cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4dwuvy
title: Occurrence Download

description: A dataset containing 18541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erodium botrys (Cav.) Bertol."
 ]
}

 The dataset includes 18541 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044223-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srsmb4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa multiflora Bunge"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044224-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14535883
title: Boc Indigo
DOI: 10.5281/zenodo.14535884
title: Boc Indigo
DOI: 10.15468/dl.xzprgp
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symbolophorus veranyi (Moreau, 1888)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 91 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044225-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzda8r
title: Occurrence Download

description: A dataset containing 1067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphodus cinereus (Bonnaterre, 1788)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 1067 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044226-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk4u39
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phragmidium rosae-multiflorae Dietel"
 ]
}

 The dataset includes 463 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044228-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jws5d
title: CCDC 2350394: Experimental Crystal Structure Determination

description: Related Article: Dehang Yin|2024|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.4m68ua
title: Occurrence Download

description: A dataset containing 17348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larix kaempferi (Lamb.) Carrière"
 ]
}

 The dataset includes 17348 records from 392 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044227-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jws8h
title: CCDC 2350397: Experimental Crystal Structure Determination

description: Related Article: Dehang Yin|2024|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.27115387
title: Sequences, alingments and tree files related to phylogenetic reconstructions of translation factors found in amoebae giant viruses.

description: Sequences, alingments, and tree files related to phylogenetic reconstructions of translation factors found in amoebae giant viruses.
DOI: 10.6084/m9.figshare.27115387.v2
title: Sequences, alingments and tree files related to phylogenetic reconstructions of translation factors found in amoebae giant viruses.

description: Sequences, alingments, and tree files related to phylogenetic reconstructions of translation factors found in amoebae giant viruses.
DOI: 10.15468/dl.ejvsvn
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphodus doderleini Jordan, 1890",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 223 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044229-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10212339
title: Climate Solutions Explorer - hazard, impacts and exposure data

description: This is a pre-release dataset and is subject to change.
The Climate Solutions Explorer website maps and presents information about mitigation pathways, avoided climate impacts, vulnerabilities and risks arising from development and climate change. www.climate-solutions-explorer.eu
Using the latest data, state-of-the-art models were used to assess the future trends of indicators of development- and climate-induced challenges.
Updated gridded global climate and impact model data are based on CMIP6 and CMIP5 projections, using a subset of models from the ISIMIP project that have been consistently downscaled and bias-corrected.  The data includes various indicators (~30) relating to extremes of precipitation and temperature (e.g. from Expert Team on Climate Change Detection and Indices), hydrological variables including runoff and discharge, heat stress (from wet bulb temperature) events (multiple statistics and durations), and cooling degree days, as well as further indicators relating to air pollution (PM2.5 from the GAINs model), and crop yields and natural habitat land-use change (biodiversity pressure) from the GLOBIOM model.
Indicators were calculated at a spatial resolution of 0.5° (approximately 50km at the equator), and subsequently spatially aggregated to the country level – from which population and land area exposure to the impacts were calculated. This has enabled the country-by-country comparison of national climate impacts and avoided exposure. Impacts were calculated at global mean temperature intervals, i.e. 1.2, 1.5, 2, 2.5, 3, and 3.5 °C, compared to a pre-industrial climate.
The dataset includes:

Global gridded projections (in netcdf format) of all the climate impact indicators at 0.5° spatial resolution, at global mean temperature intervals of 1.2, 1.5, 2, 2.5, 3, and 3.5 °C
Tabular data (Excel .csv) is also provided, aggregating the impact indicators to the country level, for both hazards and exposure (both population and land)
Further details on the methodology and indicator definitions are available on the Data Story page – www.climate-solutions-explorer.eu/story/data.
Release Notes (v0.3)
Changes in this version:

