cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6576680
title: Code and extensive data for training neural networks for radiation, used in "Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System: RRTMGP-NN 2.0""

description: Data and code used in a paper submitted to JAMES titled :<em> Implementation of a machine-learned gas optics parameterization in the ECMWF Integrated Forecasting System</em> 1) The files <strong>ml_training_*.7z</strong> contain extensive datasets (in NetCDF format) for training neural network versions of the RRTMGP gas optics scheme as described in the paper. The datasets are read by ml_train.py. 2) The ML datasets were in turn generated using the input profiles (in NetCDF format) inside <strong>inputs_to_RRTMGP.zip </strong>by running the Fortran programs <code>rrtmgp_sw_gendata_rfmipstyle.F90 and rrtmgp_lw_gendata_rfmipstyle.F90 </code>in <em>rte-rrtmgp-nn/examples/rrtmgp-nn-training</em>, which call the RRTMGP gas optics scheme, The input profiles contain <strong>millions of columns, hundreds of perturbation experiments (including hypercube-sampled gas concentrations), are derived from several different data sources (including CAMS reanalysis, GCM, and CKDMIP-MMM), and span present-day, preindustrial, and future atmospheric conditions.</strong> They could be used to generate training data for developing emulators of the full RTE+RRTMGP radiation scheme, not just gas optics (see nn_dev on the RTE+RRTMGP-NN repository on Github, used in a previous paper where different emulation methods were compared) 3) The Fortran and Python code used for data generation and NN training are found in <em>rte-rrtmgp-nn/examples/rrtmgp-nn-training</em> on the main branch on Github; <strong>an archived version is also included here </strong>(<strong>rte-rrtmgp-nn-2.0.zip</strong>). See the readme in the above sub-directory for further information.
DOI: 10.6084/m9.figshare.21695282
title: 韧性评价问卷数据

description: 问卷数据
DOI: 10.6084/m9.figshare.21695282.v1
title: 韧性评价问卷数据

description: 问卷数据
DOI: 10.6084/m9.figshare.21695147.v1
title: Supplementary Material for: Chronic Rhinosinusitis in Patients with Primary Immunodeficiency

description: <b><i>Introduction:</i></b> Primary immunodeficiencies are a heterogeneous group of diseases associated with an increased incidence of infections, autoimmunity, autoinflammatory diseases, allergies, and cancer. Rhinosinusitis is one of the most common infections in these patients. In our study, we aimed to determine the presence of chronic rhinosinusitis in our patients with primary immunodeficiency and to investigate the etiology of chronic rhinosinusitis. <b><i>Methods:</i></b> Forty-four patients (age range: 4–26 years) diagnosed with primary immunodeficiency were enrolled in our study. Patients were interviewed about the symptoms of chronic rhinosinusitis, and nasal endoscopic examinations were performed prospectively. The results of laboratory tests, medications, skin allergy tests, and the patients’ lung computed tomography were retrospectively recorded from patient files. <b><i>Results:</i></b> The distribution of patients’ diagnoses included 38.6% (<i>n</i> = 17) primary antibody deficiencies, 6.6% (<i>n</i> = 3) combined immunodeficiencies, 27.3% (<i>n</i> = 12) combined immunodeficiencies with syndromic features, 6.8% (<i>n</i> = 3) phagocytic disorders, and 20.5% (<i>n</i> = 9) immune dysregulation disorders. There was no significant difference in the frequency of chronic rhinosinusitis among the different immunodeficiency groups. There were no significant differences between chronic rhinosinusitis and conditions such as atopy, hypogammaglobulinemia, and treatments with immunoglobulin and/or azithromycin. The incidence of chronic rhinosinusitis was 77.8% (<i>n</i> = 7) in patients with a history of acute sinusitis and 20% (<i>n</i> = 7) in patients without a history of sinusitis, with a statistically significant difference between them (<i>p</i> = 0.002). <b><i>Conclusion:</i></b> Chronic rhinosinusitis is more common in patients with primary immunodeficiencies than in the normal population. For effective treatment, it is necessary to identify the factors that cause chronic rhinosinusitis. Further studies involving larger patient populations are needed to explain the mechanisms of chronic rhinosinusitis.
DOI: 10.6084/m9.figshare.21695294
title: 韧性评价问卷数据

