cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18605416
title: Impact of Directorate Creativity in Nigeria

description: Investigates how factors like Directorate culture, staff training, leadership style, and technology affect Creativity in Nigerian organizations. Studies using cross-sectional surveys and statistical analysis have found that factors such as training, a positive employee attitude, and leadership style are critical for government employees, while Directorate culture is a significant driver of Creativity in higher education institutions. The impact of these variables is explored to understand their role in boosting performance and profitability. Directorate Culture: Studies have shown that a strong Directorate culture, where employees are connected to the company's mission and values, is directly linked to higher Creativity. Staff Training and Development: Adequate staff training and professional qualifications are identified as key factors that improve employee Creativity. Leadership and Management: Supportive leadership, clear goals, and effective management practices, including staff welfare and recognition, are crucial for employee motivation and performance. Technology and Tools: The use of modern equipment and technology plays a significant role in how efficiently organizations can operate, communicate, and collaborate. Employee Attitude and Motivation: A positive employee attitude towards work and a sense of motivation are essential for meeting occupational duties and achieving Directorate goals.
DOI: 10.18739/a2db7vs2m
title: Total Sky Imager (TSI) Measurements at Summit Station, Greenland, 2023

description: ### Access
All files can be accessed and downloaded from the directory via: [http://arcticdata.io/data/10.18739/A2DB7VS2M](http://arcticdata.io/data/10.18739/A2DB7VS2M).

### Overview
This data set contains measurements from a Yankee Environmental Systems Total Sky Imager deployed at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project. This total sky imager points vertically and collects routine images of the hemispheric view of the sky overhead that can be used to classify the sky state, calculate cloud fraction, and provide other sky information. The total sky imager was originally installed at Summit Station by Konrad Steffen’s team and was eventually transferred to the ICECAPS team for stewardship. The instrument is owned by the University of Colorado – Boulder. Field operations support is provided by the National Science Foundation's Arctic Observing Network (AON) Program.
DOI: 10.15468/dl.9xdkdp
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acnodon normani",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007624-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/1oyzvr
title: Turkey (Meleagris gallopavo) semen CD14+ macrophages – management, key features, and classification – a pilot study with optimized protocols: raw data

description: Turkey (Meleagris gallopavo) semen CD14+ macrophages – management, key features, and classification – a pilot study with optimized protocols: raw dataThe purpose of the study was to isolate turkey semen macrophages and optimize protocols for their characterization based on specific macrophage markers, facilitating their classification into CD14+iNOS+ and CD14+IL10+ subpopulations using immunofluorescence (IF) staining and fluorescence-activated cell sorting (FACS).This dataset contains 3 tables in .ods format:-Table 1. Quality parameters of individual semen samples used for FACS (n=4). (.ods)-Table 2. Characteristics of turkey semen CD14+ macrophages measured by flow cytometry. Data represent the percentage of CD14+ macrophages, their subpopulations (CD14+iNOS+ and CD14+IL10+), and the CD14+iNOS+/CD14+IL10+ ratio (n = 4). (.ods)-Table 3. Measurement of CD14+ macrophages diameter (n=35). (.ods)
DOI: 10.25505/fiz.icsd.cc2lmg1r
title: CSD 2401974: Experimental Crystal Structure Determination

description: Related Article: Dmytro V. Kravchuk, Emily R. Mikeska, Richard E. Wilson|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c16525
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.pza8me
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Comospermum yedoense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007627-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2lmg2s
title: CSD 2401975: Experimental Crystal Structure Determination

description: Related Article: Dmytro V. Kravchuk, Emily R. Mikeska, Richard E. Wilson|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c16525
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2lmg3t
title: CSD 2401976: Experimental Crystal Structure Determination

description: Related Article: Dmytro V. Kravchuk, Emily R. Mikeska, Richard E. Wilson|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c16525
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.p4c7h8
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acnodon senai",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007629-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/fd-0a21c7cc-1df5-302d-927e-eacf72857f07
title: Dense Handheld Laser Scanning point clouds from southeastern Finland

description: 13 forest stands scanned in Autumn 2020 with a handheld laser scanner (HHLS) ZEB Horizon (GeoSLAM, Nottingham, United Kingdom). The survey involved walking through the test stands in a four-leaf clover -shaped pattern. The trajectory was started and ended at the same point to enhance data accuracy. This approach facilitated loop closure detection and minimized drift and offset errors in the point clouds. The walking speed was approximately 2 km/h, and the scanner was held upright at a fixed height of 1.2 m above the ground. Each stand took approximately 20 minutes to record.
Following data collection, the raw data underwent pre-processing in the GeoSLAM Hub software (version 6.0.0.). Default processing parameters were utilized, including “Convergence threshold”: 0, “Window size”: 0, “Voxel density”: 1, “Rigidity”: 0, “Maximum range”: 100 m, and “Closed Loop”. 

