cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18739/a2wd3q38d
title: Ice Nucleating Particle (INP) Concentrations and Treatment Data from Fairbanks, Alaska during the Alaskan Layered Pollution And Chemical Analysis (ALPACA) 2022 field study

description: These measurements were made as part of the Alaskan Layered Pollution And Chemical Analysis (ALPACA) field campaign, which investigated wintertime air pollution under cold, dark conditions in Fairbanks during January and February 2022. This dataset includes ice nucleating particle (INP) concentrations measured using an online and offline technique. Online INP measurements were made using a Continuous Flow Diffusion Chamber – Ice Activation Spectrometer (CFDC-IAS; Handix Scientific, Inc.). Offline INP measurements were obtained using the Colorado State University Ice Spectrometer (IS) from polycarbonate filter samples and size-resolved aerosol samples collected with a Davis Rotating-drum Unit for Monitoring (DRUM; model DA-400 DRUMAir™).
 For the offline filter and DRUM samples, heat and peroxide treatments were applied to estimate the contributions of INP types, including heat-labile organic, heat-stable organic, and inorganic INPs. In addition to ambient aerosol measurements, this dataset includes INP concentrations from local source materials, including lichen collected from spruce and alder trees and road gravel samples. Source samples were analyzed using the same treatment methods to characterize INP type and freezing behavior.
 Together, these measurements provide size-resolved and bulk INP concentrations, INP type classifications, and comparisons between ambient aerosols and local source materials during wintertime in Fairbanks during ALPACA. 
 For more detailed information, please refer to: Greeney, S., E. Buxton, R. Perkins, S. Kreidenweis, P. J. DeMott, E. Costa, K. Pratt, L. Forshee, E. Levin, B. Temime-Roussel, B. D’Anna, K. S. Law, and J. Creamean: A comprehensive analysis of ice nucleating particles in a subarctic urban environment during the ALPACA campaign, Journal of Geophysical Research: Atmospheres, submitted, 2026.
DOI: 10.6073/pasta/43e1b0785e2e00521c147e4e108667ff
title: Intertidal Crab Data in Midcoast Maine: 2018-2025

description: Invasive species have caused major disruptions to ecosystems worldwide. The European green crab invaded North America in the 1800s and is considered one of the world’s 100 worst invaders by the IUCN (International Union for Conservation of Nature). Observations of spatiotemporal green crab population dynamics are essential for predicting and managing the ecological and economic impacts of this harmful invasive species. These data come from a standardized method for assessing green crab population dynamics in the rocky intertidal zone of New England and Atlantic Canada. Data was collected from 10 survey sites located along the coast of Maine from Yarmouth, ME (furthest point south), to Walpole, ME (furthest site north) from January, 2018 to November, 2025. Data was collected following the survey design described in McMahan (2020, https://doi.org/10.3791/61667), using a 1m^2 quadrat to sample rocky intertidal habitat. The resulting data collected using this protocol has a wide range of uses, including to inform ecological research, conservation efforts, mitigation strategies, and fishery development, as well as for educational outreach purposes.
DOI: 10.25584/3016899
title: TGW Hydrology, River Routing, and Hydropower Simulation Datasets

description: he current dataset contains data upload links to the following hydrologic (water balance), river routing (water management), and hydropower simulation data over CONUS: Climate Forcing: TGW (https://tgw-data.msdlive.org/) Simulation Scenario: Historical, Mid-Century, End-Century Simulation Period: 1980-2024, 2020-2059, 2060-2099 Simulation Models: VIC (Variable Infiltration Capacity), mosartwmpy (Model for Scale Adaptive River Transport-Water Management in Python), and PNNL B1Hydro Output Format: NetCDF and CSV
DOI: 10.15468/dl.n9vuzx
title: Occurrence Download

description: A dataset containing 145786 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -24.552553756517728
 AND decimallatitude &lt;= -20.3845909579754
 AND decimallongitude &gt;= 25.961512180631523
 AND decimallongitude &lt;= 31.74027567138109
 AND GBIF_Within('POLYGON ((31.740276 -24.552554, 31.740276 -20.384591, 25.961512 -20.384591, 25.961512 -24.552554, 31.740276 -24.552554))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 145786 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017381-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y463d
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea rubens",
 "HasCoordinate is true"
 ]
}

