cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17093753
title: The GreenHydrogen.Ninja: Global levelised cost of green hydrogen from wind, solar and hybrid generation

description: Green hydrogen’s role in global decarbonisation depends on its cost and carbon footprint. These vary widely in existing modelling studies, prohibiting a coherent global evaluation. Here, we present underlying data that assesses global levelised costs and embodied carbon for green hydrogen from wind, solar PV and hybrid systems, using spatially granular renewable profiles over 96,000 locations and country-specific costs of capital to optimise electrolyser sizing relative to the on-site renewable capacity. Required costs and carbon intensity of grid imports of electricity to not worsen the average carbon footprint or levelised cost of hydrogen are also assessed.

Further details alongside an interactive web interface can be found here: https://greenhydrogenninja.streamlit.app/. 

The hydrogen model used to develop these results can be found here: https://github.com/LukeHatton21/HydrogenModel.
DOI: 10.5281/zenodo.17093754
title: The GreenHydrogen.Ninja: Global levelised cost of green hydrogen from wind, solar and hybrid generation

description: Green hydrogen’s role in global decarbonisation depends on its cost and carbon footprint. These vary widely in existing modelling studies, prohibiting a coherent global evaluation. Here, we present underlying data that assesses global levelised costs and embodied carbon for green hydrogen from wind, solar PV and hybrid systems, using spatially granular renewable profiles over 96,000 locations and country-specific costs of capital to optimise electrolyser sizing relative to the on-site renewable capacity. Required costs and carbon intensity of grid imports of electricity to not worsen the average carbon footprint or levelised cost of hydrogen are also assessed.

Further details alongside an interactive web interface can be found here: https://greenhydrogenninja.streamlit.app/. 

The hydrogen model used to develop these results can be found here: https://github.com/LukeHatton21/HydrogenModel.
DOI: 10.15468/dl.2b78fd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllonorycter leucographella",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003610-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p96l1rtv
title: Cyanotoxins in the California Sacramento-San Joaquin Delta: Whole Water Cyanotoxin Samples

description: This dataset is comprised of cyanotoxin concentrations from whole water cyanotoxin samples collected at water quality stations in the Sacramento-San Joaquin Delta, beginning in 2020. Cyanotoxin congeners were measured from whole water cyanotoxin samples within the cyanotoxin classes: microcystins, anatoxins, cylindrospermopsins, saxitoxins, anabaenopeptins, and nodularin. Concentrations were measured using liquid chromatography tandem mass spectrometry (LC-MS/MS) and enzyme linked immunosorbent assay (ELISA).
DOI: 10.15468/dl.7n42pb
title: Occurrence Download

description: A dataset containing 18739188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Poecile atricapillus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 18739188 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003549-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6d9mf
title: Occurrence Download

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

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003612-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqcmkw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003611-250914085247600/datasets/export for details.
DOI: 10.25574/27631
title: Chandra X-ray Observatory ObsId 27631

description: Why does feedback fail? The cluster-central type-II QSO in CL 09104+4109
DOI: 10.34882/dezim.aar.download.1.0.0
title: Soziale Kohäsion in Krisenzeiten. Die Corona-Pandemie und anti-asiatischer Rassismus in Deutschland. Außenperspektive quantitative Erhebungen.

description: Soziale Kohäsion in Krisenzeiten. Die Corona-Pandemie und anti-asiatischer Rassismus in Deutschland. Außenperspektive quantitative Erhebungen.
DOI: 10.15468/dl.m3xynb
title: Occurrence Download

description: A dataset containing 1163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.6.60_1",
 "Geometry POLYGON((-106.00253 39.47448,-106.01246 39.47035,-106.01364 39.46662,-106.01369 39.46441,-106.01339 39.45689,-106.00592 39.45021,-105.98814 39.4478,-105.96859 39.44878,-105.95994 39.45424,-105.95807 39.46421,-105.95979 39.47217,-105.96235 39.47438,-105.96888 39.47993,-105.9848 39.48077,-105.99364 39.48032,-106.00253 39.47448))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1163 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003613-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1093227
title: Site Data from an Evaluation at Sizewell Gap, Part 1 of Galloper Offshore Wind Farm Onshore Archaeological Works 2011-2013

description: This collection comprises site data (reports, images, a survey drawing, spreadsheets and scanned site records) from the first phase of archaeological work on land at Sizewell Gap, Leiston, Suffolk. Wessex Archaeology was commissioned by Galloper Wind Farm Ltd to carry out a pre-determination archaeological field evaluation in advance of the submission of a development consent order to build an offshore wind farm and associated development, including a new substation and associated infrastructure on land at Sizewell Gap. Part 1 of the LCS161 Galloper archive relates to fieldwork undertaken between June 2010 and June 2013 under project numbers 77610 and 77611. A total of 35 machine excavated trial trenches were excavated, with the evaluation proving the existence of features consistent with small scale Late Prehistoric and Romano-British activity probably relating to farming practices.
DOI: 10.15468/dl.9ux9zd
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllonorycter leucographella",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003614-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhmq5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "GadmGid is IDN.23_1",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Material citation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Occurrence evidence",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003616-250914085247600/datasets/export for details.
DOI: 10.15468/dl.69fme7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "GadmGid is IDN.22_1",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Material citation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Occurrence evidence",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003615-250914085247600/datasets/export for details.
DOI: 10.15468/dl.jjx4bt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schistura latidens)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003617-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58119/ulg/an7gb7
title: AReST: Advanced Revelation of Segment Routing Tunnels Dataset

