cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rxke7x
title: Occurrence Download

description: A dataset containing 3938 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Biscutella cichoriifolia"
 ]
}

 The dataset includes 3938 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008127-250717081556266/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.30571937
title: Supplementary Material for: The impact of left ventricular structure and function on mortality in patients with aortic valve infective endocarditis treated with aortic valve replacement

description: Introduction: Left ventricular (LV) ejection fraction (LVEF) and LV end-diastolic diameter (LVEDd) are well-established predictors of adverse cardiovascular events. However, the possible association with survival in patients with infective endocarditis (IE) treated with aortic valve replacement (AVR) is underexplored. Additionally, it is important to investigate whether sex modifies these associations.
Methods: We retrospectively recruited 170 consecutive patients with IE treated with AVR from three cardiac surgery tertiary hospitals in Scandinavia. Echocardiography was performed both pre- and postoperatively. Baseline characteristics, preoperative blood samples, postoperative complications, echocardiographic and angiographic data were compared between surviving and deceased patients at both short- (1-year) and long-term (5-year) follow-up. 
Results: The mean age in the entire study population was 58.5±15.1 years, and 80.0% were males. The mean LVEF was 54±11% preoperatively, decreasing to 51±11% postoperatively. The mean baseline LVEDd was 5.8±0.9 cm in males and 5.0±0.9 cm in females (p&lt;0.001), decreasing to 5.2±0.9 cm in males and 4.7±0.6 cm in females after surgery (p=0.006). At short-term follow-up, reduced postoperative LVEF (&lt;50%) was more common in non-survivors (46.2% vs. 26.2%, p=0.040), with the strongest association observed in females (71.4% vs. 25.9%, p=0.025). Similarly, during long-term follow-up, deceased female patients had a higher prevalence of reduced preoperative LVEF (&lt;50%) compared to surviving female patients (30.0% versus 4.2%, p=0.033). LVEDd was significantly greater in female non-survivors compared to survivors at both short-term (5.7 ± 1.1 cm vs. 4.9 ± 0.8 cm, p=0.043) and long-term follow-up (5.5 ± 0.9 cm vs. 4.8 ± 0.8 cm, p=0.046), an association not observed in male patients.
Conclusion: Our study found that both pre- and postoperative LVEF, as well as preoperative LVEDd, were associated with poorer outcomes in patients with IE undergoing AVR, particularly among female patients. These results highlight the importance of tailored clinical management strategies based on sex-specific risk profiles. Further research is needed to validate these findings and develop interventions to mitigate the observed risks.
DOI: 10.6084/m9.figshare.30571937.v1
title: Supplementary Material for: The impact of left ventricular structure and function on mortality in patients with aortic valve infective endocarditis treated with aortic valve replacement

