cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9zu73v
title: Occurrence Download

description: A dataset containing 5738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iberis pinnata L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5738 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039109-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lhlvoy
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochlerotatus vigilax (Skuse, 1889)"
 ]
}

 The dataset includes 99 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005270-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4fcae
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alstroemeria psittacina Lehm.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 123 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005271-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0q0szn
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zebrasoma velifer (Bloch, 1795)",
 "Country is India"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045027-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5uuem
title: Occurrence Download

description: A dataset containing 710 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linealia flocktoniae (Maiden & Betche) G.L.Nesom"
 ]
}

 The dataset includes 710 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170631-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hee59m
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neopetrosia subtriangularis (Duchassaing, 1850)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005271-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iufjbo
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zebrasoma Swainson, 1839",
 "Country is India"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045028-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc53cu
title: Occurrence Download

description: A dataset containing 47723159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year 2015-2024"
 ]
}

 The dataset includes 47723159 records from 772 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005585-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n9r28
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria jucunda F.Lehm. & Kraenzl."
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170633-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erx7jv
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boa constrictor Linnaeus, 1758",
 "Country is Colombia"
 ]
}

 The dataset includes 241 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005272-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xesad1
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zebrias annandalei Talwar & Chakrapany, 1967",
 "Country is India"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045029-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgk65t
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 377 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005590-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ozpz6j
title: Occurrence Download

description: A dataset containing 65657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anaxyrus Tschudi, 1845",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65657 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005272-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7rgjm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-49.95538 -1.79783,-50.34407 -2.31045,-50.33843 -3.88211,-48.73861 -4.09054,-48.04009 -2.64281,-48.66538 -1.34154,-49.95538 -1.79783))",
 "TaxonKey is Micrurus filiformis (Günther, 1859)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005606-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqg0dh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zebrias quagga (Kaup, 1858)",
 "Country is India"
 ]
}

 The dataset includes 9 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045035-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr3miu
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenocallis littoralis (Jacq.) Salisb.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 313 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005272-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7bmmq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machaerium piresii Rudd"
 ]
}

 The dataset includes 10 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170634-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i4yndv
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zebrias Jordan & Snyder, 1900",
 "Country is India"
 ]
}

 The dataset includes 29 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045036-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydxax7
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrolagus affinis (de Brito Capello, 1868)",
 "Year 1950-2000"
 ]
}

 The dataset includes 130 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051905-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.glfvdy
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaedorea glaucifolia H.Wendl."
 ]
}

 The dataset includes 59 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wppy2w
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myosotis hispida K.Koch",
 "Country is Germany"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045037-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9fduu
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia dimorpha Maslin, M.D.Barrett & R.L.Barrett"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005614-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvaelb
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblypharyngodon mola (Hamilton, 1822)"
 ]
}

 The dataset includes 123 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqzaz3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barleria baluganii Ensermu"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037703-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygzcg6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxytropis pyrenaica Gren. & Godr.",
 "Country is Italy"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045038-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkqykw
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clusia insignis Mart."
 ]
}

 The dataset includes 385 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-160910150852091/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.25601103
title: Variation of skin hydration profile with biophysical factors and lifestyle revealed by in vivo THz-TDS

description: Variation of skin hydration profile with biophysical factors and lifestyle revealed by in vivo THz-TDS
DOI: 10.15468/dl.2vbvam
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 {
 "or" : [
 "StateProvince is hidalgo",
 "StateProvince is queretaro",
 "StateProvince is queretaro de arteaga",
 "StateProvince is querétaro",
 "StateProvince is querétaro arteaga",
 "StateProvince is querétaro de arteaga",
 "StateProvince is san luis potosí",
 "StateProvince is san luis potosi",
 "StateProvince is potosí",
 "StateProvince is potosi department",
 "StateProvince is nuevo leon",
 "StateProvince is nuevo león",
 "StateProvince is tamaulipas",
 "StateProvince is tamaulipas province",
 "StateProvince is tamaulipas state",
 "StateProvince is tamalulipas",
 "StateProvince is guanajuato",
 "StateProvince is guanajuata",
 "StateProvince is veracruz",
 "StateProvince is veracruz llave",
 "StateProvince is puebla",
 "StateProvince is puebla state"
 ]
 },
 "TaxonKey is Chiropterotriton mosaueri (Woodall, 1941)"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005274-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6afsf
title: Occurrence Download

description: A dataset containing 47113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum officinale Weber"
 ]
}

 The dataset includes 47113 records from 702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045046-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/4aqy-xd97
title: "PAM-CDR"

description: "The dataset consists of 12,571 drug--cell line pairs labeled as sensitive (positive class) and 7,809 as resistant (negative class)."
DOI: 10.15468/dl.b9tpff
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyoscyamus niger",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052711-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e293w2
title: Occurrence Download

description: A dataset containing 15710 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus tiliaceus"
 ]
}

