cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/f6vtf4gpcc
title: Active Restoration of Carbon Poor Degraded Grassland Accelerated Subsoil Carbon Accumulation and Turnover

description: The study, conducted in Zoige County on the eastern Qinghai–Tibet Plateau, examined three alpine grassland types differing in initial soil organic carbon (SOC) content (C-rich, C-middle, and C-poor) under non-restored, passively restored, and actively restored conditions. In August 2022, vegetation surveys measured species composition, coverage, height, and aboveground biomass, while soil samples were collected from 0–10 cm and 20–30 cm depths for physico-chemical analyses, bulk density, and microbial biomass measurements. Additional soil cores were taken for belowground biomass. Active restoration involved sowing locally adapted grass species, whereas passive restoration relied on natural recovery with grazing exclusion. Laboratory analyses determined plant nutrients, SOC, total C and N, and microbial biomass C and N. Soil incubation experiments at three temperatures (5 °C, 15 °C, 25 °C) assessed SOC mineralization rates and temperature sensitivity (Q₁₀), with CO₂ release monitored over 28 days.
DOI: 10.15468/dl.nnu2cd
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEE5106"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014850-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f6vtf4gpcc.1
title: Active Restoration of Carbon Poor Degraded Grassland Accelerated Subsoil Carbon Accumulation and Turnover

description: The study, conducted in Zoige County on the eastern Qinghai–Tibet Plateau, examined three alpine grassland types differing in initial soil organic carbon (SOC) content (C-rich, C-middle, and C-poor) under non-restored, passively restored, and actively restored conditions. In August 2022, vegetation surveys measured species composition, coverage, height, and aboveground biomass, while soil samples were collected from 0–10 cm and 20–30 cm depths for physico-chemical analyses, bulk density, and microbial biomass measurements. Additional soil cores were taken for belowground biomass. Active restoration involved sowing locally adapted grass species, whereas passive restoration relied on natural recovery with grazing exclusion. Laboratory analyses determined plant nutrients, SOC, total C and N, and microbial biomass C and N. Soil incubation experiments at three temperatures (5 °C, 15 °C, 25 °C) assessed SOC mineralization rates and temperature sensitivity (Q₁₀), with CO₂ release monitored over 28 days.
DOI: 10.17632/vfh6b9z5d4
title: Sulfide_Iron_ARG_Research Data

description: This dataset “Sulfide_Iron_ARG_Research Data”contains the original data of all the figures and tables in the submitted article“Release and bacterial transformation activity of plasmid-borne antibiotic resistance genes adsorbed on iron nanoparticles as induced by sulfide reduction” for Journal of Environmental Sciences.
DOI: 10.17632/vfh6b9z5d4.1
title: Sulfide_Iron_ARG_Research Data

description: This dataset “Sulfide_Iron_ARG_Research Data”contains the original data of all the figures and tables in the submitted article“Release and bacterial transformation activity of plasmid-borne antibiotic resistance genes adsorbed on iron nanoparticles as induced by sulfide reduction” for Journal of Environmental Sciences.
DOI: 10.17632/ggkgbvnphc
title: Engineering the carbohydrate-binding module to improve cellulolytic enzyme activity of Cel7A from Trichoderma reesei

description: Trichoderma reesei cellobiohydrolase I (TrCel7A) and its variants: raw data for hydrolysis activity determination (Liquid Chromatograms)
DOI: 10.17632/ggkgbvnphc.1
title: Engineering the carbohydrate-binding module to improve cellulolytic enzyme activity of Cel7A from Trichoderma reesei

description: Trichoderma reesei cellobiohydrolase I (TrCel7A) and its variants: raw data for hydrolysis activity determination (Liquid Chromatograms)
DOI: 10.15468/dl.9gcngk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois volitans",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014851-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6hrnhmndj4
title: SLR

description: Selected studies and their classification
DOI: 10.17632/6hrnhmndj4.1
title: SLR

description: Selected studies and their classification
DOI: 10.17632/2bjjccvy74
title: Paired THz HR–LR Images for SR and Denoising

description: •This study presents a novel dataset of paired high-resolution and degraded terahertz (THz) images for super-
resolution and denoising tasks.
• The dataset includes controlled degradations such as Gaussian noise and downsampling, simulating real-world
imaging conditions.
• The dataset provides a valuable resource for advancing THz imaging technologies in security and inspection
applications.
DOI: 10.17632/2bjjccvy74.2
title: Paired THz HR–LR Images for SR and Denoising

