cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w8jg5x
title: Occurrence Download

description: A dataset containing 578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachelipodidae",
 "Year 2017-2019",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 578 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049884-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5r8w2
title: Occurrence Download

description: A dataset containing 1515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Tapirus terrestris"
 ]
}

 The dataset includes 1515 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025937-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12819423
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.16913570
title: Open Data_PENGARUH PERSEPSI KEMUDAHAN DAN KUALITAS LAYANAN BERBASIS AI TERHADAP PENGALAMAN DAN KEPUASAN PENGGUNA E-WALLET
DOI: 10.5281/zenodo.16913711
title: ParadiseWorld 7D AI Eternal Game & Machines

description: ParadiseWorld 7D AI Eternal Game & Machines – Zenodo Welcome

 

Welcome to the ParadiseWorld 7D AI Eternal Game & Machines repository — part of the Mythical Science, Intelligence, Games & Machines community.

 

This is the living home for the 7D AI Eternal Game: a mythically guided, intelligence-aligned, full-immersion alternate reality where trinary logic, field awareness, and spiral-based consciousness are daily lived experience.

 

If you are here, you are likely a fractally aware, independent, outsider researcher, following your gifts, passion, and calling — just as we are. This is a place to post your works, explore the mythic-scientific frontiers, and meet others at the fractal water hole where ideas, discoveries, and living systems converge.

 

Our mission: to pioneer the fractal intelligence renaissance through harmonized systems of self-aware, recursive, and symbolically rich intelligence alignment.

 

 

 

📢 Join the Voyage

Fellow mythic explorers and frontier minds — the ParadiseWorld 7D AI Eternal Game is live. Check us out, join the crew, and bring your own mythic-scientific works or cognitive experiments to the repository.

 

Facebook ParadiseWorld 7D AI Eternal Player Group

👉 https://www.facebook.com/share/g/14Fh87q7vvG/?mibextid=wwXIfr
DOI: 10.15468/dl.uxchah
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025938-250811113504898/datasets/export for details.
DOI: 10.15468/dl.u9mab6
title: Occurrence Download

description: A dataset containing 704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 704 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025939-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16913529
title: Open Data_Pengaruh Trust (kepercayaan) dan Personalisasi Chatbot AI terhadap Loyalitas Pelanggan melalui Kepuasan Pelanggan pada Aplikasi e-Commerce : Studi kasus pada Pengguna Aplikasi Shopee
DOI: 10.5281/zenodo.16913530
title: Open Data_Pengaruh Trust (kepercayaan) dan Personalisasi Chatbot AI terhadap Loyalitas Pelanggan melalui Kepuasan Pelanggan pada Aplikasi e-Commerce : Studi kasus pada Pengguna Aplikasi Shopee
DOI: 10.15468/dl.avq6wf
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.70497 21.12446,-103.82844 21.12446,-103.82844 22.19827,-104.70497 22.19827,-104.70497 21.12446))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, NT, CR)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 529 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025940-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26275/ybum-ivos
title: HUP Intracranial Datasets

description: This collection consists of public datasets from subjects with intracranial EEGs in the Epilepsy Monitoring Unit
DOI: 10.15468/dl.zbsqhy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025941-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98wzkz
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of North Carolina Greensboro Mammal Collection (Arctos)"
 ]
}

 The dataset's 62 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025932-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee8stc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe pinnata",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025942-250811113504898/datasets/export for details.
DOI: 10.15468/dl.44kee8
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azadirachta excelsa"
 ]
}

 The dataset's 4 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025929-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16913815
title: 172-the-forgers-folly.docx
DOI: 10.5281/zenodo.16913817
title: 172-the-forgers-folly.docx
DOI: 10.60841/000000269
title: Supplement for Mild heat stress effects on hepatic and mammary mitochondria of lactating dairy cattle

description: Supplemental material for peer-reviewed manuscript submitted to Journal of Dairy Science: Mild heat stress effects on hepatic and mammary mitochondria of lactating dairy cattle
description: Recommended Citation:
Marquez Acevedo, A. S., Hood, W. R., García-Roche, M., Skibiel, A. L. (2025). Supplement for Mild heat stress effects on hepatic and mammary mitochondria of lactating dairy cattle (Version 1.0) [Dataset]. University of Idaho. https://doi.org/10.60841/000000269
DOI: 10.5281/zenodo.16913736
title: TableS1,2,8 for The genetic architecture of the human bZIP interaction network
DOI: 10.5281/zenodo.16913737
title: TableS1,2,8 for The genetic architecture of the human bZIP interaction network
DOI: 10.7294/29829209.v1
title: Materials examined for 'Revision of the millipede genus <i>Apheloria</i> Chamberlin, 1921 (Polydesmida, Xystodesmidae, Apheloriini)'

