cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12773610
title: Multidecadal satellite-derived Portuguese Burn Severity Atlas (1984 -2022)

description: The Portuguese burn severity atlas (1984 -2022) provides satellite-derived burn severity estimates of each historical fire with its start and end dates recorded and equal to or larger than100 ha for fires from 1984 to 2022 in Portugal. The fire perimeters are provided by the Instituto da Conservação da Natureza e das Florestas (ICNF) (https://sig.icnf.pt/portal/home/item.html?id=983c4e6c4d5b4666b258a3ad5f3ea5af). Landsat imagery is applied for the creation of this atlas. The burn severity indices applied within this atlas are differenced Normalized Burn Ratio (dNBR), Relative differenced Normalized Burn Ratio (RdNBR), Relative Burn Ratio (RBR), and index combining dNBR with enhanced vegetation index (dNBR-EVI).

Since 1984 to 2022, the total burned area recorded in Portugal is 4.85 million ha. Only valid fires, which are fires equal to or larger than 100 ha with known dates, were considered for the burn severity estimates. The total area of valid fires is 3.29 million ha. The Portuguese Burn Severity Atlas provides estimates for 3.17 million ha, accounting for 65% of all fires and 96% of valid fires.

The Portuguese burn severity atlas is organized in subfolders, each entitled as the corresponding year and containing shapefile, maps and a table with details on pairs of images used for burn severity estimates. Within each subfolder, the following data are stored:



 the annual fires’ perimeters shapefile (.dbf, .prj, .shp, .shx)

dNBR map (.tiff)

RdNBR map (.tiff)

RBR map (.tiff)

dNBR-EVI map (.tiff)

confidence map: average “SUITABILITY in each pixel within the area of the fire (.tiff)

comma separated value (.csv) file containing details on the pair of images used for burn severity estimates (year, ID, iteration number, pre-fire time lag(day), pre-fire cloud%, pre-fire suitability (%), post-fire time lag (day), post-fire cloud%, post-fire suitability(%), confidence in the iteration(%), area with dNBR estimation(ha), area of fire (ha), fire i number (to refer in GEE code), dNBR offset value, RdNBR offset value, RBR offset value, and dNBR-EVI offset value).


To the best of our knowledge, Portuguese Burn Severity Atlas is the first open access atlas providing burn severity estimates of historical fires for an entire European country, in this case, Portugal, with 38 years of coverage. Target audience who can benefit from this atlas can be policymakers at national levels, field managers, project managers, and agency and academic researchers.

*** The second version of this atlas provides updated fire data and burn severity estimates of fires from 1984 to 2000 with corrected dates area equal or larger than 100 ha. Moreover, for 2012, aside from burn severity estimates provided via imagery from Terra abroad Moderate Resolution Imaging Spectroradiometer (MODIS), Landsat7-derived maps are included. 
description: The maps provided by this atlas must be used only after the publication of the manuscript detailing the approaches applied for its creation. For any inquiries, please contact dinaj@ua.pt.
DOI: 10.5281/zenodo.15188051
title: Multidecadal satellite-derived Portuguese Burn Severity Atlas (1984 -2022)

description: The Portuguese burn severity atlas (1984 -2022) provides satellite-derived burn severity estimates of each historical fire with its start and end dates recorded and equal to or larger than100 ha for fires from 1984 to 2022 in Portugal. The fire perimeters are provided by the Instituto da Conservação da Natureza e das Florestas (ICNF) (https://sig.icnf.pt/portal/home/item.html?id=983c4e6c4d5b4666b258a3ad5f3ea5af). Landsat imagery is applied for the creation of this atlas. The burn severity indices applied within this atlas are differenced Normalized Burn Ratio (dNBR), Relative differenced Normalized Burn Ratio (RdNBR), Relative Burn Ratio (RBR), and index combining dNBR with enhanced vegetation index (dNBR-EVI).

Since 1984 to 2022, the total burned area recorded in Portugal is 4.85 million ha. Only valid fires, which are fires equal to or larger than 100 ha with known dates, were considered for the burn severity estimates. The total area of valid fires is 3.29 million ha. The Portuguese Burn Severity Atlas provides estimates for 3.17 million ha, accounting for 65% of all fires and 96% of valid fires.

