cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18540159
title: THEORETICAL FOUNDATIONS OF PROTECTING GENERAL EDUCATION SCHOOL STUDENTS FROM ALIEN IDEAS

description:  In the context of globalization and rapid information exchange, general education school students are increasingly exposed to various ideological influences, including alien and destructive ideas that may negatively affect their worldview, moral values, and social behavior. This article aims to explore the theoretical foundations of protecting school students from alien ideas through pedagogical means. The study analyzes philosophical, psychological, and pedagogical approaches to ideological immunity, critical thinking development, and value-oriented education. Using theoretical analysis and synthesis methods, the research identifies key pedagogical conditions necessary for preventing the spread of alien ideas among students. The findings highlight the importance of a holistic educational environment, value-based curricula, and the active role of teachers in fostering students’ ideological resilience. The results of this study may be useful for educators, curriculum developers, and policymakers in improving educational strategies aimed at strengthening students’ ideological and moral stability.
DOI: 10.5281/zenodo.18540158
title: THEORETICAL FOUNDATIONS OF PROTECTING GENERAL EDUCATION SCHOOL STUDENTS FROM ALIEN IDEAS

description:  In the context of globalization and rapid information exchange, general education school students are increasingly exposed to various ideological influences, including alien and destructive ideas that may negatively affect their worldview, moral values, and social behavior. This article aims to explore the theoretical foundations of protecting school students from alien ideas through pedagogical means. The study analyzes philosophical, psychological, and pedagogical approaches to ideological immunity, critical thinking development, and value-oriented education. Using theoretical analysis and synthesis methods, the research identifies key pedagogical conditions necessary for preventing the spread of alien ideas among students. The findings highlight the importance of a holistic educational environment, value-based curricula, and the active role of teachers in fostering students’ ideological resilience. The results of this study may be useful for educators, curriculum developers, and policymakers in improving educational strategies aimed at strengthening students’ ideological and moral stability.
DOI: 10.25326/495
title: LIAISE Land Use CESBIO v1 2021

description: Landcover survey on a triangle between Ivars d'Urgell, Castelnou de Seana and Vila-Sana on July 25th 2021
The survey was carried (one driver and one surveyor) in two different cars, following the dirt roads around the two GLORI transect lines. The central coordinates of each plot were taken from the road whith the smartphone GPS and google maps application. Using QGIS, google maps and NDVI map, polygons have been drawn around the points of the original shape file (Emna Ayari , K. Dassas, V. Dehaye). Polygons have also been drawn on water and urbain areas. Classes have been attributed to the different land uses (OCS).  1 = maize, 2 = grass and alfalfa, 3 = maize and apple trees / apple trees /pear trees, 4 = wheat cut / dry grass / bare soil, 5 = water, 6 = urbain.

The shape files have been used to generate a lands map with Orfeo Tool box 8.0.1


Supervised classification is performed based on the Level-2A Sentinel-2 time series for the summer season of the 2021 cloud-free selected and ground-truth observations. To monitor the land use changes over time, the classification features include spectral indices and reflectance bands. Three indices are calculated, namely, the normalized difference vegetation index (NDVI), the normalized difference water index (NDWI) and the brightness index (BI). To better distinguish among the crop classes, the optical red edge bands are identified. 
To perform supervised classification, the reference data for the land covers were divided randomly into training and validation sets with percentages of 70% and 30%, respectively. Based on the prepared datasets, supervised classification is performed using the random forest classifier. An excellent kappa index value of 0.90 characterizes the classification results. The overall accuracy of the land cover classification is approximately 0.93.
The final has been generated using all ground truth data.
DOI: 10.25326/493
title: LIAISE InSitu Measurements CESBIO v1 2021

description: In parallel with the GLORI 2021 airborn campaign, ground-truth measurements were recorded at the same time as the flights were made over the twenty-four reference fields (maize, bare soils, alfalfa, apple trees). The in situ measurements made at the reference fields were designed to determine the soil moisture, roughness, and vegetation characteristics (leaf area index).
DOI: 10.25326/467
title: ACROSS-2022_SAFIRE-ATR42_SAFIRE_CHEMISTRY-PICARRO_1MN CH4, CO2 and CO measurements

description: CH4, CO2 and CO from Picarro (g2401m). One data every 1 minute.
DOI: 10.25326/480
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics

description: SAFIRE ATR42 navigation parameters post-processed at 1Hz from Inertial/GPS system
DOI: 10.5281/zenodo.18540134
title: Functionalized fiber-optic semi-distributed interferometers as opto-biological, multiplexable physical unclonable functions

