cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r3eb6k
title: Occurrence Download

description: A dataset containing 16100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hordeum jubatum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16100 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300406-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxvdbs
title: Occurrence Download

description: A dataset containing 2354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iris xiphium L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2354 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300951-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6103/share.jep.600
title: SHARE Job Episodes Panel
DOI: 10.15468/dl.57vsdx
title: Occurrence Download

description: A dataset containing 6490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus spinosus L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6490 records from 486 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084094-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u66fj8
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla glabricaulis H.Lindb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 370 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286476-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6103/share.share-rv.600
title: SHARE-RV
DOI: 10.6103/share.wxweights.600
title: SHARE Longitudinal Weights
DOI: 10.15468/dl.uenxpm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia giacominiana Segelb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156342-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvz4ah
title: Occurrence Download

description: A dataset containing 2189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudopodospermum crispatulum (DC.) Zaika, Sukhor. & N.Kilian",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2189 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155556-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11626618
title: Connectivity performance metrics Grain Automate GRDC Northern Region farm 2024-05

description: A collection of connectivity performance metrics including data usage, location mapping, uptime/downtime, WAN quality, latency captured on a device-basis at each of 3 farms participating in the Grain Automate Project 1 - peer-to-peer learning through the development of autonomous working farms, for the month of May 2024.
DOI: 10.15468/dl.tzjp2z
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Filago cretensis (Gand.) Gand.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 143 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153419-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3384j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbalaria muelleri (Moris) A.Chev.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294960-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8xzp6
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colchicum triphyllum Kunze",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 243 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415669-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzjrms
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gagea commutata K.Koch",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 290 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297697-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8tr83
title: Occurrence Download

description: A dataset containing 413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus fuscus Weihe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 413 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290801-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11627666
title: Connectivity performance metrics Grain Automate GRDC Southern Region farm 2024-05

description: A collection of connectivity performance metrics including data usage, location mapping, uptime/downtime, WAN quality, latency captured on a device-basis at each of 3 farms participating in the Grain Automate Project 1 - peer-to-peer learning through the development of autonomous working farms, for the month of May 2024.
DOI: 10.5281/zenodo.11627667
title: Connectivity performance metrics Grain Automate GRDC Southern Region farm 2024-05

description: A collection of connectivity performance metrics including data usage, location mapping, uptime/downtime, WAN quality, latency captured on a device-basis at each of 3 farms participating in the Grain Automate Project 1 - peer-to-peer learning through the development of autonomous working farms, for the month of May 2024.
DOI: 10.15468/dl.u3pwn2
title: Occurrence Download

description: A dataset containing 1795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Katapsuxis silaifolia (Jacq.) Reduron, Charpin & Pimenov",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1795 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301361-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7796/indepth.za011.haalsi.2015.v1
title: Health and Aging in Africa: A Longitudinal Study of an INDEPTH Community in South Africa [HAALSI] Baseline Survey: Agincourt, South Africa, 2015
DOI: 10.6084/m9.figshare.26073430
title: Characterization of eukaryotic microbial communities associated with Antarctic sponge and seawater

description: rawdata_amplicons.zip - Raw 18S sequence data in FASTQ format, generated by a sequencing run using Illumina MiSeq with 300 bp single-end sequencing technology.metadata18S.txt - A tab-delimited text file containing sample information. The columns in the text file include Sample, SampleID, Sampling Date, Sample Type, Site, Depth, Latitude (S), Longitude (W), and Genus.<br>
DOI: 10.6084/m9.figshare.26073430.v1
title: Characterization of eukaryotic microbial communities associated with Antarctic sponge and seawater

description: rawdata_amplicons.zip - Raw 18S sequence data in FASTQ format, generated by a sequencing run using Illumina MiSeq with 300 bp single-end sequencing technology.metadata18S.txt - A tab-delimited text file containing sample information. The columns in the text file include Sample, SampleID, Sampling Date, Sample Type, Site, Depth, Latitude (S), Longitude (W), and Genus.<br>
DOI: 10.15468/dl.ttyrtj
title: Occurrence Download

description: A dataset containing 5724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Woodwardia radicans (L.) Sm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5724 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285537-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twmqss
title: Occurrence Download

description: A dataset containing 1279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa davurica Pall.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1279 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291370-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tacjxb
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba supranivalis Rupr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415865-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6bcvz
title: Occurrence Download

description: A dataset containing 545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania schraderiana (Schult.) Mosyakin & Clemants",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 545 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152892-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.seawhu
title: Occurrence Download

description: A dataset containing 3527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spiraea hypericifolia L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3527 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260519-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx9hy3
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum sargentii Koehne",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1428 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285897-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye8ea5
title: Occurrence Download

description: A dataset containing 29788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "OccurrenceStatus is Present",
 "TaxonKey is Arachnida"
 ]
}

