cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c8ykmt
title: Occurrence Download

description: A dataset containing 652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tanacetum kittaryanum"
 ]
}

 The dataset includes 652 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037698-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wewvj
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tanacetum poteriifolium"
 ]
}

 The dataset includes 400 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037699-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dnv8a
title: Occurrence Download

description: A dataset containing 910 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiopogon jaburan"
 ]
}

 The dataset includes 910 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037700-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e38p3
title: Occurrence Download

description: A dataset containing 866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Columba punicea"
 ]
}

 The dataset includes 866 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037702-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ka87w8
title: Occurrence Download

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

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037704-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks4exx
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthemis cotula",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037705-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adypz5
title: Occurrence Download

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

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037706-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uskyy9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037707-250811113504898/datasets/export for details.
DOI: 10.15468/dl.82bj35
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthemis cotula",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 255 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037708-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj29rw
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthemis cotula",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 348 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037709-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7tj5s
title: Occurrence Download

description: A dataset containing 401641 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olea europaea"
 ]
}

 The dataset includes 401641 records from 790 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037584-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5x921x27
title: MassIVE MSV000097718 - Root metabolome characteristics of different root functional types in response to water and N limitations
title: One upland and one lowland switchgrass genotypes were grown in native soil under a rainout shelter and for three years under well-watered and water limited conditions. Further, two N treatments, + 67.25 kg N/ha and 0 fertilizer N application, were superimposed on the water availability treatments. Each of the 8 treatments (2 genotypes x 2 water availability x 2 N availability) was replicated three times with each experimental unit consisting of six plants in each of the treatments. Root and soil samples were collected at the end of the third year and roots were separated into transport and uptake roots to study how the metabolite profile in the two switchgrass ecotypes is influenced by water and N availability. This analysis will be coupled with a classification and identification of the root associated as well as rhizosphere microbiome. The work (proposal:https://doi.org/10.46936/10.25585/60001049) conducted by the U.S. Department of Energy Joint Genome Institute (https://ror.org/04xm1d337), a DOE Office of Science User Facility, is supported by the Office of Science of the U.S. Department of Energy operated under Contract No. DE-AC02-05CH11231.
DOI: 10.25345/c5sj1b40g
title: MassIVE MSV000097720 - Metabolome analysis of sorghum in response to nutrient deficiency
title: Sorghum plants were grown in the hydroponic system in a growth chamber under 16h light/8h dark, 28°C, 600 μmol m−2 s−1 light condition. 4-week-old plants were treated, and the shoot and root were collected at 1d and 3d nitrogen-deficiency and potassium-deficiency treatment. Four biological replicates for each treatment at each time point were included. The work (proposal:https://doi.org/10.46936/10.25585/60008854) conducted by the U.S. Department of Energy Joint Genome Institute (https://ror.org/04xm1d337), a DOE Office of Science User Facility, is supported by the Office of Science of the U.S. Department of Energy operated under Contract No. DE-AC02-05CH11231.
DOI: 10.25345/c5nv99p7h
title: MassIVE MSV000097719 - Discover ectomycorrhizal fungi-triggered macro- and micronutrient reactions and movements: From cell to ecosystem function
title: The samples were collected from pine seedling bioassay, consisting of pine root wash-off water samples and washed pine root samples. This research was performed under the Facilities Integrating Collaborations for User Science (FICUS) program (proposal:https://doi.org/10.46936/fics.proj.2019.50960/60000126) and used resources at the DOE Joint Genome Institute (https://ror.org/04xm1d337) and the Environmental Molecular Sciences Laboratory (https://ror.org/04rc0xn13), which are DOE Office of Science User Facilities operated under Contract Nos. DE-AC02-05CH11231 (JGI) and DE-AC05-76RL01830 (EMSL).
DOI: 10.15468/dl.yqev27
title: Occurrence Download

description: A dataset containing 400438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxicola rubetra (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 400438 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006041-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvh89n
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Centruroides ornatus Pocock, 1902"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006046-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9dch9
title: Occurrence Download

description: A dataset containing 1495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis chilensis (Molina) Stuntz"
 ]
}

 The dataset includes 1495 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006050-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kycazm
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis rubriflora Hassl."
 ]
}