description: Introduction: Left ventricular (LV) ejection fraction (LVEF) and LV end-diastolic diameter (LVEDd) are well-established predictors of adverse cardiovascular events. However, the possible association with survival in patients with infective endocarditis (IE) treated with aortic valve replacement (AVR) is underexplored. Additionally, it is important to investigate whether sex modifies these associations.
Methods: We retrospectively recruited 170 consecutive patients with IE treated with AVR from three cardiac surgery tertiary hospitals in Scandinavia. Echocardiography was performed both pre- and postoperatively. Baseline characteristics, preoperative blood samples, postoperative complications, echocardiographic and angiographic data were compared between surviving and deceased patients at both short- (1-year) and long-term (5-year) follow-up. 
Results: The mean age in the entire study population was 58.5±15.1 years, and 80.0% were males. The mean LVEF was 54±11% preoperatively, decreasing to 51±11% postoperatively. The mean baseline LVEDd was 5.8±0.9 cm in males and 5.0±0.9 cm in females (p&lt;0.001), decreasing to 5.2±0.9 cm in males and 4.7±0.6 cm in females after surgery (p=0.006). At short-term follow-up, reduced postoperative LVEF (&lt;50%) was more common in non-survivors (46.2% vs. 26.2%, p=0.040), with the strongest association observed in females (71.4% vs. 25.9%, p=0.025). Similarly, during long-term follow-up, deceased female patients had a higher prevalence of reduced preoperative LVEF (&lt;50%) compared to surviving female patients (30.0% versus 4.2%, p=0.033). LVEDd was significantly greater in female non-survivors compared to survivors at both short-term (5.7 ± 1.1 cm vs. 4.9 ± 0.8 cm, p=0.043) and long-term follow-up (5.5 ± 0.9 cm vs. 4.8 ± 0.8 cm, p=0.046), an association not observed in male patients.
Conclusion: Our study found that both pre- and postoperative LVEF, as well as preoperative LVEDd, were associated with poorer outcomes in patients with IE undergoing AVR, particularly among female patients. These results highlight the importance of tailored clinical management strategies based on sex-specific risk profiles. Further research is needed to validate these findings and develop interventions to mitigate the observed risks.
DOI: 10.5281/zenodo.17557447
title: QCHCS-OPTICS v2.0: 18\,\text{μ}s Real-Time Phase Locking\\ with Meta-Learning Adaptation in a \texteuro45 Interferometer
DOI: 10.5281/zenodo.17557446
title: QCHCS-OPTICS v2.0: 18\,\text{μ}s Real-Time Phase Locking\\ with Meta-Learning Adaptation in a \texteuro45 Interferometer
DOI: 10.3886/e239821
title: Public Attention to Entrepreneurship Education in China (2016–2024)

description: Public Attention to Entrepreneurship Education in China (2016–2024)
DOI: 10.3886/e239821v1
title: Public Attention to Entrepreneurship Education in China (2016–2024)

description: Public Attention to Entrepreneurship Education in China (2016–2024)
DOI: 10.5281/zenodo.17557439
title: THE FUTURE OF WORK: HUMANS, AI, AND HYBRID JOBS

description: The rapid advancement of artificial intelligence (AI) and automation technologies is reshaping the global workforce, ushering in a new era where traditional job roles are being redefined. This article explores the evolving landscape of work in the age of AI, focusing on the emergence of hybrid jobs—roles that combine human cognitive skills with machine capabilities. It examines how AI is not simply replacing human labor but augmenting it, enabling workers to focus on higher-value tasks that require creativity, empathy, and complex decision-making. The article also addresses the challenges of workforce reskilling, the ethical considerations surrounding AI integration, and the shifting expectations of employers and employees alike. By analyzing trends across various industries, this piece highlights the opportunities and risks involved in the transition to a hybrid workforce and outlines strategic approaches for individuals, organizations, and policymakers to thrive in this changing environment.
DOI: 10.5281/zenodo.17557438
title: THE FUTURE OF WORK: HUMANS, AI, AND HYBRID JOBS

description: The rapid advancement of artificial intelligence (AI) and automation technologies is reshaping the global workforce, ushering in a new era where traditional job roles are being redefined. This article explores the evolving landscape of work in the age of AI, focusing on the emergence of hybrid jobs—roles that combine human cognitive skills with machine capabilities. It examines how AI is not simply replacing human labor but augmenting it, enabling workers to focus on higher-value tasks that require creativity, empathy, and complex decision-making. The article also addresses the challenges of workforce reskilling, the ethical considerations surrounding AI integration, and the shifting expectations of employers and employees alike. By analyzing trends across various industries, this piece highlights the opportunities and risks involved in the transition to a hybrid workforce and outlines strategic approaches for individuals, organizations, and policymakers to thrive in this changing environment.
DOI: 10.5281/zenodo.17225647
title: Dataset: The 2023 global chlorophyll-a profiles inverted by the chlorophyll-a random forest model

description: This 2023 global chlorophyll-a profiles dataset was inverted using our chlorophyll-a random forest model. This is a machine learning-based method for merging satellite and Argo data to extend surface chlorophyll-a to depth. Figure 1 shows the continuous distribution map of different water layers generated by the data-interpolating variational analysis (DIVA) method for this dataset.
DOI: 10.5281/zenodo.17225648
title: Dataset: The 2023 global chlorophyll-a profiles inverted by the chlorophyll-a random forest model