 The dataset includes 29788 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002883-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24435/materialscloud:3v-by
title: Synergy of oxygen and water in ceria-catalyzed direct conversion of methane to methanol under continuous flow

description: The direct conversion of methane to methanol (DCMM) under continuous flow and atmospheric pressure offers notable environmental benefits and industrial promise, but remains a long-standing challenge due to the difficulty of activating CH4 while avoiding over-oxidation of methanol. Here, we demonstrate that pure ceria (CeO2), without any metal promoters, enables gas-phase DCMM with up to 80 % selectivity at 300–350 °C, upon optimization of the H2O/O2 ratio. At 550 °C, methanol and formaldehyde are formed at rates of 24 and 36 μmol g-1 h-1, respectively-both dropping below 1 μmol g-1 h-1 in the absence of O2. Ex situ transmission electron microscopy (TEM), X-ray photoelectron spectroscopy (XPS), and Raman spectroscopy confirm that CeO2 maintains structural integrity and resists carbon deposition during reaction. Combining kinetic studies, steady-state in-situ diffuse reflectance infrared Fourier transform spectroscopy (in-situ DRIFTS), and density functional theory (DFT) reveals that hydroxyl groups (OH), generated from water dissociation, play a multifaceted role: they facilitate C–H bond activation, promote methoxy formation, and enhance methanol desorption. In-situ ambient-pressure X-ray photoelectron spectroscopy (AP-XPS) directly reveals the evolution of surface intermediates and shows that co-feeding O2 and H2O suppresses CH3O and CHx accumulation while boosting methanol yield—indicating a rapid intermediate turnover as key to sustained activity. AP-XPS O 1s spectra further highlight that O2 promotes H2O dissociation, regenerating reactive OH groups and maintaining performance at elevated temperature. These findings offer molecular-level insights into how water and oxygen cooperatively tune reactivity, enabling efficient methane-to-methanol conversion on a metal-free oxide catalyst.
DOI: 10.24435/materialscloud:wn-rx
title: Synergy of oxygen and water in ceria-catalyzed direct conversion of methane to methanol under continuous flow

description: The direct conversion of methane to methanol (DCMM) under continuous flow and atmospheric pressure offers notable environmental benefits and industrial promise, but remains a long-standing challenge due to the difficulty of activating CH4 while avoiding over-oxidation of methanol. Here, we demonstrate that pure ceria (CeO2), without any metal promoters, enables gas-phase DCMM with up to 80 % selectivity at 300–350 °C, upon optimization of the H2O/O2 ratio. At 550 °C, methanol and formaldehyde are formed at rates of 24 and 36 μmol g-1 h-1, respectively-both dropping below 1 μmol g-1 h-1 in the absence of O2. Ex situ transmission electron microscopy (TEM), X-ray photoelectron spectroscopy (XPS), and Raman spectroscopy confirm that CeO2 maintains structural integrity and resists carbon deposition during reaction. Combining kinetic studies, steady-state in-situ diffuse reflectance infrared Fourier transform spectroscopy (in-situ DRIFTS), and density functional theory (DFT) reveals that hydroxyl groups (OH), generated from water dissociation, play a multifaceted role: they facilitate C–H bond activation, promote methoxy formation, and enhance methanol desorption. In-situ ambient-pressure X-ray photoelectron spectroscopy (AP-XPS) directly reveals the evolution of surface intermediates and shows that co-feeding O2 and H2O suppresses CH3O and CHx accumulation while boosting methanol yield—indicating a rapid intermediate turnover as key to sustained activity. AP-XPS O 1s spectra further highlight that O2 promotes H2O dissociation, regenerating reactive OH groups and maintaining performance at elevated temperature. These findings offer molecular-level insights into how water and oxygen cooperatively tune reactivity, enabling efficient methane-to-methanol conversion on a metal-free oxide catalyst.
DOI: 10.15468/dl.fbgptt
title: Occurrence Download

description: A dataset containing 11866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.66327 27.71991,-82.48972 27.77231,-82.55243 27.63869,-82.62521 27.51151,-82.45947 27.26674,-82.39968 27.30528,-82.28272 27.53765,-82.22063 28.31909,-82.53675 28.32602,-82.72805 28.11079,-82.79363 27.97762,-82.79616 27.86301,-82.66327 27.71991))",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 11866 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008569-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57906/mv6x-j905
title: Public Sector Management Practices Survey in the UK
DOI: 10.5281/zenodo.7151890
title: Dataset Global Warming Forecast using Acceleration Factors

description: The dataset includes results of Global Warming forecast using four methods.

