cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dd.2ewxdr
title: GBIF-derived occurrence records of tropical Asian butterflies: 1970-2021

description: GBIF-derived occurrence records of tropical Asia's butterflies. 

The linked collated dataset (available on Figshare) is partially derived from GBIF data and is supplemented with data from published literature and other databases. This dataset consists of 303,176 occurrence records for 3,270 species.

Methods: We downloaded GBIF occurrence records for Rhopalocera (Lepidoptera: Nymphalidae, Papilionidae, Lycaenidae, Pieridae, Hesperiidae, Riodinidae) in southeast Asia (-11.426 – 35.64 N, 67.588 – 174.990 E) for the years 1970-2021. We included only “occurrence present” records derived from human observation, living specimen, preserved specimen, material sample, or literature, provided they had associated coordinates. We omitted all records with &gt;100,000m coordinate uncertainty, so-called “fuzzy” taxon matches, and records for which the scientific name was missing or incomplete, unless nomenclature could be extracted using a BOLD identifier (boldsystems.org/). This resulted in a final number of GBIF records = 244,362. We also extracted data from the B2D2 Database of Butterflies for Borneo provided by the JKH/the Darwin Initiative (n = 19,417), and a dataset for Bangladesh provided by SC (Chowdhury et al. 2021) (n = 18,278). Pre-1970 data were omitted where possible from all sources. To fill geographic gaps, we conducted targeted search of the published literature in English and Chinese where these gaps were located, adding an additional 21,119 records.

To minimize errors resulting from the presence of numerous synonyms across collated datasets, we used the Catalogue of Life (COL; catalogueoflife.org/) to identify the presently “accepted” or “provisionally accepted” nomenclature for each species. For species not included in COL, we identified accepted nomenclature using National Center for Biotechnology Information (ncbi.nlm.nih.gov/), Encyclopedia of Life (eol.org/), or A Checklist of Butterflies in Indo-China (yutaka.it-n.jp/), in that order. Final synonym harmonization, validation, and authority assignment was conducted by David J. Lohman using a taxonomic reference prepared by Gerardo Lamas.

This dataset was prepared using data from two GBIF downloads: 
GBIF.org (5 May 2021) https://doi.org/10.15468/dl.dvvyzh
GBIF.org (4 August 2021) https://doi.org/10.15468/dl.n8qdt2
DOI: 10.15468/dl.vvr66f
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.15452 41.73776,-124.83548 41.68731,-124.58327 40.19928,-123.1709 37.95461,-120.54792 34.19669,-118.17715 32.50688,-114.46967 32.75909,-114.97408 33.44006,-117.26919 34.80199,-120.06872 36.92055,-121.25411 38.50947,-121.93507 41.73776,-124.15452 41.73776))",
 "TaxonKey is Ceanothus oliganthus subsp. sorediatus (Hook. & Arn.) C.L.Schmidt"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016579-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7dh3g
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Beckmannia syzigachne (Steud.) Fernald"
 ]
}

 The dataset includes 73 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016580-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdaqrs
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Veronica anagallis-aquatica L."
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016581-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv2ugf
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mentha canadensis L."
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016582-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww8cgz
title: Occurrence Download

description: A dataset containing 575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coryphaenoides nasutus Günther, 1877",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 575 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016583-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8a66pr
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Citrus ichangensis Swingle"
 ]
}

 The dataset includes 75 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016584-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw8aka
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new polytypic species of yellow-shouldered bats, genus Sturnira (Mammalia: Chiroptera: Phyllostomidae), from the Andean and coastal mountain systems of Venezuela and Colombia"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016586-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtgy58
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microstomus achne (Jordan & Starks, 1904)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 219 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016585-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ap4b-c439
title: (IRTSD-Datasetv1)-Indian Road Traffic Sign Detection dataset