description: •This study presents a novel dataset of paired high-resolution and degraded terahertz (THz) images for super-
resolution and denoising tasks.
• The dataset includes controlled degradations such as Gaussian noise and downsampling, simulating real-world
imaging conditions.
• The dataset provides a valuable resource for advancing THz imaging technologies in security and inspection
applications.
DOI: 10.15468/dl.rz8jk5
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois volitans",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 317 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014852-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3bfmjptgd7
title: Differential Adhesion of Heavy Metals on Mesoplastics: A Surface Interaction Perspective

description: Commonly available plastics were converted into mesopllastics and treated with heavy metal solutions to study plastic-metal interaction. The metal adhesion was measured using ICPOES. SEM and EDX were also used to study the adhesion.
DOI: 10.17632/3bfmjptgd7.1
title: Differential Adhesion of Heavy Metals on Mesoplastics: A Surface Interaction Perspective

description: Commonly available plastics were converted into mesopllastics and treated with heavy metal solutions to study plastic-metal interaction. The metal adhesion was measured using ICPOES. SEM and EDX were also used to study the adhesion.
DOI: 10.15468/dl.zsma67
title: Occurrence Download

description: A dataset containing 6312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Occurrence evidence, Specimen)",
 "Continent is one of (South America, North America)",
 "Country is one of (United States of America, Mexico, Brazil, Colombia, Bahamas, Venezuela (Bolivarian Republic of), Belize, Costa Rica, Guyana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Belonidae"
 ]
}

 The dataset includes 6312 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014854-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mj2fpmcxdh
title: Social communication in V. vulgaris: datasets on preference and recruitment

description: The file Social communication in Vespula vulgaris: datasets on preference and recruitment contains the raw data used in the study titled "Foraging in the Invasive Common Wasp: Evidence of Social Communication?". These data include results from experiments testing V. vulgaris preference for visual and olfactory cues in contexts with and without food, as well as data from recruitment and communication assays at a protein bait under three experimental conditions: (1) when communication at the resorce and at the nest were allowed, (2) when communication at the nest was allowed, and (3) when communication was inhibited.

The data are organized into three sheets within the Excel file: (1) Preference with food, (2) Preference without food, and (3) Recruitment and communication.
DOI: 10.15454/hvpaon
title: Genotypic data at microsatellite loci of Abies alba (Mill.) in the Pyrenees

description: The dataset is made of sizes in base pairs of Abies alba individuals from populations growing in the French Pyrenees and adjacent locations (Massif Central, southern Alps and Corsica). Information for each sample is given in two consecutive rows, one for allele 1 and the second for allele 2 (where appropriate). Data can be used for population genetic studies. Column descriptions: - Column "Sample": code name of the sample. - Column "Population": code name of the population. - Columns "LAT and LONG": geographical coordinate of each population (in decimal degrees). - Column "allele": name of allele (either 1 or 2) for which a size in base pairs is given (the biallelic genotype of each individual is given over two consecutive rows). - Column "SF1, SF333, SF50, SF78, SFb4, SFb5, NFF3, NFF7, NFH15 and NFH3": size in base pairs of nuclear microsatellites (nuSSR). - Columns "cpssr71936, cpssr30141 and cpssr15169": size in base pairs of chloroplast microsatellites (cpSSR). The database includes 3369 rows including the header row
DOI: 10.17632/mj2fpmcxdh.1
title: Social communication in V. vulgaris: datasets on preference and recruitment

description: The file Social communication in Vespula vulgaris: datasets on preference and recruitment contains the raw data used in the study titled "Foraging in the Invasive Common Wasp: Evidence of Social Communication?". These data include results from experiments testing V. vulgaris preference for visual and olfactory cues in contexts with and without food, as well as data from recruitment and communication assays at a protein bait under three experimental conditions: (1) when communication at the resorce and at the nest were allowed, (2) when communication at the nest was allowed, and (3) when communication was inhibited.