Point clouds have been localized to a local coordinate system (true geographical location obfuscated), and are provided in LAZ format. Additionally, DataTable.txt containing stand information is provided.

Research data used in Pyörälä et al. (2026) "From between-stand to within-tree variation: wood and timber quality of Norway spruce (Picea abies H. Karst) analyzed at scale using laser scanning and industrial data". Published in Annals of Forest Science.

Airborne laser scanner data from 11 stands (10 of which are the same; on one stand the HHLS failed) is included in another dataset: https://doi.org/10.23729/fd-b7151c1a-6959-3fb3-af27-586f9ca415e6
The data are roughly aligned on top of each other, but not precisely coregistered.
DOI: 10.18739/a28k74z7r
title: Total Sky Imager (TSI) Measurements at Summit Station, Greenland, 2024

description: ### Access
All files can be accessed and downloaded from the directory via: [http://arcticdata.io/data/10.18739/A28K74Z7R](http://arcticdata.io/data/10.18739/A28K74Z7R).

### Overview
This data set contains measurements from a Yankee Environmental Systems Total Sky Imager deployed at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project. This total sky imager points vertically and collects routine images of the hemispheric view of the sky overhead that can be used to classify the sky state, calculate cloud fraction, and provide other sky information. The total sky imager was originally installed at Summit Station by Konrad Steffen’s team and was eventually transferred to the ICECAPS team for stewardship. The instrument is owned by the University of Colorado – Boulder. Field operations support is provided by the National Science Foundation's Arctic Observing Network (AON) Program.
DOI: 10.34740/kaggle/dsv/14797130
title: WikiFirst
DOI: 10.15468/dl.9js4sq
title: Occurrence Download

description: A dataset containing 1319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 396d5f30-dea9-11db-8ab4-b8a03c50a862",
 "TaxonKey is Phocidae"
 ]
}

 The dataset includes 1319 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007631-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/7cd2d7bf-6843-4487-9296-f4e9f94d04f8
title: Data supporting the publication: “We Need More Support”: Paraprofessionals’ Perceptions of Training and Coaching for Behavior Management

description: This dataset contains quantitative and qualitative survey data collected from paraprofessionals enrolled in a Paraprofessionals United Federation of Teachers (UFT) education program. The purpose of the study was to examine paraprofessionals’ perceptions of their confidence, training, and access to professional learning supports related to classroom behavior management in inclusive educational settings. Data were collected using a cross-sectional, practice-based survey design and include demographic variables, Likert-scale items related to behavior management preparation and support, and open-ended responses describing perceived professional learning needs. The dataset supports descriptive and thematic analyses and informs the design of inclusive, coaching-based professional learning models for paraprofessionals.
DOI: 10.4121/7cd2d7bf-6843-4487-9296-f4e9f94d04f8.v1
title: Data supporting the publication: “We Need More Support”: Paraprofessionals’ Perceptions of Training and Coaching for Behavior Management

description: This dataset contains quantitative and qualitative survey data collected from paraprofessionals enrolled in a Paraprofessionals United Federation of Teachers (UFT) education program. The purpose of the study was to examine paraprofessionals’ perceptions of their confidence, training, and access to professional learning supports related to classroom behavior management in inclusive educational settings. Data were collected using a cross-sectional, practice-based survey design and include demographic variables, Likert-scale items related to behavior management preparation and support, and open-ended responses describing perceived professional learning needs. The dataset supports descriptive and thematic analyses and informs the design of inclusive, coaching-based professional learning models for paraprofessionals.
DOI: 10.23729/fd-b7151c1a-6959-3fb3-af27-586f9ca415e6
title: Dense Airborne Laser Scanning point clouds from southeastern Finland

description: 11 forest stands scanned in Autumn 2020 with an ALS system known as HeliALS-DW that was mounted on a helicopter. The system incorporated a Riegl VUX-1HA scanner (1550 nm) (Riegl GmbH, Austria), Riegl miniVUX-1UAV scanner (905 nm), and a positioning system consisting of a LITEF UIMU-LCI inertial measurement unit (IMU), a NovAtel Flexpak6 GNSS receiver and GGG-703 antenna. The flight trajectories consisted of a 2-D rectangular grid with flight lines separated by 50 m. The flight speed was 9.5 m/s and the flight altitude approximately 80 m above the ground.