description: The advancement of machine and deep learning methods in traffic sign detection is critical for improving road safety and developing intelligent transportation systems. However, the scarcity of a comprehensive and publicly available dataset on Indian traffic has been a significant challenge for researchers in this field. To reduce this gap, we introduced the Indian Road Traffic Sign Detection dataset (IRTSD-Datasetv1), which captures real-world images across diverse conditions. Our dataset consists of 5141 images spanning 37 traffic sign classes, collected from over 90 cities in India, with varying distances and lighting conditions, using mobile phones. To demonstrate the effectiveness of our dataset, we evaluated it using YOLOv8, YOLOv10, and RT-DETR algorithms, achieving a mean average precision (mAP) of up to 98.25%. We believe that our dataset provides a solid foundation for future research in traffic sign detection or any computer vision task, contributing to significant advancements in this field.
DOI: 10.15468/dl.xk92b2
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meretrix lusoria (Röding, 1798)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 228 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016587-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ksj4h
title: Occurrence Download

description: A dataset containing 70801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calidris alpina (Linnaeus, 1758)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70801 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016591-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12653775
title: Dataset #2 related to article "NaCl enhances CD8+ T-cell effector functions in cancer immunotherapy"

description: CD8+ T cells control tumors but inevitably become dysfunctional. Ionic metabolism is emerging as a regulator of CD8+ T cells in anti-tumor immunity. We show that sodium chloride (NaCl) counteracts T-cell dysfunction to promote cancer regression. NaCl supplementation during CD8+ T-cell culture induced potent effector differentiation, IFN-g production and cytotoxicity while maintaining gene networks responsible for stem-like plasticity. Accordingly, adoptive transfer of tumor-specific T cells resulted in superior anti-tumor immunity in a humanized model. In mice, high-salt diet reduced growth of experimental tumors in a CD8+ T cell-dependent manner, by inhibiting terminal differentiation, and by enhancing the effector potency of CD8+ T cells. Mechanistically, NaCl enhanced glutamine consumption that was critical for transcriptional, epigenetic and functional reprogramming. In humans, CD8+ T cells undergoing antigen recognition in tumors and predicting favorable response to checkpoint blockade immunotherapy resembled those induced by NaCl. Thus, NaCl metabolism is a major regulator of CD8+ T-cell effector function, with potential translation in cancer immunotherapy.
DOI: 10.5281/zenodo.11207789
title: Dataset #2 related to article "NaCl enhances CD8+ T-cell effector functions in cancer immunotherapy"

description: CD8+ T cells control tumors but inevitably become dysfunctional. Ionic metabolism is emerging as a regulator of CD8+ T cells in anti-tumor immunity. We show that sodium chloride (NaCl) counteracts T-cell dysfunction to promote cancer regression. NaCl supplementation during CD8+ T-cell culture induced potent effector differentiation, IFN-g production and cytotoxicity while maintaining gene networks responsible for stem-like plasticity. Accordingly, adoptive transfer of tumor-specific T cells resulted in superior anti-tumor immunity in a humanized model. In mice, high-salt diet reduced growth of experimental tumors in a CD8+ T cell-dependent manner, by inhibiting terminal differentiation, and by enhancing the effector potency of CD8+ T cells. Mechanistically, NaCl enhanced glutamine consumption that was critical for transcriptional, epigenetic and functional reprogramming. In humans, CD8+ T cells undergoing antigen recognition in tumors and predicting favorable response to checkpoint blockade immunotherapy resembled those induced by NaCl. Thus, NaCl metabolism is a major regulator of CD8+ T-cell effector function, with potential translation in cancer immunotherapy.
DOI: 10.15468/dl.e467uf
title: Occurrence Download

description: A dataset containing 2964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario Español de Especies Terrestres (MAGRAMA)",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 2964 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016595-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4884u
title: Occurrence Download

description: A dataset containing 28719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario Español de Especies Terrestres (MAGRAMA)",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 28719 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016594-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqvm3g
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Etelis coruscans Valenciennes, 1862",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016596-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acnc9a
title: Occurrence Download

description: A dataset containing 38040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario Español de Especies Terrestres (MAGRAMA)",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 38040 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016593-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1027
title: Ginger pasta satiety - raw data