description: This 2023 global chlorophyll-a profiles dataset was inverted using our chlorophyll-a random forest model. This is a machine learning-based method for merging satellite and Argo data to extend surface chlorophyll-a to depth. Figure 1 shows the continuous distribution map of different water layers generated by the data-interpolating variational analysis (DIVA) method for this dataset.
DOI: 10.15468/dl.y4ehj4
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Procapra przewalskii"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022903-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dy5fy
title: Occurrence Download

description: A dataset containing 239432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((37 0.46,38 0.46,38 1,37 1,37 0.46))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 239432 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022884-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17557445
title: Underwater images collected by  Scuba diving in Rodrigues-Saint-Francois, Mauritius - 2019-05-25

description: This dataset was collected by  Scuba diving in Rodrigues-Saint-Francois, Mauritius - 2019-05-25. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.5281/zenodo.17557462
title: ARTICLE ON "THE RELATIONSHIP BETWEEN RISK MANAGEMENT AND FIRM PROFITABILITY"

description: This article explores the relationship between risk management and firm profitability, drawing on recent empirical studies and theoretical frameworks. Risk management, particularly enterprise risk management (ERM), serves as a critical tool to identify, assess, and mitigate financial and operational risks, potentially enhancing firm value and profitability. Evidence suggests that effective risk management reduces costly financial distress, bankruptcy risks, and aligns strategic decision-making, contributing positively to profit margins and operational efficiency. However, some studies indicate that excessive focus on risk may negatively impact profitability due to costs and operational constraints. The article discusses these dynamics supported by data from various industries and concludes with practical implications for managers aiming to optimize risk and reward.
DOI: 10.5281/zenodo.17557463
title: ARTICLE ON "THE RELATIONSHIP BETWEEN RISK MANAGEMENT AND FIRM PROFITABILITY"

description: This article explores the relationship between risk management and firm profitability, drawing on recent empirical studies and theoretical frameworks. Risk management, particularly enterprise risk management (ERM), serves as a critical tool to identify, assess, and mitigate financial and operational risks, potentially enhancing firm value and profitability. Evidence suggests that effective risk management reduces costly financial distress, bankruptcy risks, and aligns strategic decision-making, contributing positively to profit margins and operational efficiency. However, some studies indicate that excessive focus on risk may negatively impact profitability due to costs and operational constraints. The article discusses these dynamics supported by data from various industries and concludes with practical implications for managers aiming to optimize risk and reward.
DOI: 10.6084/m9.figshare.30571938
title: Normobaric hyperoxia as an adjuvant to endovascular treatment in acute ischemic stroke: a systematic review and meta-analysis

description: Normobaric hyperoxia (NBO) has emerged as a potential adjuvant therapy for enhancing cerebral oxygenation and neuroprotection in patients with acute ischemic stroke (AIS). The combination of endovascular treatment (EVT) with NBO may offer synergistic benefits by mitigating ischemic injury and improving tissue reperfusion outcomes. This meta-analysis of randomized controlled trials (RCTs) aimed to evaluate the therapeutic efficacy and safety profile of NBO therapy in AIS patients undergoing EVT. We searched five databases (PubMed, Embase, Cochrane Library, Web of Science, and Scopus) from their inception to 15 March 2025, for RCTs comparing NBO vs. control in EVT-treated AIS. The primary outcomes were 90-day functional independence and all-cause mortality. The safety outcomes comprised symptomatic intracranial hemorrhage (sICH), any intracranial hemorrhage, and early neurological deterioration. Data synthesis was performed using random-effects models. Risk of bias and evidence certainty were assessed with the Cochrane tool and the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) approach, respectively. This meta-analysis incorporated five RCTs comprising 730 patients. The NBO group demonstrated a significant enhancement in 90-day functional independence (RR = 1.27, 95% CI: 1.10–1.47, p = 0.001) and a reduction in mortality (RR = 0.61, 95% CI: 0.40–0.93, p = 0.02). Subgroup analyses revealed that initiating NBO therapy pre-EVT improved functional outcomes (RR = 1.38, 95% CI: 1.13–1.68, p = 0.001), whereas post-EVT NBO administration lowered mortality rates (RR = 0.44, 95% CI: 0.21–0.93, p = 0.03). The safety outcomes, including sICH, any ICH, and early neurological deterioration, did not exhibit significant differences between groups. NBO as an adjuvant therapy to EVT improves functional independence and reduces mortality in AIS patients, without an increase in safety risks. These results support the potential integration of NBO into EVT protocols to enhance patient recovery. However, further high-quality, multicenter RCTs are warranted to validate these findings and optimize NBO application.
DOI: 10.6084/m9.figshare.30571938.v1
title: Normobaric hyperoxia as an adjuvant to endovascular treatment in acute ischemic stroke: a systematic review and meta-analysis