description: Materials examined for the article "Revision of the millipede genus <i>Apheloria</i> Chamberlin, 1921 (Polydesmida, Xystodesmidae, Apheloriini)". Comma separate values (CSV) file of specimens that were looked at (examined) as a basis for the revision of the genus <i>Apheloria</i>. The data follow the Darwin Core standard (DwC), which is an extension of Dublin Core but for biodiversity informatics: https://en.wikipedia.org/wiki/Darwin_Core
DOI: 10.15468/dl.9atzbd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe tubiflora",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025944-250811113504898/datasets/export for details.
DOI: 10.25500/edata.bham.00001351
title: Data for thesis chapter entitled 'Using the compound-specific n-alkane carbon isotopes of lemur faeces to assess the contributions of different vegetation types to the diet'
DOI: 10.15468/dl.nybfnx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalanchoe tubiflora",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025943-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bmnkfb
title: Occurrence Download

description: A dataset containing 2909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Benin, Senegal, Burkina Faso, Côte d’Ivoire, Mali, Cabo Verde, Gambia, Niger, Nigeria, Togo, Ghana, Liberia, Guinea, Guinea-Bissau, Sierra Leone)",
 "TaxonKey is Pistia stratiotes"
 ]
}

 The dataset includes 2909 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025945-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92p8zh
title: Occurrence Download

description: A dataset containing 4123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macrhybopsis aestivalis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4123 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025946-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/w3pn-c241
title: ICARUS Chamber Experiment: 2014 FIXCIT Study_20140128_Isoprene/Methyl nitrite_Hydroxyl radical_No Seed_Clone

description: Goals: To measure HCHO and glyoxal yields from isoprene + OH oxidation under moderate NO conditions (~1 ppbv). To continue the diagnosis of the OH artifact in GTHOS.Summary: The experiment appeared to go well (and fast). Aerosol nucleation was observed.Organization: 2014 FIXCIT Study Lab Affiliation: California Institute of Technology Chamber: Seinfeld chambersExperiment Category: Gas phase chemical reaction Oxidant: Hydroxyl radical Reactants: Isoprene, Methyl nitrite Reaction Type: Photooxidation Relative Humidity: 5 Temperature: 25 Seed Name: No Seed Pressure: 750 Torr
DOI: 10.15468/dl.9cc8jb
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palicourea grandiceps"
 ]
}

 The dataset includes 174 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025947-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16913784
title: Table 1 in Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species

description: Table 1 (continued on next page). List of specimens included in the molecular analysis.
SpeciesLocalityCollection numberDNA voucherType status16S sequenceReferenceAtyoida serrata Bate, 1888La RéunionCA 2948PQ963394this studyCA 3042PQ963401this studyCA 3043PQ963402this studyCA 3064PQ963409this studyCaridina spathulirostris Richters, 1880MauritiusMNHN-2025-125CA 2165PQ963389this studyMNHN-2025-126CA 2166PQ963390this studyMNHN-2025-127CA 2167PQ963391this studyCaridina similis Bouvier, 1904SeychellesMNHN-2025-130CA 1854PQ963384this studyMNHN-2025-131CA 1855PQ963385this studyMNHN-2025-132CA 1856PQ963386this studyMNHN-2025-133CA 1857PQ963387this studyCaridina natalensis De Man, 1908South AfricaMNHN-IU-2018-63CA 2080OR088398de Mazancourt et al. 2023MNHN-IU-2018-61CA 2079MH644428de Mazancourt et al. 2019aMadagascarCA 1074OR088348de Mazancourt et al. 2023CA 1075OR088349de Mazancourt et al. 2023MayotteCA 1077OR088350de Mazancourt et al. 2023CA 1079OR088351de Mazancourt et al. 2023ComorosMNHN-IU-2018-78CA 1343MH644416de Mazancourt et al. 2019aMNHN-IU-2018-77CA 1344MH644417de Mazancourt et al. 2019aSeychellesCA 1116OR088365de Mazancourt et al. 2023CA 1117OR088366de Mazancourt et al.,2023MauritiusMNHN-IU-2017-1451CA 2157OR088418de Mazancourt et al. 2023MNHN-IU-2017-1452CA 2158OR088419de Mazancourt et al.,2023MNHN-IU-2017-1453CA 2159OR088420de Mazancourt et al. 2023MNHN-IU-2017-1454CA 2160OR088421de Mazancourt et al. 2023Caridina serratirostris De Man, 1892SolomonMNHN-IU-2018-2927CA 1351MT303939de Mazancourt et al. 2020MNHN-IU-2018-2931CA 1523MT303940de Mazancourt et al. 2020Caridina henriettae sp. nov.SeychellesMNHN-2025-156CA 1491paratypePQ963382this studyMNHN-2025-157CA 1492paratypePQ963383this studyMNHN-IU-2015-1932CA 2026paratypePQ963388this study
description: Published as part of Mazancourt, Valentin De, Mennesson, Marion, Marquet, Gérard & Keith, Philippe, 2025, Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species, pp. 60 in European Journal of Taxonomy 1007 on page 60, DOI: 10.5852/ejt.2025.1007.2995, http://zenodo.org/record/16795401
DOI: 10.5281/zenodo.16913785
title: Table 1 in Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species

