cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8wveuh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Anemia gracilis Schrad.",
 "TaxonKey is Aneimia gracilis Schrad.",
 "TaxonKey is Anemia damazii Christ"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229220-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuiatf
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atrophaneura aidoneus (Doubleday, 1845)"
 ]
}

 The dataset includes 54 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012707-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq9n47
title: Occurrence Download

description: A dataset containing 2141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Sweden, Netherlands, Germany, Denmark)",
 "TaxonKey is Petromyzon Linnaeus, 1758"
 ]
}

 The dataset includes 2141 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005389-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy97yj
title: Occurrence Download

description: A dataset listing the 38830 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-18.16152763 27.63736153,4.3281951 27.63736153,4.3281951 43.79152679,-18.16152763 43.79152679,-18.16152763 27.63736153))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 38830 records were derived from 442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219827-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wubd69
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atrophaneura varuna (White, 1842)"
 ]
}

 The dataset includes 242 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012708-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sv4yt
title: Occurrence Download

description: A dataset containing 2640 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenology and biological traits of migrating river lamprey sampled by electrofishing in the Oir river (France)."
 ]
}

 The dataset includes 2640 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005456-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9eecw
title: Occurrence Download

description: A dataset containing 862949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((82.68311 43.06641,79.4751 42.6709,76.22314 41.83594,73.71826 39.68262,72.57568 37.48535,75.2124 33.83789,78.81592 31.59668,83.25439 27.24609,88.396 25.88379,94.37256 26.63086,96.74561 22.0166,105.57861 24.56543,105.05127 32.82715,103.3374 37.57324,97.49268 40.03418,90.06592 41.92383,82.68311 43.06641))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 862949 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033233-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4wtn7
title: Occurrence Download

description: A dataset containing 6474 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Canada"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Plantago lanceolata L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6474 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022988-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbef6h
title: Occurrence Download

description: A dataset containing 1104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tuta absoluta (Meyrick, 1917)"
 ]
}

 The dataset includes 1104 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324505-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyf949
title: Occurrence Download

description: A dataset containing 1002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria pumila Janch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1002 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082592-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywypmu
title: Occurrence Download

description: A dataset containing 3652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis florea Fabricius, 1787"
 ]
}

 The dataset includes 3652 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003718-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tg5dna
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium joannae S.L.Welsh, N.D.Atwood & L.C.Higgins"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153599-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cau4ed
title: Occurrence Download

description: A dataset listing the 24 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-97.9049 30.33028,-98.0118 30.17679,-97.57027 30.17221,-97.52517 30.28264,-97.5999 30.3275,-97.86199 30.34503,-97.9049 30.33028))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset's 24 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001388-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyh7wb
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus coriifolius Boeckeler"
 ]
}

 The dataset includes 179 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153598-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfmas8
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Papua New Guinea",
 "Country is Indonesia",
 "Country is Philippines",
 "Country is Malaysia",
 "Country is Viet Nam",
 "Country is India",
 "Country is Solomon Islands",
 "Country is Thailand"
 ]
 },
 "Issue is Geodetic datum assumed WGS84",
 "HasCoordinate is true",
 "TaxonKey is Procris frutescens Blume",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022980-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvc7zp
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Macaca mulatta (Zimmermann, 1780)"
 ]
}

 The dataset includes 172 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219828-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8576gq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Olea europaea L."
 ]
}

 The dataset includes 60 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082624-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87dp7x
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Bonasa sewerzowi (Przewalski, 1876)"
 ]
}

 The dataset includes 327 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219821-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfh9yp
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melipona scutellaris Latreille, 1811"
 ]
}

 The dataset includes 820 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003719-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yew3u4
title: Occurrence Download

description: A dataset containing 44016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tofieldia pusilla (Michx.) Pers."
 ]
}

 The dataset includes 44016 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082620-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcvfvf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((138.4601 38.32222, 138.5156 38.33259, 138.204 38.33259, 138.204 37.8203, 138.2727 37.85173, 138.285 37.91977, 138.3527 37.99556, 138.2834 38.00637, 138.2332 37.97421, 138.2409 38.08448, 138.3263 38.19847, 138.3425 38.19961, 138.3659 38.21392, 138.4004 38.25336, 138.4361 38.26022, 138.4601 38.32222), (138.3365 38.2005, 138.3386 38.20207, 138.3393 38.20123, 138.3365 38.2005))",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013977-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkk73b
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tsetse flies of East Africa update"
 ]
}

