cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18478711
title: ALLERGIK RINIT

description: Allergik rinit – bu yuqori nafas yo‘llarining surunkali yoki takrorlanuvchi yallig‘lanish kasalligi bo‘lib, immun tizimining xavfsiz bo‘lgan allergenlarga ortiqcha sezgirligi natijasida rivojlanadi. Ushbu maqolada allergik rinitning epidemiologiyasi, patofiziologiyasi, klinik belgilari, diagnostikasi va davolash usullari tahlil qilinadi. Tadqiqot natijalari kasallikning genetik va ekologik omillar bilan bog‘liqligini, simptomatik terapiya va allergen-specifik immunoterapiyaning samaradorligini tasdiqlaydi. Maqola allergik rinitni kompleks yondashuv bilan boshqarishning ahamiyatini yoritadi.
DOI: 10.5281/zenodo.18478712
title: ALLERGIK RINIT

description: Allergik rinit – bu yuqori nafas yo‘llarining surunkali yoki takrorlanuvchi yallig‘lanish kasalligi bo‘lib, immun tizimining xavfsiz bo‘lgan allergenlarga ortiqcha sezgirligi natijasida rivojlanadi. Ushbu maqolada allergik rinitning epidemiologiyasi, patofiziologiyasi, klinik belgilari, diagnostikasi va davolash usullari tahlil qilinadi. Tadqiqot natijalari kasallikning genetik va ekologik omillar bilan bog‘liqligini, simptomatik terapiya va allergen-specifik immunoterapiyaning samaradorligini tasdiqlaydi. Maqola allergik rinitni kompleks yondashuv bilan boshqarishning ahamiyatini yoritadi.
DOI: 10.15468/dl.gqwaxr
title: Occurrence Download

description: A dataset containing 8884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aconitum napellus, Aconitum napellus, Aconitum napellus, Aconitum napellus, Aconitum napellus)",
 "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 8884 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011103-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksz2ep
title: Occurrence Download

description: A dataset containing 14760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aconitum lycoctonum, Aconitum lycoctonum, Aconitum lycoctonum, Aconitum vulparia, Aconitum vulparia)",
 "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 14760 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011101-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18478575
title: COLTRIMS D2O Sample Dataset

description: This dataset contains multi-particle coincidence measurements from COLTRIMS experiments on heavy water (D2O) dication fragmentation, separated by electronic quantum state.

The dataset consists of 8 files corresponding to 8 electronic states of D2O2+. Each file contains event-level data, where each event is represented by 15 momentum components: (px, py, pz) for each of five particles (D1, D2, O, electron1, electron2).

The dataset is intended for:- Demonstrating and validating the SCULPT framework- Studying correlations between fragment momenta and electronic states in COLTRIMS experiments

Units, coordinate frame, and file formats are documented in the included README.md.
DOI: 10.5281/zenodo.18478576
title: COLTRIMS D2O Sample Dataset

description: This dataset contains multi-particle coincidence measurements from COLTRIMS experiments on heavy water (D2O) dication fragmentation, separated by electronic quantum state.

The dataset consists of 8 files corresponding to 8 electronic states of D2O2+. Each file contains event-level data, where each event is represented by 15 momentum components: (px, py, pz) for each of five particles (D1, D2, O, electron1, electron2).

The dataset is intended for:- Demonstrating and validating the SCULPT framework- Studying correlations between fragment momenta and electronic states in COLTRIMS experiments

Units, coordinate frame, and file formats are documented in the included README.md.
DOI: 10.15468/dl.k4m7wj
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suessenguthiella scleranthoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011106-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4e8xr
title: Occurrence Download

description: A dataset containing 10726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.878482 39.473704, -86.928885 39.538143, -87.013567 39.538143, -86.963115 39.473704, -86.878482 39.473704))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 10726 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011104-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b2tdm
title: Occurrence Download

description: A dataset containing 3370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aconitum variegatum, Aconitum variegatum)",
 "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 3370 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011105-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/8s9f-kf54
title: Numerical and experimental generated data during project https://doi.org/10.1109/TAP.2025.3534987

