cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6990479
title: Dataset for Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting

description: The dataset contains time series of surface soil moisture at three locations, namely Idaho, Indiana, and Oklahoma. For each location, the folder contains multiple gif images, one for each year, each containing 12 frames corresponding to monthly averages. More information at https://github.com/gtsagkatakis/ETCN
DOI: 10.5281/zenodo.6777839
title: Soil Moisture from SMAP, Sentinel 1 and in-situ observations dataset

description: Each folder contains the dataset for the entire CONUS over the corresponding time period. For folder contains two classes of GeoTIFF images, namely the NW_Day_XXX_9km_Signals.tif and NW_Day_XXX_1km_Signals.tif, corresponding to data at 9 and 1 km spatial resolution respectively (XXX encodes the specific date e.g. 20180601) Each *9km_Signals.tif image contains 7 bands that correspond to the following variables: SMAP Tb, Horizontal polarization SMAP Tb, Vertical polarization Soil Moisture (estimation) Clay Bulk Density Latitude Longitude Each *1km_Signals.tif image contains 12 bands that correspond to the following variables: Sentinel 1 σ0, Vertical polarization Sentinel 1 σ0, Horizontal polarization SMAP TB, vertical polarization; In-Situ Soil Moisture value Soil Moisture (estimated) at 1km; Vegetation Water Content Surface Temperature Precipitation Land cover map In-Situ location name Latitude Longitude
DOI: 10.5281/zenodo.6777838
title: Soil Moisture from SMAP, Sentinel 1 and in-situ observations dataset

description: Each folder contains the dataset for the entire CONUS over the corresponding time period. For folder contains two classes of GeoTIFF images, namely the NW_Day_XXX_9km_Signals.tif and NW_Day_XXX_1km_Signals.tif, corresponding to data at 9 and 1 km spatial resolution respectively (XXX encodes the specific date e.g. 20180601) Each *9km_Signals.tif image contains 7 bands that correspond to the following variables: SMAP Tb, Horizontal polarization SMAP Tb, Vertical polarization Soil Moisture (estimation) Clay Bulk Density Latitude Longitude Each *1km_Signals.tif image contains 12 bands that correspond to the following variables: Sentinel 1 σ0, Vertical polarization Sentinel 1 σ0, Horizontal polarization SMAP TB, vertical polarization; In-Situ Soil Moisture value Soil Moisture (estimated) at 1km; Vegetation Water Content Surface Temperature Precipitation Land cover map In-Situ location name Latitude Longitude
DOI: 10.5281/zenodo.6990566
title: Data for Crash Risk

description: .
DOI: 10.5281/zenodo.6990565
title: Data for Crash Risk

description: .
DOI: 10.5281/zenodo.6990577
title: Data for AIV and Crash Risk

description: .
DOI: 10.5281/zenodo.6990576
title: Data for AIV and Crash Risk

description: .
DOI: 10.5517/ccdc.csd.cc221pc6
title: CCDC 1908247: Experimental Crystal Structure Determination

description: Related Article: Maciej Hodorowicz, Janusz Szklarzewicz, Anna Jurowska|2022|Cryst.Growth Des.|22|5036|doi:10.1021/acs.cgd.2c00540
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.cc27qjtb
title: CCDC 2077242: Experimental Crystal Structure Determination

description: Related Article: E. Halevas, S. Matsia, A. Hatzidimitriou, E. Geromichalou, T.A. Papadopoulos, G. Katsipis, A. Pantazaki, G. Litsardakis, A. Salifoglou|2022|J.Inorg.Biochem.|235|111947|doi:10.1016/j.jinorgbio.2022.111947
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.cc28yhk9
title: CCDC 2113721: Experimental Crystal Structure Determination

description: Related Article: Maciej Hodorowicz, Janusz Szklarzewicz, Anna Jurowska|2022|Cryst.Growth Des.|22|5036|doi:10.1021/acs.cgd.2c00540
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.cc28yhlb
title: CCDC 2113722: Experimental Crystal Structure Determination

description: Related Article: Maciej Hodorowicz, Janusz Szklarzewicz, Anna Jurowska|2022|Cryst.Growth Des.|22|5036|doi:10.1021/acs.cgd.2c00540
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.cc2bpxyx
title: CCDC 2166030: Experimental Crystal Structure Determination