Heatwave data calculated on an annual basis instead for the entire 31-year period
Tropical nights and consecutive dry days data calculated using a 2-year window to avoid cutting consecutive periods in half when calculating from January to December only
Indicator scores calculated using new bivariate scoring methodology (range 0-6 instead of 0-3)
R10 associations for North Macedonia and Ukraine fixed in line with R10 definitions of the IPCC
Exposure and avoided impacts data based on new scoring methodology
Population exposure calculated using scaled spatial population maps to match data from IIASAPOP2.0
Exposure and avoided impact csv files for R10 regions and EU merged into one file (*_R10_EU)
DOI: 10.5281/zenodo.7971430
title: Climate Solutions Explorer - hazard, impacts and exposure data

description: <strong>This is a pre-release dataset and is subject to change.</strong> The Climate Solutions Explorer website maps and presents information about mitigation pathways, avoided climate impacts, vulnerabilities and risks arising from development and climate change. <strong>www.climate-solutions-explorer.eu</strong> Using the latest data, state-of-the-art models were used to assess the future trends of indicators of development- and climate-induced challenges. Updated gridded global climate and impact model data are based on CMIP6 projections, using a subset of models from the ISIMIP project that have been consistently downscaled and bias-corrected. The data includes various indicators (~30) relating to extremes of precipitation and temperature (e.g. from Expert Team on Climate Change Detection and Indices), hydrological variables including runoff and discharge, heat stress (from wet bulb temperature) events (multiple statistics and durations), cooling degree days. Further indicators relating to air pollution (PM2.5 from the GAINs model), and crop yields and natural habitat land-use change (biodiversity pressure) from the GLOBIOM model. Indicators were calculated at a spatial resolution of 0.5° (approximately 50km at the equator), and subsequently spatially aggregated to the country level – from which population and land area exposure to the impacts were calculated. This has enabled the country-by-country comparison of national climate impacts and avoided exposure. Impacts were calculated at global mean temperature intervals, i.e. 1.2, 1.5, 2, 2.5, 3, and 3.5 °C, compared to a pre-industrial climate. The dataset includes: Global gridded projections (in netcdf format) of all the climate impact indicators at 0.5° spatial resolution, at global mean temperature intervals of 1.2, 1.5, 2, 2.5, 3, and 3.5 °C Tabular data (Excel .xlsx) is also provided, aggregating the impact indicators to the country level, for both hazards and exposure (both population and land) Further details on the methodology and indicator definitions are available on the Data Story page – www.climate-solutions-explorer.eu/story/data. <strong>The data is available for download at the Climate Solutions Explorer database hosted by IIASA.&lt;&lt;&lt; click here. Because the data is likely to be updated, users can be notified by email of updates. </strong>
DOI: 10.5281/zenodo.7971574
title: Climate Solutions Explorer - downscaled country-level IAM scenarios

