cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15433420
title: Model and reanalysis temperature data and extreme indices for paper "European heat extremes under net-zero emissions"

description: NetCDF files used in paper "European heat extremes under net-zero emissions" (in review)

These data have been preprocessed on Gadi, NCI's HPC system, using the process.ipynb notebook on the GitHub repository. Due to data size limitations, some of the files used for figures in the Appendix are not uploaded, but all those variables can be calculated with data hosted on the Australian ESGF node (for ACCESS-ESM-1.5 data) or on the Climate Data Store of the Copernicus Climate Change Service (for ERA5 reanalysis data).

The data_netzero_EuHeatExtremes.zip includes the following directories:



TXx_sta: TXx monthly and yearly index calculated on ACCESS-ESM-1.5 net-zero 1000-year-long simulations (King et al., 2024)

TXx_cmip6: TXx yearly index calculated on ACCESS-ESM-1.5 historical and SSP5-8.5 ensembles (Ziehn et al., 2020)

TXx_era5: TXx yearly index calculated on ERA5 reanalysis data (Hersbach et al., 2020)

TX90p_sta: TX90p yearly index calculated on ACCESS-ESM-1.5 net-zero 1000-year-long simulations (King et al., 2024)

SAT_sta: yearly SAT data from ACCESS-ESM-1.5 net-zero 1000-year-long simulations (King et al., 2024)




 

References:

 





Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., Nicolas, J., Peubey, C., Radu, R., Schepers, D., Simmons, A., Soci, C., Abdalla, S., Abellan, X., Balsamo, G., Bechtold, P., Biavati, G., Bidlot, J., Bonavita, M., … Thépaut, J.-N. (2020). The ERA5 global reanalysis. Quarterly Journal of the Royal Meteorological Society, 146(730), 1999–2049. https://doi.org/10.1002/qj.3803

 



King, A. D., Ziehn, T., Chamberlain, M., Borowiak, A. R., Brown, J. R., Cassidy, L., Dittus, A. J., Grose, M., Maher, N., Paik, S., Perkins-Kirkpatrick, S. E., & Sengupta, A. (2024). Exploring climate stabilisation at different global warming levels in ACCESS-ESM-1.5. Earth System Dynamics, 15(5), 1353–1383. https://doi.org/10.5194/esd-15-1353-2024


Ziehn, T., Chamberlain, M. A., Law, R. M., Lenton, A., Bodman, R. W., Dix, M., Stevens, L., Wang, Y.-P., & Srbinovsky, J. (2020). The Australian Earth System Model: ACCESS-ESM1.5. Journal of Southern Hemisphere Earth Systems Science, 70(1), 193–214. https://doi.org/10.1071/ES19035
DOI: 10.5281/zenodo.15591749
title: Raw Data
DOI: 10.5281/zenodo.15591750
title: Raw Data
DOI: 10.15468/dl.aqmfax
title: Occurrence Download

description: A dataset containing 59033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Locusta migratoria (Linnaeus, 1758), Locusta migratoria (Linnaeus, 1758), Locusta migratoria (Linnaeus, 1758), Meconema meridionale Costa, 1860)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON (( -30 25 , 40 25 , 40 78 , -30 78 , -30 25 ))"
 ]
}

 The dataset includes 59033 records from 812 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019780-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15591652
title: Kinetics of antibody and risk of respiratory syncytial virus infection in a longitudinal cohort
DOI: 10.5281/zenodo.15591653
title: Kinetics of antibody and risk of respiratory syncytial virus infection in a longitudinal cohort
DOI: 10.15468/dl.qvt54j
title: Occurrence Download

description: A dataset containing 8600 records in GBIF matching the query:
SELECT
 datasetkey,
 COUNT(*) preserved_specimen_record_count
FROM
 occurrence
WHERE
 occurrence.basisofrecord = 'PRESERVED_SPECIMEN'
GROUP BY
 occurrence.datasetkey

 The dataset's 8600 records were derived from 8600 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019781-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bme7pf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus asper (Boulenger, 1911)",
 "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 ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022174-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15471022
title: MedPlanktonSet -  A dataset of labeled IFCB images from the Mediterranean Sea
DOI: 10.5281/zenodo.15471023
title: MedPlanktonSet -  A dataset of labeled IFCB images from the Mediterranean Sea
DOI: 10.23664/rd05-02.acdis.hiv.2005
title: AHRI.HDSS.RD05-02 ACDIS HIV 2005
DOI: 10.15468/dl.5xq95h
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, unknown or invalid)",
 "OccurrenceStatus is Present",
 "TaxonKey is Actinidia arguta (Siebold & Zucc.) Planch. ex Miq."
 ]
}

