cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5258/soton/d3498
title: A mixed methods investigation of paramedic independent prescribing in emergency and urgent care. Adam Bedson. PhD Thesis Dataset.

description: DESCRIPTION OF THE DATA: This data contains: 

1. Interview transcripts of online semi-structured interviews with a purposive sample of key stakeholders who held high level, strategic views and experiences on the research topic of PIP in EUC. 
Interviews were conducted online using Microsoft Teams, audio recorded and transcribed. Interviews were conducted online during 2022-2023. Participants included individuals working in strategic leadership roles 
with the College of Paramedics, NHS England, higher education and different NHS Trusts. Participant details have been omitted to ensure anonymity. However due to the nature of 
participants, they may still be identifiable from the data, which is therefore restricted in access. 
turn
2. Field note data: Case study research was conducted in an emergency department and out of hours urgent care service during 2023-2024. 
Field note data captures non-participant observation of PIP practice, reflective conversations in the field with PIP participants and their colleagues, 
alongside observations of relevant site meetings and site documents captured during field work. Additional site documents such as policies and job descriptions 
have not been included as these could not be sufficiently anonymised. 3. Case study interview transcripts: At each case study site, a range of staff in clinical and 
leadership roles were interviewed, all but one interview occurred online using Microsoft Teams. Interviews were audio recorded and transcribed. 
Information about geographic location of data collection: Not included to protect site anonymity.

3. Prescribing frequency data: From each case site, anonymised prescribing data were obtained for all PIPs for the year of 2023, in the ED site, an updated dataset from January-August 2024 was also provided for the purpose of analysing Controlled Drug prescribing by PIPs following a change in legislation on 31/12/2023 to allow them to prescribe five Controlled Drugs. This data were not available from the urgent care case site due to a software error.
Additionally, from each case site, the Controlled Drug prescribing data from non-paramedic prescribers working in the ED (doctors and nurse advanced clinical practitioners in emergency medicine) and urgent care out of hours service (doctors, nurses, pharmacists) were also obtained for comparison with PIP data. This data covers as 12 month period January-December 2023.
DOI: 10.5281/zenodo.18267049
title: TALABALARDA SHARQONA MADANIYATNI RIVOJLANTIRISHDA ETNOPEDAGOGIKA FANINI O'QITISH METODIKASINI TAKOMILLASHTIRISH TIZIMI

description: Ushbu maqolada talabalarda sharqona madaniyatni rivojlantirishda etnopedagogika fanini o‘qitish metodikasini takomillashtirish tizimi o‘rganildi. Tadqiqotda interaktiv metodlar, loyiha asosida o‘qitish, case-study va multimedia vositalari qo‘llanilib, talabalarning madaniy bilimlari, madaniy anglash, analitik fikrlash va hamkorlik ko‘nikmalari baholandi. Tadqiqot natijalari shuni ko‘rsatdiki, takomillashtirilgan metodika talabalarda milliy va sharqona qadriyatlarni chuqurroq anglash, madaniy ongni shakllantirish va ta’lim jarayonida motivatsiyani oshirishga sezilarli ta’sir ko‘rsatadi. Ushbu tadqiqot pedagogik amaliyot uchun tavsiyalar beradi va sharqona madaniyatni rivojlantirishda samarali metodik tizimlarni ishlab chiqishga asos bo‘ladi.
DOI: 10.15468/dl.yc8ujk
title: Occurrence Download

description: A dataset containing 11753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cupressus sempervirens",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 11753 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013811-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18267048
title: TALABALARDA SHARQONA MADANIYATNI RIVOJLANTIRISHDA ETNOPEDAGOGIKA FANINI O'QITISH METODIKASINI TAKOMILLASHTIRISH TIZIMI

description: Ushbu maqolada talabalarda sharqona madaniyatni rivojlantirishda etnopedagogika fanini o‘qitish metodikasini takomillashtirish tizimi o‘rganildi. Tadqiqotda interaktiv metodlar, loyiha asosida o‘qitish, case-study va multimedia vositalari qo‘llanilib, talabalarning madaniy bilimlari, madaniy anglash, analitik fikrlash va hamkorlik ko‘nikmalari baholandi. Tadqiqot natijalari shuni ko‘rsatdiki, takomillashtirilgan metodika talabalarda milliy va sharqona qadriyatlarni chuqurroq anglash, madaniy ongni shakllantirish va ta’lim jarayonida motivatsiyani oshirishga sezilarli ta’sir ko‘rsatadi. Ushbu tadqiqot pedagogik amaliyot uchun tavsiyalar beradi va sharqona madaniyatni rivojlantirishda samarali metodik tizimlarni ishlab chiqishga asos bo‘ladi.
DOI: 10.15468/dl.ezefqu
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013812-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7pwbk
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Congo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013814-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcpj32
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013813-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fga242
title: Occurrence Download