 The dataset includes 122 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006049-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmc8aw
title: Occurrence Download

description: A dataset containing 103104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Maireana Moq."
 ]
}

 The dataset includes 103104 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006042-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jycs6w
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Centruroides ornatus Pocock, 1902"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006051-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv7udv
title: Occurrence Download

description: A dataset containing 11295251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11295251 records from 4966 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006015-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8gswq
title: Occurrence Download

description: A dataset containing 799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Casuarina glauca Sieber"
 ]
}

 The dataset includes 799 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013065-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzjmtt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dialium cochinchinense Pierre",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002659-250426092105405/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.27273567
title: Remote sensing reveals inter- and intraspecific variation in riparian cottonwood (<i>Populus</i> spp) response to drought

description: Leaf reflectance data and UAV thermal data used in Remote sensing reveals inter- and intraspecific variation in riparian cottonwood (<i>Populus</i> spp) response to drought
DOI: 10.15468/dl.rbz6js
title: Occurrence Download

description: A dataset containing 223115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia L."
 ]
}

 The dataset includes 223115 records from 935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012156-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25392/leicester.data.28815491
title: Impact of Achilles Tendon Ruptures: Cross-Sectional Analysis

description: Cross sectional analysis of Achilles structure, strength and patient reported measures following Achilles tendon rupture
DOI: 10.25392/leicester.data.28815491.v1
title: Impact of Achilles Tendon Ruptures: Cross-Sectional Analysis

description: Cross sectional analysis of Achilles structure, strength and patient reported measures following Achilles tendon rupture
DOI: 10.6084/m9.figshare.27274011.v1
title: <b>A database for modeling the mobility of microblade-based societies over East Asia since 46 ka BP</b>

description: We compiled a comprehensive database of sites featuring microblade remains across East Asia and applied Binford's framework of reference to our analysis. Geographically, the northernmost site located at 63°N and the southernmost site at 33°N. This database includes detailed records from 112 microlithic sites and encompasses a total of 612 dating entries, with age ranges spanning from 46 to 10 ka BP. For our analysis, we employed the Binford (2001) model acquire over 267 variables. The spatial range covers longitudes from 83°E to 160°E and latitudes from 27°N to 63°N, with a grid pixel value of 0.2°×0.2°. This work elucidates the intricate interplay between environmental conditions and human adaptation during significant periods of microlithic culture. Our findings underscore the dynamic relationship between climate change and subsistence strategies, illustrating how ancient populations navigated and responded to their ever-evolving landscapes. This research not only enhances our understanding of prehistoric lifestyles but also highlights the resilience and adaptability of human societies in the face of environmental challenges.
DOI: 10.15468/dl.43mftx
title: Occurrence Download

description: A dataset containing 4272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triodanis perfoliata subsp. biflora (Ruiz & Pav.) Lammers"
 ]
}

 The dataset includes 4272 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008406-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5226t
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 3f3967bf-ecc7-4455-ba89-4e0ab6d6fd3c",
 "TaxonKey is Orcinus orca"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039069-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kek43
title: Occurrence Download

description: A dataset containing 7922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hylobatidae"
 ]
}

 The dataset includes 7922 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039070-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vjfopf
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Alouette des champs 2010 - 2014 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Alouette des champs fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2010 et 2014
DOI: 10.15468/n2kx7u
title: CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de IORIO Etienne

description: Les données issues de l'outil de gestion CardObs et de son application mobile Carnat (hors programme relavant d'un cadre d'acquisition spécifique) regroupent les observations de naturalistes expérimentés. Ces observations concernent la faune, la flore et la fonge tant continentales que marines. L’emprise géographique des saisies couvre la France métropolitaine et l’Outre-mer. Les données peuvent être opportunistes aussi bien que protocolées en fonction des utilisateurs, et peuvent disposer de champs complémentaires propres à chaque jeu de données. L'outil CardObs a été mis en place en 2007 par le Service du Patrimoine Naturel du MNHN. Il est actuellement géré par PatriNat (OFB, MNHN, CNRS, IRD).
DOI: 10.6084/m9.figshare.29299376.v1
title: Water-driven mineralogical transformations

