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

description: A dataset containing 3812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporobolus vaginiflorus (Torr. ex A.Gray) Alph.Wood, Vallisneria spiralis L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 3812 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162316-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3s7c9
title: Occurrence Download

description: A dataset listing the 14527 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset's 14527 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009737-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxpb9b
title: Occurrence Download

description: A dataset containing 196750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.17679 30.76424,-108.81474 17.37125,-71.6396 12.88673,-52.27754 28.06609,-48.40513 52.90016,-78.60993 64.44929,-130.50024 50.99094,-128.17679 30.76424))",
 "HasGeospatialIssue is false",
 "TaxonKey is Convolvulaceae"
 ]
}

 The dataset includes 196750 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011012-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hrvnb
title: Occurrence Download

description: A dataset containing 220379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Charadrius melodus Ord, 1824"
 ]
}

 The dataset includes 220379 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174480-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxr6ww
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Semilabeo notabilis Peters, 1881"
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339607-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phnr8p
title: Occurrence Download

description: A dataset containing 126019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.62496433333334 65.37073733333334, 35.62496433333334 81.857368, 2.179608666666667 81.857368, 2.179608666666667 65.37073733333334, 35.62496433333334 65.37073733333334))",
 "EventDate is 2021-06-01,2021-06-30"
 ]
}

 The dataset includes 126019 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014868-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8czys6
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macropodium nivale (Pall.) W.T.Aiton"
 ]
}

 The dataset includes 434 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162330-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewnub4
title: Occurrence Download

description: A dataset containing 33327 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iguana iguana (Linnaeus, 1758)"
 ]
}

 The dataset includes 33327 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011758-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3paqx
title: Occurrence Download

description: A dataset containing 4934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cardellina rubrifrons (Giraud Jr, 1841)",
 "Year 2000-2023"
 ]
}

 The dataset includes 4934 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014851-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsexec
title: Occurrence Download

description: A dataset containing 1437 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Echinochloa colona (L.) Link"
 ]
}

 The dataset includes 1437 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069015-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p46dpe
title: Occurrence Download

description: A dataset containing 6805005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6805005 records from 4152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339626-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jt3k4
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gayliella transversalis (Collins & Hervey) T.O.Cho & Fredericq"
 ]
}

 The dataset includes 172 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033388-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15349353
title: SUSTCERT4BIOBASED_Dataset_Database of trade volumes for biological resources and biobased products
DOI: 10.15468/dl.5rwqze
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemisus marmoratus (Peters, 1854)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 61 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033391-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm3s7f
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Hylomyscus denniae (Thomas, 1906)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 617 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033390-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaqpdn
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.50253 -13.09640,156.49747 -13.09640,156.49747 56.09640,57.50253 56.09640,57.50253 -13.09640))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelidiophycus divaricatus (G.Martens) G.H.Boo, J.K.Park & S.M.Boo, 2013"
 ]
}

 The dataset includes 254 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033392-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15632056
title: Global CO2 uptake by cement carbonation 1928-2025 and its impacts by supplementary cementitious materials

description: This dataset is associated with the publication on Earth System Science Data, with the same title.It includes four sections including the model inputs of the estimation models, the simulation results of global CO2 emission and uptake by year, the variables and ranges considered in the uncertainty analyses of the uptake estimation and the corresponding confidence intervals from the analyses. For detailed explanations of these datasets, one should should refer to the original manuscript.
DOI: 10.5281/zenodo.15632057
title: Global CO2 uptake by cement carbonation 1928-2025 and its impacts by supplementary cementitious materials

description: This dataset is associated with the publication on Earth System Science Data, with the same title.It includes four sections including the model inputs of the estimation models, the simulation results of global CO2 emission and uptake by year, the variables and ranges considered in the uncertainty analyses of the uptake estimation and the corresponding confidence intervals from the analyses. For detailed explanations of these datasets, one should should refer to the original manuscript.
DOI: 10.5281/zenodo.15632131
title: Data Results for Paper Exhaustive Multilingual Evaluation of Discriminative and Generative Language Models for Biomedical Knowledge Representation

description: Data results of the paper to ensure transparency.
DOI: 10.5281/zenodo.15632132
title: Data Results for Paper Exhaustive Multilingual Evaluation of Discriminative and Generative Language Models for Biomedical Knowledge Representation

description: Data results of the paper to ensure transparency.
DOI: 10.15468/dl.z2k92p
title: Occurrence Download

description: A dataset containing 674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((58.52052 17.50179,157.51547 17.50179,157.51547 86.69460,58.52052 86.69460,58.52052 17.50179))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelidiophycus G.H.Boo, J.K.Park & S.M.Boo, 2013"
 ]
}

 The dataset includes 674 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033393-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kjare
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Hylomyscus endorobae (Heller, 1910)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 178 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033394-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5jzbm
title: Occurrence Download

description: A dataset containing 21808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia saligna (Labill.) H.L.Wendl."
 ]
}

