cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xbe69a
title: Occurrence Download

description: A dataset containing 7798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, EBCC Atlas of European Breeding Birds)",
 "TaxonKey is Ciconia ciconia"
 ]
}

 The dataset includes 7798 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011254-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77w2je
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Marine invertebrate collection NTNU University Museum",
 "TaxonKey is Limidae"
 ]
}

 The dataset includes 679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011255-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q82sw3
title: Occurrence Download

description: A dataset listing the 380 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.81668 13.92058,-90.76638 13.92058,-90.76638 13.96371,-90.81668 13.96371,-90.81668 13.92058))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 380 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011247-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay33b2
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerinthe major",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 828 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011257-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ksuf2
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Limonium malacitanum"
 ]
}

 The dataset includes 74 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011258-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdtk8w
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctotherium wingei"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011259-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmrz8y
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chionocharis hookeri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 70 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011260-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370286
title: SOCIAL-EMOTIONAL COMPETENCE AS A FACTOR DETERMINING THE PROFESSIONAL MATURITY OF A FOREIGN LANGUAGE TEACHER

description: This article analyzes the role and importance of socio-emotional competence in ensuring the professional maturity of a foreign language teacher from a scientific, theoretical and empirical perspective. It is argued that socio-emotional competence includes the teacher's ability to manage his or her emotions, establish effective communication with students, adapt to social situations, and maintain stability in pedagogical activities. The study examines the structural components of socio-emotional competence in their inextricable connection with the professional effectiveness and pedagogical skills of a foreign language teacher. The results of the study indicate the need to develop socio-emotional competence in improving the professional training of teachers in the process of teaching foreign languages.
DOI: 10.5281/zenodo.18370285
title: SOCIAL-EMOTIONAL COMPETENCE AS A FACTOR DETERMINING THE PROFESSIONAL MATURITY OF A FOREIGN LANGUAGE TEACHER

description: This article analyzes the role and importance of socio-emotional competence in ensuring the professional maturity of a foreign language teacher from a scientific, theoretical and empirical perspective. It is argued that socio-emotional competence includes the teacher's ability to manage his or her emotions, establish effective communication with students, adapt to social situations, and maintain stability in pedagogical activities. The study examines the structural components of socio-emotional competence in their inextricable connection with the professional effectiveness and pedagogical skills of a foreign language teacher. The results of the study indicate the need to develop socio-emotional competence in improving the professional training of teachers in the process of teaching foreign languages.
DOI: 10.15468/dl.j5c7a3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Choriantha popoviana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011262-260120142942310/datasets/export for details.
DOI: 10.25574/28353
title: Chandra X-ray Observatory ObsId 28353

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/30105
title: Chandra X-ray Observatory ObsId 30105

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/30106
title: Chandra X-ray Observatory ObsId 30106

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/30107
title: Chandra X-ray Observatory ObsId 30107

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/30108
title: Chandra X-ray Observatory ObsId 30108

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/30109
title: Chandra X-ray Observatory ObsId 30109

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/30110
title: Chandra X-ray Observatory ObsId 30110

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.15468/dl.e8beze
title: Occurrence Download

description: A dataset containing 90329 records in GBIF matching the query:
SELECT
 '427' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 41.89415215079384
 AND decimalLatitude &lt;= 46.479780028101516
 AND decimalLongitude &gt;= -119.59356374412798
 AND decimalLongitude &lt;= -107.89334554252557
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 90329 records were derived from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011256-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz789a
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Codon schenckii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011263-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370305
title: PROGNOSIS OF AIRBORNE INFECTIONS THROUGH EVALUATION OF IMMUNOLOGICAL INDICATORS

