cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xtrd7r
title: Occurrence Download

description: A dataset containing 3234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myxine limosa Girard, 1859"
 ]
}

 The dataset includes 3234 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059454-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d66gpx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrosigma acuminatum (Kützing) Rabenhorst, 1853",
 "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 ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059455-250525065834625/datasets/export for details.
DOI: 10.15468/dl.v7jjq3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis xenognathus Greenwood, 1957",
 "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 ((37.7662 19.7333,37.7663 20.0599,37.1382 20.0599,37.1382 11.0599,44.3186 11.0599,44.0798 11.2595,43.8495 11.8222,43.8305 12.54,43.3858 13.2657,41.2508 15.1278,41.3523 15.6631,41.1413 16.086,40.7405 16.3725,40.5343 16.9022,39.5387 17.0726,39.1348 18.0388,39.3493 18.6268,39.116 19.1892,38.3245 19.7041,37.7662 19.7333))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059457-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ecn3c5
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Imantodes gemmistratus (Cope, 1861)"
 ]
}

 The dataset includes 801 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059458-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00001545.0
title: Data Package for study.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/dl.zaw4wt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrosigma acuminatum (Kützing) Rabenhorst, 1853",
 "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 ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059459-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15703686
title: The Neanderthal Niche Space of Western Eurasia - Supplemental Material

description: The data provided here are the supplemental information accompanying the journal article The Neanderthal Niche Space of Western Eurasia 145ka to 30ka ago by Yaworsky, Nielsen, & Nielsen. All analyses were performed in R v4.5.0 and are documented in the HTML document, Supplemental 9.

List of Supplemental Files:



ROCEEH Archaeological Observations - File name: FaunalData_52923_NOANIMALS.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. The zooarchaeological observations have been removed from the original PHP query.



ROCEEH Dates Data - File name: Dates_Geog.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. These are the Geolayer dates.



ROCEEH Dates Data - File name: Dates_Assem.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. These are the ArchLayer dates.



ROCEEH Dates Data - File name: Dates_ArchLayer.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. These are the Assemblage dates.



Spatiotemporal Archaeological Observations - File name: ArchaeologicalData_V1.csv



Derived from Supplemental 1 after removing observations that dated outside of the 145ka to 50ka year range, all NA values, and observations duplicated in time and space (1000-year range).



Spatiotemporal Background Points - File name: AbsencePointData.csv



Randomly generated background points. 100 random points were generated in each millennium.



High-Resolution Spatiotemporal Predictions - File name: SDM_MainGIF.mp4



High-resolution mp4 file showing the predictions of the Neanderthal niche space from 145ka to 30ka ago.



Neanderthal Niche Space 145ka to 30ka ago- File name: Human_Niche_Size.csv



Quantification of the Neanderthal niche space for each millennium.



Analysis Markdown Document - File Name: NeanderEdgeMD_v5.html



Markdown illustrating step-by-step the methods used to organize and analyze the data.



Delta O18 Record - File name: LisieckiRaymod18O.csv



Delta O18 Record from Lisiecki & Raymo, 2005.

Used in Figure 1 of the publication to illustrate the relationship between Neanderthal niche size and Delta O18 values.



Neanderthal Niche Space 350ka ago to Present - File name: Human_Niche_Size_350k.csv



Neanderthal niche space estimates from 350ka to the present based on the model constructed around the 145ka to 50ka ago archaeological observations.

Not discussed in the main publication.




The NeanderEDGE Project is funded by the Independent Research Fund Denmark (Danmarks Frie Forskningsfond) case number 9062-00027B.
DOI: 10.5281/zenodo.8112870
title: The Neanderthal Niche Space of Western Eurasia - Supplemental Material

description: The data provided here are the supplemental information accompanying the journal article The Neanderthal Niche Space of Western Eurasia 145ka to 30ka ago by Yaworsky, Nielsen, & Nielsen. All analyses were performed in R v4.5.0 and are documented in the HTML document, Supplemental 9.

List of Supplemental Files:



ROCEEH Archaeological Observations - File name: FaunalData_52923_NOANIMALS.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. The zooarchaeological observations have been removed from the original PHP query.



ROCEEH Dates Data - File name: Dates_Geog.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. These are the Geolayer dates.



ROCEEH Dates Data - File name: Dates_Assem.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. These are the ArchLayer dates.



ROCEEH Dates Data - File name: Dates_ArchLayer.csv



Retrieved from Role of Culture in Early Expansions of Humans Out-of Africa Database (http://www.roceeh.net)

Original PHP query is found in Supplemental 9. These are the Assemblage dates.



