cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5xmyse
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neomyzus circumflexus"
 ]
}

 The dataset includes 241 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005246-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sru2wp
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amynthas gracilis"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005248-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnu7yy
title: Occurrence Download

description: A dataset containing 2408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telchinia issoria"
 ]
}

 The dataset includes 2408 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005250-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/hctqup
title: Computer simulation results of three piston expander for Compressed Air Energy storage

description: The computer simulations as sensitivity analysis was conducted to examine the effects of piston speed, piston diameter, cut-off ratio, and supply pressure on the mechanical power at the expander shaft and the power conversion efficiency during air expansion. For this purpose, simulations were carried out for various points (different load torque) of the expander operation for specific construction (piston diameter) and process parameters (supply pressure, cut off ratio). Then, the simulation for specific operating points was averaged over the period of fixed expander operation in order to plot the operating characteristics of power, efficiency, torque and volumetric flow versus rotational speed.
DOI: 10.15468/dl.ewqfrk
title: Occurrence Download

description: A dataset containing 3967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branchiura",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3967 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005251-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyer8k
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perichaeta hupeiensis"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005252-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.autz97
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neoechinorhynchus qatarensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005253-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvg9uh
title: Occurrence Download

description: A dataset containing 15186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.47356 48.09735,61.96032 46.83889,64.47723 67.53356,22.38876 67.81321,18.47356 48.09735))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anguis colchica"
 ]
}

 The dataset includes 15186 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005254-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ynvhs
title: Occurrence Download

description: A dataset containing 1536 records in GBIF matching the query:
SELECT
 '562' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 56.135291543055025
 AND decimalLatitude &lt;= 61.2993700571118
 AND decimalLongitude &gt;= 151.10571395540134
 AND decimalLongitude &lt;= 174.0293354903781
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 1536 records were derived from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005240-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yusa37
title: Occurrence Download

description: A dataset containing 693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ziziphus jujuba spinosa"
 ]
}

 The dataset includes 693 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005255-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zpgnp
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perichaeta morrisi"
 ]
}

 The dataset includes 60 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005256-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy2p6j
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perichaeta birmanica"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005257-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws2sw4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spiracanthus bovichthys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005260-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd7dnz
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perichaeta posthuma"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005259-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18410720
title: Data set of Assessing the Performance of the IRI-2020 Model Against Swarm Satellite Observations of Ionospheric Electron Density during Geomagnetic Storms
DOI: 10.5281/zenodo.18410721
title: Data set of Assessing the Performance of the IRI-2020 Model Against Swarm Satellite Observations of Ionospheric Electron Density during Geomagnetic Storms
DOI: 10.15468/dl.9xcjb7
title: Occurrence Download

description: A dataset containing 3907 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Intsia bijuga"
 ]
}

 The dataset includes 3907 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005261-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mbysm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Filopaludina polygramma"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005265-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfedtp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorhadinorhynchus deeghai",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005266-260126135527185/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14660568
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.ewgdbj
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterygoplichthys multiradiatus"
 ]
}

 The dataset includes 288 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005267-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28xpwj
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "DatasetKey is one of (2023 insect_specimen_DNSM_914, niek_2022, International Barcode of Life project (iBOL), NATURING_CS_Observation_Dataset, iNaturalist Research-grade Observations, 2021_nsmk_biodiversity_in_13400, 2022_kbif_joint_survey_insect_specimen_information_knam_1250, 2022_nsmk_biodiversity_observations_in_1776)",
 "TaxonKey is Chironomidae",
 "Year 2016-2025"
 ]
}

 The dataset includes 61 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005268-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16534919
title: Transposable elements contribute to climate change adaptation in the wild Amur grape (Vitis amurensis)

description: Transposable elements (TEs), discovered as “jumping genes” by Barbara McClintock in 1948, are increasingly recognized as key contributors of plant evolution. However, their potential roles in climatic adaptation remain unclear. Here, we construct a graph pangenome reference (Vampan_V1.0) and generate a variant map comprising 48,308,434 short variants and 127,094 TE-associated structural variants (TEVs) using deep resequencing data from 330 samples across 31 natural populations in the distributional range of the Amur grape (Vitis amurensis Rupr.). We discover a biased accumulation of SNPs around TEVs and identify 823 candidate adaptive genes associated with climate variables. Using machine learning-based genetic offset models, we further show that putative adaptive TEVs significantly reduce genetic offsets by 7.3% to 8.2%. Our study highlights the impact of TEVs on genetic diversity, local adaptation, and resilience to future climate change, providing insights into utilizing crop wild relatives in climate-resilient crop breeding.
DOI: 10.5281/zenodo.16534920
title: Transposable elements contribute to climate change adaptation in the wild Amur grape (Vitis amurensis)

description: Transposable elements (TEs), discovered as “jumping genes” by Barbara McClintock in 1948, are increasingly recognized as key contributors of plant evolution. However, their potential roles in climatic adaptation remain unclear. Here, we construct a graph pangenome reference (Vampan_V1.0) and generate a variant map comprising 48,308,434 short variants and 127,094 TE-associated structural variants (TEVs) using deep resequencing data from 330 samples across 31 natural populations in the distributional range of the Amur grape (Vitis amurensis Rupr.). We discover a biased accumulation of SNPs around TEVs and identify 823 candidate adaptive genes associated with climate variables. Using machine learning-based genetic offset models, we further show that putative adaptive TEVs significantly reduce genetic offsets by 7.3% to 8.2%. Our study highlights the impact of TEVs on genetic diversity, local adaptation, and resilience to future climate change, providing insights into utilizing crop wild relatives in climate-resilient crop breeding.
DOI: 10.6084/m9.figshare.31178389
title: <b>Developing a Setswana Grammar Checker: Advancing Language Practice and Applied Linguistics via NLP</b>