description: 问卷数据
DOI: 10.6084/m9.figshare.21695294.v1
title: 韧性评价问卷数据

description: 问卷数据
DOI: 10.6084/m9.figshare.21353139
title: Supplementary Material for: Detection and Management of Tethered Cord in Anorectal Malformation: A Survey of Pediatric Neurosurgeons in the United States

description: Introduction: The reported prevalence of tethered spinal cord in patients with anorectal malformations (ARM) ranges from 9% to 64%. Practice patterns surrounding the diagnosis and management of tethered cord are suspected to vary, with consideration to type of spine imaging, adjunct imaging modalities, what patients are offered surgical intervention, and how patients are followed after detethering. We sought to determine what consensus, if any, exists among pediatric neurosurgeons in the United States in terms of diagnosis and management of tethered cord and specifically, patients with tethered cord and ARM. Methods: A survey was sent to members of the American Society of Pediatric Neurosurgeons (ASPN). Members of the ASPN received an email with a link to an anonymous REDCap survey that asked about their experience with detethering procedures, indications for surgery, diagnostic tools used, and follow-up protocols. Results: The survey was completed by 93 of the 192 ASPN members (48%). When respondents were asked about the total number of all simple filum detetherings they performed annually, 61% (N=57) indicated they perform less than 10 for all tethered cord patients (TC). Ninety-three percent (N=87) of neurosurgeons performed these procedures in patients with simple filum tethered cord and ARM patients (TC + ARM) specifically. When asked about prophylactic detethering in those with a confirmed diagnosis of low lying conus and with a filum fatty terminale, 59.1% (N=55) indicated they would offer this to TC + ARM patients regardless of their age. Regarding pre-operative workup for simple filum detethering, all respondents indicated they would order an MRI in both TC and TC + ARM patients, with a minority also requiring additional testing such as urodynamics, neuro-developmental assessments, and anorectal manometry for both groups. When following patients post-operatively, almost all respondents indicated they would require clinical neurosurgical follow-up with a clinic visit (100% in all simple filum TC patients, 98.9% in fatty filum/low lying conus TC + ARM patients), but there was wide variation in the use of other tools such as urological testing, neurodevelopmental assessment, and anorectal manometry. Discussion/Conclusions: A wide variety of diagnostic criteria and indication for procedural intervention exists for management of tethered cord patients with and without ARM. Further studies are needed to determine outcomes. Prospective protocols need to be developed and evaluated to standardize care for this patient population and determine best practices.
DOI: 10.6084/m9.figshare.21353139.v1
title: Supplementary Material for: Detection and Management of Tethered Cord in Anorectal Malformation: A Survey of Pediatric Neurosurgeons in the United States

description: Introduction: The reported prevalence of tethered spinal cord in patients with anorectal malformations (ARM) ranges from 9% to 64%. Practice patterns surrounding the diagnosis and management of tethered cord are suspected to vary, with consideration to type of spine imaging, adjunct imaging modalities, what patients are offered surgical intervention, and how patients are followed after detethering. We sought to determine what consensus, if any, exists among pediatric neurosurgeons in the United States in terms of diagnosis and management of tethered cord and specifically, patients with tethered cord and ARM. Methods: A survey was sent to members of the American Society of Pediatric Neurosurgeons (ASPN). Members of the ASPN received an email with a link to an anonymous REDCap survey that asked about their experience with detethering procedures, indications for surgery, diagnostic tools used, and follow-up protocols. Results: The survey was completed by 93 of the 192 ASPN members (48%). When respondents were asked about the total number of all simple filum detetherings they performed annually, 61% (N=57) indicated they perform less than 10 for all tethered cord patients (TC). Ninety-three percent (N=87) of neurosurgeons performed these procedures in patients with simple filum tethered cord and ARM patients (TC + ARM) specifically. When asked about prophylactic detethering in those with a confirmed diagnosis of low lying conus and with a filum fatty terminale, 59.1% (N=55) indicated they would offer this to TC + ARM patients regardless of their age. Regarding pre-operative workup for simple filum detethering, all respondents indicated they would order an MRI in both TC and TC + ARM patients, with a minority also requiring additional testing such as urodynamics, neuro-developmental assessments, and anorectal manometry for both groups. When following patients post-operatively, almost all respondents indicated they would require clinical neurosurgical follow-up with a clinic visit (100% in all simple filum TC patients, 98.9% in fatty filum/low lying conus TC + ARM patients), but there was wide variation in the use of other tools such as urological testing, neurodevelopmental assessment, and anorectal manometry. Discussion/Conclusions: A wide variety of diagnostic criteria and indication for procedural intervention exists for management of tethered cord patients with and without ARM. Further studies are needed to determine outcomes. Prospective protocols need to be developed and evaluated to standardize care for this patient population and determine best practices.
DOI: 10.6084/m9.figshare.21695225.v1
title: Supplementary Material for: Prospective, Randomized Comparative Evaluation of a Novel Hands-On Endourology Training Curriculum

