cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18498450
title: ALGORITHMIC STABILITY AND GENERALIZATION ABILITY OF COGNITIVE CONTROL ALGORITHMS

description: Cognitive control is increasingly adopted in industrial automation due to its ability to learn, adapt, and optimize decisions online; however, its practical deployment is often limited by insufficient guarantees of stability and poor generalization under changing operating conditions. This paper investigates cognitive control algorithms from a unified perspective that links algorithmic stability (sensitivity to data perturbations) with generalization ability (performance retention under distribution and regime shifts) while maintaining closed-loop performance. A generic nonlinear discrete-time plant model is considered, and a cognitive control architecture is formulated with state estimation, decision-making policy, and online parameter updating. An experimental protocol is developed in a digital-twin environment using repeated trials across a structured set of scenarios, including nominal operation, parameter drift, increased disturbances, measurement noise, network delay/dropouts, regime switching, and distribution shift. Control quality is evaluated via integral error indices (IAE/ISE/ITAE) and control-effort measures, while learning robustness is quantified using an empirical algorithmic-stability indicator  and a generalization gap . The results demonstrate a consistent trade-off between aggressive adaptation (improved nominal tracking) and increased sensitivity to data and condition shifts, highlighting that low is strongly associated with improved generalization under regime changes. The proposed methodology provides a reproducible framework for selecting and tuning cognitive controllers under explicit stability–generalization constraints, supporting safer and more reliable deployment in cyber-physical industrial systems.
DOI: 10.15468/dl.bmre5j
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coronilla coronata, Coronilla coronata, Coronilla coronata, Coronilla montana, Coronilla montana)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 617 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014528-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u73hqt
title: Occurrence Download

description: A dataset containing 524072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Africa",
 "GbifRegion is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (48adce57-6a8c-49a0-ba35-1adeafc19839, b2db85d5-c5fe-4125-9e36-590a5f651829, d2583793-e5c1-41ae-83bd-86300d34e2cb, 061b4f20-f241-11da-a328-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 90fd6680-349f-11d8-aa2d-b8a03c50a862, c76cf030-2a95-11da-9cc1-b8a03c50a862, a344ee9f-f1b7-4761-be2c-58ee6d741395, ad6ceb4c-512d-47ec-aaf9-e7959e5d1237)",
 "Year 1962-2026"
 ]
}

 The dataset includes 524072 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014499-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7kkbh
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malmea surinamensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014529-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3tnzh
title: Occurrence Download

description: A dataset containing 4016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-6.32793 49.91148,-5.58572 49.49407,-2.48779 49.8907,1.15873 50.3665,2.35273 52.79223,-2.29417 52.55743,-4.55307 51.38458,-6.32793 49.91148))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Polyommatus coridon, Polyommatus bellargus, Cupido minimus, Hesperia comma)",
 "Year 2024-2024"
 ]
}

 The dataset includes 4016 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014530-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rehvpk
title: Occurrence Download

description: A dataset containing 1816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Forestry Inventory 2015, Forestry Inventory 2010, Forestry Inventory 2005, Forestry Inventory 1995, Pl@ntNet automatically identified occurrences, Flora-On: occurrence data of the flora of mainland Portugal)",
 "GadmGid is PRT.15.8_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1816 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014531-260129131611470/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/14745455
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.uabarc
title: Occurrence Download

description: A dataset containing 1354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coronilla vaginalis, Coronilla vaginalis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1354 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014532-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.533zsw
title: Occurrence Download

description: A dataset containing 124910 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spatial and temporal distribution of phytoplankton off the coast of Portugal"
 ]
}

 The dataset includes 124910 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014506-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwrwn6
title: Occurrence Download

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

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014534-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18496028
title: Global Transnational Mobility Dataset 2.0

description: This dataset contains estimates of cross-border travel derived from global tourism, air passenger and migration statistics (1995-2022), covering population movements between 230+ countries.

The Global Transnational Mobility Dataset (GTMD 2.0) expands on an earlier version (GTMD 1.0), which covered the 2011-2016 period. GTMD 2.0 records over 150 billion cross-border trips from 1995 to 2022. This version improves upon the previous one by offering more accurate estimates and comprehensive coverage of mobility flows worldwide.

