cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14001094
title: SME employee concerns regarding AI, their current knowledge regarding AI, their willingness to adopt it and learn about it.

description: Title: SME Employee Perspectives on AI Adoption

Abstract: This dataset comprises encoded interview responses, raw survey data, and cleaned survey data collected from employees of small and medium-sized enterprises (SMEs), as well as a codebook that acts as metadata storage. The focus of the data is on employee concerns, current knowledge, and willingness to adopt and learn about artificial intelligence (AI) technologies. This dataset is intended to support research into the factors influencing AI integration in SME environments and to assess the readiness of employees to engage with these technologies.

Data Collection Methods:



Interviews: Semi-structured interviews were conducted with a selection of employees from various departments within SMEs. Responses have been anonymized and encoded to protect participant privacy.

Surveys: Two sets of survey data are included:



Raw Survey Data: Contains all original responses, including demographic information and unprocessed answers to questions regarding AI knowledge and perceptions.

Cleaned Survey Data: This dataset has been processed to remove incomplete responses and normalize the data for analysis.




Key Variables:



Employee Concerns: Qualitative data on personal and professional concerns regarding AI, such as job security, privacy, and trust in technology.

Knowledge of AI: Employee self-assessments and objectively measured knowledge levels regarding AI technologies and their applications.

Willingness to Adopt AI: Measures of openness to integrating AI into their work processes and willingness to participate in AI-related training and development.
DOI: 10.15468/dl.9eb6wd
title: Occurrence Download

description: A dataset containing 9276 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsilea quadrifolia L."
 ]
}

 The dataset includes 9276 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008274-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11098805
title: Jind-Multi: An extended framework to leverage multiple labeled datasets for the automatic annotation of single-cell RNA and ATAC data
DOI: 10.5281/zenodo.13646285
title: Jind-Multi: An extended framework to leverage multiple labeled datasets for the automatic annotation of single-cell RNA and ATAC data
DOI: 10.5281/zenodo.11098804
title: Jind-Multi: An extended framework to leverage multiple labeled datasets for the automatic annotation of single-cell RNA and ATAC data
DOI: 10.5281/zenodo.14000644
title: Jind-Multi: An extended framework to leverage multiple labeled datasets for the automatic annotation of single-cell RNA and ATAC data
DOI: 10.25345/c5v11vx9s
title: MassIVE MSV000096230 - Sticky organisms create underwater biological adhesives driven by interactions between EGF- and GlcNAc- containing polysaccharides.
title: This data includes the ESI-LC-MS/MS data from the paper below; Sticky organisms create underwater biological adhesives driven by interactions between EGF- and GlcNAc- containing polysaccharides.
DOI: 10.15468/dl.ty2m6x
title: Occurrence Download

description: A dataset listing the 267 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence, Specimen, Material sample)",
 "Country is Pakistan",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Polypodiopsida, Lycopodiopsida)"
 ]
}

 The dataset's 267 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008266-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2rdvp
title: Occurrence Download

description: A dataset containing 3099 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsilea strigosa Willd."
 ]
}

 The dataset includes 3099 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008275-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5q81544z
title: MassIVE MSV000096231 - Remodeling of the protein ubiquitylation landscape in the aging vertebrate brain
title: Whole proteome data from livers of young (3 m.o.) and old (33 m.o.) mice.
DOI: 10.15468/dl.ysgccc
title: Occurrence Download

description: A dataset containing 24376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilularia globulifera L."
 ]
}

 The dataset includes 24376 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008276-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11176896
title: Inputs (forcing, observations and config file) for the experiments included in "Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter".

description: Inputs or the experiments included in the manuscript Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter. 

Three experiment's inputs (forcing, observations and config file)  for the Multiple Snow data Assimilation system (MuSA, v2.1) for the experimental catchment of Izas in the Spanish Pyrenees. All the experiments use ERA5 data downscaled to 20 m spatial resolution with the statistical downscaling tool TopoPySCALE. The experiments assimilate different variables. 

   C) assimilation of fSCA retrieved from Sentinel-2;

   D) assimilation of snow depth profiles retrieved with ICESat-2;

   J) joint assimilation of variables in C) and D).

 

All the experiments assimilate the observations with the deterministic ensemble smoother with multiple data assimilation (DES-MDA) scheme.
DOI: 10.5281/zenodo.11176897
title: Inputs (forcing, observations and config file) for the experiments included in "Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter".

description: Inputs or the experiments included in the manuscript "Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter".

Three experiment's inputs (forcing, observations and config file)  for the Multiple Snow data Assimilation system (MuSA, v2.1 : https://doi.org/10.5281/zenodo.11147258 or https://github.com/ealonsogzl/MuSA/tree/v2.1), for the Izas experimental catchment.