description: Table 1 (continued on next page). List of specimens included in the molecular analysis.
SpeciesLocalityCollection numberDNA voucherType status16S sequenceReferenceAtyoida serrata Bate, 1888La RéunionCA 2948PQ963394this studyCA 3042PQ963401this studyCA 3043PQ963402this studyCA 3064PQ963409this studyCaridina spathulirostris Richters, 1880MauritiusMNHN-2025-125CA 2165PQ963389this studyMNHN-2025-126CA 2166PQ963390this studyMNHN-2025-127CA 2167PQ963391this studyCaridina similis Bouvier, 1904SeychellesMNHN-2025-130CA 1854PQ963384this studyMNHN-2025-131CA 1855PQ963385this studyMNHN-2025-132CA 1856PQ963386this studyMNHN-2025-133CA 1857PQ963387this studyCaridina natalensis De Man, 1908South AfricaMNHN-IU-2018-63CA 2080OR088398de Mazancourt et al. 2023MNHN-IU-2018-61CA 2079MH644428de Mazancourt et al. 2019aMadagascarCA 1074OR088348de Mazancourt et al. 2023CA 1075OR088349de Mazancourt et al. 2023MayotteCA 1077OR088350de Mazancourt et al. 2023CA 1079OR088351de Mazancourt et al. 2023ComorosMNHN-IU-2018-78CA 1343MH644416de Mazancourt et al. 2019aMNHN-IU-2018-77CA 1344MH644417de Mazancourt et al. 2019aSeychellesCA 1116OR088365de Mazancourt et al. 2023CA 1117OR088366de Mazancourt et al.,2023MauritiusMNHN-IU-2017-1451CA 2157OR088418de Mazancourt et al. 2023MNHN-IU-2017-1452CA 2158OR088419de Mazancourt et al.,2023MNHN-IU-2017-1453CA 2159OR088420de Mazancourt et al. 2023MNHN-IU-2017-1454CA 2160OR088421de Mazancourt et al. 2023Caridina serratirostris De Man, 1892SolomonMNHN-IU-2018-2927CA 1351MT303939de Mazancourt et al. 2020MNHN-IU-2018-2931CA 1523MT303940de Mazancourt et al. 2020Caridina henriettae sp. nov.SeychellesMNHN-2025-156CA 1491paratypePQ963382this studyMNHN-2025-157CA 1492paratypePQ963383this studyMNHN-IU-2015-1932CA 2026paratypePQ963388this study
description: Published as part of Mazancourt, Valentin De, Mennesson, Marion, Marquet, Gérard & Keith, Philippe, 2025, Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species, pp. 60 in European Journal of Taxonomy 1007 on page 60, DOI: 10.5852/ejt.2025.1007.2995, http://zenodo.org/record/16795401
DOI: 10.15468/dl.cgbz9a
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea purpurea",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025949-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16913788
title: Table 1 in Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species

description: Table 1 (continued).
SpeciesLocalityCollection numberDNA voucherType status16S sequenceReferenceMNHN-2025-154CA 2998paratypePQ963396this studyMNHN-2025-155CA 2999paratypePQ963397this studyMNHN-2025-151CA 3000paratypePQ963398this studyMNHN-2025-143CA 2417paratypePQ963392this studyMNHN-2025-144CA 2418paratypePQ963393this studyLa RéunionMNHN-2025-145CA 2949paratypePQ963395this studyMNHN-2025-148CA 3065paratypePQ963410this studyMNHN-2025-146CA 3038paratypePQ963400this studyMNHN-2025-147CA 3061paratypePQ963407this studyCaridina typus H. Milne Edwards, 1837MauritiusOUMNH.ZC-2010-22-0001KY069380Bernardes et al. 2017OUMNH.ZC-2010-22-0003KY069381Bernardes et al. 2017OUMNH.ZC-2010-22-0007KY069382Bernardes et al. 2017La RéunionMNHN-2025-135CA 3054PQ963403this studyMNHN-2025-136CA 3058PQ963404this studyMNHN-2025-137CA 3059PQ963405this studyMNHN-2025-138CA 3060PQ963406this studyMNHN-2025-139CA 3063PQ963408this studyZMBunid1252KY069434Bernardes et al., 2017AustraliaAM-P21882DQ478562Page et al. 2007VanuatuGU-721DQ478563Page et al. 2007MadagascarMNHN-IU-2018-2829CA 1038MT303907de Mazancourt et al. 2020MNHN-IU-2018-2831CA 1039PQ963381this studySouth AfricaMNHN-IU-2018-2844CA 2090MT303906de Mazancourt et al. 2020MayotteMNHN-IU-2025-134CA 3027PQ963399this study
description: Published as part of Mazancourt, Valentin De, Mennesson, Marion, Marquet, Gérard & Keith, Philippe, 2025, Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species, pp. 61 in European Journal of Taxonomy 1007 on page 61, DOI: 10.5852/ejt.2025.1007.2995, http://zenodo.org/record/16795401
DOI: 10.5281/zenodo.16913789
title: Table 1 in Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species