The point density of the final VUX-1HA point cloud ranges from 800 pts/m2 to 6000 pts/m2 and from 100 pts/m2 to 600 pts/m2 in the miniVUX-1UAV point cloud, depending on stand density and structure. 

Point clouds have been localized to a local coordinate system (true geographical location obfuscated), and are provided in LAZ format. No classification or normalization. DataTable.txt provided for stand-wise forest information.

Research data used in Pyörälä et al. (2026) "From between-stand to within-tree variation: wood and timber quality of Norway spruce (Picea abies H. Karst) analyzed at scale using laser scanning and industrial data". Published in Annals of Forest Science.

Handheld laser scanner (HHLS) data from 13 stands (10 of which are the same as here; on one stand the HHLS failed) is included in another dataset: https://doi.org/10.23729/fd-0a21c7cc-1df5-302d-927e-eacf72857f07
The data are roughly aligned on top of each other, but not precisely co-registered.
DOI: 10.15468/dl.gqfbzs
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convallaria keiskei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 944 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007632-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jccpp4
title: Occurrence Download

description: A dataset containing 7805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Papilio palamedes"
 ]
}

 The dataset includes 7805 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007633-260208012135463/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/14804600
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.18739/a24t6f54h
title: Total Sky Imager (TSI) Measurements at Summit Station, Greenland, 2025

description: ### Access
All files can be accessed and downloaded from the directory via: [http://arcticdata.io/data/10.18739/A24T6F54H](http://arcticdata.io/data/10.18739/A24T6F54H).

### Overview
This data set contains measurements from a Yankee Environmental Systems Total Sky Imager deployed at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project. This total sky imager points vertically and collects routine images of the hemispheric view of the sky overhead that can be used to classify the sky state, calculate cloud fraction, and provide other sky information. The total sky imager was originally installed at Summit Station by Konrad Steffen’s team and was eventually transferred to the ICECAPS team for stewardship. The instrument is owned by the University of Colorado – Boulder. Field operations support is provided by the National Science Foundation's Arctic Observing Network (AON) Program.
DOI: 10.15468/dl.wqbger
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metynnis altidorsalis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007634-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9k6zw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil de saisie et gestion CardObs mis en place par le Service du Patrimoine Naturel (MNHN) / UMS PatriNat (OFB - CNRS - MNHN) - Données naturalistes d'Olivier GARGOMINY saisies sous cardObs",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218963-230224095556074/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112045630
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.a2xkn4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Système d'Information sur la Nature et les Paysages d'Ile de France - Données du naturaliste Thierry Roy provenant de la base de donnée du SINP Île-de-France CETTIA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218968-230224095556074/datasets/export for details.
DOI: 10.15468/dl.avxhgz
title: Occurrence Download

description: A dataset containing 2108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poospiza thoracica (Nordmann, 1835)"
 ]
}

 The dataset includes 2108 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408545-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vac69k
title: Occurrence Download

description: A dataset containing 1842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterodroma cervicalis (Salvin, 1891)"
 ]
}

 The dataset includes 1842 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378235-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045674
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.89g6zu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Saisie naturaliste opportuniste dans SICEN Occitanie-Données opportunistes du CEN Languedoc-Roussillon",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218976-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022088
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.vub5ez
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Plukenetia volubilis L."
 ]
}

 The dataset includes 60 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023319-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyvqsz
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pavo muticus Linnaeus, 1766"
 ]
}

 The dataset includes 168 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378242-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022089
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.a5pp6w
title: Occurrence Download

description: A dataset containing 689665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Tadorna tadorna (Linnaeus, 1758)"
 ]
}

 The dataset includes 689665 records from 492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023350-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.