The Portuguese burn severity atlas is organized in subfolders, each entitled as the corresponding year and containing shapefile, maps and a table with details on pairs of images used for burn severity estimates. Within each subfolder, the following data are stored:



 the annual fires’ perimeters shapefile (.dbf, .prj, .shp, .shx)

dNBR map (.tiff)

RdNBR map (.tiff)

RBR map (.tiff)

dNBR-EVI map (.tiff)

confidence map: average “SUITABILITY in each pixel within the area of the fire (.tiff)

comma separated value (.csv) file containing details on the pair of images used for burn severity estimates (year, ID, iteration number, pre-fire time lag(day), pre-fire cloud%, pre-fire suitability (%), post-fire time lag (day), post-fire cloud%, post-fire suitability(%), confidence in the iteration(%), area with dNBR estimation(ha), area of fire (ha), fire i number (to refer in GEE code), dNBR offset value, RdNBR offset value, RBR offset value, and dNBR-EVI offset value).


To the best of our knowledge, Portuguese Burn Severity Atlas is the first open access atlas providing burn severity estimates of historical fires for an entire European country, in this case, Portugal, with 38 years of coverage. Target audience who can benefit from this atlas can be policymakers at national levels, field managers, project managers, and agency and academic researchers.

*** The second version of this atlas provides updated fire data and burn severity estimates of fires from 1984 to 2000 with corrected dates area equal or larger than 100 ha. Moreover, for 2012, aside from burn severity estimates provided via imagery from Terra abroad Moderate Resolution Imaging Spectroradiometer (MODIS), Landsat7-derived maps are included. 
description: The maps provided by this atlas must be used only after the publication of the manuscript detailing the approaches applied for its creation. For any inquiries, please contact dinaj@ua.pt.
DOI: 10.15468/dl.qbuy5m
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Marsilea mutica Mett.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 828 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015163-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqkczt
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opistophthalmus gigas Purcell, 1898)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015164-250402121839773/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.28768874
title: Leveraging Generative Artificial Intelligence to Enhance Cognitive Agility in Supply Chain Decision-Making: A Real-Time Empirical Analysis

description: This repository entry contains information from a research study that looks at how Generative Artificial Intelligence (AI), particularly Generative Pre-trained Transformer (GPT) models, helps senior supply chain executives think more flexibly during challenging situations. The study combines scenario-based experiments with 200 senior managers and qualitative interviews with 25 executives, providing comprehensive quantitative and qualitative insights.Research Objectives Empirically examine the impact of generative AI on cognitive agility in supply chains. Assess how cognitive agility influences decision accuracy, adaptability, and response time. Identify implementation challenges, barriers, and prerequisites for strategic integration of generative AI within organisational contexts. Methodological Overview Design: Mixed methods (Quantitative experimentation, qualitative semi-structured interviews) Sample: Quantitative: 200 senior supply chain managers Qualitative: 25 supply chain executives (purposively sampled for depth of insights) Tools Used: Scenario-based experiments using GPT-based generative AI tools NVivo 12 software for thematic qualitative analysis SmartPLS (PLS-SEM), Bayesian network modelling for quantitative analysis Data Collected Quantitative Data: Decision accuracy, response time, adaptability (Likert-scale assessments) Pre- and post-experiment psychometric scales measuring perceived cognitive agility, decision-making confidence, and perceived usefulness of generative AI Qualitative Data: Semi-structured interview transcripts Thematic categories: cognitive capabilities enhancement, implementation challenges, and strategic alignment factors Direct participant quotes providing granular, context-specific insights Key Findings Quantitative Outcomes: Generative AI significantly enhances cognitive agility (β = 0.64, p &lt; 0.001). Improved cognitive agility positively affects decision accuracy (β = 0.52), adaptability (β = 0.48), and reduces response times (β = -0.41), all significant at p &lt; 0.001. Qualitative Outcomes (Thematic): 1. Enhanced Cognitive Capabilities: Real-time analytics, improved responsiveness, creative problem-solving, and strategic foresight. 2. Implementation Challenges: Technological integration issues, legacy system constraints, data privacy and ethical compliance concerns, and human capital limitations such as skill gaps and resistance. 3. Strategic Alignment and Readiness: The importance of executive leadership commitment, an agile organisational culture, strategic alignment, and dedicated resources for effective AI adoption.
DOI: 10.15468/dl.wf9a2h
title: Occurrence Download