description: Related Article: Ai Wang, Zijia Hu, Yatong Zhang, Caixia Yuan, Sisi Feng|2022|Inorg.Chim.Acta|542|121112|doi:10.1016/j.ica.2022.121112
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.cc28fz4v
title: CCDC 2098797: Experimental Crystal Structure Determination

description: Related Article: Ai Wang, Zijia Hu, Yatong Zhang, Caixia Yuan, Sisi Feng|2022|Inorg.Chim.Acta|542|121112|doi:10.1016/j.ica.2022.121112
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: 10.5281/zenodo.6671906
title: Parametrically enhanced interactions and non-reciprocal bath dynamics in a photon-pressure Kerr amplifier

description: Data and measurements scripts for the paper "Parametrically enhanced interactions and non-reciprocal bath dynamics in a photon-pressure Kerr amplifier"
DOI: 10.5281/zenodo.6671905
title: Parametrically enhanced interactions and non-reciprocal bath dynamics in a photon-pressure Kerr amplifier

description: Data and measurements scripts for the paper "Parametrically enhanced interactions and non-reciprocal bath dynamics in a photon-pressure Kerr amplifier"
DOI: 10.5281/zenodo.6832146
title: Exploiting Pretrained Biochemical Language Models for Targeted Drug Design

description: This repository contains materials for the paper,<em> Exploiting Pretrained Biochemical Language Models for Targeted Drug Design, </em>which<em> </em>has been accepted for publication in <em>Bioinformatics</em> Published by Oxford University Press. <em>data.zip</em> contains vocabulary files for the pretrained models, additional information regarding proteins (PFAM family, protein similarity) and interactions filtered from BindingDB which are further split into train, validation and test sets and used to train target specific molecule generation models. <em>models.zip </em>includes files for the models trained in this study. <em>predictions.zip </em>comprises the compounds generated with the targeted models and the result of their evaluation with respect to benchmarking metrics. <em>docking.zip </em>contains <em>targets/ </em>including PDB files of the test proteins selected for docking evaluation, <em>ligands/ </em>including SDF files for molecules generated with the targeted models and two decoding strategies (i.e. beam search and sampling) and <em>complex/ </em>including docking outputs.
DOI: 10.5281/zenodo.6832145
title: Exploiting Pretrained Biochemical Language Models for Targeted Drug Design

description: This repository contains materials for the paper,<em> Exploiting Pretrained Biochemical Language Models for Targeted Drug Design, </em>which<em> </em>has been accepted for publication in <em>Bioinformatics</em> Published by Oxford University Press. <em>data.zip</em> contains vocabulary files for the pretrained models, additional information regarding proteins (PFAM family, protein similarity) and interactions filtered from BindingDB which are further split into train, validation and test sets and used to train target specific molecule generation models. <em>models.zip </em>includes files for the models trained in this study. <em>predictions.zip </em>comprises the compounds generated with the targeted models and the result of their evaluation with respect to benchmarking metrics. <em>docking.zip </em>contains <em>targets/ </em>including PDB files of the test proteins selected for docking evaluation, <em>ligands/ </em>including SDF files for molecules generated with the targeted models and two decoding strategies (i.e. beam search and sampling) and <em>complex/ </em>including docking outputs.
DOI: 10.5281/zenodo.4008180
title: Reduced metabotropic glutamate receptor subtype 5 in men with fragile X syndrome

description: Participants with fragile X syndrome, autism spectrum disorder, and typical development underwent positron emission tomography to measure the density and the distribution of metabotropic glutamate receptors subtype 5 in the brain. Table S1 lists the concomitant medications of participants from the Institute for Neurodegenerative Disorders. The genetic and neurobehavioral assessments are presented for participants from the Institute for Neurodegenerative Disorders in Table S2 and for participants from the Johns Hopkins University in Table S3. The positron emission tomography data and analysis are presented for participants from the Institute for Neurodegenerative Disorders in Table S4 and for participants from the Johns Hopkins University in Table S5.
description: This research was made possible by a Radiology BRidge/Development Funding Initiative to STimulate and Advance Research (RAD BriteStar Bridge) Award from the Johns Hopkins University School of Medicine, Baltimore, Maryland, to JRB; the Intellectual & Developmental Disabilities Research Center (U54 HD079123), Kennedy Krieger Institute, Johns Hopkins Medical Institutions. Baltimore, Maryland, to JRB; and the Johns Hopkins Institute for Clinical and Translational Research (ICTR), Johns Hopkins University School of Medicine, Baltimore, Maryland, to JRB, which is funded in part by Grant Number UL1 TR003098 from the National Center for Advancing Translational Sciences (NCATS) a component of the National Institutes of Health (NIH), and NIH Roadmap for Medical Research. Its contents are solely the responsibility of the authors and do not necessarily represent the official view of the Johns Hopkins ICTR, NCATS or NIH.
DOI: 10.5281/zenodo.5682103
title: Dataset for: Fire and forest loss in the Dominican Republic during the 21st Century

