cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12742930
title: Exemplary dataset measured by Bresser WIFI Weather Station from 21.August 2023

description: The Bresser WIFI Colour Weather Station is a convenient weather station for citizen science projects. It is equipped with sensors to measure wind speed, wind direction, humidity, temperature, rainfall, UV levels and light intensity. The WIFI feature allows users to share their data on weather platforms such as AWEKAS, Weather Underground or Weather Cloud.
DOI: 10.5281/zenodo.12742931
title: Exemplary dataset measured by Bresser WIFI Weather Station from 21.August 2023

description: The Bresser WIFI Colour Weather Station is a convenient weather station for citizen science projects. It is equipped with sensors to measure wind speed, wind direction, humidity, temperature, rainfall, UV levels and light intensity. The WIFI feature allows users to share their data on weather platforms such as AWEKAS, Weather Underground or Weather Cloud.
DOI: 10.6084/m9.figshare.26303278
title: data

description: Those is the models needed for <b>https://github.com/LuchyBoy/PoDOS</b> .
DOI: 10.6084/m9.figshare.26303278.v1
title: data

description: Those is the models needed for <b>https://github.com/LuchyBoy/PoDOS</b> .
DOI: 10.15468/dl.5xa24h
title: Occurrence Download

description: A dataset containing 3251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Correa alba Andr."
 ]
}

 The dataset includes 3251 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024403-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brzh9v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bagarius yarrelli (Sykes, 1839)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024404-240626123714530/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.26303089
title: model

description: Those is the models needed for <b>https://github.com/LuchyBoy/PoDOS</b> .
DOI: 10.6084/m9.figshare.26303089.v1
title: model

description: Those is the models needed for <b>https://github.com/LuchyBoy/PoDOS</b> .
DOI: 10.15468/dl.dc6vca
title: Occurrence Download

description: A dataset containing 4957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corymbia calophylla (Lindl.) K.D.Hill & L.A.S.Johnson"
 ]
}

 The dataset includes 4957 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024405-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb22sg
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Davidia involucrata Baill."
 ]
}

 The dataset includes 75 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024406-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xvg9v
title: Occurrence Download

description: A dataset containing 2327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Muntiacus muntjak (Zimmermann, 1780)"
 ]
}

 The dataset includes 2327 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024407-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/data/jtwfkx
title: Two-Photon Laser Printing of 3D Multicolor Emissive Polymer Microstructures [data]

description: In this study, we aim for the fabrication of precise multi-color 3D microstructures utilizing organic emitters. We have carefully selected dyes with red, green, and blue (RGB) emission characteristics and incorporated them into printable formulations suitable for two-photon laser printing (2PLP). Specifically, we have chosen an OAPPDO derivative, a boron dipyrromethene difluoride (BODIPY), and a coumarin derivative as red, green, and blue emitters, respectively, each functionalized with acrylate groups. The photopolymerizable groups allow for covalent linking to the polymer network formed in the subsequent step, enabling precise control over the incorporation of the desired emitter. The formulations including these three photopolymerizable dyes have been employed to print emissive 3D microstructures via 2PLP. Furthermore, we have studied and optimized their printability, resolution, and emission properties for each case. In a last step, we have fabricated complex multi-material 3D microstructures, demonstrating the versatility and potential application of our method in displays or anti-counterfeiting systems.
DOI: 10.15468/dl.zuestt
title: Occurrence Download

description: A dataset containing 2727 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chondracanthus teedei (Mertens ex Roth) Fredericq"
 ]
}

 The dataset includes 2727 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024408-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11122188
title: X-Shooting ULLYSES: Massive Stars at low metallicity - II. DR1: Advanced optical data products for the Magellanic Clouds

description: Xshooter optical spectroscopic data of Magellanic Clouds targets observed by the ESO Large Program X-Shooting ULLYSES: Massive Stars at low metallicity (PI: Vink; Porgram ID: 106.2011Z). This version is identical to the previous version but includes the LMC and SMC atlases and the static calibration files with the new flux models (all arms) and spline anchor points (only UVB).
DOI: 10.5281/zenodo.11122189
title: X-Shooting ULLYSES: Massive Stars at low metallicity - II. DR1: Advanced optical data products for the Magellanic Clouds