description: This repository accompanies the IMC 2025 paper "Autonomous Systems under AReST: Advanced Revelation of Segment Routing Tunnels". The dataset contains targeted traceroute measurements collected between April 2–6, 2025, from 50 geographically distributed vantage points. The measurement campaign focused on 60 Autonomous Systems (ASes) of interest, selected based on Cisco reports, our operator survey, and the CAIDA AS Rank. Each AS was probed using TNT, an extension of Paris Traceroute, in order to reveal intra-domain topologies and SR-MPLS tunnels. Please cite our IMC 2025 paper if you use this dataset in your own work.
DOI: 10.15468/dl.tb7cvr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "GadmGid is one of (PNG.18_1, PNG.5_1, PNG.11_1, PNG.7_1, PNG.21_1, PNG.9_1, PNG.10_1, PNG.3_1, PNG.19_1, PNG.6_1, PNG.14_1, PNG.8_1, PNG.22_1, PNG.17_1, PNG.2_1, PNG.15_1, PNG.13_1)",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Material citation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Occurrence evidence",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003618-250914085247600/datasets/export for details.
DOI: 10.34882/dezim.aar.remote.1.0.0
title: Soziale Kohäsion in Krisenzeiten. Die Corona-Pandemie und anti-asiatischer Rassismus in Deutschland. Außenperspektive quantitative Erhebungen.

description: Soziale Kohäsion in Krisenzeiten. Die Corona-Pandemie und anti-asiatischer Rassismus in Deutschland. Außenperspektive quantitative Erhebungen.
description: Soziale Kohäsion in Krisenzeiten. Die Corona-Pandemie und anti-asiatischer Rassismus in Deutschland. Außenperspektive quantitative Erhebungen.
DOI: 10.5281/zenodo.17082355
title: Construction of Non-Selectable Reals Outside AC Models via a Generalization of Cantor' s Diagonal Argument

description: A set-theoretic model satisfying the Axiom of Choice (AC) is, by Skolem’s theorem, countable when viewed from a metatheoretical perspective.From this, we assume that the reals within the model can be enumerated metatheoretically, and by applying Cantor’s diagonal argument, we are led to the existence of “non-selectable reals” outside the model.Building upon this observation, the present paper constructively and explicitly demonstrates, through a generalization of Cantor’s diagonal argument based on finite partial functions and their amalgamation procedure, that uncountably many reals inaccessible by AC-based choice functions exist outside the AC model.Thus, we provide a method for explicitly constructing objects that were previously known to exist only “non-constructively.”Although the theorems employed are classical, their operational reconstruction renders visible the logical gap between the inside and outside of the model.

This paper deliberately refrains from detailed comparison with existing forcing methods, focusing instead on enabling the reader to directly retrace the procedure of the construction.
description: Version 4

 



Correction of incorrect terminology

Addition of sentences to the Introduction


 

Version 3

 



In the Japanese version, the open interval was revised to a closed interval, and certain notational adjustments were made.

The English version was added.
DOI: 10.5281/zenodo.16657765
title: Construction of Non-Selectable Reals Outside AC Models via a Generalization of Cantor' s Diagonal Argument

description: A set-theoretic model satisfying the Axiom of Choice (AC) is, by Skolem’s theorem, countable when viewed from a metatheoretical perspective.From this, we assume that the reals within the model can be enumerated metatheoretically, and by applying Cantor’s diagonal argument, we are led to the existence of “non-selectable reals” outside the model.Building upon this observation, the present paper constructively and explicitly demonstrates, through a generalization of Cantor’s diagonal argument based on finite partial functions and their amalgamation procedure, that uncountably many reals inaccessible by AC-based choice functions exist outside the AC model.Thus, we provide a method for explicitly constructing objects that were previously known to exist only “non-constructively.”Although the theorems employed are classical, their operational reconstruction renders visible the logical gap between the inside and outside of the model.

This paper deliberately refrains from detailed comparison with existing forcing methods, focusing instead on enabling the reader to directly retrace the procedure of the construction.
description: Version 4

 



Correction of incorrect terminology

Addition of sentences to the Introduction


 

Version 3

 



In the Japanese version, the open interval was revised to a closed interval, and certain notational adjustments were made.