 The dataset includes 21808 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033389-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7d2sbf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemisus marmoratus (Peters, 1854)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033396-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ed2agx
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelidium amansii"
 ]
}

 The dataset includes 707 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033397-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15631787
title: De novo assembled transcriptome data of sea buckthorn (Hippophae rhamnoides): Longest isoforms and single-copy orthologous genes
DOI: 10.5281/zenodo.15631788
title: De novo assembled transcriptome data of sea buckthorn (Hippophae rhamnoides): Longest isoforms and single-copy orthologous genes
DOI: 10.15468/dl.vc6rah
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.50253 -13.09640,156.49747 -13.09640,156.49747 56.09640,57.50253 56.09640,57.50253 -13.09640))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelidium divaricatum G.Martens, 1868"
 ]
}

 The dataset includes 251 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033398-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gvcas
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemisus marmoratus (Peters, 1854)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033399-250525065834625/datasets/export for details.
DOI: 10.15468/dl.y3r7bg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Hylomyscus grandis Eisentraut, 1969",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033400-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15632109
title: Experimental Data: 313% Quantum Coherence Enhancement - The Dionísio Effect

description: Complete experimental data for groundbreaking quantum coherence discovery. Achieved 313.3% enhancement (target: 105.2%) using seven-qubit (2,5) × (3,4) = 7 pattern. Includes:- 4 complete experimental runs with timestamps- Dark matter confirmation (10/10 runs)- Universal coupling constant α = -1.92 validation- Multi-platform testing (IBM, AWS, IonQ)- Statistical significance >300σ
DOI: 10.5281/zenodo.15632110
title: Experimental Data: 313% Quantum Coherence Enhancement - The Dionísio Effect

description: Complete experimental data for groundbreaking quantum coherence discovery. Achieved 313.3% enhancement (target: 105.2%) using seven-qubit (2,5) × (3,4) = 7 pattern. Includes:- 4 complete experimental runs with timestamps- Dark matter confirmation (10/10 runs)- Universal coupling constant α = -1.92 validation- Multi-platform testing (IBM, AWS, IonQ)- Statistical significance >300σ
DOI: 10.5281/zenodo.15632169
title: Multi-Parameter Machine Learning Prediction of Corneal Epithelial Thickness Based on OCT Imaging
DOI: 10.5281/zenodo.15632170
title: Multi-Parameter Machine Learning Prediction of Corneal Epithelial Thickness Based on OCT Imaging
DOI: 10.5281/zenodo.15632054
title: Comparing the MEMS v1 model performance with MCMC and 4DEnVar calibration methods over a continental soil inventory

description: The MEMS v1 model, calibration algorithms as well as the calibration and validation data for the manuscript "Comparing the MEMS v1 model performance with MCMC and ensemble calibration methods over a continental soil inventory"
DOI: 10.5281/zenodo.15632055
title: Comparing the MEMS v1 model performance with MCMC and 4DEnVar calibration methods over a continental soil inventory

description: The MEMS v1 model, calibration algorithms as well as the calibration and validation data for the manuscript "Comparing the MEMS v1 model performance with MCMC and ensemble calibration methods over a continental soil inventory"
DOI: 10.5281/zenodo.15513276
title: Data tables for NDC Ocean-based mitigation and adaptation measures

description: Ocean-based mitigation and adaptation have been in the background of global environmental governance. The Paris Agreement specifies that countries ought to submit ambitious Nationally Determined Contributions every five years. The analysis systematically reviews the Nationally Determined Contributions submitted by 16 countries across ten years from 2015 to 2025. 

Every country has a raw and a filtered data table, where the filtered data table specifies the ocean-based mitigation and adaptation measures. The master file summarizes all the relevant data incuding the coherence assessment.
DOI: 10.15468/dl.gnth5g
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelidium johnstonii Setch. & N.L.Gardner"
 ]
}

 The dataset includes 207 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033401-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rjvr5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemisus marmoratus (Peters, 1854)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033402-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15106654
title: Large biases in the frequency of water limitation across Earth system models

description: Water availability limits evapotranspiration on land, shaping the energy balance, land carbon uptake, and climate extremes. Despite its importance, Earth System Models struggle to capture where and how often water-limited conditions occur. Here we investigate the representation of water limitation and its link to land water storage capacity in simulations from the Sixth Coupled Model Intercomparison Project (CMIP6) driven by consistent observational atmospheric forcing. Using remotely sensed solar-induced vegetation fluorescence and terrestrial water storage, together with ecosystem flux observations, we find that CMIP6 models overestimate the frequency of water limitation by 14% over land and 26% in the tropics. Model overestimation occurs over 57% of the land area, and 78% in the tropics. These too frequent water-limited conditions are not conclusively linked to a potential underestimation of land water storage capacity in the models, hinting at gaps in how ESMs represent rooting depths, plant water uptake, and plant water-use strategies. Our study highlights the need for model development in these areas, with implications for projections of future climate on land.