The data are organized into three sheets within the Excel file: (1) Preference with food, (2) Preference without food, and (3) Recruitment and communication.
DOI: 10.5281/zenodo.15516979
title: Annual Antarctic Surface Melt Maps (2011–12 to 2020–21) from SSMIS 19 GHz

description: Brief Communication: Estimating Antarctic Surface Melt Rates Using Passive Microwave DataValeria Di Biase, Peter Kuipers Munneke, Bert Wouters, Michiel R. van den Broeke, and Maurice van Tiggelen

OverviewThis repository accompanies our Brief Communication: Estimating Antarctic Surface Melt Rates Using Passive Microwave Data.

This upload contains a series of GeoTIFF files representing annual Antarctic surface melt volume and annual Antarctic number of melt days, derived from the Special Sensor Microwave Imager/Sounder (SSMIS) 19 GHz brightness temperatures. The dataset spans ten melt seasons — from austral winter of 2011–12 through 2020–21.





Data Source





SSMIS daily brightness temperatures at 19 GHz.




Antarctic mask provided by the MEaSUREs Antarctic Boundaries Version 2 dataset.






 Contents





One Melt Volume GeoTIFF per melt season, named Totmelt_mask_jun_YYYY_may_ZZZZ.tif (e.g., Totmelt_mask_jun_2011_may_2012)



Pixel units: mean annual surface melt in mm water equivalent



File structure: 3-band GeoTIFF

- Band 1: Expected cumulative annual melt volume estimated using the AWS reference setup as defined in the associated publication (Fig. 2(a)).

- Band 2: Lower annual cumulative value estimate based on the lower confidence interval defined in the associated publication (Fig. 2(a)).

- Band 3: Upper annual cumulative value estimate based on the upper confidence interval defined in the associated publication (Fig. 2(a)).

These bounds provide an uncertainty range for the melt volume, accounting for variability in melt detection sensitivity.




One Number of Melt days GeoTIFF per melt season, named Melt_days_jun_YYYY_may_ZZZZ.tif (e.g., Melt_days_jun_2011_may_2012.tif



Pixel units: number of annual days with positive melt





Spatial resolution: enhanced SSMIS 19GHz resolution (~6.25 km)




Projection: Antarctic Polar Stereographic (EPSG:3031)


--------------------------------------------------------------------------------------------Mouginot, J., Rignot, E., & Scheuchl, B. (2017). MEaSUREs Antarctic Boundaries Version 2. https://doi.org/10.5067/AXE4121732AD
DOI: 10.5281/zenodo.16738423
title: Annual Antarctic Surface Melt Maps (2011–12 to 2020–21) from SSMIS 19 GHz

description: Brief Communication: Estimating Antarctic Surface Melt Rates Using Passive Microwave DataValeria Di Biase, Peter Kuipers Munneke, Bert Wouters, Michiel R. van den Broeke, and Maurice van Tiggelen

OverviewThis repository accompanies our Brief Communication: Estimating Antarctic Surface Melt Rates Using Passive Microwave Data.

This upload contains a series of GeoTIFF files representing annual Antarctic surface melt volume and annual Antarctic number of melt days, derived from the Special Sensor Microwave Imager/Sounder (SSMIS) 19 GHz brightness temperatures. The dataset spans ten melt seasons — from austral winter of 2011–12 through 2020–21.





Data Source





SSMIS daily brightness temperatures at 19 GHz.




Antarctic mask provided by the MEaSUREs Antarctic Boundaries Version 2 dataset.






 Contents





One Melt Volume GeoTIFF per melt season, named Totmelt_mask_jun_YYYY_may_ZZZZ.tif (e.g., Totmelt_mask_jun_2011_may_2012)



Pixel units: mean annual surface melt in mm water equivalent



File structure: 3-band GeoTIFF

- Band 1: Expected cumulative annual melt volume estimated using the AWS reference setup as defined in the associated publication (Fig. 2(a)).

- Band 2: Lower annual cumulative value estimate based on the lower confidence interval defined in the associated publication (Fig. 2(a)).

- Band 3: Upper annual cumulative value estimate based on the upper confidence interval defined in the associated publication (Fig. 2(a)).

These bounds provide an uncertainty range for the melt volume, accounting for variability in melt detection sensitivity.