 The dataset includes 783 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017391-260129131611470/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.31286263
title: STM, LEED and DFT atomic coordinate data of HEA Cantor alloy

description: STM topographic images are calibrated with an offset background subtraction performed, then cropped from an atomic resolution STM image. The atomic positions are fit using the atomic positions of the FFT-filtered topographic image, filtering only the Bragg peaks. At each fitted position, the STM's perceived atomic height is measured and compared to density functional theory (DFT) calculations.Direct measurement of the observed LEED spots in the LEED photo are used to calculate the atom-atom distance of the surface using an approximate working distance of 75mm, measured at 63eV.<br>Atomic coordinates of a DFT slab calculation for partial density of states of each atom
DOI: 10.6084/m9.figshare.31286263.v1
title: STM, LEED and DFT atomic coordinate data of HEA Cantor alloy

description: STM topographic images are calibrated with an offset background subtraction performed, then cropped from an atomic resolution STM image. The atomic positions are fit using the atomic positions of the FFT-filtered topographic image, filtering only the Bragg peaks. At each fitted position, the STM's perceived atomic height is measured and compared to density functional theory (DFT) calculations.Direct measurement of the observed LEED spots in the LEED photo are used to calculate the atom-atom distance of the surface using an approximate working distance of 75mm, measured at 63eV.<br>Atomic coordinates of a DFT slab calculation for partial density of states of each atom
DOI: 10.6084/m9.figshare.31286266
title: Psychological drivers in BC Dataset

description: <b>Emotional Drivers of Psychological and Perceived Stress Among Women With Breast Cancer in a Conflict-Affected Middle Eastern Setting: A Cross-Sectional Study</b>
DOI: 10.6084/m9.figshare.31286266.v1
title: Psychological drivers in BC Dataset

description: <b>Emotional Drivers of Psychological and Perceived Stress Among Women With Breast Cancer in a Conflict-Affected Middle Eastern Setting: A Cross-Sectional Study</b>
DOI: 10.5281/zenodo.18510686
title: Raw data for the manuscript: 'Water-extractable organic matter in soils of an organic dairy farming crop rotation: drivers of content and quality

description: The water-extractable organic carbon (WEOC/WEOM) content and quality of soils on an organically managed dairy farm (Aumenau, Hesse, Germany) were assessed using specific UV absorption values SUVA254 and fluorescence indices (HIX, BIX, FI) from 2022 to 2024 in six sampling campaigns. The results were analysed in conjunction with meteorological data, soil and site characteristics, and management methods using mixed linear effect models. The raw data includes: concentration and content of water-soluble organic carbon, SUVA254, HIX, BIX, FI, soil texture, bulk density, pH, electrical conductivity, gamma radiation, slope, soil organic carbon, soil mineral nitrogen Nmin, air and soil temperature, precipitation, water content, and information on crops with sowing and harvesting times, tillage intensity, and cow manure application data.The data can be found with an explanation in ‘Water_extractable_orgC_controllingDrivers.xlsx’. The locations of the trial areas can be found in the geopaket ‘subplot_cropland.gpkg’.
DOI: 10.5281/zenodo.18510687
title: Raw data for the manuscript: 'Water-extractable organic matter in soils of an organic dairy farming crop rotation: drivers of content and quality