description: Normobaric hyperoxia (NBO) has emerged as a potential adjuvant therapy for enhancing cerebral oxygenation and neuroprotection in patients with acute ischemic stroke (AIS). The combination of endovascular treatment (EVT) with NBO may offer synergistic benefits by mitigating ischemic injury and improving tissue reperfusion outcomes. This meta-analysis of randomized controlled trials (RCTs) aimed to evaluate the therapeutic efficacy and safety profile of NBO therapy in AIS patients undergoing EVT. We searched five databases (PubMed, Embase, Cochrane Library, Web of Science, and Scopus) from their inception to 15 March 2025, for RCTs comparing NBO vs. control in EVT-treated AIS. The primary outcomes were 90-day functional independence and all-cause mortality. The safety outcomes comprised symptomatic intracranial hemorrhage (sICH), any intracranial hemorrhage, and early neurological deterioration. Data synthesis was performed using random-effects models. Risk of bias and evidence certainty were assessed with the Cochrane tool and the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) approach, respectively. This meta-analysis incorporated five RCTs comprising 730 patients. The NBO group demonstrated a significant enhancement in 90-day functional independence (RR = 1.27, 95% CI: 1.10–1.47, p = 0.001) and a reduction in mortality (RR = 0.61, 95% CI: 0.40–0.93, p = 0.02). Subgroup analyses revealed that initiating NBO therapy pre-EVT improved functional outcomes (RR = 1.38, 95% CI: 1.13–1.68, p = 0.001), whereas post-EVT NBO administration lowered mortality rates (RR = 0.44, 95% CI: 0.21–0.93, p = 0.03). The safety outcomes, including sICH, any ICH, and early neurological deterioration, did not exhibit significant differences between groups. NBO as an adjuvant therapy to EVT improves functional independence and reduces mortality in AIS patients, without an increase in safety risks. These results support the potential integration of NBO into EVT protocols to enhance patient recovery. However, further high-quality, multicenter RCTs are warranted to validate these findings and optimize NBO application.
DOI: 10.15468/dl.teeuds
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hampala macrolepidota",
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "EventDate is 1800,2026"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022905-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/d3142176-aebf-4354-81e9-dce8c4bdd035
title: Cascadia Basin Bottom Pressure Recorder Deployed 2011-09-22

description: The NRCan Bottom Pressure Recorder 87 was deployed on 2011-09-22 at Cascadia Basin. Cascadia Basin is located in the abyssal plain of the Pacific Ocean. At this location, hydrologic conditions in sediment-sealed igneous crust, Tsunami propagation, cool-water deep-sea microbes, and abyssal plain ecosystems are observed. This device is a Bottom Pressure Recorder. Bottom Pressure Recorders (BPR) are instruments that can detect small changes in pressure on the seafloor. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.4mq448
title: Occurrence Download

description: A dataset containing 5414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypomesus nipponensis McAllister, 1963"
 ]
}

 The dataset includes 5414 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033615-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79rjmj
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tsetse flies of East Africa update"
 ]
}

 The dataset includes 398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012545-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i8jdm5
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/0025984-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47497x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oxymonacanthus longirostris (Bloch & Schneider, 1801)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072025-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gnc37
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.09944 48.77799,13.81354 48.77799,13.81354 49.1247,13.09944 49.1247,13.09944 48.77799))",
 "TaxonKey is Vipera berus (Linnaeus, 1758)"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179374-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.