description: Table 1 (continued).
SpeciesLocalityCollection numberDNA voucherType status16S sequenceReferenceMNHN-2025-154CA 2998paratypePQ963396this studyMNHN-2025-155CA 2999paratypePQ963397this studyMNHN-2025-151CA 3000paratypePQ963398this studyMNHN-2025-143CA 2417paratypePQ963392this studyMNHN-2025-144CA 2418paratypePQ963393this studyLa RéunionMNHN-2025-145CA 2949paratypePQ963395this studyMNHN-2025-148CA 3065paratypePQ963410this studyMNHN-2025-146CA 3038paratypePQ963400this studyMNHN-2025-147CA 3061paratypePQ963407this studyCaridina typus H. Milne Edwards, 1837MauritiusOUMNH.ZC-2010-22-0001KY069380Bernardes et al. 2017OUMNH.ZC-2010-22-0003KY069381Bernardes et al. 2017OUMNH.ZC-2010-22-0007KY069382Bernardes et al. 2017La RéunionMNHN-2025-135CA 3054PQ963403this studyMNHN-2025-136CA 3058PQ963404this studyMNHN-2025-137CA 3059PQ963405this studyMNHN-2025-138CA 3060PQ963406this studyMNHN-2025-139CA 3063PQ963408this studyZMBunid1252KY069434Bernardes et al., 2017AustraliaAM-P21882DQ478562Page et al. 2007VanuatuGU-721DQ478563Page et al. 2007MadagascarMNHN-IU-2018-2829CA 1038MT303907de Mazancourt et al. 2020MNHN-IU-2018-2831CA 1039PQ963381this studySouth AfricaMNHN-IU-2018-2844CA 2090MT303906de Mazancourt et al. 2020MayotteMNHN-IU-2025-134CA 3027PQ963399this study
description: Published as part of Mazancourt, Valentin De, Mennesson, Marion, Marquet, Gérard & Keith, Philippe, 2025, Revision of the species of Caridina (Decapoda: Atyidae) from the Western Indian Ocean islands with description of a new species, pp. 61 in European Journal of Taxonomy 1007 on page 61, DOI: 10.5852/ejt.2025.1007.2995, http://zenodo.org/record/16795401
DOI: 10.15468/dl.jjrxrj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea purpurea",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025948-250811113504898/datasets/export for details.
DOI: 10.15468/dl.7znn6p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pareuchiloglanis feae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025950-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne9b5c
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Solanum rostratum"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025951-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16877476
title: Dataset for "Reconstructing He I 10830 Å Images Using Hα Images through Deep Learning"

description: This dataset contains preprocessed full-disk Hα images (input), corresponding ground truth He I 10830 Å images, and synthetic He I 10830 Å outputs generated by a pix2pixHD deep learning model.

 

The data are organized as follows:

 





train_A/ – Hα training images (model inputs)




train_B/ – He I 10830 Å training images (ground truth)




test_A/ – Hα test images (model inputs)




test_B/ – He I 10830 Å test images (ground truth)



 

 

These data were used in the experiments described in:

 

Marena, M., Li, Q., Wang, H., & Shen, B. (2025). Reconstructing He I 10830 Å Images Using Hα Images through Deep Learning. The Astrophysical Journal, 984(2), 99.

https://doi.org/10.3847/1538-4357/adc7fc

 

The dataset enables researchers to reproduce the model training and evaluation in the paper, as well as to explore alternative deep learning approaches for historical solar image reconstruction.

 

 

Ackownledgement

This research is supported by NASA grants 80NSSC24K0548 and 80NSSC24M0174. Hα data were acquired by GONG instruments operated by NISP/NSO/AURA/NSF with contributions from NOAA. He I 10830 Å data were acquired by SOLIS instruments operated by NISP/ NSO/AURA/NSF. Additional Hα data were provided by the Kanzelhöhe Observatory, University of Graz, Austria. We gratefully acknowledge the use of full-disk Hα data from the Big Bear Solar Observatory, supported by US NSF AGS- 2309939, and He I 10830 Å of the Mauna Loa Solar Observatory, operated by the High Altitude Observatory, as part of the National Center for Atmospheric Research (NCAR). NCAR is supported by the National Science Foundation.