Spatiotemporal Archaeological Observations - File name: ArchaeologicalData_V1.csv



Derived from Supplemental 1 after removing observations that dated outside of the 145ka to 50ka year range, all NA values, and observations duplicated in time and space (1000-year range).



Spatiotemporal Background Points - File name: AbsencePointData.csv



Randomly generated background points. 100 random points were generated in each millennium.



High-Resolution Spatiotemporal Predictions - File name: SDM_MainGIF.mp4



High-resolution mp4 file showing the predictions of the Neanderthal niche space from 145ka to 30ka ago.



Neanderthal Niche Space 145ka to 30ka ago- File name: Human_Niche_Size.csv



Quantification of the Neanderthal niche space for each millennium.



Analysis Markdown Document - File Name: NeanderEdgeMD_v5.html



Markdown illustrating step-by-step the methods used to organize and analyze the data.



Delta O18 Record - File name: LisieckiRaymod18O.csv



Delta O18 Record from Lisiecki & Raymo, 2005.

Used in Figure 1 of the publication to illustrate the relationship between Neanderthal niche size and Delta O18 values.



Neanderthal Niche Space 350ka ago to Present - File name: Human_Niche_Size_350k.csv



Neanderthal niche space estimates from 350ka to the present based on the model constructed around the 145ka to 50ka ago archaeological observations.

Not discussed in the main publication.




The NeanderEDGE Project is funded by the Independent Research Fund Denmark (Danmarks Frie Forskningsfond) case number 9062-00027B.
DOI: 10.15468/dl.ts4nbq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.39251 39.62132,3.54197 39.62253,3.54355 39.69157,3.49163 39.76659,3.38622 39.81978,3.16596 39.75449,3.39251 39.62132))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Natrix maura (Linnaeus, 1758)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059460-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbm9gj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis xenognathus Greenwood, 1957",
 "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 ((45.66 11.3473,45.0861 11.0599,46.1382 11.0599,46.1382 11.2722,45.66 11.3473))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059461-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29369399
title: Deep Learning and Multi-Omics Reveal PANoptosis-Related Signatures and Prognostic Biomarkers in Gastric Cancer

description: The R code used in the analysis of the data is available.Collected and organized all relevant intermediate data and results during the analysis process. Ensure the reproducibility of research methods and results, and provide inspiration and basis for subsequent related research.
DOI: 10.6084/m9.figshare.29369399.v1
title: Deep Learning and Multi-Omics Reveal PANoptosis-Related Signatures and Prognostic Biomarkers in Gastric Cancer

description: The R code used in the analysis of the data is available.Collected and organized all relevant intermediate data and results during the analysis process. Ensure the reproducibility of research methods and results, and provide inspiration and basis for subsequent related research.
DOI: 10.15468/dl.8dzzbk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrosigma acuminatum (Kützing) Rabenhorst, 1853",
 "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 ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059463-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.11074087
title: Accessibility to surgery cares in France
title: Indicators at municipality level

description: This dataset provides indicators on accessibility to hospitals with surgery cares for french communes. Data have been processed with R and travel time by car with an open source routing engine based on OpenStreetMap : osrm. 

Raw data are available under the raw folder of this archive and consolided indicators in the output folder. The methodological processing is described in a notebook, in French, available here (and in the readme.html file of this repository).
DOI: 10.5281/zenodo.15703711
title: Accessibility to surgery cares in France
title: Indicators at municipality level

description: This dataset provides indicators on accessibility to hospitals with surgery cares for french communes. Data have been processed with R and travel time by car with an open source routing engine based on OpenStreetMap : osrm. 

Raw data are available under the raw folder of this archive and consolided indicators in the output folder. The methodological processing is described in a notebook, in French, available here (and in the readme.html file of this repository).
DOI: 10.15468/dl.88zeej
title: Occurrence Download

description: A dataset containing 3234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Myxine limosa Girard, 1859"
 ]
}

 The dataset includes 3234 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059462-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sny3w5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis xenognathus Greenwood, 1957",
 "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 ((37.3005 22.3477,37.1382 22.4869,37.1382 20.0599,37.7663 20.0599,37.7668 21.2899,37.3972 21.7772,37.3005 22.3477))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059464-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2fzq34
title: Occurrence Download

description: A dataset containing 1124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptophis diplotropis (Günther, 1872)"
 ]
}