 The dataset includes 742 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022175-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15261755
title: MESA setup for T. van Lier et al. 2025: "Weak or strong: coupling of mixed oscillation modes on the red-giant branch"

description: MESA inlist and run_star_extras.f90 used to compute the evolutionary tracks shown in the article "Weak or strong: coupling of mixed oscillation modes on the red-giant branch". Further information can be found in the README.txt file.
DOI: 10.5281/zenodo.15261756
title: MESA setup for T. van Lier et al. 2025: "Weak or strong: coupling of mixed oscillation modes on the red-giant branch"

description: MESA inlist and run_star_extras.f90 used to compute the evolutionary tracks shown in the article "Weak or strong: coupling of mixed oscillation modes on the red-giant branch". Further information can be found in the README.txt file.
DOI: 10.15468/tb3snc
title: Avifauna_diversity_in_Kluang_Forest_Reserve_Southern_Peninsular_Malaysia

description: A compilation of bird occurrence data in Gunung Belumut Eco Park located in Kluang Forest Reserve, Southern Peninsular Malaysia with altitude more than 300 meters above sea level. The data includes records of bird species encountered with several different types of methods including point count observations, mist-netting and calling.
DOI: 10.15468/dl.8tyfhr
title: Occurrence Download

description: A dataset listing the 2852 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Latvia",
 "OccurrenceStatus is Present",
 "Year is 2021"
 ]
}

 The dataset's 2852 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025352-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.2cdpfbjq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (321 records)
DOI: 10.15468/dl.rpf7ga
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Nymphaea tetragona Georgi"
 ]
}

 The dataset includes 247 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022474-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc6q7x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus verloreni Chakona, Swartz & Skelton, 2014",
 "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/0022473-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5jf5wn
title: Occurrence Download

description: A dataset containing 60714 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RBINS Mammal collection"
 ]
}

 The dataset includes 60714 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022456-250525065834625/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.29246057
title: The Invisible Burden: A Protocol for an Evidence Gap Map of Postpartum Depression Research in India

description: <i>This protocol outlines methods for creating India’s first Evidence Gap Map (EGM) on postpartum depression (PPD), following PRISMA-EGM standards. It details search strategies, inclusion criteria, and plans to visualize research gaps for policymakers and researchers working on maternal mental health in India.</i>
DOI: 10.6084/m9.figshare.29246057.v1
title: The Invisible Burden: A Protocol for an Evidence Gap Map of Postpartum Depression Research in India

description: <i>This protocol outlines methods for creating India’s first Evidence Gap Map (EGM) on postpartum depression (PPD), following PRISMA-EGM standards. It details search strategies, inclusion criteria, and plans to visualize research gaps for policymakers and researchers working on maternal mental health in India.</i>
DOI: 10.5281/zenodo.15601155
title: Navier–Stokes existence and smoothness problem in three-dimensional Euclidean space.

description: Title: Clay Institute Version: Proof of Global Existence and Smoothness for the Navier–Stokes Equations in ℝ³

Description:This paper presents a formal and rigorous proof of the global existence and smoothness of solutions to the incompressible Navier–Stokes equations in three-dimensional Euclidean space. Utilizing established tools from functional analysis, Sobolev space theory, and compactness arguments, the work demonstrates that smooth, divergence-free initial data leads to a unique, smooth solution for all time.

The analysis begins with the classical energy inequality and extends to higher-order Sobolev norms to ensure regularity. Galerkin approximation methods are employed to construct weak solutions, and convergence is established via Banach-Alaoglu and Aubin-Lions theorems. The proof concludes with a demonstration of uniqueness and continuation criteria, satisfying the requirements set forth by the Clay Mathematics Institute.

This document is submitted as a formal resolution to the Navier–Stokes Millennium Prize Problem, fully aligned with academic standards and structured for professional peer review.

Keywords: Navier–Stokes Equations, Fluid Dynamics, Sobolev Spaces, Functional Analysis, Millennium Problems, Clay Mathematics Institute, Global Regularity, Partial Differential Equations
DOI: 10.5281/zenodo.15601156
title: Navier–Stokes existence and smoothness problem in three-dimensional Euclidean space.

description: Title: Clay Institute Version: Proof of Global Existence and Smoothness for the Navier–Stokes Equations in ℝ³

Description:This paper presents a formal and rigorous proof of the global existence and smoothness of solutions to the incompressible Navier–Stokes equations in three-dimensional Euclidean space. Utilizing established tools from functional analysis, Sobolev space theory, and compactness arguments, the work demonstrates that smooth, divergence-free initial data leads to a unique, smooth solution for all time.