description: This dataset comprises all the data used in the study, including: (1) EBSD (Electron Backscatter Diffraction) data of amphibolite and ecologite and (2) deep crustal earthquake catalog data. The EBSD data provide detailed information on the crystallographic preferred orientation and microstructure of samples. The earthquake dataset contains precise hypocenter locations and focal depths for seismic events in the lower crust, which are essential for seismicity pattern analysis.
DOI: 10.15468/pkk2da
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Pigeon colombin 2006 - 2010 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Pigeon colombin fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2006 et 2010
DOI: 10.6084/m9.figshare.30638939
title: Supplementary Material for: The Power of Multiple AI Models to Predict Global CKD Incidence: Who Leads the Race?

description: Background: 

The global incidence of chronic kidney disease (CKD) continues to rise, but delayed epidemiological data pose challenges to public health policy. Traditional surveillance methods often suffer from reporting delays. Recent advances in artificial intelligence (AI) offer novel opportunities for enhancing disease burden predictions. 

Methods: 

We collected CKD incidence data from 21 Global Burden of Disease (GBD) regions spanning from 1990 to 2021. Using five advanced AI models (GPT-4, Claude-3.7, DeepSeek-r1, Grok-3, and Gemini-2.5) and two traditional forecasting methods (Autoregressive Integrated Moving Average and Bayesian Age-Period-Cohort), we predicted CKD incidence for 2023. The performance of the models was evaluated by comparing the predicted values to the actual observed data. All models were trained using the same data and instructions.

Results: 

The AI models and traditional models performed similarly, with near-perfect accuracy in predicting incidence rates in regions such as the Americas, Central Europe, East Asia, High-income Asia Pacific, Southeast Asia, and Tropical Latin America. Among the models, GPT-4o demonstrated the highest mean accuracy of 0.722, with all models achieving average accuracies above 0.65. No statistically significant difference in accuracy was observed between AI-based and traditional models (ANOVA p=0.27).

Conclusion: 

State-of-the-art AI models, when systematically prompted and standardized, can predict global CKD incidence with accuracy comparable to traditional statistical models. AI-driven epidemiological forecasting holds promise for enhancing real-time public health planning and resource allocation, particularly in regions with stable historical data.
DOI: 10.6084/m9.figshare.30638939.v1
title: Supplementary Material for: The Power of Multiple AI Models to Predict Global CKD Incidence: Who Leads the Race?

description: Background: 

The global incidence of chronic kidney disease (CKD) continues to rise, but delayed epidemiological data pose challenges to public health policy. Traditional surveillance methods often suffer from reporting delays. Recent advances in artificial intelligence (AI) offer novel opportunities for enhancing disease burden predictions. 

Methods: 

We collected CKD incidence data from 21 Global Burden of Disease (GBD) regions spanning from 1990 to 2021. Using five advanced AI models (GPT-4, Claude-3.7, DeepSeek-r1, Grok-3, and Gemini-2.5) and two traditional forecasting methods (Autoregressive Integrated Moving Average and Bayesian Age-Period-Cohort), we predicted CKD incidence for 2023. The performance of the models was evaluated by comparing the predicted values to the actual observed data. All models were trained using the same data and instructions.

Results: 

The AI models and traditional models performed similarly, with near-perfect accuracy in predicting incidence rates in regions such as the Americas, Central Europe, East Asia, High-income Asia Pacific, Southeast Asia, and Tropical Latin America. Among the models, GPT-4o demonstrated the highest mean accuracy of 0.722, with all models achieving average accuracies above 0.65. No statistically significant difference in accuracy was observed between AI-based and traditional models (ANOVA p=0.27).

Conclusion: 

State-of-the-art AI models, when systematically prompted and standardized, can predict global CKD incidence with accuracy comparable to traditional statistical models. AI-driven epidemiological forecasting holds promise for enhancing real-time public health planning and resource allocation, particularly in regions with stable historical data.
DOI: 10.5284/1137628
title: Occasional Papers: Medieval and Later Pottery Research Group

description: The series presents research frameworks, guides to classification and standards , as well as research on individual pottery types, industries and kilns