The methods include a parabolic trendline of the last 61 years of global warming and cumulated CO2 emissions.

Two other methods apply the velocity and the acceleration of global warming and cumulative CO2 emissions.

The relation between the global surface temperature change and the change in the cumulative CO2 emissions was determined in previous publications as 0.000745°C/GtCO2.

The average result from all four methods for the business as usual CO2 mitigation scenario is 4.4°C (4.1°C -5.0°C).

According to this forecast, the global temperature change will reach 1.5°C in 2031 (9 years from now) and 2.0°C in 2047 (25 years from now).

The dataset is available online at (no login required):

https://nowagreen.ct.ws/GW.php
DOI: 10.5281/zenodo.7151889
title: Dataset Global Warming Forecast using Acceleration Factors

description: The dataset includes results of Global Warming forecast using four methods.

The methods include a parabolic trendline of the last 61 years of global warming and cumulated CO2 emissions.

Two other methods apply the velocity and the acceleration of global warming and cumulative CO2 emissions.

The relation between the global surface temperature change and the change in the cumulative CO2 emissions was determined in previous publications as 0.000745°C/GtCO2.

The average result from all four methods for the business as usual CO2 mitigation scenario is 4.4°C (4.1°C -5.0°C).

According to this forecast, the global temperature change will reach 1.5°C in 2031 (9 years from now) and 2.0°C in 2047 (25 years from now).

The dataset is available online at (no login required):

https://nowagreen.ct.ws/GW.php
DOI: 10.7924/r49k4mr9w
title: Data from: Direct Observation of Direct Observation of Collective Dissolution Mechanisms in Iridium Oxide Nanocrystals

description: Iridium oxide (IrO2) is the state-of-the-art electrocatalyst for water oxidation in electrolyzers, yet it suffers from instability under operating conditions. Here, we combine first-principles modeling with in situ liquid-phase transmission electron microscopy and device-scale characterization to resolve the atomic-scale morphology and dissolution dynamics of IrO2 nanocrystals. Our computational Wulff constructions uniquely incorporate high-index facets, providing new insights into thermodynamic facet-dependent stability under operating conditions. Atomically resolved studies reveal multiple distinct collective dissolution pathways, including high-index facet formation, monolayer reconstruction, step-edge formation, and monolayer delamination on {110} surfaces. Device-scale studies confirm that electrochemical operation results in high-index facet formation. Ab initio molecular dynamics simulations further show that initial dissolution kinetics are facet-dependent. These findings highlight how combining in situ imaging with first-principles modeling reveals atomic-scale dynamics that influence material performance. 

This dataset includes a collection of the videos analyzed for the publication. All video files were created on 2026-02-01. These videos are stored as collections of .tif files, at a framerate of 1 fps, and at a resolution of 1024x1024. This is a subset of the data collected, as the full-fidelity dataset is between 1 and 10 fps and 4096x4096. However, due to institutional restrictions on the maximum size of data that is storable, these reductions were necessary. The full-fidelity dataset will be provided upon request to the corresponding author.
DOI: 10.5281/zenodo.18560809
title: South Brazil Shelf StrathE2E Implementation files

description: Model implementation files for the South Brazil Shelf, for use with the StrathE2E R package (for package details, see Heath et al., 2021, Methods in Ecology and Evolution, doi:10.1111/2041-210X.13510). This configuration was developed with StrathE2E version 4.0.1 and supports decadal simulations from a historical baseline (2010–2019) through to future projections covering the 2060s.

Parameterization was based on outputs from a coupled physical-biogeochemical model (NEMO-ERSEM), driven by two Earth system models (GFDL-ESM4 and CNRM-CM6-1-HR), x two Shared Socioeconomic Pathways (SSP1-2.6 and SSP3-7.0). This enables scenario-based projections of ecosystem dynamics under different climate futures.

A detailed implementation document accompanies the model files, describing the parameterization approach and data sources used for model calibration across both baseline and future periods.

This repository will be made publicly available upon acceptance of the manuscript: Olher et al. (2026), “Modelling climate and fishing scenarios of the South Brazil large marine ecosystem from an end-to-end perspective,” submitted to the ICES Journal of Marine Science (themed section "Assessing the impacts of climate change and fishing on marine ecosystems and resources using the StrathE2E end-to-end model").

This implementation was developed under the EU H2020 Mission Atlantic project (grant agreement no. 862428).