description: A dataset containing 415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((111.357 21.461,115.422 21.461,115.422 24.392,111.357 24.392,111.357 21.461))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemidactylus garnotii"
 ]
}

 The dataset includes 415 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013815-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18267038
title: LINF_310020400

description: Concanavalin A-like domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18267039
title: LINF_310020400

description: Concanavalin A-like domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.hneby7
title: Occurrence Download

description: A dataset containing 27502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Acanthus mollis L.",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27502 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013816-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adwddr
title: Occurrence Download

description: A dataset containing 313620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "OccurrenceStatus is Present",
 "Year 2020-2026"
 ]
}

 The dataset includes 313620 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013784-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18244118
title: SoliDAIR EOLT visual inspection dataset UC BRO

description: This dataset was recorded in an automotive production environment during End-of-Line optical inspections of door modules. The primary aim of the dataset is to support the development and evaluation of machine-learning models for AI-enabled optical inspection systems, with a focus on usability by non-AI experts.
DOI: 10.5281/zenodo.18244119
title: SoliDAIR EOLT visual inspection dataset UC BRO

description: This dataset was recorded in an automotive production environment during End-of-Line optical inspections of door modules. The primary aim of the dataset is to support the development and evaluation of machine-learning models for AI-enabled optical inspection systems, with a focus on usability by non-AI experts.
DOI: 10.5281/zenodo.18267069
title: BO'LMACHALAR FIBRILATSIYASIDA TROMBOEMBOLIK ASORATLARNI OLDINI OLISH: KLINIK XATOLAR VA ZAMONAVIY YONDASHUV

description: Bo‘lmachalar fibrilatsiyasi (BF) — surunkali yurak ritmi buzilishi bo‘lib, tromboembolik asoratlar, jumladan insult va periferik emboliya xavfini sezilarli darajada oshiradi. Ushbu maqolada BF bilan og‘rigan bemorlarda tromboembolik asoratlarni oldini olishda uchraydigan klinik xatolar tahlil qilinadi va zamonaviy yondashuvlar, shu jumladan NOAKlar, risk baholash tizimlari va individualizatsiyalangan davolash strategiyalari ko‘rib chiqiladi. Tadqiqot natijalari shuni ko‘rsatadiki, klinik xatolarni kamaytirish va zamonaviy protokollarni qo‘llash BF bilan bog‘liq asoratlarni kamaytirishda va bemorlarning hayot sifatini oshirishda muhim ahamiyatga ega.
DOI: 10.5281/zenodo.18267070
title: BO'LMACHALAR FIBRILATSIYASIDA TROMBOEMBOLIK ASORATLARNI OLDINI OLISH: KLINIK XATOLAR VA ZAMONAVIY YONDASHUV

description: Bo‘lmachalar fibrilatsiyasi (BF) — surunkali yurak ritmi buzilishi bo‘lib, tromboembolik asoratlar, jumladan insult va periferik emboliya xavfini sezilarli darajada oshiradi. Ushbu maqolada BF bilan og‘rigan bemorlarda tromboembolik asoratlarni oldini olishda uchraydigan klinik xatolar tahlil qilinadi va zamonaviy yondashuvlar, shu jumladan NOAKlar, risk baholash tizimlari va individualizatsiyalangan davolash strategiyalari ko‘rib chiqiladi. Tadqiqot natijalari shuni ko‘rsatadiki, klinik xatolarni kamaytirish va zamonaviy protokollarni qo‘llash BF bilan bog‘liq asoratlarni kamaytirishda va bemorlarning hayot sifatini oshirishda muhim ahamiyatga ega.
DOI: 10.15468/dl.n3x6wp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Cameroon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013818-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahhyde
title: Occurrence Download

