizonica"
 ]
}

 The dataset includes 7280 records from 405 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003292-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22c2mh
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plesiotrygon nana",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003293-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exq9wm
title: Occurrence Download

description: A dataset containing 1237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 -60,-70 -60,-70 70,-180 70,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e9f60bdb-217d-4b4e-a22a-2781321220a1, ef3ec46c-c2e6-4674-a663-77b334fa6003, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Physeter macrocephalus",
 "Year 2000-2026"
 ]
}

 The dataset includes 1237 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003294-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fw3ajg
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marcgravia crenata"
 ]
}

 The dataset includes 508 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003295-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b9ch8
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamotrygon adamastor",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003298-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hktrch
title: Occurrence Download

description: A dataset containing 9468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cupressus macrocarpa"
 ]
}

 The dataset includes 9468 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003299-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0167664.10fu
title: SH0167664.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0167665.10fu
title: SH0167665.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0167666.10fu
title: SH0167666.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.