description: The dataset was generated during a project aimed at developing a novel methodology forhigh-accuracy modeling of antenna characteristics. It is centered around a recurrent neural network (RNN) optimized through Bayesian optimization (BO). The RNN architecture includes—among others—a feature input layer, a long shortterm memory (LSTM) layer, a gated recurrent unit (GRU) layer, and a bidirectional LSTM (Bi-LSTM) layer. BO is employed to fine-tune the network’s hyperparameters, such as the number of units in each layer and the learning rate. The LSTM, GRU, and Bi-LSTM layers are designed to capture frequency-wise dependencies in antenna responses. A distinctive feature of this approach is the utilization of frequency as a sequential parameter processed by the RNN, which enhances reliability and cost efficiency. These advantages are further bolstered by dimensionality reduction techniques based on rapid global sensitivity analysis. The proposed method has undergone extensive validation across four antennas and has been compared against several benchmark methods, including kernel-based regression models and various neural networks. The results demonstrate that our surrogates achieve outstanding accuracy, significantly surpassing the benchmark, and can construct reliable metamodels even with low-cardinality training datasets. Design applications and experimental validation have also been included.
DOI: 10.5281/zenodo.18478591
title: Test Time Domain Dataset

description: A more detailed description of the data set could be provided here...
DOI: 10.34808/b6wj-fy32
title: Numerical and experimental generated data during project https://doi.org/10.1109/JSEN.2025.3545789

description: The dataset was generated during a project aimed at developing a novel multiband metamaterial (MTM)-based biosensor specifically designed for the detection of MCF-7 BC cells. The sensor features a compact geometry composed of multiple resonatorsmade from 200-nm-thick aluminum (Al) layers on a 50-μm-thick polyethylene terephthalate (PET) substrate. With dimensions of only 198 × 198 μm2, the proposed device is exceptionally compact. It operates in the 0.5–1.6-THz frequency range and achieves near-perfect absorption rates (&gt;99%) across multiple bandwidths. These results are achieved through precise tuning of the sensor’s geometry and architectural optimization, significantly enhancing its sensitivity for cancer detection. Comprehensive validation of the sensor is performed using full-wave electromagnetic analysis, which includes evaluating electric field (E-field) and magnetic field (H-field) distributions, surface currents, and scattering parameters. Extensive benchmarking demonstrates the device’s superior performance compared to state-ofthe-art biosensors, excelling in metrics such as quality factor (Q-factor), figure of merit (FOM), and absorption efficiency. In addition, the proposed sensor has been integrated into an MWI system to evaluate its practical application. The device successfully discriminated against subtle changes in the refractive index (RI) of biological tissues, confirming its ability to detect MCF-7 cells effectively. These findings highlight the sensor’s suitability as a noninvasive, early stage diagnostic tool for BC.
DOI: 10.34808/sks5-cz74
title: Numerical and experimental generated data during project https://doi.org/10.1109/JIOT.2025.3551092

description: The dataset was generated during a project aimed at developing a T-shaped four-element, highly compact wideband multiple-input multiple-output (MIMO) antenna covering the mm-wave n260 (37–40 GHz) and n259 (42–43.5 GHz) bands for 5G NR IoT applications. The antenna is designed on a 0.76 mm-thick Rogers RO4350B substrate with overall dimensions of 28×28 mm2 (3.3×3.3 λ2). For design simplicity, a T-shaped patch backed by a full-ground plane is devised to serve as the radiator of a single-element antenna with the dimensions of (Ls × Ws) mm2, optimized through a systematic three-step design process for improved performance. Moreover, the design has evolved into a 4×4 orthogonal MIMO configuration, achieving improved gain, polarization diversity, and higher data rates, with each element exhibiting wideband characteristics across 11.5 GHz (36.5–48 GHz) with high gains of 9.8 dBi and 6.6 dBi at n260 and n259 5G mm-wave bands, respectively. Additionally, arc-shaped complementary split-ring resonators (CSRR) are integrated into the ground plane to significantly enhance the gain while effectively reducing mutual coupling, remarkably achieving a maximum gain of 9.8 dBi.
DOI: 10.15468/dl.x3nwuy
title: Occurrence Download