description: <b><i>Introduction:</i></b> The aim of this randomised prospective trial was to evaluate a novel hands-on endourological training programme (HTP) and compare it to the standard endourological colloquium (SC). <b><i>Methods:</i></b> A new HTP was created based on a sequence of theoretical, video-based, and practical elements emphasising contemporary teaching methods. An existing SC in which live endourological operations were attended served as a comparison. Medical students were enrolled in a ratio of 1:2 (SC:HTP). Objective knowledge questionnaires (5 questions, open answers) and subjective Likert-type questionnaires (rating 1–3 vs. 4–5) were used for evaluation. Primary endpoint was urological knowledge transfer; secondary endpoints were learning effects, progression, and urological interest. <b><i>Results:</i></b> 167 students (SC <i>n</i> = 52, HTP <i>n</i> = 115) were included. The knowledge assessment showed a significant increase in knowledge transfer benefitting the HTP on all 5 surveyed items (mean: <i>n</i> = 4/5/4/3/2 vs. <i>n</i> = 2/3/1/1, <i>p</i> &lt; 0.0001). Interest and duration of the course were rated significantly more positively by HTP students (100.0/95.0% vs. 85.0/70.0%, <i>p</i> &lt; 0.0001). The HTP students were significantly more confident in performing a cystoscopy independently (HTP 43.5% vs. SC 11.5%, <i>p</i> &lt; 0.0001) and significantly claimed more often to have gained interdisciplinary and urological skills during the course (HTP 90.0/96.5% vs. SC 23.1/82.7%, <i>p</i> &lt; 0.0001/<i>p</i> = 0.003). HTP students were also more likely to take the course again (HTP 98.2% vs. SC 59.6%, <i>p</i> &lt; 0.0001). <b><i>Conclusion:</i></b> Modifying endourological teaching towards hands-on teaching resulted in stronger course interest, greater confidence regarding endourologic procedures, and significantly increased urologic knowledge transfer.
DOI: 10.6084/m9.figshare.21695234
title: Pollution across elevation

description: Heavy metal is one of the serious porblem around the wold
DOI: 10.6084/m9.figshare.21695234.v1
title: Pollution across elevation

description: Heavy metal is one of the serious porblem around the wold
DOI: 10.5517/ccdc.csd.cc2cy57r
title: CCDC 2202774: Experimental Crystal Structure Determination

description: Related Article: José Campos Gaxiola|2022|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: 10.6084/m9.figshare.19130078
title: Datasets of landscape functional connectivity for butterflies under different scenarios of land-use, land-cover, and climate change in Australia

description: In this study, we evaluated the functional connectivity between protected areas in Australia for 59 butterfly species (based on data availability), under present conditions and different future scenarios (for 2050 and 2090) of land use, land cover, and climate change. Using circuit-theory analysis, functional connectivity models are, on average, predicted to have a cumulative current (a proxy for species' movement) of 0.0191 and this is predicted to decrease to 0.0163 and 0.0162 under future scenarios 2050 and 2090 respectively. Cumulative current is predicted to decrease and increase for 30 and 20 species, respectively; while 9 species are predicted to both increase and decrease depending on the future scenario. These changes are generally predicted to occur along the edges of a species' current distribution. Our results are made available as spatial datasets to allow comparisons with taxa from other studies and can be used to identify priority areas for conservation in terms of establishing ecological corridors or stepping-stone habitat patches.
DOI: 10.5281/zenodo.6475485
title: GWData