description: Dataset for "Functionalized fiber-optic semi-distributed interferometers as opto-biological, multiplexable physical unclonable functions". We include both the raw data, and processed datasets in Matlab format.
DOI: 10.5281/zenodo.18540135
title: Functionalized fiber-optic semi-distributed interferometers as opto-biological, multiplexable physical unclonable functions

description: Dataset for "Functionalized fiber-optic semi-distributed interferometers as opto-biological, multiplexable physical unclonable functions". We include both the raw data, and processed datasets in Matlab format.
DOI: 10.25326/479
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics

description: SAFIRE ATR42 navigation parameters post-processed at 10Hz from Inertial/GPS system
DOI: 10.25326/475
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_RADIATION Radiation data

description: SAFIRE ATR42 in situ measurements post-processed at 1Hz including Shortwave and Longwave Radiation and CLIMAT-CE332 Radiometer observation
DOI: 10.25326/478
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_CORE_TDYN Thermodynamic and dynamic Core Data including, pressure, temperature, humidity, TAS, wind, noseboom sideslip and AOA post-processed at 1HZ

description: SAFIRE ATR42 in situ  measurements post-processed at 1Hz including thermodynamics, dynamic and wind parameters
DOI: 10.25326/474
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_LWC Liquid Water Content at 1Hz

description: SAFIRE ATR42 LWC in situ measurements from LWC300, Gerber and Robust sensors, post-processed at 1Hz
DOI: 10.25326/473
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_ICE Ice data at 1Hz

description: SAFIRE ATR42 ice accretion detection in situ measurements from Rice instrument, post-processed at 1Hz
DOI: 10.25326/476
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_UHSAS Aerosol UHSAS

description: SAFIRE ATR42 UHSAS microphysics in situ measurements
DOI: 10.6084/m9.figshare.24179829
title: <b>Temporal regularities shape perceptual decisions and striatal dopamine signals</b>

description: Perceptual decisions should depend on sensory evidence. However, such decisions are also influenced by past choices and outcomes. These choice history biases may reflect advantageous strategies to exploit temporal regularities of natural environments. However, it is unclear whether and how observers can adapt their choice history biases to different temporal regularities, to exploit the multitude of temporal correlations that exist in nature. Here, we show that male mice adapt their perceptual choice history biases to different temporal regularities of visual stimuli. This adaptation was slow, evolving over hundreds of trials across several days. It occurred alongside a fast non-adaptive choice history bias, limited to a few trials. Both fast and slow trial history effects are well captured by a normative reinforcement learning algorithm with multi-trial belief states, comprising both current trial sensory and previous trial memory states. We demonstrate that dorsal striatal dopamine tracks predictions of the model and behavior, suggesting that striatal dopamine reports reward predictions associated with adaptive choice history biases. Our results reveal the adaptive nature of perceptual choice history biases, and shed light on their underlying computational principles and neural correlates.
DOI: 10.6084/m9.figshare.24179829.v2
title: <b>Temporal regularities shape perceptual decisions and striatal dopamine signals</b>

description: Perceptual decisions should depend on sensory evidence. However, such decisions are also influenced by past choices and outcomes. These choice history biases may reflect advantageous strategies to exploit temporal regularities of natural environments. However, it is unclear whether and how observers can adapt their choice history biases to different temporal regularities, to exploit the multitude of temporal correlations that exist in nature. Here, we show that male mice adapt their perceptual choice history biases to different temporal regularities of visual stimuli. This adaptation was slow, evolving over hundreds of trials across several days. It occurred alongside a fast non-adaptive choice history bias, limited to a few trials. Both fast and slow trial history effects are well captured by a normative reinforcement learning algorithm with multi-trial belief states, comprising both current trial sensory and previous trial memory states. We demonstrate that dorsal striatal dopamine tracks predictions of the model and behavior, suggesting that striatal dopamine reports reward predictions associated with adaptive choice history biases. Our results reveal the adaptive nature of perceptual choice history biases, and shed light on their underlying computational principles and neural correlates.
DOI: 10.6084/m9.figshare.24179829.v1
title: <b>Temporal regularities shape perceptual decisions and striatal dopamine signals</b>

description: Perceptual decisions should depend on sensory evidence. However, such decisions are also influenced by past choices and outcomes. These choice history biases may reflect advantageous strategies to exploit temporal regularities of natural environments. However, it is unclear whether and how observers can adapt their choice history biases to different temporal regularities, to exploit the multitude of temporal correlations that exist in nature. Here, we show that male mice adapt their perceptual choice history biases to different temporal regularities of visual stimuli. This adaptation was slow, evolving over hundreds of trials across several days. It occurred alongside a fast non-adaptive choice history bias, limited to a few trials. Both fast and slow trial history effects are well captured by a normative reinforcement learning algorithm with multi-trial belief states, comprising both current trial sensory and previous trial memory states. We demonstrate that dorsal striatal dopamine tracks predictions of the model and behavior, suggesting that striatal dopamine reports reward predictions associated with adaptive choice history biases. Our results reveal the adaptive nature of perceptual choice history biases, and shed light on their underlying computational principles and neural correlates.
DOI: 10.25326/477
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_CDP CDP data