 The dataset includes 1124 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059465-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/xx2d-yj56
title: "TM-KAN:A Dual-Branch Encoder with Transformer and Mamba for Remote Sensing Image Semantic Segmentation using KAN-based Decoder"

description: "This is a label image of a building."
DOI: 10.15468/dl.2zp9cx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrosigma acuminatum (Kützing) Rabenhorst, 1853",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059466-250525065834625/datasets/export for details.
DOI: 10.21227/dsj3-sd04
title: "LAT-BirdDrone"

description: "This summary focuses on the LAT-BirdDrone dataset, a self-collected dataset specifically designed for low-altitude micro-target trajectory classification. The dataset is acquired using the Three-band refrigeration photoelectric turntable Z50IV-CTVC690110-21100, an advanced long-distance optoelectronic detection system developed by Hepu Vision. It comprises 60 videos of birds captured in both visible light and infrared, and 15 infrared videos of drones. Each video is accompanied by corresponding annotation files, which are essential for trajectory analysis and model training. The dataset provides comprehensive coverage of dynamic motion patterns under various lighting, weather, and complex background conditions, making it a valuable resource for research in low-altitude micro-target monitoring and trajectory classification.\u200b "
DOI: 10.5281/zenodo.8366969
title: UAVBillboards dataset

description: UAVBillboards is a drone-captured dataset of over 1,300 urban images featuring billboard advertisements in Poznań, Poland, designed to support research in outdoor advertising detection and instance segmentation. Collected using a low-cost DJI Mini 2 drone under diverse weather and lighting conditions, the dataset includes over 5,200 annotated labels across free-standing, wall-mounted billboards, and large road signs. Each image is enriched with geolocation metadata and categorized into landscape-based splits, making UAVBillboards a valuable resource for computer vision and smart city applications.

More here: https://putvision.github.io/UAVBillboards/
DOI: 10.5281/zenodo.8366970
title: UAVBillboards dataset

description: UAVBillboards is a drone-captured dataset of over 1,300 urban images featuring billboard advertisements in Poznań, Poland, designed to support research in outdoor advertising detection and instance segmentation. Collected using a low-cost DJI Mini 2 drone under diverse weather and lighting conditions, the dataset includes over 5,200 annotated labels across free-standing, wall-mounted billboards, and large road signs. Each image is enriched with geolocation metadata and categorized into landscape-based splits, making UAVBillboards a valuable resource for computer vision and smart city applications.

More here: https://putvision.github.io/UAVBillboards/
DOI: 10.25625/bqvj0y/oudkva
title: 04_data_plots.R

description: :unav
DOI: 10.25625/bqvj0y/hw8sq7
title: data_clean.tab

description: :unav
DOI: 10.25625/bqvj0y/rxpr1f
title: readme.txt

description: :unav
DOI: 10.15468/dl.tamdvj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis xenognathus Greenwood, 1957",
 "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 ((44.9094 1.1982,46.1382 1.9309,46.1382 2.0599,37.1382 2.0599,37.1382 -6.9401,40.3593 -6.9401,40.412 -6.7736,40.0778 -6.426,39.9615 -5.9146,40.3471 -5.2827,40.3421 -4.7259,40.0631 -4.4307,40.3789 -3.7221,40.7318 -3.0429,41.8321 -2.1586,43.8394 0.2906,44.9094 1.1982))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059467-250525065834625/datasets/export for details.
DOI: 10.25625/bqvj0y/bzeovs
title: 02_data_tax_calculations.R

description: :unav
DOI: 10.25934/pr00001540.0
title: Data Package for study.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25625/bqvj0y/ppzhgr
title: 03_plot_dairy_demand.R

description: :unav
DOI: 10.25625/bqvj0y
title: Replication Data for "Carbon tax on milk products and the exact consumer welfare measure in emerging economies"

description: Replication Data for "Carbon tax on milk products and the exact consumer welfare measure in emerging economies" https://doi.org/10.1002/agr.21854
DOI: 10.25625/bqvj0y/5bdzlo
title: 01_data_prep_desc_ols.R

description: :unav
DOI: 10.7910/dvn/8hmb0c
title: Replication Data for: Sponsorship Disclosures That Go Viral: Impact of #Sponsored versus #Ad on Content Virality

description: Dataset used in the manuscript titled Sponsorship Disclosures That Go Viral: Impact of #Sponsored versus #Ad on Content Virality
DOI: 10.15468/dl.cweruw
title: Occurrence Download

description: A dataset containing 415 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaxyrus nelsoni (Stejneger, 1893)"
 ]
}

 The dataset includes 415 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000288-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzs8jv
title: Occurrence Download

description: A dataset containing 1695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.7655 52.02952,5.89569 52.02952,5.89569 52.12755,5.7655 52.12755,5.7655 52.02952))",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 1695 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073357-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u9hqs
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtopodium fowliei L.C.Menezes"
 ]
}

 The dataset includes 138 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155182-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.