The analysis begins with the classical energy inequality and extends to higher-order Sobolev norms to ensure regularity. Galerkin approximation methods are employed to construct weak solutions, and convergence is established via Banach-Alaoglu and Aubin-Lions theorems. The proof concludes with a demonstration of uniqueness and continuation criteria, satisfying the requirements set forth by the Clay Mathematics Institute.

This document is submitted as a formal resolution to the Navier–Stokes Millennium Prize Problem, fully aligned with academic standards and structured for professional peer review.

Keywords: Navier–Stokes Equations, Fluid Dynamics, Sobolev Spaces, Functional Analysis, Millennium Problems, Clay Mathematics Institute, Global Regularity, Partial Differential Equations
DOI: 10.25574/24140
title: Chandra X-ray Observatory ObsId 24140

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/24141
title: Chandra X-ray Observatory ObsId 24141

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/25642
title: Chandra X-ray Observatory ObsId 25642

description: 2022 Spring Semester - Calibration Observations of Cas A
DOI: 10.25574/25644
title: Chandra X-ray Observatory ObsId 25644

description: 2022 Spring Semester - Calibration Observations of Cas A
DOI: 10.48457/iopan.2025.488
title: Hydrographic and oxygen data from Southern Baltic cruises (December 2023 and February 2024) during the 2023/24 inflow event

description: This dataset contains hydrographic and dissolved oxygen observations collected in the Southern Baltic Sea during two research cruises in December 2023 and February 2024, conducted on board R/V Oceania. The measurements include temperature, salinity, oxygen, and pressure profiles obtained with high-resolution CTD systems along the transect from the Bornholm Basin through the Słupsk Furrow to the Gdańsk Basin. The data capture the hydrographic structure and ventilation signal associated with the 2023/24 inflow event, which introduced saline and oxygen-rich water into the deep basins. These observations provide a basis for analyzing stratification changes, oxygen renewal, and mixing processes during one of the most significant inflows of the last decade.
DOI: 10.5281/zenodo.16988366
title: Forschungsdatensatz Internationalisierung des Rechts in der Schweiz – Klassifizierung eidg. Abstimmungsvorlagen 1991–2022

description: Methode

Kodierung nach 1/0 der folgenden Datenpunkte der Abstimmungsvorlagen: 

–      Schafft die Vorlage einen Widerspruch mit den bestehenden Verpflichtungen der Schweiz aus dem Völkerrecht allgemein? (K.IR)

–      Dient die Vorlage a) der Umsetzung von neuen/bestehenden völkerrechtlichen Verpflichtungen allgemein oder b) schafft die Vorlage neue völkerrechtliche Verpflichtungen allgemein? (nIR)

–      Führt die Vorlage zu einer Änderung der bestehenden politischen Rechte/demokratischen Verfahren in der Schweiz? (Dem.)

–      Schafft die Vorlage einen Widerspruch mit den bestehenden Verpflichtungen der Schweiz aus dem Wirtschaftsvölkerrecht? (K.HR)

–      Dient die Vorlage a) der Umsetzung von neuen/bestehenden wirtschaftsvölkerrechtlichen Verpflichtungen oder b) schafft die Vorlage neue wirtschaftsvölkerrechtliche Verpflichtungen? (nHR)

–      Wurde die Vorlage in der eidgenössischen Volksabstimmung angenommen? (Ang.)

 

Die rechtliche Beurteilung des Verhältnisses zwischen der Abstimmungsvorlage und dem allgemeinen Völkerrecht, dem Wirtschaftsvölkerrecht und den politischen Rechten basiert auf der betreffenden Beurteilung durch den Bundesrat (Botschaft), sowie wo in den Fussnoten separat vermerkt in Ergänzung zur Botschaft des Bundesrats auf der separaten Begutachtung im Einzelfall. Quellen sind einerseits die Bundeskanzlei, sowie anderseits der Datensatz «swiss votes» der Universität Bern.
DOI: 10.5281/zenodo.16988367
title: Forschungsdatensatz Internationalisierung des Rechts in der Schweiz – Klassifizierung eidg. Abstimmungsvorlagen 1991–2022

description: Methode

Kodierung nach 1/0 der folgenden Datenpunkte der Abstimmungsvorlagen: 

–      Schafft die Vorlage einen Widerspruch mit den bestehenden Verpflichtungen der Schweiz aus dem Völkerrecht allgemein? (K.IR)

–      Dient die Vorlage a) der Umsetzung von neuen/bestehenden völkerrechtlichen Verpflichtungen allgemein oder b) schafft die Vorlage neue völkerrechtliche Verpflichtungen allgemein? (nIR)

–      Führt die Vorlage zu einer Änderung der bestehenden politischen Rechte/demokratischen Verfahren in der Schweiz? (Dem.)

