cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.24tpp5
title: Occurrence Download

description: A dataset containing 239832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helmitheros vermivorum (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 239832 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0406765-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112048794
title: Cuneiform Tablet 1913.14.1506, Spurlock 1913.14.1506

description: [Text Description:] Account concerning silver, barley, and refined bitumen ❧ [Text or Publication Number Note:] Spurlock 1913.14.1506; CDLI P421358 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Light Brown (5YR 6.5/4) Dark Gray (N 3/ 6.6% R) ❧ [Physical Object Note:] 10.1 x 6.9 x 2.9 cm (213g)
DOI: 10.15468/dl.c88rqz
title: Occurrence Download

description: A dataset containing 12975 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania micrantha Kunth"
 ]
}

 The dataset includes 12975 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235809-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gpsg9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia sancti Hieron."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029402-230810091245214/datasets/export for details.
DOI: 10.15468/dl.v9dcmk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio arnoldiana Vane-Wright, 1995"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009067-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112048795
title: Cuneiform Tablet 1913.14.1506, Spurlock 1913.14.1506

description: [Text Description:] Account concerning silver, barley, and refined bitumen ❧ [Text or Publication Number Note:] Spurlock 1913.14.1506; CDLI P421358 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Light Brown (5YR 6.5/4) Dark Gray (N 3/ 6.6% R) ❧ [Physical Object Note:] 10.1 x 6.9 x 2.9 cm (213g)
DOI: 10.15468/dl.5hzzns
title: Occurrence Download

description: A dataset containing 809005 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passerina caerulea (Linnaeus, 1758)"
 ]
}

 The dataset includes 809005 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0410015-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7tyhn
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Schinus molle L.",
 "Year 1970-2022"
 ]
}

 The dataset includes 369 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233036-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29304914
title: global_macroinvertebrate_surrogacy.7z

description: Data from the article Biodiversity surrogates in freshwater environments: what determines their effectiveness? submitted to the journal Science of the Total EnvironmentThe data used in the article are already published and publicly available, with those publications properly cited in the supplementary material. Nonetheless, we make the compiled data and associated metadata available as a compressed folder containing a .RDS file called “ecoregions_list_comp.RDS”, which is a list that stores data from the 51 study ecoregions in wide format. The zipped folder also contains a .xlsx file called “metadata.xlsx” with metadata information for each of the 47 data sources.For questions, contact ewilsub@gmail.com<br><br><br>ABSTRACT<br>Biodiversity surrogates, such as the Indicator Species Approach (ISA) and Higher-Taxon Approach (HTA), offer cost-effective alternatives to species-level identification. However, their reliability varies across studies. This article presents a large-scale evaluation of ISA and HTA using nearly 10,000 freshwater macroinvertebrate assemblages. We focused on two common surrogates: the EPT (Ephemeroptera, Plecoptera, Trichoptera) group as a proxy for the entire macroinvertebrate community (ISA), and family-level data as a proxy for species-level data (HTA).We tested whether sampling effort, the intrinsic community characteristicsspecies:higher-taxon ratio, the proportional abundance of the most common species (i.e., community evenness, or environmental factors (human pressures, climate), or sampling effort influence surrogate performance. Both ISA and HTA reliably represented alpha diversity and community structure, but performance was strongly context-dependent. Generalized additive models showed that intrinsic characteristics were the main drivers of surrogate efficacy. A high species:higher-taxon ratio negatively affected family-based surrogates, indicating better performance in regions with fewer species per family. Community evenness had a positive effect, improving the reliability of family-based surrogates in communities dominated by a few species. Sampling effort also influenced the performance of EPT-based surrogates, improving congruence with species-level data under greater effort. Importantly, environmental variables had no significant effect, suggesting these surrogates are robust across broad environmental gradients; however, finer-scale studies that incorporate local, site-specific environmental variables – such as water quality parameters – remain necessary to fully assess the general applicability of these approaches. Our findings highlight that surrogate performance depends not on the method alone, but on taxonomic resolution, community structure, and sampling intensity. By identifying these mechanisms, we offer practical guidance for improving surrogate-based biomonitoring. Careful, site-specific selection of surrogate methods is essential to ensure accurate biodiversity assessments.<br>
DOI: 10.6084/m9.figshare.29304914.v1
title: global_macroinvertebrate_surrogacy.7z