description: A dataset containing 899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 899 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013820-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj9x25
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 519 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013819-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18265797
title: Data: Phytoplankton regionalism in natural mesocosm-like wetlands of an island archipelago in the Aegean Sea

description: This file contains two spreadsheet tabs, the first including species abundances (cells/ml) and the second including the environmental features of 24 sampled wetlands (for description of methods see the main text of the related publication).
DOI: 10.5281/zenodo.18265798
title: Data: Phytoplankton regionalism in natural mesocosm-like wetlands of an island archipelago in the Aegean Sea

description: This file contains two spreadsheet tabs, the first including species abundances (cells/ml) and the second including the environmental features of 24 sampled wetlands (for description of methods see the main text of the related publication).
DOI: 10.15468/dl.rkse8h
title: Occurrence Download

description: A dataset containing 1089825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Chromista"
 ]
}

 The dataset includes 1089825 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013785-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8gagg
title: Occurrence Download

description: A dataset containing 3766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Achillea ageratum L.",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3766 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013821-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/errfrf
title: Plot-based observations of terrestrial macrofungi in Natural park «Kondinskie lakes»

description: The dataset contains records of macromycetes (macrofungi) from two permanent plots in pine forests. Each plot consists of 20 circular subplots, following the methodology described by (Mueller et al., 2004, Biodiversity of fungi...). The plots were established in 2024. The survey was conducted six times over two years, with plans for continued monitoring over multiple years.
DOI: 10.5281/zenodo.18267090
title: BIOTEXNOLOGIK USULDA TOZALANGAN KOLLEKTOR-OQAVA SUVLARNING PAXTA VA G'ALLA EKINLARINING EKOFIZIOLOGIK KO'RSATKICHLARIGA TA'SIRI.

description: Mazkur ilmiy maqolada qishloq xo‘jaligida suv resurslaridan oqilona foydalanish muammolari doirasida biotexnologik usullar yordamida tozalangan kollektor-oqava suvlarning paxta va g‘alla ekinlarining ekofiziologik ko‘rsatkichlariga ta’siri o‘rganildi. Tadqiqot jarayonida tozalangan oqava suvlarning fizik-kimyoviy va biologik tarkibi tahlil qilinib, ularning o‘simliklarning o‘sishi, fotosintez faolligi, suv almashinuvi, xlorofill miqdori hamda hosildorlik ko‘rsatkichlariga ta’siri baholandi. Olingan natijalar biotexnologik usulda tozalangan kollektor-oqava suvlarining ma’lum me’yorlarda sug‘orishda qo‘llanilishi paxta va g‘alla ekinlarining ekofiziologik holatiga salbiy ta’sir ko‘rsatmasligini, aksincha, ayrim ko‘rsatkichlar yaxshilanishiga olib kelishini ko‘rsatdi.
DOI: 10.5281/zenodo.18267091
title: BIOTEXNOLOGIK USULDA TOZALANGAN KOLLEKTOR-OQAVA SUVLARNING PAXTA VA G'ALLA EKINLARINING EKOFIZIOLOGIK KO'RSATKICHLARIGA TA'SIRI.

description: Mazkur ilmiy maqolada qishloq xo‘jaligida suv resurslaridan oqilona foydalanish muammolari doirasida biotexnologik usullar yordamida tozalangan kollektor-oqava suvlarning paxta va g‘alla ekinlarining ekofiziologik ko‘rsatkichlariga ta’siri o‘rganildi. Tadqiqot jarayonida tozalangan oqava suvlarning fizik-kimyoviy va biologik tarkibi tahlil qilinib, ularning o‘simliklarning o‘sishi, fotosintez faolligi, suv almashinuvi, xlorofill miqdori hamda hosildorlik ko‘rsatkichlariga ta’siri baholandi. Olingan natijalar biotexnologik usulda tozalangan kollektor-oqava suvlarining ma’lum me’yorlarda sug‘orishda qo‘llanilishi paxta va g‘alla ekinlarining ekofiziologik holatiga salbiy ta’sir ko‘rsatmasligini, aksincha, ayrim ko‘rsatkichlar yaxshilanishiga olib kelishini ko‘rsatdi.
DOI: 10.15468/dl.adrf8x
title: Occurrence Download

description: A dataset containing 27124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diospyros virginiana",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 27124 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013822-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw7gtj
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013824-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17639/nott.7636
title: Thermal blood flowmeter based on cascaded Fabry-Pérot Interferometers utilising the enhanced harmonic Vernier effect