description: Xshooter optical spectroscopic data of Magellanic Clouds targets observed by the ESO Large Program X-Shooting ULLYSES: Massive Stars at low metallicity (PI: Vink; Porgram ID: 106.2011Z).
DOI: 10.5281/zenodo.12179409
title: X-Shooting ULLYSES: Massive Stars at low metallicity - II. DR1: Advanced optical data products for the Magellanic Clouds

description: Xshooter optical spectroscopic data of Magellanic Clouds targets observed by the ESO Large Program X-Shooting ULLYSES: Massive Stars at low metallicity (PI: Vink; Porgram ID: 106.2011Z). This version is identical to the previous version but includes the LMC and SMC atlases.
DOI: 10.5281/zenodo.12743023
title: X-Shooting ULLYSES: Massive Stars at low metallicity - II. DR1: Advanced optical data products for the Magellanic Clouds

description: Xshooter optical spectroscopic data of Magellanic Clouds targets observed by the ESO Large Program X-Shooting ULLYSES: Massive Stars at low metallicity (PI: Vink; Porgram ID: 106.2011Z). This version is identical to the previous version but includes the LMC and SMC atlases and the static calibration files with the new flux models (all arms) and spline anchor points (only UVB).
DOI: 10.15468/dl.bxzjza
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Grus nigricollis Prjevalsky, 1876",
 "Year 2019-2024"
 ]
}

 The dataset includes 585 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024409-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94aaft
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Exostoma peregrinator Ng & Vidthayanon, 2014",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024411-240626123714530/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.25447372
title: The effect of CO2 on the age dependence of neurovascular coupling supplemental tables.

description: The effect of carbon dioxide on the age dependence of neurovascular coupling supplemental tables for the main manuscript.The title of the article is: The effect of carbon dioxide on the age dependence of neurovascular coupling.This a study measuring changes in cerebral blood flow velocity during different carbon dioxide states, hypercapnia, hypocapnia, and poikilocapnia, across different age groups.This material represents tables illustrating the findings of the data.Funding of the research:Thompson G. Robinson. is an NIHR Senior Investigator. L.B. is an Academic Clinical Lecturer funded by the NIHR. The views expressed are those of the author(s) and not necessarily those of the NIHR or the Department of Health and Social Care.
DOI: 10.25392/leicester.data.25447372.v1
title: The effect of CO2 on the age dependence of neurovascular coupling supplemental tables.

description: The effect of carbon dioxide on the age dependence of neurovascular coupling supplemental tables for the main manuscript.The title of the article is: The effect of carbon dioxide on the age dependence of neurovascular coupling.This a study measuring changes in cerebral blood flow velocity during different carbon dioxide states, hypercapnia, hypocapnia, and poikilocapnia, across different age groups.This material represents tables illustrating the findings of the data.Funding of the research:Thompson G. Robinson. is an NIHR Senior Investigator. L.B. is an Academic Clinical Lecturer funded by the NIHR. The views expressed are those of the author(s) and not necessarily those of the NIHR or the Department of Health and Social Care.
DOI: 10.15468/dl.dheyqy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.28_1",
 "TaxonKey is Aegle marmelos (L.) Corrêa"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024412-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyqxwj
title: Occurrence Download

description: A dataset containing 66635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Switzerland",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichoptera"
 ]
}

 The dataset includes 66635 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024410-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1120952
title: Digital Data from an Archaeological Evaluation at St Mary's House, Adderbury, Banbury 2022

description: This collection comprises digital data (images, text, GIS, vector, spreadsheet) from an archaeological evaluation by John Moore Heritage Services at land to the rear of St Mary's House, Adderbury, Banbury. The evaluation was carried out between 7th and 9th September 2022, as part of a planning application for residential development of the area.
DOI: 10.15468/dl.3xvtf6
title: Occurrence Download

description: A dataset containing 7191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corymbia citriodora (Hook.) K.D.Hill & L.A.S.Johnson"
 ]
}

 The dataset includes 7191 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024413-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/bsitut
title: Data used in the article Do Investors in Dirty and Clean Cryptocurrencies Care about Energy Efficiency in the Same Way?