For further information, please refer to the Global Mobilities Project (GMP) website at the Migration Policy Centre (MPC) of the European University Institute (EUI).

Contact: GMPDataset@eui.eu

The dataset is free to use for academic and non-commercial purposes. When using the dataset, please cite it as:

Grohmann, T., Recchi, E., & Bernasconi, L. (2026). Global Transnational Mobility Dataset 2.0 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18496028
DOI: 10.5281/zenodo.18498469
title: METHODOLOGY FOR TEACHING THE SUBJECT "HISTORY OF UZBEK MUSIC" IN MUSIC EDUCATION

description: Teaching the History of Uzbek Music is most effective when historical knowledge is built through lived musical experience rather than memorization of dates, names, and styles. This paper proposes an integrated methodology that combines cultural-historical inquiry with praxial learning: attentive listening, guided analysis, performance-based exploration, and community-oriented fieldwork. Uzbek musical heritage is approached as a dynamic system shaped by regional identities, court and urban traditions, ritual and devotional practices, Soviet cultural policies, and contemporary media. Special attention is given to maqom traditions—particularly Shashmaqom—as a core reference point for connecting musical structure, aesthetics, ethics, and social function. The method aligns content sequencing with developmental pedagogy, supports inclusive classroom practice, and uses assessment tools that measure historical understanding through interpretation and musicianship. The proposed approach is suitable for secondary and tertiary music programs and can be adapted to teacher training contexts.
DOI: 10.5281/zenodo.18498470
title: METHODOLOGY FOR TEACHING THE SUBJECT "HISTORY OF UZBEK MUSIC" IN MUSIC EDUCATION

description: Teaching the History of Uzbek Music is most effective when historical knowledge is built through lived musical experience rather than memorization of dates, names, and styles. This paper proposes an integrated methodology that combines cultural-historical inquiry with praxial learning: attentive listening, guided analysis, performance-based exploration, and community-oriented fieldwork. Uzbek musical heritage is approached as a dynamic system shaped by regional identities, court and urban traditions, ritual and devotional practices, Soviet cultural policies, and contemporary media. Special attention is given to maqom traditions—particularly Shashmaqom—as a core reference point for connecting musical structure, aesthetics, ethics, and social function. The method aligns content sequencing with developmental pedagogy, supports inclusive classroom practice, and uses assessment tools that measure historical understanding through interpretation and musicianship. The proposed approach is suitable for secondary and tertiary music programs and can be adapted to teacher training contexts.
DOI: 10.5281/zenodo.18496027
title: Global Transnational Mobility Dataset 2.0

description: This dataset contains estimates of cross-border travel derived from global tourism, air passenger and migration statistics (1995-2022), covering population movements between 230+ countries.

The Global Transnational Mobility Dataset (GTMD 2.0) expands on an earlier version (GTMD 1.0), which covered the 2011-2016 period. GTMD 2.0 records over 150 billion cross-border trips from 1995 to 2022. This version improves upon the previous one by offering more accurate estimates and comprehensive coverage of mobility flows worldwide.

For further information, please refer to the Global Mobilities Project (GMP) website at the Migration Policy Centre (MPC) of the European University Institute (EUI).

Contact: GMPDataset@eui.eu

The dataset is free to use for academic and non-commercial purposes. When using the dataset, please cite it as:

Grohmann, T., Recchi, E., & Bernasconi, L. (2026). Global Transnational Mobility Dataset 2.0 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18496028
DOI: 10.15468/dl.hshe4a
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Thamnocalamus spathiflorus"
 ]
}

 The dataset includes 115 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014538-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndqqkk
title: Occurrence Download

description: A dataset containing 25222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.47_1, USA.21_1, USA.49_1, USA.39_1, USA.31_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anopheles punctipennis, Anopheles atropos, Anopheles crucians, Anopheles perplexens, Anopheles quadrimaculatus)"
 ]
}

 The dataset includes 25222 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014535-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9ezhf
title: Occurrence Download

description: A dataset containing 226634 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Toxic phytoplankton dynamics on the Portuguese Coast"
 ]
}

