cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/4y0-hy5-m74
title: †Nodosaria jonesi Richter, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8yc-arb-2fx
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wg-2tz-4rp
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.g4vsnz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanthillium cinereum",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081709-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tptn9r
title: Occurrence Download

description: A dataset containing 18479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania micrantha Kunth"
 ]
}

 The dataset includes 18479 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017249-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5930p717
title: MassIVE MSV000097808 - Comparative Analysis of Proteoform Clean-Up Methods for Improved Top-Down Proteomics
title: Top down sample preparation necessitates use of sodium dodecyl sulfate, which must be removed prior to liquid chromatography tandem mass spectrometry analysis. Methanol chloroform water precipitation provides an effective removal approach yet may reduce recovery of smaller proteoforms. Here, four commercial SDS cleanup alternatives were benchmarked against this method.
DOI: 10.15468/dl.j7rshd
title: Occurrence Download

description: A dataset containing 4373183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 4373183 records from 527 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017240-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q792qs
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.15_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elephas maximus Linnaeus, 1758",
 "Year 2000-2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017252-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwszpp
title: Occurrence Download

description: A dataset containing 107491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela erminea Linnaeus, 1758"
 ]
}

 The dataset includes 107491 records from 624 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017251-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myz6jc
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela eversmanii Lesson, 1827"
 ]
}

 The dataset includes 425 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017254-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbkzcu
title: Occurrence Download

description: A dataset containing 2372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((174.40458 -36.40253,174.75393 -36.34821,174.53945 -35.5811,174.18905 -35.65321,174.40458 -36.40253))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 2372 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017255-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14093125
title: Long-term Ruminant Livestock Distribution Datasets in Grazing Livestock Production Systems in China from 2000 to 2021 (CLRD-CLPS)

description: Understanding the spatiotemporal distribution of grazing livestock is crucial for assessing the sustainability of livestock systems, managing animal diseases, mitigating climate change risks, and controlling greenhouse gas emissions. In China, grazing ruminants are mostly distributed across the vast grasslands in semi-humid and alpine areas. However, existing datasets of gridded distribution of grazing ruminants in China do not distinguish grazing ruminants from other livestock production systems, nor capture their long-term and seasonal dynamics, and tend to overestimate grazing livestock distribution. This dataset uses the county-level data from the Grassland Ecological Protection Subsidies to differentiate grazing livestock from other forms of livestock rearing. Machine learning models were used to detect the seasonality of grazing pasture and mapping the China long-term annual ruminant livestock distribution in grazing livestock production systems from 2000 to 2021 (CLRD-GLPS). The model's internal ten-fold cross-validation results (adjusted R²) for cattle ranged from 0.850 to 0.952 and for sheep from 0.780 to 0.836. External validation using province-level livestock meat production data yielded Pearson correlation coefficients of 0.83-0.88 for cattle and 0.92-0.94 for sheep, respectively. The CLRD-GLPS dataset offers more detailed gridded information on local livestock distribution compared to census-based livestock distribution data. Additionally, when compared to the global Gridded Livestock of the World dataset, the CLRD-GLPS provides a longer time series and more accurate representation of actual livestock distribution patterns. Spatially, the largest cattle numbers on seasonal pastures were in the south-eastern edge of the Qinghai-Tibet Plateau (QTP), while the largest sheep numbers were in north-eastern Qinghai and Xinjiang. On year-round pastures, both cattle and sheep were most abundant in Inner Mongolia. Temporally (2000-2021), cattle numbers increased near the Three-River Source National Park and Helan Mountains, while sheep numbers decreased on seasonal pastures on the QTP, with no significant changes on year-round pastures in Inner Mongolia. The dataset provides essential information for understanding the spatio-temporal dynamics of grazing ruminants and formulating relevant livestock management policies, among other applications. This dataset is supported by the Second Tibetan Plateau Scientific Expedition and Research Program (STEP, grant no. 2019QZKK0906).
DOI: 10.5281/zenodo.15347430
title: CLRD-GLPS: A Long-term Seasonal Dataset of Ruminant Livestock Distribution in China's Grazing Production Systems (2000-2021) Using Stacking-based Interpretable Machine Learning

