cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fjsr8y
title: Occurrence Download

description: A dataset containing 4320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncorhynchus mykiss (Walbaum, 1792)"
 ]
}

 The dataset includes 4320 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003156-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsptkf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convolvulus meonanthus Hoffmanns. & Link",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003155-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14900242
title: Muted millennial-scale monsoon fluctuations from Southwest China

description: The South Asian Summer Monsoon (SASM) plays a key role in controlling precipitation in the South Asia. Orbital and millennial SASM precipitation changes have been, respectively, linked to boreal high-latitude summer insolation and North Atlantic climate. However, causes for the heterogenous spatial SASM precipitation patterns remain debated. Here, we report SASM precipitation histories based on multiproxy evidence from the northwest South China Sea during the past 40 ka. Using fine-grained magnetic minerals as a proxy for precipitation, we find that SASM precipitation in Southwest China varied following the local insolation with muted millennial-scale fluctuations, contrasting to evolutions in other Asian monsoon regions. Transient model simulations reveal that local orbital insolation generated a tripole precipitation pattern over the East Asia by influencing atmospheric circulation during the early last deglaciation, with high orbital insolation corresponding to increased precipitation in Southwest China. Our study highlights influences of local insolation on East Asian precipitation patterns on orbital and millennial timescales.
DOI: 10.5281/zenodo.14900243
title: Muted millennial-scale monsoon fluctuations from Southwest China

description: The South Asian Summer Monsoon (SASM) plays a key role in controlling precipitation in the South Asia. Orbital and millennial SASM precipitation changes have been, respectively, linked to boreal high-latitude summer insolation and North Atlantic climate. However, causes for the heterogenous spatial SASM precipitation patterns remain debated. Here, we report SASM precipitation histories based on multiproxy evidence from the northwest South China Sea during the past 40 ka. Using fine-grained magnetic minerals as a proxy for precipitation, we find that SASM precipitation in Southwest China varied following the local insolation with muted millennial-scale fluctuations, contrasting to evolutions in other Asian monsoon regions. Transient model simulations reveal that local orbital insolation generated a tripole precipitation pattern over the East Asia by influencing atmospheric circulation during the early last deglaciation, with high orbital insolation corresponding to increased precipitation in Southwest China. Our study highlights influences of local insolation on East Asian precipitation patterns on orbital and millennial timescales.
DOI: 10.5281/zenodo.14900075
title: LS4P-II prototype experiment (GFS/SSiB2) datasets

description: Here is the LS4P-II prototype experiment (GFS/SSiB2) datasets used for the paper " Effect of Rocky Mountain and Tibetan Plateau 1998 Spring Land Temperature on N. American and East Asian Summer Precipitation Anomalies " by Nayak H P and co-authors submitted to Journal of Geophysical Research (JGR) for publication.
DOI: 10.5281/zenodo.14900101
title: Dataset for "SPRec: Self-Play to Debias LLM-based Recommendation"
DOI: 10.5281/zenodo.14900102
title: Dataset for "SPRec: Self-Play to Debias LLM-based Recommendation"
DOI: 10.15468/dl.e7sb5k
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornus sanguinea L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 232 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003157-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj6xm9
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyocharax anisitsi Eigenmann & Kennedy, 1903",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 557 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003158-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5q73f
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.81532 33.27508,48.59875 33.27508,48.59875 43.41905,23.81532 43.41905,23.81532 33.27508))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gonocytisus angulatus (L.) Spach"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003160-250218110819086/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.28451039
title: COL data.xlsx

description: Genetic data from <i>COL2A1</i>
DOI: 10.15468/dl.ndaz9m
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.12299 33.88281,46.00637 33.88281,46.00637 43.4771,25.12299 43.4771,25.12299 33.88281))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gonocytisus angulatus (L.) Spach"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003163-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja4jam
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coronilla juncea L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003162-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmjdyf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((21.6855 29.25534,56.27904 29.25534,56.27904 50.70568,21.6855 50.70568,21.6855 29.25534))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gonocytisus angulatus (L.) Spach"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003161-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk7v52
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyocharax dentatus Eigenmann & Kennedy, 1903",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 498 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003164-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sdgpg
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((24.65593 36.05715,44.59301 36.05715,44.59301 42.28389,24.65593 42.28389,24.65593 36.05715))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gonocytisus angulatus (L.) Spach"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003165-250218110819086/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.28451018
title: Autism Awareness and Demographic Determinants: Parental Perspectives from Turkey

