cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23719/1531748
title: Metadata for Chuman et al. assessing the effects of bedrock on sensitivity to N deposition

description: This is the dataset used in Chuman et al., which is an assessment of the effect of nitrogen deposition on plant communities in the U.S. and Czech Republic, and how bedrock modifies that response.
DOI: 10.23719/1532532
title: Data for Thermophysical treatment technologies for chemical warfare agents sulfur mustard, sarin, and nerve agent VX - A Review

description: All data is available from the sources as cited in the journal references.
DOI: 10.23719/1532382
title: Headwater streams and catchments across the conterminous United States

description: Data available in Zenodo via doi: 10.5281/zenodo.16318572

Headwater streams play critical roles in hydrologic and biogeochemical processes and functions, yet their spatial distribution and land cover context remain poorly understood at continental scales. Building from a high-resolution conterminous United States (CONUS) hydrography network dataset, we quantified the spatial extent, density, and upstream catchment characteristics of headwater stream segments across the CONUS. We identified approximately 8.4 million kilometers of headwater streams – 77% of the total stream network is comprised of headwaters – nearly double the total length represented in prior estimates. Stream density varied fivefold across regions, from under 1 km•km-² in arid basins to over 5 km•km-² in humid, forested areas. Over 73% of the CONUS landmass drains from headwater streams. The majority of headwater stream length occurred in forested and cultivated catchments across the CONUS, while substantial regional differences were evident for headwater stream distribution in other land cover classes (e.g., wetlands, urban areas, shrublands, and herbaceous-dominated catchments). Our analysis provides the first continental-scale, high-resolution characterization of headwater streams, offering new insights and opportunities for hydrologic modeling, ecological assessments, and environmental policy.

Plain Language Summary:
Headwater streams—the small streams at the origins of rivers—are essential for clean water and healthy ecosystems. But because they’re small and often hidden, they've been hard to identify and delineate nationwide due to inconsistent data and definitions. This study combined existing data sets and added new analyses to consistently map headwater streams and the drainages across the conterminous United States (CONUS). Analysis of these data revealed that headwater streams are nearly twice as widespread as previously shown, totaling 8.4 million kilometers. We also found that most land drains to a headwaters stream, and most stream kilometers are headwaters. Human alteration of the landscape for agriculture and urbanization also reduces the prevalence of headwater streams. This is the first time headwater streams have been identified on available maps with such granularity and spatially explicit detail across the CONUS, offering a powerful new tool to guide conservation and policy.
DOI: 10.23719/1531775
title: Non-floodplain wetlands are carbon-storage powerhouses

description: Carbon dynamics in wetlands are important to quantify as wetlands both store and release carbon, affecting global climate-change modeling and mitigation efforts. Non-floodplain wetlands (NFWs) are an abundant freshwater wetland type located outside of frequently flooded streams, rivers, and lake areas. Over half the world’s wetlands may be NFWs. We analyzed data from a multi-year sampling effort of nearly 2000 wetland sites in the conterminous-US (CONUS), sampled to be representative of nearly 38 Mha of CONUS wetlands. Wetlands were classified based on their hydrology and location as NFWs and other wetland types (e.g., associated with rivers, lakes, or estuaries). Wetlands were also classed and analyzed based on their relative condition (i.e., their health relative to other wetlands). Our results show that NFWs are carbon-storing powerhouses: on a per-hectare basis, they store 1.5x the soil carbon of other wetland types. When storage is summed across CONUS, NFWs in total store ~2.0x the total carbon of other wetlands. Wetland condition affects carbon dynamics: least impaired NFWs had 1.8x the carbon stored per-hectare than the most-disturbed NFWs. Waning protection of NFWs, leading to their alteration or destruction, could increase carbon releases to the atmosphere and negatively affect global climate change mitigation.
DOI: 10.23719/1532458
title: PM2.5 Chemical Composition in the Conterminous U.S. during 2006-2020

description: Spatiotemporal trends in PM2.5 chemical composition in the conterminous U.S.
DOI: 10.26023/mzca-xp1f-dc12
title: SPICULE: Flight Tracks - Google Earth .kml files. Version 1.0

description: KML is a file format used to display geographic data in an Earth browser such as Google Earth. This dataset contains KML files used to display the NSF/NCAR HIAPER GV flight track in real-time during the SPICULE project.
DOI: 10.15468/dl.sjy3hv
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrovatus cuspidatus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042324-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/3n2z-tvq6-5t0d
title: SPICULE: Digital Camera Movies. Version 1.0

description: During SPICULE, the NSF/NCAR HIAPER GV (Tail Number N677F) flew a digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. Remaining images were converted to Quicktime movie files. The movies are h.264 codec playable with Quicktime (Mac and Windows), xine, (linux) and mplayer (many platforms). The original images are 1024x768 pixels and were recorded at 1 frame/second. The movies are set to play back at 15 fps.
DOI: 10.15468/dl.927xfx
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aphelenchoides besseyi"
 ]
}