description: Ginger is attributed with beneficial bioactivities including appetite suppression. We wanted to test the hypothesis that enriching wheat pasta with ginger powder would lead to sensory-associated satiety in humans.Ten healthy subjects consumed two samples of equal weight: control and ginger-enriched pasta (3%), on two occasions. Subjective feelings of satiety were assessed pre-consumption, immediately after and for 2 h post-consumption using a 7-point intensity scale. Results show that the ginger pasta sample had a similar satiety response compared to the control pasta up to 2 h after consumption. The results of this trial are reported in Wu, M., Gani, H., Viney, S., Ho, P. and Orfila, C. (2021), Effect of ginger-enriched pasta on acceptability and satiety. Int J Food Sci Technol. https://doi.org/10.1111/ijfs.15264
DOI: 10.15468/dl.8e4kjp
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.37543 41.54501,-125.0631 41.77423,-123.91699 38.56513,-120.30676 34.03801,-117.09766 32.8346,-113.77395 32.94921,-114.34701 33.63688,-118.12916 37.41903,-120.65059 41.71692,-124.37543 41.54501))",
 "TaxonKey is Ceanothus parvifolius (S.Watson) Trel."
 ]
}

 The dataset includes 308 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016599-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vycnz9
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cheilopogon pinnatibarbatus (Bennett, 1831)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016598-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73c424
title: Occurrence Download

description: A dataset containing 3804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "TaxonKey is Piper kadsura (Choisy) Ohwi"
 ]
}

 The dataset includes 3804 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016600-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.4jsqpb
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.7dyptq
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.gewj2f
title: List of Sinanodonta woodiana records in Europe, obtained from GBIF database and published sources, and used for species distribution modelling

description: Georeferenced records of the occurrence of invasive populations of S. woodiana in Europe were obtained from the Global Biodiversity Information Facility, from published sources searched in the Web of Science database using key words “Sinanodonta woodiana” and “Chinese pond mussel”, and “grey” literature. Population records from artificially heated reservoirs and repeated records were excluded from the search results.
DOI: 10.15468/dd.kd2ecv
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.tbrhek
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.pqnxjx
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.q8d475
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dl.72cn94
title: Occurrence Download

description: A dataset listing the 17932 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is A global database for the distributions of crop wild relatives"
 ]
}

 The dataset's 17932 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016589-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7axqmw
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muraenesox cinereus (Forsskål, 1775)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 205 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016601-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4ubdn
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sebastes baramenuke (Wakiya, 1917)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016602-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w729kp
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new polytypic species of yellow-shouldered bats, genus Sturnira (Mammalia: Chiroptera: Phyllostomidae), from the Andean and coastal mountain systems of Venezuela and Colombia"
 ]
}

 The dataset's 2 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016597-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfsc2y
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tursiops truncatus (Montagu, 1821)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 459 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016603-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.np63uw
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.x74e84
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.mezbz7
title: Data used in Dahal PR, Lumbierres M, Butchart SHM, Donald PF and Rondinini C (2021) A validation standard for Area of Habitat maps for terrestrial birds and mammals. Cold Spring Harbor Laboratory. Available at: https://doi.org/10.1101/2021.07.02.450824

description: Dataset counts based on filtered counts from rgbif
DOI: 10.15468/dd.8e9w25
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.gz9mg4
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.cjgy5b
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.zu7tfs
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.hzv3qr
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.xfrz9j
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.ph7xmt
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.r2q27k
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.3shkev
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.y5x69p
title: Modeling the effects of climate change on the habitat suitability of Mediterranean gorgonians

description: Summary of datasets used in [study](https://doi.org/10.1007/s10531-024-02779-z)
DOI: 10.15468/dd.e6uu69
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.z2kyz4
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.6p6ryn
title: Resource availability and disturbance frequency shape evolution of plant life forms in Neotropical habitats

description: Summary of datasets used in [study](https://doi.org/10.1111/nph.19601)
DOI: 10.15468/dd.z8bzw9
title: Test for derived dataset

description: This data was filtered using a fake protocol