 The dataset includes 226634 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014510-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm2rg2
title: Occurrence Download

description: A dataset containing 29555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coronilla varia, Securigera varia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 29555 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014537-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5xmdp
title: Occurrence Download

description: A dataset containing 108186 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wildlife inventory in the Azores using camera trapping"
 ]
}

 The dataset includes 108186 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014512-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvwcpa
title: Occurrence Download

description: A dataset containing 1231812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-149.0058 60.86516,-150.05458 61.06095,-150.40417 61.13892,-151.23781 60.93056,-151.64119 60.68133,-152.15213 59.868,-152.47483 59.28244,-151.82943 59.03429,-151.13025 59.1172,-150.45795 59.22745,-149.08647 59.77337,-148.41418 59.8815,-147.95702 60.20378,-147.79567 60.54938,-148.22594 60.81274,-149.0058 60.86516))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1231812 records from 496 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014484-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnb5z8
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocercus doellojuradoi"
 ]
}

 The dataset includes 70 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014539-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k95zw5
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meiocarpidium oliverianum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 137 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014540-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bah48
title: Occurrence Download

description: A dataset containing 2638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corynephorus canescens, Weingaertneria canescens)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2638 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014541-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgscqw
title: Occurrence Download

description: A dataset containing 28331 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dynamics of Bird Communities in South-Eastern Ukraine (1987–2017)"
 ]
}

 The dataset includes 28331 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014542-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyrnbs
title: Occurrence Download

description: A dataset containing 1816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Forestry Inventory 2015, Forestry Inventory 2010, Forestry Inventory 2005, Forestry Inventory 1995, Pl@ntNet automatically identified occurrences, Flora-On: occurrence data of the flora of mainland Portugal)",
 "GadmGid is PRT.15.8_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1816 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014543-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjrhs7
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meiogyne virgata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 238 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014544-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18498507
title: PSYCHOLINGUISTICS OF DOCTOR-PATIENT COMMUNICATION FEATURES

description:  Considered the psycholinguistic features of the speech of medical personnel, analyzed the speech of four medical specialists on the example of the ADTI clinic.
DOI: 10.5281/zenodo.18498506
title: PSYCHOLINGUISTICS OF DOCTOR-PATIENT COMMUNICATION FEATURES

description:  Considered the psycholinguistic features of the speech of medical personnel, analyzed the speech of four medical specialists on the example of the ADTI clinic.
DOI: 10.5880/fidgeo.2025.038
title: Subsurface data from the Chacopampean plain, North Argentina

description: Understanding the evolution of foreland basins provides rich information about present and past orogenies and plate-scale tectonic processes. The Andean foreland basin, also known as the Chacopampean plain, preserves sedimentary records in the subsoil from the late Precambrian to the present day. This region was considered poor in tectonic activity before the Cenozoic. This dataset contributes to the elucidation of the geological evolution of the transitional zone between three distinct basin systems: the Salta Rift, the intracratonic Chacoparanaense, and the Andean foreland basins. 
The database consists of 19 seismic lines and data from 18 wells located in the Chacopampean plain, both in the domains of the Chacoparanaense Basin and in the domain of the Salta Rift Basin, and velocity data from seismic headers that allow the correlation of data from time and depth domains. 
With these data, we have interpreted a complex tectonic history persisting to the Palaeogene by analysing industry seismic-reflection data and borehole records. This research provides an unprecedented, detailed investigation of a poorly explored region.
DOI: 10.15468/dl.v988x2
title: Occurrence Download

description: A dataset containing 25222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.47_1, USA.21_1, USA.49_1, USA.39_1, USA.31_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anopheles punctipennis, Anopheles atropos, Anopheles crucians, Anopheles perplexens, Anopheles quadrimaculatus)"
 ]
}

 The dataset includes 25222 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014546-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2ysr6
title: Occurrence Download

description: A dataset containing 2053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crepis alpestris, Crepis alpestris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2053 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014545-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/x3sga5
title: OA and OAD WBAM Ranges

description: Whole-body angular momentum (WBAM) ranges of older adult controls and individuals with Dementia with Lewy Bodies before, during, and after treadmill-belt perturbations.
DOI: 10.15468/dl.ag5gnb
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mischogyne elliotiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014548-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.