 The dataset includes 200 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042325-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h6v8t
title: Occurrence Download

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

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042326-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/abtj-pgmp-7e0v
title: UK Met Office Lateral Boundary Conditions from HadAM3. Version 1.0

description: The Hadley Centre of the UK Met Office has provided 6 hourly output from the HadAM3 atmospheric GCM for lateral boundary conditions for regional climate models. The files are gzipped NetCDF files from the HadAM3 Global Climate Model, as described in the documentation. Each file contains 6-hourly data for a one month period. The surface pressure field was received separately and is included in a separate set of files included in this data set. Output from 2000 to 2007 is included in this data set.
DOI: 10.5281/zenodo.17254777
title: Supplementary Data and Code for "Universal Scaling of Proton and Deuteron Tunneling in Hydrogen Bonds"

description: This file contains figures, CSVs, scripts related to the manuscript "Universal Scaling of Proton and Deuteron Tunneling in Hydrogen Bonds"
DOI: 10.26023/v8sb-2azt-gj0d
title: NASA GSFC FVGCM (Finite Volume GCM) Diagnostics Without Aerosol Forcing. Version 1.0

description: The model output files are the files ending in yyyymm extensions. The .ctl (control) files are GrADS description files. There are hourly, 6 hourly, and monthly files. Within each type of file there are 4 ensembles, each with it's unique .ctl file. The time periods are for the months of April-October 2000-2005. There are no documentation files for this dataset.
DOI: 10.15468/dl.8tfuwy
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042328-250920141307145/datasets/export for details.
DOI: 10.15468/dl.v9ezz8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptolestes corticinus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042329-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/t8dm-9c1t-qy0c
title: Cornell University MM5 Model Output. Version 1.0

description: This data set includes output from the Cornell University MM5 model. These model output files are by year. There is a ctl file for each model output data file. The data files are in binary format, readable with the GrADS ctl files. There are no documentation files. There are both 2D and 3D output files. The output is available for the period April through October in the years 2000 and 2002-2006. Included are output at 3 hourly, 6 hourly, daily and monthly resolution.
DOI: 10.26023/ch2m-7nbv-fz0x
title: JMA MRI Global 20km AGCM Output. Version 1.0

description: This data set consists of output from the Japan Meteorological Agency - Meteorological Research Institute 20km Global AGCM for the period 1 April to 31 October for the years 2000 - 2006 in netCDF format. This data set includes hourly, 6-hourly, daily and monthly mean output for varying regions of North Africa. See the readme file for details.
DOI: 10.15468/dl.kpkxwh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042330-250920141307145/datasets/export for details.
DOI: 10.15468/dl.94qfb3
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laemophloeus muticus",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042331-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17254804
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.26023/6w8v-5w2y-d0h
title: HadAM3 C20C GCM model output. Version 1.0

description: This dataset contains the model outputs provided by the Hadley Centre Atmospheric only general circulation model (HadAM3) for the WAMME project. There are both daily and monthly output for the period from January 2000 to December 2007.
DOI: 10.15468/dl.xf4cv6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-82.46004 -27.66267,-54.35971 -27.66267,-54.35971 -16.41267,-82.46004 -16.41267,-82.46004 -27.66267))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 2025-2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042334-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fc3qj
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Varanus komodoensis",
 "Year 2000-2025"
 ]
}

 The dataset includes 770 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042333-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/crwk-fnc9-sh12
title: PRECIS regional climate model forced by NCEP/R2 Reanalysis. Version 1.0

description: This dataset is output from the Hadley Centre Regional Climate Model, HadRM3P, also known as PRECIS (Providing Regional Climates for Impact Studies) driven by NCEP R2 Reanalysis. Model outputs are provided at hourly, daily and monthly timescales. Data is in netCDF format.
DOI: 10.15468/dl.86tfg3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042335-250920141307145/datasets/export for details.
DOI: 10.6084/m9.figshare.30214975
title: 123

description: 12345
DOI: 10.6084/m9.figshare.30214975.v2
title: Soil viral and microbial interactions facilitate microbial necromass carbon accumulation in the semiarid typical steppe under altered precipitation_Research data

description: Viruses are regarded as indispensable biotic components of soil ecosystems, where they play critical roles in microbial community succession and soil carbon cycling. However, the formation mechanisms of microbial necromass carbon (MNC), a major stable source of soil organic carbon (SOC), remain unclear under altered precipitation, particularly regarding the regulatory effects of virus–microbe interactions. Based on a multi–year precipitation manipulation experiment in a typical temperate steppe on the Loess Plateau, this study systematically examined the influence of soil viral and microbial community structures, as well as their interactions, on microbial necromass carbon accumulation. The results showed that decreased precipitation significantly reduced microbial necromass carbon (BNC, MNC, and BNC/MNC) and their relative contributions to SOC (BNC/SOC and MNC/SOC), whereas increased precipitation had relatively weaker effects. Altered precipitation changed soil viral and microbial community composition, and their co–occurrence networks were dominated by positive within–trophic and cross–trophic associations. Pearson correlation analysis revealed that microbial necromass carbon and its contribution to SOC were positively correlated with network complexity (e.g., node number, edge number, average degree, network density), as well as with positive WTAs and CTAs. Structural equation modeling further indicated that altered precipitation affected virus–microbe interactions by changing soil moisture, thereby jointly regulating the formation and accumulation of microbial necromass carbon. Collectively, these findings highlight the pivotal role of virus–microbe interactions in shaping microbial necromass carbon dynamics under altered precipitation, offering new insights into the mechanisms underlying soil carbon stabilization.
DOI: 10.6084/m9.figshare.30214975.v3
title: 123