description: Understanding the spatial-temporal distribution of grazing livestock is crucial for assessing livestock system sustainability, managing animal diseases, mitigating climate change risks, and controlling greenhouse gas emissions. In China, grazing ruminants are predominantly distributed across vast grasslands in semi-humid and alpine regions. However, existing gridded livestock distribution datasets fail to distinguish between grazing and other livestock production systems and do not simultaneously account for long-term and seasonal dynamics. This study introduces CLRD-GLPS, a comprehensive dataset mapping China's ruminant livestock distribution in grazing livestock production systems from 2000 to 2021. Our approach addresses limitations in existing datasets by integrating interpretable machine learning methods to segment grazing livestock from total livestock populations and generate seasonal grazing pastures with dynamic grazing suitability masks. We developed a stacking-based ensemble methodology that enhances predictive performance while providing insights into distribution mechanisms. The stacking ensemble models demonstrate robust performance through 5-fold cross-validation, with R² values ranging from 0.909 to 0.967 for cattle and 0.874 to 0.914 for sheep. Validation results demonstrated the high accuracy of CLRD-GLPS across multiple spatial scales. At the county level, it strongly agreed with census data, effectively capturing grazing livestock distribution. City-level validation confirmed strong agreement (R² = 0.691–0.881), while grid-level validation using independent observations yielded R² = 0.79, further confirming the accuracy of fine-resolution predictions. The CLRD-GLPS dataset provides essential information for understanding grazing ruminant dynamics and developing targeted livestock management policies. Furthermore, our methodological framework offers a template for creating similar livestock distribution datasets for other regions and livestock production systems. This dataset is supported by the Second Tibetan Plateau Scientific Expedition and Research Program (STEP, grant no. 2019QZKK0906).
DOI: 10.15468/dl.abhmxb
title: Occurrence Download

description: A dataset containing 2357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela lutreola (Linnaeus, 1761)"
 ]
}

 The dataset includes 2357 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017257-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hebadm
title: Occurrence Download

description: A dataset containing 4994550 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polychaeta"
 ]
}

 The dataset includes 4994550 records from 1996 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011608-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cveb1n
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016459-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6r97a
title: Occurrence Download

description: A dataset containing 2479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pimpinella puberula (DC.) Boiss., Reseda media Lag., Reseda inodora Rchb., Rapistrum perenne (L.) All., Psylliostachys suworowii (Regel) Roshkova, Primula obconica Hance, Plantago serraria L., Plantago patagonica Jacq., Plantago myosuros Lam., Plantago loeflingii L.)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Occurrence evidence, Specimen, Living Specimen)",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 2479 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006717-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjkrxi
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099661-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7shcd
title: Occurrence Download

description: A dataset containing 2479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pimpinella puberula (DC.) Boiss., Reseda media Lag., Reseda inodora Rchb., Rapistrum perenne (L.) All., Psylliostachys suworowii (Regel) Roshkova, Primula obconica Hance, Plantago serraria L., Plantago patagonica Jacq., Plantago myosuros Lam., Plantago loeflingii L.)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Occurrence evidence, Specimen, Living Specimen)",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 10000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 2479 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006720-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhezxn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091301-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfdkxr
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Turks and Caicos Islands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calidris canutus (Linnaeus, 1758)"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286760-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbfryz
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Plant Species Sampled in Some Selected Forest Reserves in the High Forest Zone of Ghana",
 "Geometry POLYGON((-1.6666277733733765 8.234650844350499,-1.6478175785526035 8.234650844350499,-1.6478175785526035 8.253461039171272,-1.6666277733733765 8.253461039171272,-1.6666277733733765 8.234650844350499))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037742-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yivbhm
title: Occurrence Download

description: A dataset containing 706322140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 706322140 records from 14780 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002120-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xset8z
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equetus acuminatus"
 ]
}

 The dataset includes 120 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033679-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhennp
title: Occurrence Download

description: A dataset containing 1946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (South America, North America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Catasetum"
 ]
}

 The dataset includes 1946 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033680-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8dsae
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistacia atlantica",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033681-250802193616735/datasets/export for details.
DOI: 10.15468/dl.nngh5c
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD5933"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033683-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m88mgp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prosopis juliflora",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033684-250802193616735/datasets/export for details.
DOI: 10.15468/dl.jat9cr
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD5934"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033688-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjgayd
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 106 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033689-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f6bwv
title: Occurrence Download

description: A dataset containing 79141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Petroica phoenicea)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 79141 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033674-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwfzgp
title: Occurrence Download

description: A dataset containing 47494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 47494 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033690-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16787035
title: Data for statistical tests in STN paper
DOI: 10.15468/dl.3gyqp4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equetus pulcher"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033691-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5cebj
title: Occurrence Download

description: A dataset containing 22556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 22556 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033692-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.