description: This study aims to examine the level of autism awareness among parents in Turkey and the demographic factors influencing this awareness. Using a mixed-methods research design, quantitative data were collected through the Autism Awareness Scale and a demographic information form, while qualitative data were obtained through semi-structured interviews with parents. A total of 310 parents participated in the study. Quantitative data were analyzed using SPSS, while qualitative data were evaluated through thematic analysis. Findings indicate that although parents have a high level of general knowledge about autism, their awareness levels remain moderate. Additionally, education level, socioeconomic status, and interaction with individuals with autism significantly influence awareness levels. Qualitative findings reveal parents' experiences with autism, their sources of information, and their perspectives on societal awareness. The study provides significant insights for the development of educational policies aimed at increasing autism awareness.
DOI: 10.6084/m9.figshare.26496859
title: Source and measurement data "Tailorable nanoparticles for magnetic water cleaning of polychlorinated biphenyls (PCBs)"

description: Source and measurement data for manuscript "Tailorable nanoparticles for magnetic water cleaning of polychlorinated biphenyls (PCBs)".<br>
DOI: 10.6084/m9.figshare.26496859.v1
title: Source and measurement data "Tailorable nanoparticles for magnetic water cleaning of polychlorinated biphenyls (PCBs)"

description: Source and measurement data for manuscript "Tailorable nanoparticles for magnetic water cleaning of polychlorinated biphenyls (PCBs)".<br>
DOI: 10.15468/dl.u6wkda
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea boiviniana (Baill.) Drake"
 ]
}

 The dataset includes 129 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003166-250218110819086/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.28433747.v1
title: StayMove

description: Data and code for manuscript titled "StayMove: A Spatiotemporal AI Framework and Benchmark for Human Trajectory Generation".
DOI: 10.15468/dl.d48t43
title: Occurrence Download

description: A dataset containing 413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apteronotus albifrons (Linnaeus, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 413 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003167-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd52ex
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-24.40349 62.83136,-12.48238 62.83136,-12.48238 66.8716,-24.40349 66.8716,-24.40349 62.83136))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lupinus nootkatensis Donn ex Sims",
 "Year 1980-2000"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003168-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rq4ghd
title: Occurrence Download

description: A dataset containing 297902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Sciurus carolinensis Gmelin, 1788"
 ]
}

 The dataset includes 297902 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003142-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88q82w
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.27459 33.61075,48.51058 33.61075,48.51058 42.61434,25.27459 42.61434,25.27459 33.61075))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gonocytisus angulatus (L.) Spach"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003169-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhd7um
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astronotus crassipinnis (Heckel, 1840)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 111 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003170-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48338/vu01-8gxanq
title: The effect of heat acclimation on critical environmental limits and rate of rectal temperature change

description: Contains raw and cleaned data corresponding to the paper titled: "The effect of heat acclimation on critical environmental limits and rate of rectal temperature change". Additionally, all scripts to clean and analyse data are in this data package.
DOI: 10.15468/dl.skb2us
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astronotus ocellatus (Agassiz, 1831)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1072 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003172-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10756968
title: Identifying South African Marine Protected Areas at risk from marine heatwaves and cold spells

description: This data reflects information on marine heatwaves (MHWs) and marine cold spells (MCSs) that occurred along the South African coast from January 1982 to April 2022, with special focus on Marine Protected Areas. Thermal metrics for MHW and MCS events were obtained using the HeatwaveR package (Schlegel and Smit, 2018) and the associated Marine Heatwave Tracker (Schlegel, 2020).
DOI: 10.5281/zenodo.10756967
title: Identifying South African Marine Protected Areas at risk from marine heatwaves and cold spells

description: This data reflects information on marine heatwaves (MHWs) and marine cold spells (MCSs) that occurred along the South African coast from January 1982 to April 2022, with special focus on Marine Protected Areas. Thermal metrics for MHW and MCS events were obtained using the HeatwaveR package (Schlegel and Smit, 2018) and the associated Marine Heatwave Tracker (Schlegel, 2020). 