description: This file contains the data used in the publication "Do Investors in Dirty and Clean Cryptocurrencies Care about Energy Efficiency in the Same Way? "(Będowska-Sójka B, Kliber A). "dirtycoins.csv" includes the log-returns of Bitcoin (BTC), Ethereum (ETH), Bitcoin Cash (BCH), Ethereum Classic (ETC) and Litecoin (LTC). "cleancoins.csv" includes the log-returns of Cardano (ADA), Ripple (XRP), IOTA (IOT), Stellar (XLM) and Nano (XNO). The data comes from the website coinmarketcap.com.The file "Brent_and_CELS.csv" contains the series (log-returns) of Brent oil prices and CELS index. Brent oil future prices and NASDAQ CELS are from the nasdaq.com database.The file "_ICEA Weekly Data_Until 2022 Q4.csv" contains the values of ICEA index. The values of ICEA were obtained from the dataset listed in: Wang, Y., Lucey, B., Vigne, S., and Yarovaya, L. (2022). "An index of cryptocurrency environmental attention (ICEA)". China Finance Review International, 12(3):378–414."US_Policy_Uncertainty_Data.csv" are the data for EPU, downloaded from the Economic Policy Uncertainty website (https://www.policyuncertainty.com); source: 'Measuring Economic Policy Uncertainty' Scott Baker, Nicholas Bloom and Steven J. Davis. Only a subset of data: from January 15, 2019 to September 15, 2022 was used in the study.
DOI: 10.6084/m9.figshare.26303374
title: Supp 2: Is plate tectonics a post-Archean phenomenon? A petrological perspective

description: Table S1.
DOI: 10.6084/m9.figshare.26303374.v1
title: Supp 2: Is plate tectonics a post-Archean phenomenon? A petrological perspective

description: Table S1.
DOI: 10.6084/m9.figshare.26303377
title: Supp 1: Is plate tectonics a post-Archean phenomenon? A petrological perspective

description: Python script for Fig. 8.
DOI: 10.6084/m9.figshare.26303377.v1
title: Supp 1: Is plate tectonics a post-Archean phenomenon? A petrological perspective

description: Python script for Fig. 8.
DOI: 10.5281/zenodo.12742973
title: ARENA_Hierarchical Organization of Distributed Semantic Knowledge in the Human Language System_Language Study Pt. 1: stimulus set

description: P4_WP1_01 Language Study Pt. 1: stimulus set

 

Folder structure: 

Raw_inputThe raw_input contains the text for every chapter of the book to be used in the experiment (Moonwalk mit Einstein: Wie aus einem vergeßlichen Mann ein Gedächtnis-Champion wurde, by Joshua Foer, translated by Ulla Rahn-Huber. Published by Riemann Verlag (28 Mar. 2011)). Additionally, in the folder there is the pretrained vector model for German words (model comes from https://fasttext.cc/docs/en/crawl-vectors.html), ratings for concreteness and word frequency (all references are included in the scripts). Moreover, there is a translated version of the Things labels for intersecting the single words with the THINGS dataset (Hebart MN, Dickter AH, Kidder A, Kwok WY, Corriveau A, et al. (2019) THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images. PLOS ONE 14(10): e0223792. https://doi.org/10.1371/journal.pone.0223792)

ScriptsIn this folder, there are 6 scripts to sample single words from the raw text. The scripts are numbered according to the intended order of use. - 1_from_text_to_df.py: from raw text only nouns and verbs are extracted with their relative word frequency, concreteness, lemma form, and number of characters. 

- 2_cluster_words.py: cluster analysis of word vectors to sample the semantic space as broadly as possible. Loosely based on Pereira, F., Lou, B., Pritchett, B. et al. Toward a universal decoder of linguistic meaning from brain activation. Nat Commun 9, 963 (2018). https://doi.org/10.1038/s41467-018-03068-4. 

- 3_compute_orthographic_density.py: add information for OND20 for both word forms and lemma forms. 

- 4_syntactic_valency.py: this applies only to verbs. It counts the number of arguments necessary for a verb to saturate its syntactic valency (e.g., subject + object). 

- 5_sampling_nouns.py: it samples nouns by preserving the distributions of all variables. The number of characters for every word is kept under 10. Additionally, the extreme quantiles of concreteness are matched by all other variables to ensure that more concrete and more abstract words in the set are still match along the other ratings. 

- 6_sampling_verbs.py: same as above but for verbs. 