description: Background: Airborne infections, including influenza, ARVI, and emerging coronaviruses, constitute a major public health burden globally and in Uzbekistan. While exposure to these pathogens is universal, susceptibility and disease severity vary significantly among individuals. This clinical variability is largely determined by the host's immune status prior to infection. This study aims to develop a comprehensive prognostic model for the susceptibility to and severity of airborne infections based on the evaluation of specific immunological indicators, focusing on the interplay between mucosal barriers and systemic immune responses. Methods: A prospective longitudinal study was conducted involving 200 healthcare workers (a high-risk group due to occupational exposure) at the Andijan Regional Infectious Diseases Hospital. Baseline immunological profiling included quantitative analysis of secretory IgA (sIgA) in saliva, serum Immunoglobulins (IgG, IgM, IgE), cytokine profile (IL-6, TNF-α, IFN-γ), and lymphocyte subsets (CD3+, CD4+, CD8+, CD16/56+). Participants were closely monitored for symptoms of airborne infections over a 6-month autumn-winter epidemic season. Results: Individuals who developed frequent or severe infections had significantly lower baseline levels of salivary sIgA (mean 45 mg/L vs 120 mg/L in the healthy group, p<0.001) and a suppressed Th1 response characterized by low IFN-γ levels. A prognostic index combining sIgA levels and Phagocytic Activity showed a sensitivity of 85% and specificity of 90% in predicting infection susceptibility. Furthermore, elevated total IgE was identified as a risk factor for prolonged recovery. Conclusion: Immunological screening, particularly the assessment of mucosal immunity (sIgA) and cytokine balance, serves as a reliable, non-invasive tool for forecasting the risk of airborne infections. Identifying immunocompromised individuals allows for targeted immunoprophylaxis and personalized preventive strategies.
DOI: 10.5281/zenodo.18370304
title: PROGNOSIS OF AIRBORNE INFECTIONS THROUGH EVALUATION OF IMMUNOLOGICAL INDICATORS

description: Background: Airborne infections, including influenza, ARVI, and emerging coronaviruses, constitute a major public health burden globally and in Uzbekistan. While exposure to these pathogens is universal, susceptibility and disease severity vary significantly among individuals. This clinical variability is largely determined by the host's immune status prior to infection. This study aims to develop a comprehensive prognostic model for the susceptibility to and severity of airborne infections based on the evaluation of specific immunological indicators, focusing on the interplay between mucosal barriers and systemic immune responses. Methods: A prospective longitudinal study was conducted involving 200 healthcare workers (a high-risk group due to occupational exposure) at the Andijan Regional Infectious Diseases Hospital. Baseline immunological profiling included quantitative analysis of secretory IgA (sIgA) in saliva, serum Immunoglobulins (IgG, IgM, IgE), cytokine profile (IL-6, TNF-α, IFN-γ), and lymphocyte subsets (CD3+, CD4+, CD8+, CD16/56+). Participants were closely monitored for symptoms of airborne infections over a 6-month autumn-winter epidemic season. Results: Individuals who developed frequent or severe infections had significantly lower baseline levels of salivary sIgA (mean 45 mg/L vs 120 mg/L in the healthy group, p<0.001) and a suppressed Th1 response characterized by low IFN-γ levels. A prognostic index combining sIgA levels and Phagocytic Activity showed a sensitivity of 85% and specificity of 90% in predicting infection susceptibility. Furthermore, elevated total IgE was identified as a risk factor for prolonged recovery. Conclusion: Immunological screening, particularly the assessment of mucosal immunity (sIgA) and cytokine balance, serves as a reliable, non-invasive tool for forecasting the risk of airborne infections. Identifying immunocompromised individuals allows for targeted immunoprophylaxis and personalized preventive strategies.
DOI: 10.25574/30878
title: Chandra X-ray Observatory ObsId 30878

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.15468/dl.k45ras
title: Occurrence Download

description: A dataset containing 28415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 28415 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011264-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/32004
title: Chandra X-ray Observatory ObsId 32004

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.15468/dl.puutjh
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coldenia procumbens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 474 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011265-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/32068
title: Chandra X-ray Observatory ObsId 32068

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.25574/32069
title: Chandra X-ray Observatory ObsId 32069

description: The Lighthouse PWN as a probe of ISM structure and a unique relativistic plasma physics laboratory
DOI: 10.15468/dl.kwcbmb
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cordia myxa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 454 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011268-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370323
title: THE ROLE OF VACCINATION IN THE PREVENTION OF SEASONAL AIRBORNE INFECTIONS: EPIDEMIOLOGICAL EFFECTIVENESS AND PUBLIC HEALTH IMPACT