description: A dataset containing 174897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Harmonised freshwater fish occurrence and abundance data for 12 federal states in Germany",
 "Geometry POLYGON((-8.16277 45.24421,28.16277 45.24421,28.16277 59.75579,-8.16277 59.75579,-8.16277 45.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 174897 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015157-250402121839773/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.28692032.v1
title: <b>A Study of the Effects of Job Insecurity on Organizational Citizenship Behavior Based on the Chained Mediating Effects of Emotional Exhaustion and Organizational Identification</b>

description: This study focuses on the mechanisms of job insecurity on organizational citizenship behavior, aiming to reveal the dynamics of employee behavior in an uncertain employment environment. A time-lagged follow-up design was used to test the multiple paths of action of job insecurity from 330 valid questionnaires. It was found that the total effect of job insecurity on organizational citizenship behavior was -0.579, with a direct effect of -0.209 and a total indirect effect of -0.370. Specific mediating paths included (1) job insecurity indirectly affecting organizational citizenship behavior through emotional exhaustion, with an indirect effect value of -0.264; (2) indirectly affecting through organizational identification, with an indirect effect value of - 0.062; (3) job insecurity→emotional exhaustion→organizational identity→organizational citizenship behavior with a chain mediated effect value of -0.045. The results showed that the mediated effect of emotional exhaustion was the most significant, explaining 45.60% of the total effect, revealing the intrinsic mechanism by which job insecurity weakened organizational citizenship behavior through the cognitive-emotional path.
DOI: 10.15468/dl.jzma7r
title: Occurrence Download

description: A dataset containing 3314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Anisophylleaceae"
 ]
}

 The dataset includes 3314 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015165-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4v56s
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opistophthalmus haackei Lawrence, 1966)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015166-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9hsbgsx4sp.1
title: Computation for "Systematically formulating investments for carbon offset by multiple-objective portfolio selection: Classifying, evolving, and optimizing"

description: The computation
DOI: 10.5281/zenodo.7194266
title: Kulturwissenschaftliche Forschungsdaten – eine Einführung

description: Dies ist die Datenpublikation (Ausgangsdateien, Abbildungen, Materialien zur Nachnutzung) für die NFDI4Culture Handreichung „Kulturwissenschaftliche Forschungsdaten – Eine Einführung“. Die Online-Handreichung ist verfügbar unter https://nfdi4culture.de/go/E3508.
description: Funded by the German Research Foundation (DFG) – 441958017 (NFDI4Culture)
DOI: 10.5281/zenodo.7327498
title: Kulturwissenschaftliche Forschungsdaten – eine Einführung

description: Dies ist die Datenpublikation (Ausgangsdateien, Abbildungen, Materialien zur Nachnutzung) für die NFDI4Culture Handreichung „Kulturwissenschaftliche Forschungsdaten – Eine Einführung“. Die Online-Handreichung ist verfügbar unter https://nfdi4culture.de/go/E3508.
description: Funded by the German Research Foundation (DFG) – 441958017 (NFDI4Culture)
DOI: 10.15468/dl.62qf5d
title: Occurrence Download

description: A dataset containing 3956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Marsilea quadrifolia L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 3956 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015167-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/3p4quw
title: Granulation-DC-SOTSP-Fe6302.pdf

description: Presentation of the dataset
DOI: 10.57745/nnaax7
title: Granulation-DC-SOTSP-Fe6302.zip

description: Dataset containing the scientific FITS files
DOI: 10.15468/dl.2w9sxy
title: Occurrence Download

description: A dataset containing 77108 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Roadkill Data: a dataset on terrestrial vertebrate mortality caused by collision with vehicles (Systematic Records)"
 ]
}