C) assimilation of fSCA retrieved from Sentinel-2;

D) assimilation of snow depth profiles retrieved with ICESat-2;

J) joint assimilation of variables in C) and D).

 

find data handling and details in the paper "Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter" (TC, 2024)
DOI: 10.5281/zenodo.13860511
title: Inputs (forcing, observations and config file) for the experiments included in "Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter".

description: Inputs or the experiments included in the manuscript Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter. 

Three experiment's inputs (forcing, observations and config file)  for the Multiple Snow data Assimilation system (MuSA, v2.1) for the experimental catchment of Izas in the Spanish Pyrenees. All the experiments use ERA5 data downscaled to 20 m spatial resolution with the statistical downscaling tool TopoPySCALE. The experiments assimilate different variables. 

   C) assimilation of fSCA retrieved from Sentinel-2;

   D) assimilation of snow depth profiles retrieved with ICESat-2;

   J) joint assimilation of variables in C) and D).

 

All the experiments assimilate the observations with the deterministic ensemble smoother with multiple data assimilation (DES-MDA) scheme.
DOI: 10.21335/nmdc-1462157858
title: Hydrography and carbon from Station M (OWSM) 2021-2022

description: The dataset contains data from a single array mooring covering the depths between 500 m and 2000 m (bottom) at Station M (OWSM) in the Norwegian Seas. The mooring was deployed in November 2021 and retrieved in August 2022. Measurements frequency is 1/1 hr for the hydrography and 1/8 hr for the carbon measurements. At 800 m and 1200 m nominal depth, the pressure has been calculated based on distance between the SBE sensors. Ship CTD was used to correct the SBE-37 sensors at mooring. The ship CTD salinity is corrected by comparing with bottle salinity from the deepest depth. The salinity correction is linear, i.e., use the same correction all over the water depth. The salinity correction vary from station to station at a cruise, but an average offset is used for the whole cruise. Salinity samples for calibration were taken on 2021-11-26, on 2022-01-21, on 2022-05-26, and on 2022-08-02. The CO2 data was collected using a HydroC-CO2 sensor provided by 4H-Jena in Germany. The pCO2 raw data has been converted to fCO2 using temperature and salinity from a SBE-37 and, furthermore, adjusted based on discrete fCO2 data collected in January and May 2022. The adjustment was -18.73 uatm. The discrete fCO2 is calculated from discrete DIC (Dissolved Inorganic Carbon) and TA (Total Alkalinity), using constants from Lueker et al. (2000), Dickson (1990), Lee (2010), and Dickson&Riley (1979). QC flags from EuroSITES are used for all data, where flag 0 is used for raw data (unknown, no QC was performed) and flag 2-4 are used for data that have been QC-ed. Flag 1 is good data, flag 2 is probably good data, flag 3 is potentially correctable bad data, and flag 4 is bad data. This dataset is part of the NorEMSO project (RCN:295962) and EMSO-ERIC.
DOI: 10.5518/488
title: GOLNY archive - The Girl in the Train (Die Geschiedene Frau) - A Musical Play in Two Acts

description: Scans of original score: The Girl in the Train (Die Geschiedene Frau) - A Musical Play in Two Acts (1910) This is part of an archive of German Operetta digitised as part of a project funded by an Advanced Grant from the European Research Council. The originals are held in Special Collections at the University of Leeds (link pending) The full archive comprises 49 scores which can be accessed from the relevant link above ('GOLNY archive') or file ('GOLNY_Score_Database') at https://doi.org/10.5518/486
DOI: 10.15468/dl.k7jp6w
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilularia minuta Durand"
 ]
}

 The dataset includes 598 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008279-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c3kas
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is Observations Regelink Ecology and Landscape",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-241024112534372/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.cc2k2291
title: CCDC 2355482: Experimental Crystal Structure Determination

description: Related Article: Ahmed Alzamly|2024|CSD Communication|||
description: Related Article: Al-Anood M. Al-Dies, Ashraf H. F. Abd El-Wahab, Abdullah Ali Alamri, Rita M.A. Borik, Hany M. Mohamed, Eman A. Assirey, Mosa H. Alsehli, Ziad Moussa, Ahmed Alzamly, Ahmed B.M. Mehany, Ahmed A. Elhenawy, Ahmed M. El-Agrody|2025|J.Mol.Struct.|1322|140289|doi:10.1016/j.molstruc.2024.140289
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.wb8aqb
title: Occurrence Download

description: A dataset containing 1528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((74.58618 27.91866,125.91430 27.91866,125.91430 48.44112,74.58618 48.44112,74.58618 27.91866))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Medicago sativa L."
 ]
}