description: Processed data from simulations.
DOI: 10.5281/zenodo.6475486
title: GWData

description: Processed data from simulations.
DOI: 10.2908/isoc_ske_ittn2
title: Enterprises that provided training to develop/upgrade ICT skills of their personnel by NACE Rev.2 activity
title: Entreprises ayant organisé des formations pour développer/améliorer les compétences en TIC de leur personnel, par activité de la NACE Rév. 2
title: Unternehmen, die Maßnahmen zur Erweiterung/Vertiefung der IKT-Fertigkeiten ihres Personals durchführten, nach Aktivitäten der NACE Rev.2
DOI: 10.5258/soton/d2406
title: Data supporting University of Southampton MPhil thesis 'The effect of a recessed liquid jet on the performance of coaxial air-assist atomisers'

description: Dataset supporting MPhil thesis titled 'The effect of a recessed liquid jet on the performance of coaxial air-assist atomisers'. It contains data from the chapters Qualitative studies, PDIA Laser imaging experiments, and High-speed camera experiments.
DOI: 10.34740/kaggle/dsv/4687513
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.34740/kaggle/dsv/4687520
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.21227/nctb-5r48
title: Electricity consumption of buildings, hourly and monthly consumption

description: Buildings are combined into objects (building complex)."Energy consumption 2019 till 2022 by months" csv file consists of the total readings of the objects' electricity consumption every month from January 2019 to September 2022. This file includes information of ​​each object area in square meters.Hourly consumption in facilities is available for the period from September 2020 to September 2022.Energy consumption in all files is given in kWh.Objects are B, C (c1 + c2+ c3), D, H, G, F, E and J.Each object mostly is office premises with a small number of different laboratory equipment and HVAC systems, operates intermittently. Object J is pumping station, c1 is an industrial-type building with various laboratories and equipment. In objects B and E is located a small canteen.
DOI: 10.34740/kaggle/dsv/4687539
title: Elon Musk Tweets
DOI: 10.5281/zenodo.7413892
title: GWData

description: Processed data from simulations.
DOI: 10.2908/isoc_ske_fct
title: Entreprises - opérations TIC effectuées, par classe de taille d’entreprise
title: Unternehmen - Ausführung von IKT-Tätigkeiten, nach Unternehmensgrößenklassen
title: Enterprises - ICT functions performed by size class of enterprise
DOI: 10.2908/isoc_ske_itrcrn2
title: Unternehmen, die versuchten/tatsächlich IKT-Fachkräfte eingestellt haben, nach Aktivitäten der NACE Rev.2
title: Entreprises ayant essayé de recruter/ayant recruté des spécialistes en TIC, par activité de la NACE Rév. 2
title: Enterprises that recruited or tried to recruit ICT specialists by NACE Rev.2 activity
DOI: 10.5258/soton/d2473
title: Dataset supporting the publication of "Solvothermal synthesis of nanoscale BaTiO3 in benzyl alcohol-water mixtures and effects of manganese oxide coating to enhance the PTCR effect".

description: Dataset supporting the article "Solvothermal synthesis of nanoscale BaTiO3 in benzyl alcohol-water mixtures and effects of manganese oxide coating to enhance the PTCR effect" by Min Zhang, Thomas Caldwell, Andrew L. Hector, Nuria Garcia-Araez and Joseph Falvey, published in in Dalton Transactions Original data was used to produce the figures that are provided in Microsoft Excel format, with column titles explaining their content.
DOI: 10.5281/zenodo.7413803
title: Quartet of familiar males – 16p11.2 Del mouse strain – 2 WT + 2 Del/+ - M3