description: A dataset containing 1248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trigastrotheca pentaphylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1248 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011107-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18478721
title: PARDA MATO¬SINI TANLASH MEZONI VA ASOSLASH USULLARI

description: Mazkur ilmiy-tahliliy maqolada parda matosini tanlash mezonlari va ularni asoslash usullari kompleks yondashuv asosida o‘rganilgan. Tadqiqot davomida parda matolarining tolaviy tarkibi, fizik-mexanik, gigiyenik, estetik va ekologik xususiyatlari tahlil qilindi. Shuningdek, parda matosini tanlashda xonaning funksional vazifasi, yorug‘lik darajasi va iqtisodiy samaradorlik omillarining ahamiyati asoslab berildi. Olingan natijalar parda matosini tanlash jarayonida faqat tashqi ko‘rinishga emas, balki ilmiy asoslangan mezonlarga tayanish zarurligini ko‘rsatadi. Tadqiqot natijalari interyer dizayni va tekstilshunoslik sohasida amaliy tavsiyalar ishlab chiqish imkonini beradi.
DOI: 10.5281/zenodo.18478720
title: PARDA MATO¬SINI TANLASH MEZONI VA ASOSLASH USULLARI

description: Mazkur ilmiy-tahliliy maqolada parda matosini tanlash mezonlari va ularni asoslash usullari kompleks yondashuv asosida o‘rganilgan. Tadqiqot davomida parda matolarining tolaviy tarkibi, fizik-mexanik, gigiyenik, estetik va ekologik xususiyatlari tahlil qilindi. Shuningdek, parda matosini tanlashda xonaning funksional vazifasi, yorug‘lik darajasi va iqtisodiy samaradorlik omillarining ahamiyati asoslab berildi. Olingan natijalar parda matosini tanlash jarayonida faqat tashqi ko‘rinishga emas, balki ilmiy asoslangan mezonlarga tayanish zarurligini ko‘rsatadi. Tadqiqot natijalari interyer dizayni va tekstilshunoslik sohasida amaliy tavsiyalar ishlab chiqish imkonini beradi.
DOI: 10.34808/3tnx-j273
title: Numerical and experimental generated data during project https://doi.org/10.1109/TAP.2025.3618746

description: The dataset was generated during a project aimed at developing a SIW-based dual-circularly polarized (CP) metasurface(MS) antenna with high gain and high isolation for millimeter-wave (MMW) applications. The orthogonal higher order modes (HOMs) TE230/TE320 are utilized to generate CP. A dual-CP cavity-backed antenna with curved slots serves as the primary radiator, whereas a 4 4 square patch MS is employed as a superstrate. The characteristic mode analysis (CMA) of the antenna is utilized to identify and align the HOMs with a 90 phase di erence to enable dual-CP radiation. CMA is also applied to the MS to synthesize modalphase di erences of the primary antenna’s modes, enabling broadband phase compensation. The MS height is optimized to induce a 180 phase-shifted reflection, canceling undesired coupled fields and enhancing port isolation. Additionally, the symmetric electric field distribution across the MS improves broadside gain and suppresses cross-polarization.
DOI: 10.15468/dl.4v8s8m
title: Occurrence Download

description: A dataset containing 12170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adenostyles alpina, Adenostyles alpina, Adenostyles alpina, Adenostyles glabra)",
 "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 12170 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011109-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjk59m
title: Occurrence Download

description: A dataset containing 8614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adenostyles alliariae)",
 "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 8614 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011108-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5878/kc0v-m880
title: The Student SOM Survey 1994
title: SOM-undersökningen till studenter 1994
title: Student-SOM 1994

description: This is the second study in the collection of Student-SOM surveys. The aim of these studies is to shed light on opinions and habits of the student generation of today. The questionnaire was divided into seven parts: mass media; politics and society; energy, nuclear power and environment; Sweden and the rest of the world; leisure-time activities; background; and study programme. It was mainly a replication of the questionnaire used in Student-SOM 1993. Additional questions dealt with the respondent´s opinion on newspapers publishing names in connection with crimes and accidents; Sweden´s future relation to the European Union; and the rights of various ethnical groups to look after their interests. For a number of various things like porno movies in television, flogging, mosques, homosexual teachers, etc. the respondents had to state if they were of the opinion that it should be allowed or not. The question about choice of political party was put in two different versions; half of the respondents were asked about the probability that they should vote for a particular political party during their lifetime, and the rest were asked about the probability that they should vote for a particular political party at the 1998 general election.