description: SAFIRE ATR42 CDP microphysics in situ measurements
DOI: 10.25326/481
title: SENS4ICE-2023_SAFIRE-ATR42_SAFIRE_CIP CIP data

description: SAFIRE ATR42 CIP microphysics in situ measurements
DOI: 10.25326/485
title: GNSS-2023_SAFIRE-PA23_SAFIRE_CORE_NAV_1HZ Navigation and platform characteristics

description: SAFIRE PA23 navigation parameters post-processed at 1Hz from Inertial/GPS system
DOI: 10.5281/zenodo.18540277
title: PEDAGOGICAL FEATURES OF TEACHING STUDENTS IN TRADITIONAL SINGING

description: This article discusses the issues of identifying and developing students' vocal abilities in traditional singing. The importance of vocal range, timbre, breathing, and sound production techniques in singing performance is analyzed. The main requirements for traditional performance, pedagogical approaches, and attention to organizing classes taking into account the individual vocal characteristics of students are highlighted.
DOI: 10.5281/zenodo.18540278
title: PEDAGOGICAL FEATURES OF TEACHING STUDENTS IN TRADITIONAL SINGING

description: This article discusses the issues of identifying and developing students' vocal abilities in traditional singing. The importance of vocal range, timbre, breathing, and sound production techniques in singing performance is analyzed. The main requirements for traditional performance, pedagogical approaches, and attention to organizing classes taking into account the individual vocal characteristics of students are highlighted.
DOI: 10.25326/484
title: GNSS-2023_SAFIRE-PA23_SAFIRE_CORE_TDYN_1HZ Thermodynamic and dynamic Core Data

description: GNSS-2023 thermodynamic and dynamic Core Data including, pressure, temperature, humidity, TAS, wind, noseboom sideslip and AOA.
DOI: 10.25326/494
title: LIAISE GNSS-R GLORI CESBIO v1 2021

description: GNSS reflectometry is a bistatic radar remote sensing technology (transmitters and receivers are not in the same place) that uses microwave signals of opportunity from radio navigation constellations.
This dataset has been generated with the data acquired with the GLObal navigation satellite system Reflectometry Instrument (GLORI) developed at Centre d?Etudes Spatiales de la Biosphère (CESBIO). These data have been acquired during 3 flights carried out in July 2021 (flight 45/46/47 respectively on July 22nd, 27th and 28th) over the Urgell site.
This dataset provides GNSS-R observables such as reflectivity, incoherent component relative to the total scattering, signal to noise ratio (snr) for copolarized (right-right) and cross-polarized (right-left) measurements.
DOI: 10.25326/498
title: LEMON-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics 1hz

description: SAFIRE ATR42 navigation parameters post-processed at 1Hz from Inertial/GPS system
DOI: 10.25326/499
title: LEMON-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics 10hz

description: SAFIRE ATR42 navigation parameters post-processed at 10Hz from Inertial/GPS system
DOI: 10.25326/496
title: LEMON-2023_SAFIRE-ATR42_SAFIRE_RADIATION Radiation data

description: SAFIRE ATR42 in situ measurements post-processed at 1Hz including Shortwave and Longwave Radiation and CLIMAT-CE332 Radiometer observation
DOI: 10.25326/497
title: LEMON-2023_SAFIRE-ATR42_SAFIRE_CORE_TDYN Thermodynamic and dynamic data 1HZ

description: SAFIRE ATR42 in situ  measurements post-processed at 1Hz including thermodynamics, dynamic and wind parameters
DOI: 10.25326/516
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics 1hz

description: N/A
DOI: 10.25326/513
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics 10hz

description: SAFIRE ATR42 navigation parameters post-processed at 10Hz from Inertial/GPS system
DOI: 10.25326/515
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_RADIATION Radiation data

description: SAFIRE ATR42 in situ measurements post-processed at 1Hz including Shortwave and Longwave Radiation and CLIMAT-CE332 Radiometer observation
DOI: 10.25326/514
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_CORE_TDYN Thermodynamic and dynamic data 1HZ

description: SAFIRE ATR42 in situ  measurements post-processed at 1Hz including thermodynamics, dynamic and wind parameters
DOI: 10.25326/521
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_LWC Liquid Water Content at 1Hz