description: <b>Abstract: </b>This paper presents the development of a grammar checking system for Setswana, a Southern Bantu language widely spoken in Southern Africa but lacking foundational natural language processing (NLP) tools. Despite its official status in Botswana and South Africa and substantial speaker population, Setswana remains underrepresented in digital language technologies. Addressing this gap, we introduce a grammar checker based on a Long Short-Term Memory (LSTM), designed to classify declarative sentences as grammatically correct or incorrect. The system was trained on a manually curated and annotated corpus of 1,700 Setswana sentences, capturing key morphosyntactic patterns characteristic of the language. Achieving a classification accuracy of 96%, the model demonstrates the viability of neural approaches for applied linguistic tasks in low-resource settings. This work contributes to applied language practice by supporting grammar teaching, educational technologies, and digital literacy for Setswana, and offers a scalable framework for enhancing language resources across the Southern African linguistic landscape
DOI: 10.6084/m9.figshare.31178389.v1
title: <b>Developing a Setswana Grammar Checker: Advancing Language Practice and Applied Linguistics via NLP</b>

description: <b>Abstract: </b>This paper presents the development of a grammar checking system for Setswana, a Southern Bantu language widely spoken in Southern Africa but lacking foundational natural language processing (NLP) tools. Despite its official status in Botswana and South Africa and substantial speaker population, Setswana remains underrepresented in digital language technologies. Addressing this gap, we introduce a grammar checker based on a Long Short-Term Memory (LSTM), designed to classify declarative sentences as grammatically correct or incorrect. The system was trained on a manually curated and annotated corpus of 1,700 Setswana sentences, capturing key morphosyntactic patterns characteristic of the language. Achieving a classification accuracy of 96%, the model demonstrates the viability of neural approaches for applied linguistic tasks in low-resource settings. This work contributes to applied language practice by supporting grammar teaching, educational technologies, and digital literacy for Setswana, and offers a scalable framework for enhancing language resources across the Southern African linguistic landscape
DOI: 10.6084/m9.figshare.31179325
title: ALDD-4C: Apple Leaf Disease Detection Dataset

description: <b>Description:</b> The ALDD-4C dataset contains 4,894 images of apple leaves representing four disease categories: Alternaria blotch, frogeye leaf spot, gray leaf spot, and rust.
DOI: 10.6084/m9.figshare.31179325.v1
title: ALDD-4C: Apple Leaf Disease Detection Dataset

description: <b>Description:</b> The ALDD-4C dataset contains 4,894 images of apple leaves representing four disease categories: Alternaria blotch, frogeye leaf spot, gray leaf spot, and rust.
DOI: 10.15468/dl.5t82qz
title: Occurrence Download

description: A dataset containing 673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paracaesio xanthura",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 673 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005269-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4avcz7
title: Occurrence Download

description: A dataset containing 3775224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3775224 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005211-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n79nz7
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deudorix smilis"
 ]
}

 The dataset includes 264 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005270-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/nckzoz
title: Seasonal variability, sources and markers of the impact of PAHs-bonded PM10 on health during the COVID-19 pandemic in Krakow - research data

description: The supplementary files expand the methodological, analytical and diagnostic content presented in the main article, providing reference materials, extended tables, chromatographic details and additional figures supporting the interpretation of PAH concentrations, diagnostic ratios, and data quality assessment.
DOI: 10.15468/dl.k6zpnf
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cauloramphus spiniferum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 742 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005271-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15607671
title: NLArchTest-real-world-project

description: Dataset for NLArchTest
DOI: 10.5281/zenodo.18410800
title: NLArchTest-real-world-project

description: Dataset for NLArchTest
DOI: 10.15468/dl.dv2tqm
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "TaxonKey is Rana asiatica"
 ]
}

 The dataset includes 130 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005273-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzg3rk
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nycticebus bengalensis"
 ]
}

 The dataset includes 187 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-260126135527185/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.29242916
title: <b>Differential reshaping effects of invasive plants on soil metabolites and the biota contribute to their competitive performance</b>

description: The file " Figs, Table, Data and Code" provides the scripts and data used to conduct the analyses in Li et al., "Differential reshaping effects of invasive plants on soil metabolites and the biota contribute to their competitive performance" (2026).
DOI: 10.6084/m9.figshare.29242916.v1
title: <b>Differential reshaping effects of invasive plants on soil metabolites and the biota contribute to their competitive performance</b>

description: The file " Figs, Table, Data and Code" provides the scripts and data used to conduct the analyses in Li et al., "Differential reshaping effects of invasive plants on soil metabolites and the biota contribute to their competitive performance" (2026).
DOI: 10.15468/dl.f8arm3
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aesopus clausiliformis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 230 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005275-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkyb2e
title: Occurrence Download

description: A dataset containing 4236 records in GBIF matching the query:
SELECT
 '563' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 61.2993700571118
 AND decimalLatitude &lt;= 66.79314043790278
 AND decimalLongitude &gt;= -179.6007845926416
 AND decimalLongitude &lt;= -150.2980624689629
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 4236 records were derived from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005263-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.