description: The water-extractable organic carbon (WEOC/WEOM) content and quality of soils on an organically managed dairy farm (Aumenau, Hesse, Germany) were assessed using specific UV absorption values SUVA254 and fluorescence indices (HIX, BIX, FI) from 2022 to 2024 in six sampling campaigns. The results were analysed in conjunction with meteorological data, soil and site characteristics, and management methods using mixed linear effect models. The raw data includes: concentration and content of water-soluble organic carbon, SUVA254, HIX, BIX, FI, soil texture, bulk density, pH, electrical conductivity, gamma radiation, slope, soil organic carbon, soil mineral nitrogen Nmin, air and soil temperature, precipitation, water content, and information on crops with sowing and harvesting times, tillage intensity, and cow manure application data.The data can be found with an explanation in ‘Water_extractable_orgC_controllingDrivers.xlsx’. The locations of the trial areas can be found in the geopaket ‘subplot_cropland.gpkg’.
DOI: 10.25345/c57659v50
title: MassIVE MSV000100754 - IP on HeLa YFP-PINK1 cells 072523
title: IP on HeLa YFP-PINK1 cells and submitted the bound fraction for proteomics. 16 samples total (4 conditions and 4 replicates) CTRL, CCCP, TOM40 sgRNA, and DNAJA3 sgRNA samples. The IP was done using magnetic beads (GFP-Trap Magnetic Particles M-270; chromotek) for the pull down.
DOI: 10.25584/3016898
title: Meteorological and Hydrological Drought Analysis Datasets for Livneh, ClimRR, and TGW

description: The current dataset contains data upload links to the following SPI & SRI drought analysis data over CONUS: Climate Forcing and Simulation Scenario: Livneh (https://www.nature.com/articles/sdata201542): Historical ClimRR (https://climrr.anl.gov/climrrdata): Historical, Mid-Century, End-Century TGW (https://tgw-data.msdlive.org/): Historical, Mid-Century, End-Century Analysis Period: Vary by Climate Forcing Drought Type: Meteorological (Precipitation) and Hydrological (Runoff) Drought (3-Month SRI) Output Format: NetCDF and CSV Spatial Resolution: 1/16th Degree for NetCDF and HUC4 for CSV Temporal Resolution: Monthly
DOI: 10.15472/5vwrui
title: Fototrampeo al interior de las áreas del Banco de Hábitat Bosque Seco Tropical - Cañón del Río Cauca

description: Los Bancos de Hábitat se definen como un área en la que se pueden realizar actividades de preservación, restauración, rehabilitación, recuperación y/o uso sostenible para la conservación de la biodiversidad. Así mismo se convierten en un mecanismo de implementación de inversiones ambientales y compensaciones, ampliamente utilizado en otros países, los cuales han demostrado generar resultados permanentes y sostenibles en materia de conservación de ecosistemas, contribuyendo en la implementación de las medidas compensatorias. Esta información aporta a la evaluación del estado y avance de las acciones de preservación y restauración ecológica a implementar y a su vez, analizar la permanencia y ganancia ecosistémica con base en cada uno de los indicadores fijados en el plan de monitoreo.En este conjunto de datos (1692 registros biológicos) se presentan los resultados del fototrampeo en el Banco de Hábitat Bosque Seco Tropical - Cañón del Río Cauca, ubicado en el municipio de Liborina, Antioquia-Colombia. Estos registros pertenecen al reino Animalia. Se encuentran distribuidos en 4 clases, 20 órdenes, 35 familias, 61 géneros y 59 especies. Un 84,40% está clasificado a nivel de especie, 8,57% a nivel de orden, 3,25% a nivel de filo, 2,54% a nivel de familia, 1,12% a nivel de género y 0,12% a nivel de clase.
DOI: 10.15468/dl.w28e3y
title: Occurrence Download

description: A dataset containing 557247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cervus elaphus",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 557247 records from 1179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017339-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc6960p
title: CCDC 187581: Experimental Crystal Structure Determination

description: Related Article: R.Reichenbach-Klinke, M.Zabel, B.Konig|2003|Dalton Trans.||141|doi:10.1039/b207571g
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: 10.20383/103.01060
title: Bay D'Espoir, NL, benthic imagery dataset

description: Video transects collected during the expedition to Bay D'Espoir, NL, in June 2024. Funded through NSERC STAC.
DOI: 10.5281/zenodo.18510195
title: Cuestionario de Evaluación Estudiantil Neutrosófica