 The dataset includes 15710 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052712-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.26387
title: Extended Dataset of LMDB
title: Extended Dataset of LMDB

description: The extended corpus consists of 1,115 records automatically extracted from literature using an LLM-based pipeline. 
description: The extended corpus consists of 1,115 records automatically extracted from literature using an LLM-based pipeline.
DOI: 10.57760/sciencedb.j00240.00046
title: A Multimodal Large-Scale Dataset for Visual Question Answering on Electronic Documents
title: 多模态大模型面向电子文档的视觉问答数据

description: A large-scale, high-quality visual question answering dataset for electronic documents, integrating both textual and visual information from document images to generate questions and corresponding answers. The dataset contains 324,546 images and 2,036,263 QA pairs, with quality ensured through quantity and format validation, data filtering, and consistency checks. Random sampling indicates an accuracy of 91.34% for the QA pairs. In application, the dataset significantly improves the performance of multimodal large language models on document-based QA tasks: when fine-tuned on LLaVA-OV and Deepseek-VL, the average normalized edit similarity on the DocVQA benchmark increases by 1.4% and 2.6%, respectively. Ablation studies show that removing the data filtering step decreases performance by 1.3%, while complementary experiments with human-annotated data demonstrate a 1.3% improvement when partially combined with this dataset. Compared with datasets generated by existing methods, this dataset yields the most notable performance gains, while still leaving room for further optimization.
description: A large-scale, high-quality visual question answering dataset for electronic documents, integrating both textual and visual information from document images to generate questions and corresponding answers. The dataset contains 324,546 images and 2,036,263 QA pairs, with quality ensured through quantity and format validation, data filtering, and consistency checks. Random sampling indicates an accuracy of 91.34% for the QA pairs. In application, the dataset significantly improves the performance of multimodal large language models on document-based QA tasks: when fine-tuned on LLaVA-OV and Deepseek-VL, the average normalized edit similarity on the DocVQA benchmark increases by 1.4% and 2.6%, respectively. Ablation studies show that removing the data filtering step decreases performance by 1.3%, while complementary experiments with human-annotated data demonstrate a 1.3% improvement when partially combined with this dataset. Compared with datasets generated by existing methods, this dataset yields the most notable performance gains, while still leaving room for further optimization.
DOI: 10.6073/pasta/59ef680b5b172dcbcac0ff4be219dfa9
title: Interagency Ecological Program San Francisco Estuary Smelt Larva Survey 2009 – 2025

description: The Interagency Ecological Program's Smelt Larva Survey was initiated by the California Department of Fish and Wildlife (CDFW) in 2009 to monitor the distribution and abundance of newly hatched Longfin Smelt (Spirinchus thaleichthys) in the San Francisco Estuary. Surveys are conducted bi-weekly, and sampling begins in December and continues through mid-March. The SLS samples at fixed stations, from San Pablo Bay through Suisun Bay and into the Sacramento-San Joaquin River Delta. Napa River stations were added in 2014 and the San Pablo Bay expansion stations were added in December 2022. Each sampling week currently consists of 59 stations. At each station, one 10-minute stepped oblique (bottom to top) tow is conducted following a prescribed tow schedule. The net is a conical 500 µm mesh lashed to a D-shaped frame mounted on skis. Larval fish samples are preserved in the field in 10% formalin and brought back to the CDFW Stockton Lab for identification and enumeration under a microscope. Several types of data are collected at each station in addition to the larval fish sample, including the volume of water sampled by the net, surface water temperature, surface and bottom specific conductance (EC normalized at 25˚C), Secchi disk depth, tow duration, tidal condition, and surface water turbidity.
DOI: 10.57760/sciencedb.27499
title: Demonstration of β-Ga2O3 vertical Schottky barrier diode with mesa termination assisted partially suspended field plate on MOCVD-grown epitaxial wafer
title: Demonstration of β-Ga2O3 vertical Schottky barrier diode with mesa termination assisted partially suspended field plate on MOCVD-grown epitaxial wafer

description: This Letter demonstrates a beta-phase gallium oxide (b-Ga2O3) vertical Schottky barrier diode (SBD) with mesa termination assisted by a partially suspended field plate, which is fabricated on the epitaxial thick film grown by metal–organic chemical vapor deposition. The epitaxial film features a high-quality, smooth surface and high mobility, laying the foundation for achieving high performances. In the device aspect, the mesa termination and the partially suspended field plate, which can be formed simultaneously by adding Cl2 during the inductively coupled plasma etching process to facilitate isotropic etching of b-Ga2O3, effectively mitigate the electric field crowding phenomenon at the device edge, thereby reducing the electric field peaks both in the epitaxial layer and dielectric layer and improving the breakdown voltage (BV). The experimental results show that the proposed SBD achieves a high BV of 3.45 kV and a low specific on resistance of 3.88 mX cm2, yielding a high power figure of merit of 3.07 GW/cm2. Meanwhile, a low forward voltage (at 100 A/cm2) of 1.25 V can also be obtained, verifying the low conduction loss property.
description: This Letter demonstrates a beta-phase gallium oxide (b-Ga2O3) vertical Schottky barrier diode (SBD) with mesa termination assisted by a partially suspended field plate, which is fabricated on the epitaxial thick film grown by metal–organic chemical vapor deposition. The epitaxial film features a high-quality, smooth surface and high mobility, laying the foundation for achieving high performances. In the device aspect, the mesa termination and the partially suspended field plate, which can be formed simultaneously by adding Cl2 during the inductively coupled plasma etching process to facilitate isotropic etching of b-Ga2O3, effectively mitigate the electric field crowding phenomenon at the device edge, thereby reducing the electric field peaks both in the epitaxial layer and dielectric layer and improving the breakdown voltage (BV). The experimental results show that the proposed SBD achieves a high BV of 3.45 kV and a low specific on resistance of 3.88 mX cm2, yielding a high power figure of merit of 3.07 GW/cm2. Meanwhile, a low forward voltage (at 100 A/cm2) of 1.25 V can also be obtained, verifying the low conduction loss property.
DOI: 10.15468/dl.ecx4ce
title: Occurrence Download

description: A dataset containing 11881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alnus cordata"
 ]
}

 The dataset includes 11881 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052713-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.