The English version was added.
DOI: 10.18712/nsd-nsd3319-v3
title: An Occupational Job Strain Index based on five Norwegian nationwide Surveys of Living Conditions on work environment

description: The Nordic countries have a rich history of using high-quality register data for research purposes. However, these data often lack crucial information related to working conditions, which is vital for studying social inequalities in health and social epidemiology. To address this gap, job exposure matrices (JEMs) have been developed based on job titles to provide information on various exposures and stressors. Although JEMs offer advantages in enriching register data, they also pose challenges such as misclassification.

Building upon the work of Hanvold et al., who constructed a JEM for mechanical job exposures in Norway using data from the Survey of Living Conditions in 2006 and 2009, this study expands upon their efforts by extending and improving the  job exposure matrix. Three additional surveys from 2013, 2016, and 2019 were included, requiring the creation of a correspondence table between occupational codes across the surveys. This expansion resulted in a larger dataset, enhancing the statistical precision of estimates.

Furthermore, the JEM was applied to Norwegian register data, and the predictive validity of the JEM was examined using disability benefits, mortality, and the number of long-term sick absence periods as health outcomes. Concurrent validity was assessed by considering lower back pain and long-term sick leave. In contrast to previous research focusing on specific exposures and diagnoses, this study adopts a broader approach by developing an Occupational Mechanical Job Exposure Index to summarize mechanical job exposures. The ultimate goal is to use this index for future analyses of Norwegian register data, drawing upon traditions in social policy, health inequality research, and labor market analysis

The Occupational Job Strain Index is documentet and validated in: 
Le, G.H., Hermansen, Å. & Dahl, E. Constructing and validating an occupational job strain index based on five Norwegian nationwide surveys of living conditions on work environment. BMC Public Health 23, 50 (2023). https://doi.org/10.1186/s12889-022-14957-1

The script that documents how the exposures were calculated and the JEM constructed, as well as a dataset including the completed job exposure matrix based on all five surveys, is hereby made accessible for other researcher who want to use the JEM and the Occupational Job Strain Index in their research.

License: Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).

In all publications of results based on the information, Statistics Norway (SSB) must be cited as the data source.
DOI: 10.15468/dl.pfqwd8
title: Occurrence Download

description: A dataset containing 17147293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 17147293 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022154-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bubbsa
title: Occurrence Download

description: A dataset containing 577986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Impatiens glandulifera"
 ]
}

 The dataset includes 577986 records from 963 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003563-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ms8mxy
title: Occurrence Download

description: A dataset containing 13750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncostoma olivaceum (Lawrence, 1862)"
 ]
}

 The dataset includes 13750 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0377429-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmugwv
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grindelia ciliata (Nutt.) Spreng.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 361 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268634-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky93c6
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence, Material sample)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bolitoglossa sima (Vaillant, 1911)"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146159-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es23tn
title: Occurrence Download

description: A dataset containing 21046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Broussonetia papyrifera (L.) L'Hér. ex Vent."
 ]
}

 The dataset includes 21046 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212914-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsbmzm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Geometry MULTIPOLYGON (((-82.66469 17.69057, -82.561 17.74334, -82.556 17.742, -82.55454 17.74109, -82.55407 17.74086, -82.55358 17.74066, -82.55259 17.74034, -82.55105 17.74005, -82.54714 17.74, -82.54305 17.73748, -82.53305 17.73505, -82.50942 17.73766, -82.39609 17.83646, -82.33411 17.985, -82.19581 17.98707, -82.03096 18.45115, -82.055 18.45214, -82.05522 18.45708, -82.05586 18.45907, -82.05634 18.46, -82.05661 18.46045, -82.05691 18.46088, -82.05831 18.46243, -82.08959 18.47166, -82.17454 18.481, -82.22705 18.58405, -82.43442 18.68466, -82.793 17.874, -82.66469 17.69057)))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178346-210914110416597/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.25685955
title: Universal Rapid Weather Prediction Model (Sonagi Model) Forecast Current Result

description: Universal Rapid Weather Prediction Model (Sonagi Model) Forecast

(Based on the data starting 312 hours before the current date, predicting 10 days after current day)

https://github.com/flyingtext/sonagi-model

somehowme@gmail.com;flyingtext@nate.com

https://sonagi-weather.web.app

Prediction is based on the observation data of
 - Korea Meteorological Administration API
 - United States National Weather Service API
DOI: 10.6084/m9.figshare.25685955.v1
title: Universal Rapid Weather Prediction Model (Sonagi Model) Forecast Current Result

description: Universal Rapid Weather Prediction Model (Sonagi Model) Forecast

(Based on the data starting 312 hours before the current date, predicting 10 days after current day)

https://github.com/flyingtext/sonagi-model

somehowme@gmail.com;flyingtext@nate.com

https://sonagi-weather.web.app

Prediction is based on the observation data of
 - Korea Meteorological Administration API
 - United States National Weather Service API
DOI: 10.15468/dl.3p2wb5
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla multiceps T.T.Yu & C.L.Li"
 ]
}

 The dataset includes 37 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093967-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.