 

THis data stems from Courtailac et al (in review) Indentifying South AFrican Marine Protected Areas at risk of marine heatwaves and cold-spells
DOI: 10.5281/zenodo.14900260
title: Identifying South African Marine Protected Areas at risk from marine heatwaves and cold spells

description: This data reflects information on marine heatwaves (MHWs) and marine cold spells (MCSs) that occurred along the South African coast from January 1982 to April 2022, with special focus on Marine Protected Areas. Thermal metrics for MHW and MCS events were obtained using the HeatwaveR package (Schlegel and Smit, 2018) and the associated Marine Heatwave Tracker (Schlegel, 2020). 

 

THis data stems from Courtailac et al (in review) Indentifying South AFrican Marine Protected Areas at risk of marine heatwaves and cold-spells
DOI: 10.5281/zenodo.14900286
title: Upload test

description: This is a dummy file for upload test.
DOI: 10.5281/zenodo.14900287
title: Upload test

description: This is a dummy file for upload test.
DOI: 10.15468/dl.sprx2g
title: Occurrence Download

description: A dataset containing 869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocotea foetens (Aiton) Baill."
 ]
}

 The dataset includes 869 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003174-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28451090
title: Supplementary information files for "An artificial neural network model for the prediction of entrained droplet fraction in annular gas-liquid two-phase flow in vertical pipes"

description: Supplementary files for article "An artificial neural network model for the prediction of entrained droplet fraction in annular gas-liquid two-phase flow in vertical pipes"<br>The entrained droplet fraction (<i>e</i>) is an important quantity in annuar gas-liquid two-phase flows as it allows more precise calculation of the gas core density. This results in more accurate calculation of pressure drop in pipes involving such flows. Accurate pressure drop modelling which incorporates the entrained liquid fraction is crucial for the appropriate design of downstream oil and gas facilities and for predicting the inception of dry-out in heat transfer applications involving boiling two-phase flows. While experimentation and correlations from the experimental data are widely used for closure relationships in prediction models (such as the two-fluid model), this method has drawback of the prediction limited to the range of data and discontinuities when mechanistic models (embedded with these correlations) are solved. Furthermore, correlation with a large number of input variables is usually difficult as the prediction contains a large amount of scatter. Machine learning methods are known to overcome this under-fitting problem. This study proposes an artificial neural network (ANN) model for the entrained liquid fraction in annular gas-liquid flows. Using the superficial gas velocity (<i>u</i><sub><em>s</em></sub><sub><em>g</em></sub>), superficial liquid velocity (<i>u</i><sub><em>s</em></sub><sub><em>l</em></sub>), gas viscosity (<i>μ</i><sub><em>g</em></sub>), liquid viscosity (<i>μ</i><sub><em>l</em></sub>), gas density (<i>ρ</i><sub><em>g</em></sub>), liquid density (<i>ρ</i><sub><em>l</em></sub>), pipe diameter (D) and liquid surface tension (<i>σ</i><sub><em>l</em></sub>) as input variables, 6 neurons (chosen after a sensitivity analysis) were used to relate these to the output variable, <i>e</i>. The results show that the ANN model performed well exhibiting much less scatter than previous widely used correlations. Furthermore, it was demonstrated from a sensitivity analysis that <i>u</i><sub><em>s</em></sub><sub><em>g</em></sub> has the most impact on the ANN model when removed, and is the most significant variable. To varying degrees, other variables such as <i>u</i><sub><em>s</em></sub><sub><em>l</em></sub><sub> </sub>and ρ<sub>g</sub> were shown to have lesser effects on the accuracy of the ANN model. Based on the 1367 data points gathered, it was quantitatively shown that the new ANN model gave superior predictions of the entrained droplet fraction when compared to two previous correlations developed from even larger datasets.© The Authors CC BY 4.0