 The dataset includes 1528 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008280-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21335/nmdc-1457166793
title: Hydrography and carbon from Station M (OWSM) 2022-2023

description: The dataset contains data from a single array mooring covering the depths between 500 m and 2000 m (bottom) at Station M (OWSM) in the Norwegian Seas. The mooring was deployed in November 2022 and retrieved in August 2023. Measurements frequency is 1/1 hr for the hydrography, 1/1 min for the temperature sensor at 1500 m and 1/12 hr for the carbon measurements. At 800 m and 1200 m nominal depth, the pressure has been calculated based on distance between the SBE sensors. Ship CTD was used to correct the SBE-37 sensors at mooring. The ship CTD salinity is corrected by comparing with bottle salinity from the deepest depth. The salinity correction is linear, i.e., use the same correction all over the water depth. The salinity correction vary from station to station at a cruise, but an average offset is used for the whole cruise. The CO2 data was collected using a HydroC-CO2 sensor. The CO2 sensor measures xCO2 and pCO2 at 100% humidity. The sensor is pre- and post calibrated at 4HJena (Germany). fCO2 [uatm] is calculated according to Pierrot et al. (2009). The fCO2 data from HydroC CO2 sensor was adjusted to calculated fCO2 from discrete samples of Dissolved Inorganic Carbon (DIC) and Total Alkalinity (TA). The sensor fCO2 data was adjusted by subtracting 55.7 uatm. This number was achieved by using discrete samples from 500 dbar collected on 2022-11-25 and 2023-01-18, and constants from Lueker et al. (2000), Dickson (1990), Lee (2010), and Dickson&Riley (1979). QC flags from EuroSITES are used for all data, where flag 0 is used for raw data (unknown, no QC was performed) and flag 2-4 are used for data that have been QC-ed. Flag 1 is good data, flag 2 is probably good data, flag 3 is potentially correctable bad data, and flag 4 is bad data. This dataset is part of the NorEMSO project (RCN:295962) and EMSO-ERIC.
DOI: 10.15468/dl.jz2b8z
title: Occurrence Download

description: A dataset containing 3826 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azolla caroliniana Willd."
 ]
}

 The dataset includes 3826 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008281-241024112534372/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.27315459
title: Raw data and cleaned data

description: Clustering statsbomb
DOI: 10.7479/ws8v-z270/13
title: Stadtbrache als Lebensraum | Urban fallow lands as a habitat

description: Neben Gärten und Parks bieten Stadtbrachen einen Lebensraum für viele Tiere und Pflanzen in urbanen Räumen. Welche Arten dort beispielsweise einen Rückzugsort finden, warum brachliegende Flächen verdrängt werden und deshalb schützenswert sind, wird in diesem Text erklärt.

In addition to gardens and parks, fallow lands provide a habitat for many animals and plants in urban spaces. This text explains, for example, which species find a refuge there and why fallow land is displaced and therefore worth protecting.
DOI: 10.15468/dl.apkz3q
title: Occurrence Download

description: A dataset containing 3966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aves",
 "Year 2000-2000"
 ]
}

 The dataset includes 3966 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008282-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bpyew
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Stemona japonica (Blume) Miq."
 ]
}

 The dataset includes 157 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008283-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5envn4
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Azolla cristata Kaulf."
 ]
}

 The dataset includes 1367 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008284-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmrmd8
title: Occurrence Download

description: A dataset containing 51875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coregonus lavaretus (Linnaeus, 1758)"
 ]
}

 The dataset includes 51875 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011862-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hmdxb
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus glaucophyllus Boeckeler"
 ]
}

 The dataset includes 319 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018198-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adx32n
title: Occurrence Download

description: A dataset containing 3251 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-127.16853 20.92893,-91.83147 20.92893,-91.83147 35.07107,-127.16853 35.07107,-127.16853 20.92893))",
 "Geometry POLYGON((-109.72889 23.04343,-109.65659 23.04343,-109.65659 23.0629,-109.72889 23.0629,-109.72889 23.04343))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Geothlypis beldingi Ridgway, 1882"
 ]
}

 The dataset includes 3251 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169514-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.979ax8
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Beaucarnea gracilis Lem."
 ]
}

 The dataset includes 362 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289988-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3mzge
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa nipponica Koidz.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 585 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196355-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bn5wd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ecdyonurus naraensis Gose, 1968",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203746-220831081235567/datasets/export for details.
DOI: 10.15468/dl.dbb4nj
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hermas quinquedentata L.fil."
 ]
}

 The dataset includes 78 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241060-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re36uc
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hermbstaedtia fleckii (Schinz) Baker & C.B.Clarke"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241068-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7w833
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium babanum Koidz.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196379-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ce8fu
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium hachimantaiense Kadota",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196390-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mezk2
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea oranensis O'Donell"
 ]
}

 The dataset includes 59 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254073-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je4x6b
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hermbstaedtia schaeferi (Schinz) Schinz & Dinter"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241076-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.