Stimuli In this folder, the pool of words before sampling is included. Note that some words have been manually excluded for several reasons: e.g., parsed wrongly in their lemma form; offensive words; words coming from other languages.
DOI: 10.5281/zenodo.12742974
title: ARENA_Hierarchical Organization of Distributed Semantic Knowledge in the Human Language System_Language Study Pt. 1: stimulus set

description: P4_WP1_01 Language Study Pt. 1: stimulus set

 

Folder structure: 

Raw_inputThe raw_input contains the text for every chapter of the book to be used in the experiment (Moonwalk mit Einstein: Wie aus einem vergeßlichen Mann ein Gedächtnis-Champion wurde, by Joshua Foer, translated by Ulla Rahn-Huber. Published by Riemann Verlag (28 Mar. 2011)). Additionally, in the folder there is the pretrained vector model for German words (model comes from https://fasttext.cc/docs/en/crawl-vectors.html), ratings for concreteness and word frequency (all references are included in the scripts). Moreover, there is a translated version of the Things labels for intersecting the single words with the THINGS dataset (Hebart MN, Dickter AH, Kidder A, Kwok WY, Corriveau A, et al. (2019) THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images. PLOS ONE 14(10): e0223792. https://doi.org/10.1371/journal.pone.0223792)

ScriptsIn this folder, there are 6 scripts to sample single words from the raw text. The scripts are numbered according to the intended order of use. - 1_from_text_to_df.py: from raw text only nouns and verbs are extracted with their relative word frequency, concreteness, lemma form, and number of characters. 

- 2_cluster_words.py: cluster analysis of word vectors to sample the semantic space as broadly as possible. Loosely based on Pereira, F., Lou, B., Pritchett, B. et al. Toward a universal decoder of linguistic meaning from brain activation. Nat Commun 9, 963 (2018). https://doi.org/10.1038/s41467-018-03068-4. 

- 3_compute_orthographic_density.py: add information for OND20 for both word forms and lemma forms. 

- 4_syntactic_valency.py: this applies only to verbs. It counts the number of arguments necessary for a verb to saturate its syntactic valency (e.g., subject + object). 

- 5_sampling_nouns.py: it samples nouns by preserving the distributions of all variables. The number of characters for every word is kept under 10. Additionally, the extreme quantiles of concreteness are matched by all other variables to ensure that more concrete and more abstract words in the set are still match along the other ratings. 

- 6_sampling_verbs.py: same as above but for verbs. 

Stimuli In this folder, the pool of words before sampling is included. Note that some words have been manually excluded for several reasons: e.g., parsed wrongly in their lemma form; offensive words; words coming from other languages.
DOI: 10.5281/zenodo.12724834
title: Kiepiel and Johnson – American Journal of Botany 2024 – Scent-mediated bee pollination and myrmecochory in an enigmatic geophyte with pyrogenic flowering and subterranean development of fleshy fruits
DOI: 10.5281/zenodo.12724835
title: Kiepiel and Johnson – American Journal of Botany 2024 – Scent-mediated bee pollination and myrmecochory in an enigmatic geophyte with pyrogenic flowering and subterranean development of fleshy fruits
DOI: 10.15468/dl.rzxhjf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glyptothorax schmidti (Volz, 1904)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024415-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hff99
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hemibagrus wyckioides (Fang & Chaux, 1949)",
 "Year 2000-2024"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024416-240626123714530/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.25447366
title: The effect of CO2 on the age dependence of neurovascular coupling supplemental text.

description: The effect of carbon dioxide on the age dependence of neurovascular coupling supplemental text for the main manuscript.The title of the article is: The effect of carbon dioxide on the age dependence of neurovascular coupling.This a study measuring changes in cerebral blood flow velocity during different carbon dioxide states, hypercapnia, hypocapnia, and poikilocapnia, across different age groups.This material represents supplemental texts supporting the findings of the data.Funding of the research:Thompson G. Robinson. is an NIHR Senior Investigator. L.B. is an Academic Clinical Lecturer funded by the NIHR. The views expressed are those of the author(s) and not necessarily those of the NIHR or the Department of Health and Social Care.
DOI: 10.25392/leicester.data.25447366.v1
title: The effect of CO2 on the age dependence of neurovascular coupling supplemental text.

description: The effect of carbon dioxide on the age dependence of neurovascular coupling supplemental text for the main manuscript.The title of the article is: The effect of carbon dioxide on the age dependence of neurovascular coupling.This a study measuring changes in cerebral blood flow velocity during different carbon dioxide states, hypercapnia, hypocapnia, and poikilocapnia, across different age groups.This material represents supplemental texts supporting the findings of the data.Funding of the research:Thompson G. Robinson. is an NIHR Senior Investigator. L.B. is an Academic Clinical Lecturer funded by the NIHR. The views expressed are those of the author(s) and not necessarily those of the NIHR or the Department of Health and Social Care.