description: These correspond to the dataset, Python source code, and results of the research project "Self-Efficacy, Motivation, and Academic Performance: A Neutrosophic Multivariate Study."
DOI: 10.5281/zenodo.18510194
title: Cuestionario de Evaluación Estudiantil Neutrosófica

description: These correspond to the dataset, Python source code, and results of the research project "Self-Efficacy, Motivation, and Academic Performance: A Neutrosophic Multivariate Study."
DOI: 10.15468/dl.vm9kv9
title: Occurrence Download

description: A dataset containing 109850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109850 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017338-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.20c3e6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb8gjz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013878-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8hcjm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016168-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbuc8j
title: Occurrence Download

description: A dataset containing 61020137 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is Africa"
 ]
}

 The dataset includes 61020137 records from 5862 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248441-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6052
title: FIP1SOY
DOI: 10.15468/dl.zzaes9
title: Occurrence Download

description: A dataset containing 93672 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari comosum"
 ]
}

 The dataset includes 93672 records from 1445 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022032-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekb3sq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Dasyprocta punctata)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022121-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.29609492
title: Lemna minor Tubulin-based polymorphism (TBP) amplified fragments

description: Duckweeds (Lemnaceae Martinov) are aquatic monocotyledonous plants comprising five genera and 35 recognized species. Many species are morphologically indistinguishable due to their highly reduced structures, yet molecular evidence suggests that visually similar clones may represent distinct species or hybrids. For example, clonal accessions of the globally distributed <i>Lemna minor </i>in the Landolt Duckweed Collection exhibit genome size variations of several hundred megabases (Mb), raising questions about their taxonomic classification and evolutionary origins. We analyzed presumed <i>L. minor</i> clones to resolve these relationships using a comprehensive suite of methods, including Tubulin Based-Polymophism (TBP) technique. TBP is widely applicable for a first and rapid classification of any plant genome. It is a selective PCR based amplification of the two introns present at conserved positions within the coding sequences of plant β-tubulin genes. Amplification releases multiple amplified fragments composing a simple yet distinctive genomic profile for each analysed accession.
DOI: 10.6084/m9.figshare.29609492.v1
title: Lemna minor Tubulin-based polymorphism (TBP) amplified fragments

description: Duckweeds (Lemnaceae Martinov) are aquatic monocotyledonous plants comprising five genera and 35 recognized species. Many species are morphologically indistinguishable due to their highly reduced structures, yet molecular evidence suggests that visually similar clones may represent distinct species or hybrids. For example, clonal accessions of the globally distributed <i>Lemna minor </i>in the Landolt Duckweed Collection exhibit genome size variations of several hundred megabases (Mb), raising questions about their taxonomic classification and evolutionary origins. We analyzed presumed <i>L. minor</i> clones to resolve these relationships using a comprehensive suite of methods, including Tubulin Based-Polymophism (TBP) technique. TBP is widely applicable for a first and rapid classification of any plant genome. It is a selective PCR based amplification of the two introns present at conserved positions within the coding sequences of plant β-tubulin genes. Amplification releases multiple amplified fragments composing a simple yet distinctive genomic profile for each analysed accession.
DOI: 10.21227/h095-y391
title: "Spine Endoscopic Neural Segmentation Image Dataset"

description: "The Spine Endoscopic Neural Segmentation (SENDS) dataset addresses the clinical challenge of neural structure segmentation in spinal endoscopic surgery and fills the gap in publicly available annotated data. Collected from real intraoperative scenarios, the dataset presents challenging conditions such as low tissue contrast, strong specular reflections, and occlusions caused by surgical instruments. All neural regions were manually annotated by board-certified neurosurgeons, with consensus labeling applied in ambiguous areas to ensure high-quality annotation consistency. The SENDS dataset can be used for research on semantic segmentation of neural structures and is also suitable for developing and evaluating models involving super-resolution-assisted tasks."
DOI: 10.15468/dl.tj8vz7
title: Occurrence Download

description: A dataset containing 44040033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 44040033 records from 15142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021919-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmuwpr
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Machilus microcarpa"
 ]
}

 The dataset includes 243 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008165-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.