One Number of Melt days GeoTIFF per melt season, named Melt_days_jun_YYYY_may_ZZZZ.tif (e.g., Melt_days_jun_2011_may_2012.tif



Pixel units: number of annual days with positive melt





Spatial resolution: enhanced SSMIS 19GHz resolution (~6.25 km)




Projection: Antarctic Polar Stereographic (EPSG:3031)


--------------------------------------------------------------------------------------------Mouginot, J., Rignot, E., & Scheuchl, B. (2017). MEaSUREs Antarctic Boundaries Version 2. https://doi.org/10.5067/AXE4121732AD
DOI: 10.15468/dl.hg9c2j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rasbora naggsi)",
 "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 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014855-250802193616735/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.25680138
title: <b>Understory diversity of European </b><b>temperate </b><b>forests</b>

description: Diversity and environmental data across 2,681 (semi-) permanent temperate forest understory plots for all vascular plants over intervals of 15˗78 years spanning not less than 72 regions distributed across Europe.
DOI: 10.6084/m9.figshare.25680138.v1
title: <b>Small net local temporal changes in taxonomic, functional and phylogenetic biodiversity across European </b><b>temperate </b><b>forests</b>

description: Diversity and environmental data across 2,681 (semi-) permanent temperate forest understory plots for all vascular plants over intervals of 15˗78 years spanning not less than 72 regions distributed across Europe.
DOI: 10.6084/m9.figshare.25680138.v2
title: <b>Understory diversity of European </b><b>temperate </b><b>forests</b>

description: Diversity and environmental data across 2,681 (semi-) permanent temperate forest understory plots for all vascular plants over intervals of 15˗78 years spanning not less than 72 regions distributed across Europe.
DOI: 10.15468/dl.cdatht
title: Occurrence Download

description: A dataset listing the 137362 species recorded in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is one of (LC, NT, VU, EN, CR)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 137362 records were derived from 40765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014821-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15187641
title: Pockmarks of the Mediterranean and Black Sea

description: The database is a structured and up-to-date collection of over 7,500 georeferenced pockmarks, compiled from published literature, and designed to support comparative analysis and scientific interpretation of these seafloor morphologies.
DOI: 10.5281/zenodo.15425907
title: Pockmarks of the Mediterranean and Black Sea

description: The database is a structured and up-to-date collection of over 7,500 georeferenced pockmarks, compiled from published literature, and designed to support comparative analysis and scientific interpretation of these seafloor morphologies.
DOI: 10.15468/dl.8cbebn
title: Occurrence Download

description: A dataset containing 1098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eriochlamys Sond. & F.Muell."
 ]
}

 The dataset includes 1098 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000482-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xed23y
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilagrostis malyschevii Tzvelev"
 ]
}

 The dataset includes 92 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000483-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pb74ys
title: Occurrence Download

description: A dataset containing 2286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eriocoelum Hook.f."
 ]
}

 The dataset includes 2286 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000485-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11827101
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29080637
title: Dataset.xlsx

description: Dataset representing percentage of vulnerable code found for generated code using LLMs using top 25 CWE.
DOI: 10.15468/dl.u3s2kb
title: Occurrence Download

description: A dataset listing the 61 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is BRA.2.47_2",
 "Geometry POLYGON((-35.72116 -9.67413,-35.71717 -9.67474,-35.71189 -9.66761,-35.71406 -9.66541,-35.72116 -9.67413))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset's 61 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000480-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmgu8a
title: Occurrence Download

description: A dataset containing 82676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "GadmGid is one of (USA.32.4_1, USA.32.5_1, USA.32.15_1, USA.32.19_1, USA.32.20_1, USA.32.22_1, USA.32.25_1, USA.32.27_1, USA.32.30_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 82676 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000478-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzctq8
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Porana volubilis Burm.fil.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000486-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqav2h
title: Occurrence Download

description: A dataset containing 22335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eriodictyon Benth."
 ]
}

 The dataset includes 22335 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000487-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2ukm5
title: Occurrence Download

description: A dataset containing 1278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plethodon cheoah Highton & Peabody, 2000)"
 ]
}

 The dataset includes 1278 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000488-250515123054153/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.cc2jqv48
title: CCDC 2345650: Experimental Crystal Structure Determination

description: Related Article: Meenakshi Sharma, Reece M. Fritz, Himanshu Bhatia, Joseph O. Adebanjo, Zhou Lu, Mohammad A. Omary, Thomas R. Cundari, Amitava Choudhury, Pericles Stavropoulos|2024|Dalton Trans.|53|15946|doi:10.1039/D4DT01670J
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.