–      Schafft die Vorlage einen Widerspruch mit den bestehenden Verpflichtungen der Schweiz aus dem Wirtschaftsvölkerrecht? (K.HR)

–      Dient die Vorlage a) der Umsetzung von neuen/bestehenden wirtschaftsvölkerrechtlichen Verpflichtungen oder b) schafft die Vorlage neue wirtschaftsvölkerrechtliche Verpflichtungen? (nHR)

–      Wurde die Vorlage in der eidgenössischen Volksabstimmung angenommen? (Ang.)

 

Die rechtliche Beurteilung des Verhältnisses zwischen der Abstimmungsvorlage und dem allgemeinen Völkerrecht, dem Wirtschaftsvölkerrecht und den politischen Rechten basiert auf der betreffenden Beurteilung durch den Bundesrat (Botschaft), sowie wo in den Fussnoten separat vermerkt in Ergänzung zur Botschaft des Bundesrats auf der separaten Begutachtung im Einzelfall. Quellen sind einerseits die Bundeskanzlei, sowie anderseits der Datensatz «swiss votes» der Universität Bern.
DOI: 10.15468/dl.de97w5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004786-250827131500795/datasets/export for details.
DOI: 10.3886/e192280v1-187394
title: Data and Code for: Clean Identification? The Effects of the Clean Air Act on Air Pollution, Exposure Disparities and House Prices

description: We assess the US Clean Air Act standards for fine particulate matter (PM2.5). Using high-resolution data, we find that the 2005 regulation reduced PM2.5 levels by 0.4μg/m^3 over five years, with larger effects in more polluted areas. Standard difference-in-differences overstates these effects by a factor of three because time trends differ by baseline pollution, a bias we overcome with three alternative approaches. We show that the regulation contributed to narrowing Urban-Rural and Black-White PM2.5 exposure disparities, but less than difference-in-differences suggest. Pollution damages capitalized into house prices, on the other hand, appear larger than previously thought when leveraging regulatory variation.
DOI: 10.6073/pasta/77c668e617c2ce6a008306dfa3fa9840
title: Hubbard Brook Experimental Forest: Chemistry of freely-draining soil solutions in Watershed 6, 1984 - ongoing

description: Tension-free lysimeters were installed in three soil horizons at three locations adjacent to Hubbard Brook Experiment Forest Watershed 6. At each location lysimeters were placed beneath the Oa horizon and within the upper and lower B horizon. Soil solution samples were collected approximately monthly and analyzed for pH, acid neutralizing capacity (ANC), base cations, soluble anions, trace metals, nitrogen and carbon.
 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.
DOI: 10.15468/dl.h2pgy3
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibalanus improvisus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 204 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004788-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49fsc2
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibalanus improvisus",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 425 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004789-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16953433
title: Insecticide resistance and species diversity in Anopheles gambiae s.l. in Côte d'Ivoire

description: This dataset accompanies the study “Insecticide resistance and species diversity in Anopheles gambiae s.l. in Côte d’Ivoire.” The study investigated insecticide resistance phenotypes, target-site mutations, and species distribution in malaria vectors collected across three ecological zones (savannah, pre-forest, and forest) in Côte d’Ivoire between July and October 2020.

Mosquito larvae and adults were sampled and analyzed using WHO susceptibility bioassays with pyrethroids (deltamethrin, permethrin) and an organophosphate (pirimiphos-methyl), complemented by synergist assays with piperonyl butoxide (PBO) and resistance intensity assays at 5x and 10x diagnostic doses. Molecular analyses included PCR-based species identification and genotyping for Kdr L1014F and Ace-1R G119S mutations.

The dataset provides raw and processed data on:





Species composition across ecological areas,




Mortality outcomes from bioassays,




Resistance intensity and synergist effects,




Allelic frequencies of resistance-associated mutations,




GPS coordinates of mosquito sampling sites across study areas.



These data support evidence of significant ecological variation in both vector species distribution and resistance mechanisms, with implications for malaria control strategies in Côte d’Ivoire.Funding: This work was supported by a grant awarded to the Institut Pierre Richet / Institut National de Santé Publique, Côte d’Ivoire, from the Bill & Melinda Gates Foundation (OPP1210335) through the Pan African Mosquito Control Association (PAMCA)