description: We monitored the individual and social behaviours of each quartet of mice over three days and nights in the Live Mouse Tracker system (LMT, plugin 931; de Chaumont et al. 2019 Nat. Biomed. Engin.). This system tracks individually mice living in a group over several days and nights and extracts automatically the number, total duration and mean duration of more than thirty behavioural events describing the posture of the mouse, the types of social contacts, the dynamic social approach and escapes and complex social groupings (see de Chaumont et al. 2019 Nat. Biomed. Engin.). In this system, the four mice (10-14 weeks of age; 2 WT mice and 2 Del/+ mice) from the same housing cage (housed together from weaning on) were left undisturbed for 71 hours in a large transparent Plexiglas cage (50 x 50 x 40 cm), with fresh bedding, a house (width: 100 mm, depth: 75 mm, height: 40 mm) in red Plexiglas, 6 dental cotton rolls as well as food and water ad libitum. Light/dark cycle and temperature conditions were similar to those of the housing room (12/12h light/dark, lights on at 07:00 AM, 100 lux when the lights were on). Each recording session started between 03:00 and 04:00 PM. At the end of the session, mice were placed back in their home cage and the LMT setup was cleaned with soap water and dried with paper towels. The upload includes the sqlite database from LMT (processed).
DOI: 10.5281/zenodo.7413802
title: Quartet of familiar males – 16p11.2 Del mouse strain – 2 WT + 2 Del/+ - M3

description: We monitored the individual and social behaviours of each quartet of mice over three days and nights in the Live Mouse Tracker system (LMT, plugin 931; de Chaumont et al. 2019 Nat. Biomed. Engin.). This system tracks individually mice living in a group over several days and nights and extracts automatically the number, total duration and mean duration of more than thirty behavioural events describing the posture of the mouse, the types of social contacts, the dynamic social approach and escapes and complex social groupings (see de Chaumont et al. 2019 Nat. Biomed. Engin.). In this system, the four mice (10-14 weeks of age; 2 WT mice and 2 Del/+ mice) from the same housing cage (housed together from weaning on) were left undisturbed for 71 hours in a large transparent Plexiglas cage (50 x 50 x 40 cm), with fresh bedding, a house (width: 100 mm, depth: 75 mm, height: 40 mm) in red Plexiglas, 6 dental cotton rolls as well as food and water ad libitum. Light/dark cycle and temperature conditions were similar to those of the housing room (12/12h light/dark, lights on at 07:00 AM, 100 lux when the lights were on). Each recording session started between 03:00 and 04:00 PM. At the end of the session, mice were placed back in their home cage and the LMT setup was cleaned with soap water and dried with paper towels. The upload includes the sqlite database from LMT (processed).
DOI: 10.34740/kaggle/dsv/4687569
title: YouTube Daily
DOI: 10.5281/zenodo.7276393
title: Techno-economic dataset for long-term energy systems modelling in Viet Nam

description: Techno-economic data and assumptions for long-term energy systems modelling in Viet Nam. This includes data on electricity generation and consumption, electricity imports and exports, fuel prices, emissions, refineries, power transmission and distribution, electricity generation technologies, and renewable energy potential and reserves for the years 2015 to 2050.
DOI: 10.5281/zenodo.7414254
title: Techno-economic dataset for long-term energy systems modelling in Viet Nam

description: Techno-economic data and assumptions for long-term energy systems modelling in Viet Nam. This includes data on electricity generation and consumption, electricity imports and exports, fuel prices, emissions, refineries, power transmission and distribution, electricity generation technologies, and renewable energy potential and reserves for the years 2015 to 2050.
DOI: 10.5281/zenodo.7276392
title: Techno-economic dataset for long-term energy systems modelling in Viet Nam

description: Techno-economic data and assumptions for long-term energy systems modelling in Viet Nam. This includes data on electricity generation and consumption, electricity imports and exports, fuel prices, emissions, refineries, power transmission and distribution, electricity generation technologies, and renewable energy potential and reserves for the years 2015 to 2050.
DOI: 10.6084/m9.figshare.20200337
title: Evidence for reproductive senescence across ray-finned fishes: A review

description: The review is focused on examining evidence for reproductive senescence in fish. We defined three selection criteria for assessing an article to be suitable for our review. The article must have been on ray-finned fish (Actinopterygii), age of the fish has been determined and the study must have looked at a reproductive trait in relationship with age of the fish.<br> We compiled a collection of articles based on search in Web of Science and Scopus databases. In the second stage, we performed thorough screen of full-texts of the pre-selected articles and extracted detailed information. This information was summarized for writing the review.<br> Attached is the original article collection with 29 317 entries. Then we include collection after the initial screen and subsequent identification of unsuitable and duplicate entries (1 249 entries). The file of records of the reproductive traits (multiple triats per study) contains 409 entries. We also added annotation of the final records file for completeness and PRISMA flowchart to show the steps and the number of entries during our literature search and data retrieval.