Purpose:

To find out how students feel about their education and the social environment at the University of Gothenburg
description: Detta är den andra undersökning som SOM-institutet vid Göteborgs universitet genomför för att fånga upp åsikter och vanor hos dagens studentgeneration. Frågeformuläret som i huvudsak är en replikation av 1993 års formulär indelades i massmedia; politik och samhälle; energi, kärnkraft och miljö; Sveriges förhållande till omvärlden; fritidsintressen; bakgrund; samt kurs/linje. Frågor som tillkommit behandlade tidningars namnpublicering i samband med brott och olyckor, Sveriges framtida förhållande till EU och olika etniska gruppers rätt att ta tillvara sina egna intressen. Respondenterna fick även ange om de ansåg pornografiska filmer i TV, aga, moskéer, homosexuella lärare etc. bör vara tillåtet eller ej i Sverige. Frågan om partival ställdes i två olika versioner, halva urvalet fick frågan om sannolikheten att man kommer att rösta på ett parti under ens livstid, medan den andra hälften fick frågan om sannolikheten att man kommer att rösta för de olika partierna vid 1998 års val.

Syfte:

Ta reda på hur studenterna uppfattar sin utbildning och den studiesociala miljön vid Göteborgs universitet
DOI: 10.5878/000259
title: The Student SOM Survey 1994
title: SOM-undersökningen till studenter 1994
title: Student-SOM 1994

description: This is the second study in the collection of Student-SOM surveys. The aim of these studies is to shed light on opinions and habits of the student generation of today. The questionnaire was divided into seven parts: mass media; politics and society; energy, nuclear power and environment; Sweden and the rest of the world; leisure-time activities; background; and study programme. It was mainly a replication of the questionnaire used in Student-SOM 1993. Additional questions dealt with the respondent´s opinion on newspapers publishing names in connection with crimes and accidents; Sweden´s future relation to the European Union; and the rights of various ethnical groups to look after their interests. For a number of various things like porno movies in television, flogging, mosques, homosexual teachers, etc. the respondents had to state if they were of the opinion that it should be allowed or not. The question about choice of political party was put in two different versions; half of the respondents were asked about the probability that they should vote for a particular political party during their lifetime, and the rest were asked about the probability that they should vote for a particular political party at the 1998 general election.

Purpose:

To find out how students feel about their education and the social environment at the University of Gothenburg
description: Detta är den andra undersökning som SOM-institutet vid Göteborgs universitet genomför för att fånga upp åsikter och vanor hos dagens studentgeneration. Frågeformuläret som i huvudsak är en replikation av 1993 års formulär indelades i massmedia; politik och samhälle; energi, kärnkraft och miljö; Sveriges förhållande till omvärlden; fritidsintressen; bakgrund; samt kurs/linje. Frågor som tillkommit behandlade tidningars namnpublicering i samband med brott och olyckor, Sveriges framtida förhållande till EU och olika etniska gruppers rätt att ta tillvara sina egna intressen. Respondenterna fick även ange om de ansåg pornografiska filmer i TV, aga, moskéer, homosexuella lärare etc. bör vara tillåtet eller ej i Sverige. Frågan om partival ställdes i två olika versioner, halva urvalet fick frågan om sannolikheten att man kommer att rösta på ett parti under ens livstid, medan den andra hälften fick frågan om sannolikheten att man kommer att rösta för de olika partierna vid 1998 års val.

Syfte:

Ta reda på hur studenterna uppfattar sin utbildning och den studiesociala miljön vid Göteborgs universitet
DOI: 10.15468/dl.du7hyb
title: Occurrence Download

description: A dataset containing 1440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adonis vernalis, Adonis vernalis)",
 "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 1440 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011111-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.277qkx
title: Occurrence Download

description: A dataset containing 2577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calandrinia ciliata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2577 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011113-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.