cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yaxyz9
title: Occurrence Download

description: A dataset containing 12612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "StateProvince is one of (sichuan, SICHUAN PROV.)",
 "TaxonKey is one of (Macaca thibetana (A.Milne-Edwards, 1870), Macaca mulatta (Zimmermann, 1780), Elaphodus cephalophus Milne-Edwards, 1872, Capricornis sumatraensis (Bechstein, 1799), Ursus thibetanus G, Vulpes vulpes (Linnaeus, 1758), Martes flavigula (Boddaert, 1785), Pucrasia macrolopha (R.Lesson, 1829), Ithaginis cruentus (Hardwicke, 1821), Tetraogallus tibetanus Gould, 1854, Tragopan temminckii (J.E.Gray, 1831), Chrysolophus pictus (Linnaeus, 1758), Falco tinnunculus Linnaeus, 1758, Falco peregrinus Tunstall, 1771, Accipiter gentilis (Linnaeus, 1758), Accipiter nisus (Linnaeus, 1758), Buteo hemilasius Temminck & Schlegel, 1844, Buteo japonicus Temminck & Schlegel, 1844, Accipiter trivirgatus (Temminck, 1824), Gyps himalayensis Hume, 1869, Ianthocincla maxima (J.Verreaux, 1871), Garrulax lunulatus (J.Verreaux, 1870), Garrulax ocellatus (Vigors, 1831), Trochalopteron elliotii J.Verreaux, 1870, Leiothrix lutea (Scopoli, 1786))",
 "Year 2005-2025"
 ]
}

 The dataset includes 12612 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030242-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4md3jj
title: Occurrence Download

description: A dataset containing 807209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium myrtillus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 807209 records from 1162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030234-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s62r5g86fv.1
title: Pretraind DDPG agent for energy management of residential power system & 18-hour PV generation, load, and temperature dataset

description: Test data sample and DDPG agent of FREMS
DOI: 10.6084/m9.figshare.28381439
title: Hurleg Lake Data

description: <b>1,200 years of hydroclimate variability in the eastern Qaidam Basin and its future implications</b>
DOI: 10.6084/m9.figshare.28381439.v1
title: Hurleg Lake Data

description: <b>1,200 years of hydroclimate variability in the eastern Qaidam Basin and its future implications</b>
DOI: 10.15468/dl.dmrp94
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum herba-bona"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028898-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5naptn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puntigrus tetrazona",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036187-251025141854904/datasets/export for details.
DOI: 10.15468/dl.tqs5ju
title: Occurrence Download

description: A dataset containing 59268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-74.22112 11.08991,-74.12025 11.09075,-74.12035 11.09199,-74.12152 11.10362,-74.12218 11.11587,-74.12877 11.1754,-74.22798 11.17065,-74.22112 11.08991))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 59268 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036158-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23n2y8
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.0688 26.84913, -109.9188 26.84913, -109.9188 26.99913, -110.0688 26.99913, -110.0688 26.84913))"
 ]
}

 The dataset includes 230 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036188-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9286h
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anodorhynchus leari"
 ]
}

 The dataset includes 1066 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036189-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nz5frt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puntius sealei",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036190-251025141854904/datasets/export for details.
DOI: 10.15468/dl.vyy9g2
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.9188 26.84913, -109.7688 26.84913, -109.7688 26.99913, -109.9188 26.99913, -109.9188 26.84913))"
 ]
}

 The dataset includes 84 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036191-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/6j2rb
title: Predicting the hotspot location and motor threshold prior to transcranial magnetic stimulation using electric field modelling - data

description: The data for Figure 5 of the article. Contains the active motor threshold values and induced electric fields on the template brain.
DOI: 10.15468/dl.5xk2b2
title: Occurrence Download

description: A dataset containing 36817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36817 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006137-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt35ms
title: Occurrence Download

description: A dataset listing the 285723 species recorded in GBIF matching the query:
{
 "and" : [
 "Year is 2022",
 "BasisOfRecord is Human Observation",
 "TaxonomicStatus is Accepted"
 ]
}

 The dataset's 285723 records were derived from 6606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006138-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhs4xy
title: Occurrence Download

description: A dataset containing 1898289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2006",
 "Month is April"
 ]
}

 The dataset includes 1898289 records from 576 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002449-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddzz7s
title: Occurrence Download

description: A dataset containing 63508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tursiops truncatus (Montagu, 1821)",
 "HasCoordinate is true",
 "Geometry POLYGON((-6.000000 30.000000, -6.000000 47.000000, 42.000000 47.000000, 42.000000 30.000000, -6.000000 30.000000))"
 ]
}

 The dataset includes 63508 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002451-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8ya-j28-g0x
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q7j-erz-mhm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zc7-cd2-zgq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/frd-bws-f1v
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9z-fp0-gvj
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5al-np9-gs4
title: Neohibolites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sy0-402-3g0
title: Arvicolinae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x67-efa-sm5
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1cy-qma-jjp
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q07-96k-ed3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7zc-gvf-h5z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ea8-3tr-xzf
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lx0-maw-zqq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3d-phl-fek
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kle-1wh-kda
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rxz-mk3-50g
title: Finmarchinella (Barentsovia) angulata (Sars, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yne-qnw-5e7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vl5-9cm-78c
title: Neohibolites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsv-26d-f3k
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s52-ba2-36f
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5b-amp-h2w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16905183
title: anon_to_zenodo

description: automatic anonymization and uplaod to zenodo
DOI: 10.5281/zenodo.16905216
title: anon_to_zenodo

description: automatic anonymization and uplaod to zenodo
DOI: 10.3535/e23-zc1-rjd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fw-d1d-0f6
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4j-bcw-mzr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fj4-bte-kgd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2h-gd3-ftj
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnb-mvb-5f4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnr-6ps-6qa
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16903949
title: Functional Fusion: HCP unrelated 100 - task fMRI

description: Human connectome project - unrelated 100 subjects.