 The dataset includes 398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013979-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3y4ut
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primulina lunglinensis amblyosepala"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013978-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5290/4540028
title: Low cycle fatigue - strain control test data for 316L a material at 299 °C (specimen identifier JAC5)

description: Data created at Jacobs, United Kingdom during the Horizon 2020 INCEFA-SCALE project on increasing safety in NPPs by covering gaps in environmental fatigue assessment, focusing on gaps between laboratory data and component scale (see https://cordis.europa.eu/project/id/945300 for details). This project has received funding from the Euratom research and training programme 2014-2018 under grant agreement No 945300.
DOI: 10.15468/dl.nx88yh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidium cordatum"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013980-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78qe9a
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pieris melete",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013981-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrjrmn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Geometry POLYGON ((138.4601 38.32222, 138.5156 38.33259, 138.204 38.33259, 138.204 37.8203, 138.2727 37.85173, 138.285 37.91977, 138.3527 37.99556, 138.2834 38.00637, 138.2332 37.97421, 138.2409 38.08448, 138.3263 38.19847, 138.3425 38.19961, 138.3659 38.21392, 138.4004 38.25336, 138.4361 38.26022, 138.4601 38.32222), (138.3365 38.2005, 138.3386 38.20207, 138.3393 38.20123, 138.3365 38.2005))",
 "TaxonKey is Archaea"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013982-250914085247600/datasets/export for details.
DOI: 10.15468/dl.c9v5zh
title: Occurrence Download

description: A dataset containing 190202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ursidae [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 190202 records from 599 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013850-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17140807
title: Paraoir and Mapur 3D models

description: This page contains point clouds (in .ply format) of the microatolls from Paraoir and Mapur Island further analysed in Tan, N.S et al., 2025 (Three-dimensional models of coral microatolls using structure-from-motion photogrammetry and iPhone LiDAR scanning: A fast, reproducible method for collecting relative sea-level data in the field).

This page also contains an excel file detailing the information needed to extract the A and B slices from PARA-F1.
DOI: 10.5281/zenodo.17140808
title: Paraoir and Mapur 3D models

description: This page contains point clouds (in .ply format) of the microatolls from Paraoir and Mapur Island further analysed in Tan, N.S et al., 2025 (Three-dimensional models of coral microatolls using structure-from-motion photogrammetry and iPhone LiDAR scanning: A fast, reproducible method for collecting relative sea-level data in the field).

This page also contains an excel file detailing the information needed to extract the A and B slices from PARA-F1.
DOI: 10.6084/m9.figshare.30155608
title: Datas for optimization

description: To resolve the long-standing conflict between accuracy and efficiency in designing mooring systems for deep-water cylindrical FPSO (Floating Production Storage and Offloading), an intelligent design framework that integrates high-fidelity numerical simulation, a BP neural network surrogate model, and a global optimization algorithm was proposed and validated. The method established and verified a high-precision coupled dynamic model using OrcaFlex and analyzed the impact of key parameters through 720 sets of simulations. Based on these simulation data, a BP neural network surrogate model was further designed and trained, with design variables (such as segmented line length, number of cables, mooring radius, etc.) as inputs and key responses (such as platform displacement, line tension, etc.) as outputs. With the goal of minimizing the total material usage and in accordance with relevant industry standards as constraints, global optimization was carried out using the Levenberg-Marquardt algorithm. The results show that the neural network model has a high prediction accuracy (coefficient of determination R2&gt;0.98). The optimal solution obtained is a 3×3 mooring layout with a mooring radius of 1670.50 m. Under the premise of satisfying the API specification through calculation verification, the maximum platform displacements in the intact and single-cable failure conditions are 80.61 m and 85.23 m respectively, and the maximum mooring tensions are 13507 kN and 15455 kN respectively, all of which meet the safety thresholds. This framework ultimately achieves a 49% reduction in material usage and cost savings of $1,095,238, while improving computational efficiency by a factor of 124.
DOI: 10.6084/m9.figshare.30155608.v1
title: Datas for optimization

description: To resolve the long-standing conflict between accuracy and efficiency in designing mooring systems for deep-water cylindrical FPSO (Floating Production Storage and Offloading), an intelligent design framework that integrates high-fidelity numerical simulation, a BP neural network surrogate model, and a global optimization algorithm was proposed and validated. The method established and verified a high-precision coupled dynamic model using OrcaFlex and analyzed the impact of key parameters through 720 sets of simulations. Based on these simulation data, a BP neural network surrogate model was further designed and trained, with design variables (such as segmented line length, number of cables, mooring radius, etc.) as inputs and key responses (such as platform displacement, line tension, etc.) as outputs. With the goal of minimizing the total material usage and in accordance with relevant industry standards as constraints, global optimization was carried out using the Levenberg-Marquardt algorithm. The results show that the neural network model has a high prediction accuracy (coefficient of determination R2&gt;0.98). The optimal solution obtained is a 3×3 mooring layout with a mooring radius of 1670.50 m. Under the premise of satisfying the API specification through calculation verification, the maximum platform displacements in the intact and single-cable failure conditions are 80.61 m and 85.23 m respectively, and the maximum mooring tensions are 13507 kN and 15455 kN respectively, all of which meet the safety thresholds. This framework ultimately achieves a 49% reduction in material usage and cost savings of $1,095,238, while improving computational efficiency by a factor of 124.
DOI: 10.15468/dl.zcuc8s
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium endressii",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013983-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwjhnt
title: Occurrence Download

description: A dataset containing 1055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium endressii",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1055 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013985-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pahmcg
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium endressii",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013986-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqjha2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primulina malipoensis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013989-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.