description: <strong>This is a pre-release dataset and is subject to change.</strong> The Climate Solutions Explorer website maps and presents information about mitigation pathways, avoided climate impacts, vulnerabilities and risks arising from development and climate change. <strong>www.climate-solutions-explorer.eu</strong> The Mitigation (and Summary) Dashboards present mitigation information, i.e. emissions, energy and carbon sequestration, for over 200 countries and 10 regions. To present data for all countries, Integrated Assessment Model runs from the MESSAGEix-GLOBIOM model have been downscaled by using a methodology described in Sferra et al. 2021 [1]. The algorithm produces a range of pathways consistent with the underlying IAM-results, based on criteria such as historical data, planned capacities, country-available resource in the form of supply cost-curves, quality of governance as well as regional benchmarks based on IAM results. The data is provided from 2020 to 2070, for a limited set of variables used on the website. The scenarios included are: <strong>Current Policies:</strong> Current Policies scenarios here are based on the implementation of national mitigation targets implemented by country without any further strengthening of action. Expected to lead to 2.7 °C by 2100. The data is from the MESSAGEix-GLOBIOM_1.1 GP_CurPol_T45 scenario. <strong>NDCs Delayed Action to 2030:</strong> Assumes trajectory based on the implemented NDCs until 2030, and then reduces emissions typically in line with a globally 2°C by 2100. The data is from the MESSAGEix-GLOBIOM_1.1 GP_NDC2030_T45 scenario. <strong>Glasgow Pledges:</strong> "Glasgow Pledges" scenarios here are based on the pledges made by countries at the 2022 COP26 Glasgow Summit, and represent increased ambition, likely taking the world closer to below 2°C in 2100, but still some distance away from the aspirations of 1.5°C of the Paris Agreement. The data is from the MESSAGEix-GLOBIOM_1.1 GP_Glasgow scenario. <strong>Glasgow Pledges+:</strong> "Glasgow Pledges+" scenarios drops the NDC pledges and expands mid-century strategy pledges to net-zero for all countries and regions. The data is from the MESSAGEix-GLOBIOM_1.1 GP_GlasgowP scenario. <strong>Glasgow Pledges++:</strong> "Glasgow Pledges++" scenarios here aims at filling the gap between national mid-century strategies and the 1.5/2 °C global scenarios. This scenario builds upon the Glasgow+ scenario and anticipates the action (net-zero target year defined for each region) in 5 or 10 years (depending on the model’s time steps). The data is from the MESSAGEix-GLOBIOM_1.1 GP_GlasgowPP scenario. [1] Sferra, F. et al. 2021. Downscaling IAMs results to the country level – a new algorithm. IIASA Report. IIASA, Laxenburg, Austria. https://pure.iiasa.ac.at/17501. <strong>The data is available for download at the Climate Solutions Explorer database hosted by IIASA.&lt;&lt;&lt; click here. Because the data is likely to be updated, users can be notified by email of updates. </strong>
DOI: 10.5281/zenodo.8134869
title: Climate Solutions Explorer - hazard, impacts and exposure data

description: <strong>This is a pre-release dataset and is subject to change.</strong> The Climate Solutions Explorer website maps and presents information about mitigation pathways, avoided climate impacts, vulnerabilities and risks arising from development and climate change. <strong>www.climate-solutions-explorer.eu</strong> Using the latest data, state-of-the-art models were used to assess the future trends of indicators of development- and climate-induced challenges. Updated gridded global climate and impact model data are based on CMIP6 projections, using a subset of models from the ISIMIP project that have been consistently downscaled and bias-corrected. The data includes various indicators (~30) relating to extremes of precipitation and temperature (e.g. from Expert Team on Climate Change Detection and Indices), hydrological variables including runoff and discharge, heat stress (from wet bulb temperature) events (multiple statistics and durations), cooling degree days. Further indicators relating to air pollution (PM2.5 from the GAINs model), and crop yields and natural habitat land-use change (biodiversity pressure) from the GLOBIOM model. Indicators were calculated at a spatial resolution of 0.5° (approximately 50km at the equator), and subsequently spatially aggregated to the country level – from which population and land area exposure to the impacts were calculated. This has enabled the country-by-country comparison of national climate impacts and avoided exposure. Impacts were calculated at global mean temperature intervals, i.e. 1.2, 1.5, 2, 2.5, 3, and 3.5 °C, compared to a pre-industrial climate. The dataset includes: Global gridded projections (in netcdf format) of all the climate impact indicators at 0.5° spatial resolution, at global mean temperature intervals of 1.2, 1.5, 2, 2.5, 3, and 3.5 °C Tabular data (Excel .xlsx) is also provided, aggregating the impact indicators to the country level, for both hazards and exposure (both population and land) Further details on the methodology and indicator definitions are available on the Data Story page – www.climate-solutions-explorer.eu/story/data. <strong>Release Notes (v0.2)</strong> This version includes: additionally EU27 data in the "table_output" files and improved metadata in the netCDF files. air pollution table data removed - errors identified and being resolved
DOI: 10.15468/dl.7txm8j
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larix kaempferi Fortune ex Gordon, 1858"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044230-241126133413365/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.28070879.v1
title: Table S2.The proteins identified in whey from raw and treated milk sample of the four species

description: The proteins identified in whey from raw and treated milk sample of the four species
DOI: 10.6084/m9.figshare.28070879
title: Table S2.The proteins identified in whey from raw and treated milk sample of the four species

description: The proteins identified in whey from raw and treated milk sample of the four species
DOI: 10.15468/dl.cpasux
title: Occurrence Download

description: A dataset containing 1074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphodus mediterraneus (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 1074 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044232-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13330432
title: MQ bins

description: These MQ bins were recovered from seven data-binning combinations across five real datasets.