description: Data from the article Biodiversity surrogates in freshwater environments: what determines their effectiveness? submitted to the journal Science of the Total EnvironmentThe data used in the article are already published and publicly available, with those publications properly cited in the supplementary material. Nonetheless, we make the compiled data and associated metadata available as a compressed folder containing a .RDS file called “ecoregions_list_comp.RDS”, which is a list that stores data from the 51 study ecoregions in wide format. The zipped folder also contains a .xlsx file called “metadata.xlsx” with metadata information for each of the 47 data sources.For questions, contact ewilsub@gmail.com<br><br><br>ABSTRACT<br>Biodiversity surrogates, such as the Indicator Species Approach (ISA) and Higher-Taxon Approach (HTA), offer cost-effective alternatives to species-level identification. However, their reliability varies across studies. This article presents a large-scale evaluation of ISA and HTA using nearly 10,000 freshwater macroinvertebrate assemblages. We focused on two common surrogates: the EPT (Ephemeroptera, Plecoptera, Trichoptera) group as a proxy for the entire macroinvertebrate community (ISA), and family-level data as a proxy for species-level data (HTA).We tested whether sampling effort, the intrinsic community characteristicsspecies:higher-taxon ratio, the proportional abundance of the most common species (i.e., community evenness, or environmental factors (human pressures, climate), or sampling effort influence surrogate performance. Both ISA and HTA reliably represented alpha diversity and community structure, but performance was strongly context-dependent. Generalized additive models showed that intrinsic characteristics were the main drivers of surrogate efficacy. A high species:higher-taxon ratio negatively affected family-based surrogates, indicating better performance in regions with fewer species per family. Community evenness had a positive effect, improving the reliability of family-based surrogates in communities dominated by a few species. Sampling effort also influenced the performance of EPT-based surrogates, improving congruence with species-level data under greater effort. Importantly, environmental variables had no significant effect, suggesting these surrogates are robust across broad environmental gradients; however, finer-scale studies that incorporate local, site-specific environmental variables – such as water quality parameters – remain necessary to fully assess the general applicability of these approaches. Our findings highlight that surrogate performance depends not on the method alone, but on taxonomic resolution, community structure, and sampling intensity. By identifying these mechanisms, we offer practical guidance for improving surrogate-based biomonitoring. Careful, site-specific selection of surrogate methods is essential to ensure accurate biodiversity assessments.<br>
DOI: 10.15468/dl.kwtk2h
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BOL.8.4.4_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Myracrodruon urundeuva"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001736-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqfb6y
title: Occurrence Download

description: A dataset containing 689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyachyrus"
 ]
}

 The dataset includes 689 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001737-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duectp
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus blakei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 235 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001738-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rewfx
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipterygina cupreotincta Sugi, 1954",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 76 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202459-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6jm2v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zaitzeviaria kuriharai Kamite, Ogata & Satô, 2006",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219681-220831081235567/datasets/export for details.
DOI: 10.15468/dl.czy6sb
title: Occurrence Download

description: A dataset containing 1765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((113.46803 30.98588,141.52160 30.98588,141.52160 42.21211,113.46803 42.21211,113.46803 30.98588))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Imperata cylindrica (L.) P.Beauv.",
 "Year 1794-2022"
 ]
}

 The dataset includes 1765 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201498-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naz37e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kessleria insulella Moriuti, 1977",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219691-220831081235567/datasets/export for details.
DOI: 10.15468/dl.2twqfm
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Batrachospermum confusum (Bory de Saint-Vincent) Hassal"
 ]
}

 The dataset includes 71 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202460-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnnsc7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia dentata Michx.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201500-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3ndxj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapodisma yasumatsui Yamasaki, 1980",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219714-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn9xr2
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cladopus doianus (Koidz.) Kôriba",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201521-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz8cw2
title: Occurrence Download

description: A dataset containing 191045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus L."
 ]
}

 The dataset includes 191045 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202462-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njnfbc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betacixius obliquus Matsumura, 1914",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219703-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tr2xx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptogaster trimucronotata Hermann, 1917",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202502-220831081235567/datasets/export for details.
DOI: 10.15468/dl.rt29g9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Horithyatira decorata (Moore, 1881)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202477-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d9a4e
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum senkakuinsulare Hatus.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201513-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5kmem
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Sericossypha albocristata (Lafresnaye, 1843)",
 "Year 1000-2022"
 ]
}

 The dataset includes 943 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219692-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqvzzp
title: Occurrence Download

description: A dataset containing 3057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhopalus maculatus (Fieber, 1837)"
 ]
}

 The dataset includes 3057 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202503-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yf93k
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Margaritaria indica (Dalzell) Airy Shaw",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201516-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znc8xq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torleya japonica (Gose, 1980)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202505-220831081235567/datasets/export for details.
DOI: 10.15468/dl.6d9v2s
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clausena dunniana H.Lév."
 ]
}

 The dataset includes 128 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247601-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gr8ua
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenus melanarius Stephens, 1833",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 297 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219695-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skrrm7
title: Occurrence Download

description: A dataset containing 2318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polycelis felina (Dalyell, 1814)"
 ]
}

 The dataset includes 2318 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202513-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qf82u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrobryum puncticulatum Koidz.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201522-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pvg37
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bradycellus subditus (Lewis, 1879)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202533-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pec7je
title: Occurrence Download

description: A dataset containing 10300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum rostratum Dunal"
 ]
}

 The dataset includes 10300 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219712-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.