description: 12345
DOI: 10.60933/prdr/fiucpz
title: Migrant/local residents_participation of LSCs

description: The datasets were collected from a questionnaire that aimed to investigate the participation statuses of migrant/local participants in local sports communities (LSCs) in China. The questionnaire includes four questions: 1) the basic information of the participants; 2) the residential types of the participants; and 3) the roles (behaviours) of the participants in LSCs.
DOI: 10.26023/n7es-hrtc-h614
title: NASA GMAO Ensemble Atmospheric Model Output. Version 1.0

description: This dataset is global, covering the years 2000, 2003, 2004, 2005 and 2006. Data is from a long model integration, NOT initialized on April 1st as described in the grads ctl file accompanying each data file. The files are ieee files, written out for fortran sequential reading. The model's grid is 2x2.5 degrees.
DOI: 10.15468/dl.haac6b
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042337-250920141307145/datasets/export for details.
DOI: 10.15468/dl.cpm8vz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042338-250920141307145/datasets/export for details.
DOI: 10.15468/dl.3pb7zh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpophilus ligneus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042339-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/qap1-8c1r-gz0v
title: PRECIS regional climate model forced by HadAM3 extended C20C GCM. Version 1.0

description: This dataset is output from the model HadRM3P, also known as PRECIS (Providing Regional Climates for Impact Studies) driven by lateral boundary conditions from HadAM3 extended C20C simulations. Model outputs are provided at hourly, daily and monthly timescales. Data is netCDF format in tar files.
DOI: 10.26023/f3a5-pv46-ha14
title: NASA GSFC FVGCM (Finite Volume GCM) Diagnostics With Aerosol Forcing. Version 1.0

description: These model output files include aerosol direct effects. The files end in yyyymm extensions. The .ctl (control) files are GrADS description files. There are hourly, 6 hourly and monthly files. Within each type of file there are 4 ensembles, each with it's unique .ctl file. The time periods are for the months of April- October 2000-2005. There is no other documentation for this dataset.
DOI: 10.15468/dl.fkkz6f
title: Occurrence Download

description: A dataset containing 137753 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DNSM: Durban Natural Science Museum Insect Collection (1900-2011)"
 ]
}

 The dataset includes 137753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042332-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmwrp6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpophilus ligneus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042340-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/nfhm-qjry-6n07
title: UCLA NCEP AGCM SSIB Experiment 1. Version 1.0

description: This data set contains a series of output from UCLA spectral triangular T62 version of the NCEP AGCM coupled with the land surface processes model SSIB-1. The output are at varying resolutions (hourly, 6 hourly daily and monthly) The files contain data from 1 May to 31 October of the year in the file name. A set of GrADS control files is also provided (ucla_exp1_ctl.tar). The output are available for the years 2000, 2003, 2004, 2005 and 2006. The horizontal resolution and domain vary by file type (see readme for further information. It is suggested that orders for this data be done in orders no bigger than one year at a time.
DOI: 10.34740/kaggle/dsv/13247429
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17254800
title: Data of Cs2NaFeCl6

description: This dataset contains simulation results, band structure diagrams, and machine learning analysis for Cs2NaFeCl6-based perovskite solar cells (PSCs) with different electron transport layers (ETLs). The included figures and data files illustrate the following:

1.     Band structure diagrams showing the energy levels for various ETL materials: SnO₂, LBSO, CdS, and SnS₂.

2.     Impact of active layer properties – the effect of varying - thickness and  acceptor density of the Cs2NaFeCl6 absorber on PSC output parameters.

3.     Role of ETL properties – the influence of  thickness and acceptor density of ETLs on device performance.

4.     Interface defect density (IDD) effect – variation of IDD at the ETL/Cs2NaFeCl6interface with respect to absorber thickness.

5.     Temperature dependence – effect of operating temperature on the performance of PSCs with an FTO/SnS₂/Cs2NaFeCl6/Au structure.

6.     Device performance plots –  J–V characteristics and  quantum efficiency (QE) plots for the optimized PSC.

7.     Machine learning analysis – actual vs. predicted values for PCE, VOC, JSC, and FF of the optimized SnS₂-based PSC; feature importance ranking from a Random Forest model; and SHAP summary plots showing the contribution of input parameters to PCE prediction.

This dataset can be useful for researchers working on lead-free halide double perovskites, ETL optimization, and machine learning-assisted solar cell design.