Completeness and contamination were evaluated using CheckM 2 (version 1.0.2). We noted that the results from running CheckM2 may exhibit slight variations, but these differences do not affect the overall assessment.
DOI: 10.5281/zenodo.13329068
title: Bins with greater than 50% completeness and less than 10% contamination from the paper "Benchmarking Metagenomic Binning Tools on Real Datasets Across Sequencing Platforms and Binning Modes".

description: These bins, which exhibit greater than 50% completeness and less than 10% contamination, including MQ, NC, and HQ bins, were recovered from seven different data-binning combinations across five real-world datasets.

CheckM2 results for the bins generated from each sample were also provided to corroborate the findings.

Completeness and contamination were evaluated using CheckM 2 (version 1.0.2). We noted that the results from running CheckM2 may exhibit slight variations, but these differences do not affect the overall assessment.
DOI: 10.5281/zenodo.13329069
title: MQ bins
title: MQ bins

description: These MQ bins were recovered across seven data-binning combinations using five real datasets.

Completeness and contamination were evaluated using CheckM 2 (version 1.0.2). We noted that while the results from multiple runs of CheckM 2 may show slight differences, these variations do not impact the overall assessment.
DOI: 10.5281/zenodo.14139820
title: Bins with greater than 50% completeness and less than 10% contamination from the paper "Benchmarking Metagenomic Binning Algorithms on Real Datasets Across Sequencing Platforms and Binning Modes".

description: These bins, which exhibit greater than 50% completeness and less than 10% contamination, including MQ, NC, and HQ bins, were recovered from seven different data-binning combinations across five real-world datasets.

CheckM2 results for the bins generated from each sample were also provided to corroborate the findings.

Completeness and contamination were evaluated using CheckM 2 (version 1.0.2). We noted that the results from running CheckM2 may exhibit slight variations, but these differences do not affect the overall assessment.
DOI: 10.5281/zenodo.14535874
title: Bins with greater than 50% completeness and less than 10% contamination from the paper "Benchmarking Metagenomic Binning Tools on Real Datasets Across Sequencing Platforms and Binning Modes".

description: These bins, which exhibit greater than 50% completeness and less than 10% contamination, including MQ, NC, and HQ bins, were recovered from seven different data-binning combinations across five real-world datasets.

CheckM2 results for the bins generated from each sample were also provided to corroborate the findings.

Completeness and contamination were evaluated using CheckM 2 (version 1.0.2). We noted that the results from running CheckM2 may exhibit slight variations, but these differences do not affect the overall assessment.
DOI: 10.15468/dl.6n6eu9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larix kaempferi Fortune"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044233-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkmhqj
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphodus rostratus (Bloch, 1791)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 582 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044234-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e76mmr
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Paris polyphylla Sm."
 ]
}

 The dataset includes 475 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044235-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14535818
title: D3.5_Final report on syntheses, properties and assembly of organic ligands_Raw data

description: This dataset contains raw NMR (nuclear magnetic resonance) spectra of electrically polarizable organic ligands and related synthetic precursors and HPLC (high-performace liquid chromatography) chromatographs of the ligands.

These data were collected within the EU Horizon 2020 project Magneliq.
DOI: 10.5281/zenodo.14535819
title: D3.5_Final report on syntheses, properties and assembly of organic ligands_Raw data

description: This dataset contains raw NMR (nuclear magnetic resonance) spectra of electrically polarizable organic ligands and related synthetic precursors and HPLC (high-performace liquid chromatography) chromatographs of the ligands.

These data were collected within the EU Horizon 2020 project Magneliq.