description: SAFIRE ATR42 LWC in situ measurements from LWC300, post-processed at 1Hz
DOI: 10.5281/zenodo.18528487
title: Global risk of deadly heat data subset [90th percentile]

description: The data contained within this repository are a subset of the data used for the Global risk of deadly heat research paper, available at https://doi.org/10.1038/nclimate3322.  The dataset was compiled through searching available online databases for peer-reviewed publications on heat-related mortality published between 1980 and 2014 to identify 1,949 case studies of cities or regions where excess mortality was associated with high tempreatures.  A full description of methods can be found in the associated Global risk of deadly heat paper.  This particular subset refers to heatwaves above the 90th percentile threshold for those heatwaves where heat-related mortality was documented, covering location and dates, while data on the number of deaths was inconsistently reported.
DOI: 10.5281/zenodo.18528488
title: Global risk of deadly heat data subset [90th percentile]

description: The data contained within this repository are a subset of the data used for the Global risk of deadly heat research paper, available at https://doi.org/10.1038/nclimate3322.  The dataset was compiled through searching available online databases for peer-reviewed publications on heat-related mortality published between 1980 and 2014 to identify 1,949 case studies of cities or regions where excess mortality was associated with high tempreatures.  A full description of methods can be found in the associated Global risk of deadly heat paper.  This particular subset refers to heatwaves above the 90th percentile threshold for those heatwaves where heat-related mortality was documented, covering location and dates, while data on the number of deaths was inconsistently reported.
DOI: 10.25326/520
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_CDP CDP data

description: SAFIRE ATR42 CDP microphysics in situ measurements
DOI: 10.25326/523
title: AEROHDF-2023_SAFIRE-ATR42_SAFIRE_UHSAS Aerosol UHSAS

description: SAFIRE ATR42 UHSAS microphysics in situ measurements
DOI: 10.25326/536
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV Navigation and platform characteristics 1hz

description: N/A
DOI: 10.25326/535
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_CORE_NAV_10HZ_L2 Navigation and platform characteristics at 10hz

description: SAFIRE ATR42 navigation parameters post-processed at 10Hz from Inertial/GPS system
DOI: 10.25326/534
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_LWC Liquid Water Content at 1Hz

description: N/A
DOI: 10.25326/533
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_RADIATION Radiation data

description: N/A
DOI: 10.25326/532
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_CORE_TDYN Thermodynamic and dynamic data 1HZ

description: N/A
DOI: 10.25326/531
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_UHSAS Aerosol UHSAS

description: N/A
DOI: 10.5281/zenodo.18540328
title: Depolymerization Catalyst Market Forecast to Witness Robust Growth

description: The Depolymerization Catalyst market is projected to reach USD 2.14 billion by 2032, growing at a compound annual growth rate (CAGR) of 7.9% from 2025 to 2032. This growth is driven by the increasing adoption of catalytic depolymerization technologies in recycling plants, renewable chemical production, and high-value polymer processing applications.
DOI: 10.5281/zenodo.18540327
title: Depolymerization Catalyst Market Forecast to Witness Robust Growth

description: The Depolymerization Catalyst market is projected to reach USD 2.14 billion by 2032, growing at a compound annual growth rate (CAGR) of 7.9% from 2025 to 2032. This growth is driven by the increasing adoption of catalytic depolymerization technologies in recycling plants, renewable chemical production, and high-value polymer processing applications.
DOI: 10.25326/530
title: SCALE-2023_SAFIRE-ATR42_SAFIRE_SPP300 Aerosol SPP300 at 1Hz

description: N/A
DOI: 10.25326/570
title: MAGIC-2023_SAFIRE-PA23_SAFIRE_CORE_NAV_1HZ  Navigation and platform characteristics

description: SAFIRE PA23 navigation parameters post-processed at 1Hz from Inertial/GPS system
DOI: 10.5517/ccdc.csd.cc2qtk7c
title: CCDC 2527003: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Raul Adler Yanez, Roland Fröhlich, Gerhard Erker|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qtkjn
title: CCDC 2527012: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Andreas Feldmann, Roland Fröhlich, Gerhard Erker|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qtkmr
title: CCDC 2527015: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Juri Möbus, Roland Fröhlich, Gerhard Erker|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qtkw0
title: CCDC 2527023: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Juri Möbus, Roland Fröhlich, Gerhard Erker|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qtlbh
title: CCDC 2527037: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Juri Möbus, Roland Fröhlich, Gerhard Erker|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qvbsq
title: CCDC 2527764: Experimental Crystal Structure Determination

description: Related Article: Helmar Görls, Manfred Döring|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.