description: Background: Seasonal airborne infections, particularly Influenza, Measles, and Pneumococcal pneumonia, impose a heavy burden on the healthcare system in the Andijan region during the autumn-winter period. While non-specific preventive measures (masks, hygiene) are useful, specific immunoprophylaxis (vaccination) remains the gold standard for disease control. This study aims to evaluate the epidemiological effectiveness of vaccination programs against seasonal respiratory pathogens and analyze the clinical course of "breakthrough" infections in vaccinated individuals. Methods: A retrospective epidemiological analysis was conducted using data from the Andijan Regional Center for Sanitary and Epidemiological Welfare (2021–2024). The study compared incidence rates, hospitalization frequency, and complication rates between vaccinated and unvaccinated cohorts for Influenza (seasonal vaccine) and Measles (MMR vaccine). A survey on vaccine acceptance was also administered to 500 parents. Results: The incidence of laboratory-confirmed Influenza was 4.5 times lower in the vaccinated group compared to the unvaccinated population (p<0.001). Among vaccinated individuals who contracted the disease, the duration of illness was significantly shorter (3.2 days vs 7.5 days), and zero cases of severe pneumonia were recorded. However, vaccine hesitancy remains a challenge, with only 45% of the high-risk population receiving the seasonal flu shot. Conclusion: Vaccination is the single most effective tool for reducing the morbidity and mortality associated with seasonal airborne infections. Increasing vaccination coverage is critical for establishing herd immunity and preventing large-scale outbreaks.
DOI: 10.5281/zenodo.18370322
title: THE ROLE OF VACCINATION IN THE PREVENTION OF SEASONAL AIRBORNE INFECTIONS: EPIDEMIOLOGICAL EFFECTIVENESS AND PUBLIC HEALTH IMPACT

description: Background: Seasonal airborne infections, particularly Influenza, Measles, and Pneumococcal pneumonia, impose a heavy burden on the healthcare system in the Andijan region during the autumn-winter period. While non-specific preventive measures (masks, hygiene) are useful, specific immunoprophylaxis (vaccination) remains the gold standard for disease control. This study aims to evaluate the epidemiological effectiveness of vaccination programs against seasonal respiratory pathogens and analyze the clinical course of "breakthrough" infections in vaccinated individuals. Methods: A retrospective epidemiological analysis was conducted using data from the Andijan Regional Center for Sanitary and Epidemiological Welfare (2021–2024). The study compared incidence rates, hospitalization frequency, and complication rates between vaccinated and unvaccinated cohorts for Influenza (seasonal vaccine) and Measles (MMR vaccine). A survey on vaccine acceptance was also administered to 500 parents. Results: The incidence of laboratory-confirmed Influenza was 4.5 times lower in the vaccinated group compared to the unvaccinated population (p<0.001). Among vaccinated individuals who contracted the disease, the duration of illness was significantly shorter (3.2 days vs 7.5 days), and zero cases of severe pneumonia were recorded. However, vaccine hesitancy remains a challenge, with only 45% of the high-risk population receiving the seasonal flu shot. Conclusion: Vaccination is the single most effective tool for reducing the morbidity and mortality associated with seasonal airborne infections. Increasing vaccination coverage is critical for establishing herd immunity and preventing large-scale outbreaks.
DOI: 10.34740/kaggle/dsv/14617271
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wtnhav
title: Occurrence Download

description: A dataset containing 13585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 -50,-180 -50,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphausia superba",
 "Year 2000-2026"
 ]
}

 The dataset includes 13585 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011269-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfpy2t
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craniospermum subvillosum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011270-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/1s6a-tv49
title: "Pose_Recognition_BLE_AoA_ML"

description: "A comparative evaluation was performed, assessing a Random Forest model alongside three neural network architectures (CNN, LSTM, and hybrid models) to identify four physical states: standing, sitting, lying down, and walking. Data were collected in a real indoor environment using smart Personal Protective Equipment (PPE) equipped with BLE transmitters placed on a helmet, upper and lower shirt regions, and a boot. The preprocessing pipeline included filtering, interpolation, feature extraction, and application of the Fast Fourier Transform (FFT). Models were evaluated under two scenarios: (i) known positions (used in training) and (ii) unknown positions (never seen before). The best overall performance on unknown positions was achieved by an attention-based BiLSTM-CNN model, reaching an accuracy of 94.89% and a macro-averaged F1-score of 95.59%, demonstrating strong generalization capabilities. In the scenario with known positions, the highest performance was obtained by the Random Forest model, with an accuracy of 99.95% and a macro-averaged F1-score of 99.95%, followed by a deep CNN model, with an accuracy of 97.27% and a macro-averaged F1-score of 97.28%. The attention-based BiLSTM-CNN also showed robust classification accuracy across all posture classes. The analysis confirmed that using four wearable devices led to the highest performance, and that sensor combinations significantly affected accuracy. The study also provides a publicly available dataset to support reproducibility and benchmarking."
DOI: 10.15468/dl.ht9vrc
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynoglossum amplifolium",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 203 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011271-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd2j7k
title: Occurrence Download

description: A dataset containing 399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Corvus corax"
 ]
}

 The dataset includes 399 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011273-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzvn5f
title: Occurrence Download

description: A dataset containing 1431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.14_1",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 1431 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011274-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.