description: An enhanced Vernier effect-based CFPI blood flowmeter has been developed and tested. By generating the enhanced Vernier effect and using a polymer (NOA65) within the cavity, the temperature sensitivity of the CFPI was improved 117.4 times compared to a single polymer cavity, reaching 26.67±1.07 nm/℃ with R-square 0.9957. The CFPI was combined with multimode fibre, and a green LED was utilized to heat model blood. As the blood temperature decreases with increasing blood flow, and flow rate can be obtained by temperature monitoring. The maximum temperature change recorded in this test was 0.3°C, minimizing the issue of excessive heating temperature changes in traditional thermal anemometry, making the CFPI sensor suitable for blood flow measurement. Ultimately, the CFPI sensor obtained blood flow rate information ranging from 20 to 300 ml/min. Clinically, this value can cover the arm total blood flow rate at rest [5] but can be further improved by increasing the output power of the heating light source. The sensor exhibits excellent accuracy, repeatability, and insensitivity to pressure, demonstrating its potential for blood flow rate monitoring.
DOI: 10.15468/dl.5pumh6
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013825-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17639/nott.7637
title: Statistical Analysis Plan for SPARX-UK - Developing precision computerised cognitive behavioural therapy (cCBT) for adolescent depression: a pilot and feasibility randomised controlled trial

description: A Statistical Analysis Plan for developing precision computerised cognitive behavioural therapy (cCBT) for adolescent depression: a pilot and feasibility randomised controlled trial (SPARX-UK)
DOI: 10.5281/zenodo.18266977
title: Influence de la concentration en nitrate de zinc hexahydraté sur la taille de nanoparticules d'oxyde de zinc

description: Projet de recherche étudiant dans le cadre d'un module nommé Initiation à la démarche et à la communication scientifique. Nous avons tenté d'étudier l'influence de paramètres expérimentaux de nanoparticules de ZnO.
DOI: 10.5281/zenodo.18266976
title: Influence de la concentration en nitrate de zinc hexahydraté sur la taille de nanoparticules d'oxyde de zinc

description: Projet de recherche étudiant dans le cadre d'un module nommé Initiation à la démarche et à la communication scientifique. Nous avons tenté d'étudier l'influence de paramètres expérimentaux de nanoparticules de ZnO.
DOI: 10.15468/dl.bavfkz
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontederia crassipes",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 251 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013823-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25716/gude.0jbq-k1q6
title: ATP-driven conformational dynamics reveal hidden intermediates in a heterodimeric ABC transporter
title: Conformational landscape of a heterodimeric ABC transporter revealed by single-molecule analysis

description: ATP-binding cassette (ABC) transporters are essential molecular machines whose conformational dynamics have largely been inferred from ensemble-averaged measurements. Resolving dynamic heterogeneity and transient intermediates, however, requires single-molecule approaches. Here, we use single-molecule Förster resonance energy transfer (smFRET) to directly monitor conformational changes of the heterodimeric type IV ABC transporter TmrAB, a functional homolog of the human antigen transporter TAP. Fluorophores positioned at the nucleotide-binding domains and the periplasmic gate were validated by accessible-volume simulations, fluorescence lifetimes, and ensemble FRET, demonstrating that these reporters reliably track conformational transitions. Single-molecule analysis distinguishes ATP-free and ATP-bound states and reveals ATP-dependent population shifts from micromolar to physiological ATP concentrations. Probing conformational dwell-times further uncovers an unexpectedly long ATP-bound dwell time of ~300 ms. Using complementary stabilization strategies–including a slow-turnover variant, Mg²⁺ depletion, or substrate trans-inhibition–we resolve a previously hidden outward-facing open state that rapidly interconverts with occluded intermediates under turnover conditions. These results provide the first single-molecule characterization of TmrAB and establish a general framework for dissecting ATP-coupled conformational dynamics in heterodimeric ABC transporters.
description: Raw Data Source File to: Fig. 1 NBD Fig. 1 PG Fig. 2 Fig. 3 Fig. 4 Suppl. Fig. 1 Suppl. Fig. 2a Suppl. Fig. 3 Suppl. Fig. 4
DOI: 10.15468/dl.bdjheu
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Achillea crithmifolia Waldst. & Kit.",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 455 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013826-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.