 The dataset includes 77108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015160-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gka3b4
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "TaxonKey is Daubentonia madagascariensis (Gmelin, 1788)"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015168-250402121839773/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/11353365
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.b5cr3v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opistophthalmus harpei Harington, 2001)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015169-250402121839773/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.28692056
title: A study of the impact of leadership emotional intelligence on team innovation - parallel mediating effects based on psychological security and knowledge sharing

description: This study focuses on the mechanism of leadership emotional intelligence on team innovation, aiming to reveal the intrinsic path of emotional intelligence-driven team innovation. Using the team-level paired survey method, a sample of 65 leader-391 team member pairs was collected to explore the mechanism of leadership emotional intelligence through multilevel data analysis. It was found that leadership emotional intelligence had a significant positive effect on team innovation (β=0.247, p&lt;0.01), which was mediated through two parallel mediating paths of psychological security (indirect effect=0.183, 95%CI=[0.104, 0.282]) and knowledge sharing (indirect effect=0.03, 95%CI=[0.006, 0.058]) producing indirect effects. The results indicated that leadership emotional intelligence had a significant positive predictive effect on both knowledge sharing (β=0.244, p&lt;0.01) and psychological security (β=0.487, p&lt;0.01), with the mediating effect of psychological security being significantly stronger than that of knowledge sharing. The study reveals the complex mechanism of leadership emotional intelligence to promote team innovation, which provides a new theoretical perspective and practical path for organizational innovation management.
DOI: 10.15468/dl.e6a673
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Trachemys scripta (Thunberg In Schoepff, 1792)"
 ]
}

 The dataset includes 164 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015170-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jgbp4bnk4d
title: Immunofluorescent stained and Flow cytometry of macrophages

description: AMPK and mTOR immunofluorescent stained of Macrophages; DAPI and phalloidin immunofluorescent stainedof Macrophages.
DOI: 10.17632/jgbp4bnk4d.1
title: Immunofluorescent stained and Flow cytometry of macrophages

description: AMPK and mTOR immunofluorescent stained of Macrophages; DAPI and phalloidin immunofluorescent stainedof Macrophages.
DOI: 10.15468/dl.hg9f9y
title: Occurrence Download

description: A dataset containing 2836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Martynia annua L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2836 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015171-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c6dfb3gwv8
title: Volcanic ash leaching alters the trace metal distribution within the coral holobiont of Stylophora pistillata_data

description: The data contains the raw data, supporting the findings of the article.
DOI: 10.17632/c6dfb3gwv8.1
title: Volcanic ash leaching alters the trace metal distribution within the coral holobiont of Stylophora pistillata_data

description: The data contains the raw data, supporting the findings of the article.
DOI: 10.15468/dl.xhfehq
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opistophthalmus holmi (Lawrence, 1969))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015172-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h5ckh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-102 -26,103 -26,103 28,-102 28,-102 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cimicifuga simplex Wormsk. ex DC."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015173-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfy4ws
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "TaxonKey is Daubentonia madagascariensis (Gmelin, 1788)"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015174-250402121839773/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/11353415
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.15187588
title: Data for "Superradiant phase transitions in the quantum Rabi model: Overcoming the no-go theorem through anisotropy"

description: 1. The data and the plotting codes contained in this folder pertain to the work "Superradiant phase transitions in the quantum Rabi model: Overcoming the no-go theorem through anisotropy ". This work has been editorially approved for publication in Physical Review A. 

2. The data and codes are written with matlab r2023b under the master license (License No. 31274673), which is subject to academic-use restrictions. 

3. Once the data is placed in the same folder, the plotting code can reproduce the figures 2, 3, and 4 in the aforementioned manuscript.

4. The data is organized in two-dimensional data matrix, in which the data vary with the rescaled coupling along the column direction and vary with the qubit frequency along the row direction 

5. All values are original without rescaling according to the effective system size.

6.  For other parameters, the value of ω is set to 1. The values of κ and r are indicated by the suffix, where 'k' in the suffix represents κ.