This package contains only the task data from 45 subjects from the release.


Installation and use:

The dataset is preprocessed and organized to be used with the Functional Fusion Frawework (Please see: https://github.com/DiedrichsenLab/Functional_Fusion).

Unpack the files into your basedirectory, into a folder called "HCPur100". The subject.zip files need to be unpacked into ``derivatives/ffimport`` folder.


To automatically load the dataset with ``Functional_Fusion.dataset.get_data``, you need to add the dataset information into ``dataset_description.tsv`` into your basedirectory. See https://functional-fusion.readthedocs.io/en/latest/05import.html for details.
DOI: 10.3535/5bv-2a1-67p
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fka-sdd-bbk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16903948
title: Functional Fusion: HCP unrelated 100 - task fMRI

description: Human connectome project - unrelated 100 subjects.

This package contains only the task data from 45 subjects from the release.


Installation and use:

The dataset is preprocessed and organized to be used with the Functional Fusion Frawework (Please see: https://github.com/DiedrichsenLab/Functional_Fusion).

Unpack the files into your basedirectory, into a folder called "HCPur100". The subject.zip files need to be unpacked into ``derivatives/ffimport`` folder.


To automatically load the dataset with ``Functional_Fusion.dataset.get_data``, you need to add the dataset information into ``dataset_description.tsv`` into your basedirectory. See https://functional-fusion.readthedocs.io/en/latest/05import.html for details.
DOI: 10.3535/4rx-8ky-d3e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9f-4p5-f11
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzc-7aa-p15
title: Terebratula Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sge-xh3-3aw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r85-8bs-yb2
title: Arcestes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dnh-63s-c79
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krd-bj5-tp3
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7j-8x8-248
title: †Heteromiliola decorata (Cushman, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/drl-db0-6lj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3fy-ttz-xe9
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v14-f21-acg
title: Himantoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g0x-pc0-wtx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7274/28792604
title: Ecological Influences on the Frequency of Alternative Reproductive Tactics in Bluegill Sunfish Across 25 Lakes

description: Alternative reproductive tactics (ARTs) in bluegill sunfish (Lepomis macrochirus) provide a striking example of polymorphic mating strategies, with males adopting either a parental or parasitic tactic. Despite the recognized presence of these distinct morphs, little is known about how their relative frequencies vary across populations or what ecological and evolutionary forces drive their variation. To address this gap, we examined the variation in the parental-to-parasite ratio across 25 lakes and explored how lake-specific environmental factors shape this variation. We identified a length-based cutoff to distinguish parental from parasitic males by analyzing the size distribution of mature males. We then assessed the effects of bluegill density, predator density, dissolved organic carbon, and chlorophyll a concentration on the parental-to-parasite ratio. Our results revealed significant differences in ART ratios among lakes, and ART frequencies were associated with ecological conditions, with resource availability positively and conspecific density marginally negatively related to parasitic tactics. Together, these patterns support the hypothesis that competition—manifesting as a trade-off between resource abundance and population density—influences the expression of ARTs. However, further research is necessary to determine whether these patterns reflect stable evolutionary strategies over time or context-dependent plasticity.
DOI: 10.7274/28792604.v1
title: Ecological Influences on the Frequency of Alternative Reproductive Tactics in Bluegill Sunfish Across 25 Lakes

description: Alternative reproductive tactics (ARTs) in bluegill sunfish (Lepomis macrochirus) provide a striking example of polymorphic mating strategies, with males adopting either a parental or parasitic tactic. Despite the recognized presence of these distinct morphs, little is known about how their relative frequencies vary across populations or what ecological and evolutionary forces drive their variation. To address this gap, we examined the variation in the parental-to-parasite ratio across 25 lakes and explored how lake-specific environmental factors shape this variation. We identified a length-based cutoff to distinguish parental from parasitic males by analyzing the size distribution of mature males. We then assessed the effects of bluegill density, predator density, dissolved organic carbon, and chlorophyll a concentration on the parental-to-parasite ratio. Our results revealed significant differences in ART ratios among lakes, and ART frequencies were associated with ecological conditions, with resource availability positively and conspecific density marginally negatively related to parasitic tactics. Together, these patterns support the hypothesis that competition—manifesting as a trade-off between resource abundance and population density—influences the expression of ARTs. However, further research is necessary to determine whether these patterns reflect stable evolutionary strategies over time or context-dependent plasticity.
DOI: 10.15468/dl.g2cgsc
title: Occurrence Download

description: A dataset containing 2644505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 1982"
 ]
}

 The dataset includes 2644505 records from 540 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002050-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15271870
title: Heartbeat timeseries data
DOI: 10.5281/zenodo.15271871
title: Heartbeat timeseries data
DOI: 10.15468/dl.n9s6m2
title: Occurrence Download

description: A dataset containing 184495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Myodes glareolus (Schreber, 1780)"
 ]
}

 The dataset includes 184495 records from 778 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012024-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/f76q1whk
title: Point Raw Glaciological Data: Ablation Stake, Snow Pit, and Probed Snow Depth Data on USGS Benchmark Glaciers

description: This dataset contains point raw glaciological field data. Snow pit and snow core data give detailed information on snow density through the measured snow column. Snow depth measurements are collected via snow probe and in some snow pits or snow cores that extend the full depth of the snowpack to the glacier's surface. Ablation stakes allow point measurement of both snow depth and snow melt against the reference of the labeled stake. Draw wires provide additional measurements of snow and ice melt, against the invariant reference of the labeled wire. It is used to calculate point mass balance, or the mass balance at a specified location on the glacier.