description: This dataset is required to reproduce the code for the manuscript entitled 'Fire and forest loss in the Dominican Republic during the 21st Century' Preprint: https://doi.org/10.1101/2021.06.15.448604 Code: https://github.com/geofis/forest-loss-fire-reproducible
DOI: 10.5281/zenodo.5682104
title: Dataset for: Forest loss and fire in the Dominican Republic during the 21st Century

description: This dataset is required to reproduce the code for the manuscript entitled 'Forest loss and fire in the Dominican Republic during the 21st Century' Preprint: https://doi.org/10.1101/2021.06.15.448604 Code: https://github.com/geofis/forest-loss-fire-reproducible
DOI: 10.5281/zenodo.6990967
title: Dataset of lake ozone flux measurements and auxiliary data

description: Dataset of O<sub>3</sub> fluxes measured by the eddy covariance system over Lake Kuivajärvi during 23 days period in August and September 2012. The lake is located in the vicinity of the Hyytiälä Forestry Field Station and SMEAR II Station in Southern Finland. The dataset consists of post-processed and quality filtered fluxes and auxiliary measurements that were used in the analysis. The flux measurements were performed on the lake platform, by using an ultrasonic anemometer (Metek USA-1, GmbH, Elmshorn, Germany) to measure the three wind velocity components and sonic temperature and a fast chemiluminescent gas analyzer FOS (Sextant Technology Ltd, New Zealand) that measured O<sub>3</sub> concentration.
DOI: 10.25919/ejnf-ne93
title: Parkes observations for project P1128 semester 2022APRS_10

description: This proposal requests 4 hours to carry out regular monitoring an eclipsing binary millisecond pulsar in the globular cluster NGC 6397, which we discovered with the Parkes UWL.
DOI: 10.6084/m9.figshare.20486364
title: drosera_spatulata_spades_01

description: ......
DOI: 10.34740/kaggle/dsv/4071773
title: Tales from the Pizza Guy
DOI: 10.6084/m9.figshare.3761562.v2310
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.19369463.v4
title: Description and quality of the snakebite database in Brazil from 2007 to 2020

description: “<strong>NAIMAC</strong>” is a compressed .zip file with a set of 378 DATASUS open datasets. "<strong>R_script_for_Silva-Neto_et.al.05.07.2022.zip</strong>” is a compressed file with all R scripts used for dataset joining, variable preprocessing, completeness assessment, and Table 1 design. "<strong>Figure 1"</strong> presents the bank's total processing steps. The set of 378 datasets were cured. These were extracted and joined, resulting in 2,422,825 records, which were filtered for snakebites. "<strong>Figure 2"</strong> shows the number of records in the dataset by type of snakebite reported in Brazil from 2007 to 2020 "<strong>Figure 3"</strong> shows the age structure of reported cases in this dataset, divided into three categories: youth (up to 18 years of age), adults (age between 20 and 59 years) and elderly (60 years and over). "<strong>Figure 4"</strong> shows heat maps of the number of accumulated reported snakebite cases, by type of snakebite and municipalities in Brazil. "<strong>Figure 5"</strong> represents the distribution of severity by type of snakebite. "<strong>Figure 6"</strong> represents the number of deaths from accidents over the years. "<strong>Table 1"</strong> Socio-demographic data (SINAN_2007_2020) "<strong>Table 2"</strong> Clinical/Laboratory data – Symptoms. (SINAN_2007_2020) "<strong>Table 3"</strong> Descriptive table<br> “<strong>LIM_MUNI_2017</strong>” is a compressed .zip file with shapefile files used for accident distribution maps by city.<br>
DOI: 10.6084/m9.figshare.14370946
title: A Chinese version of the Participation Strategies Self Efficacy Scale (PS-SES): psychometric evaluation in stroke survivors

description: To cross-culturally adapt and investigate the psychometric properties of a Chinese-translated version of the Participation Strategies Self Efficacy Scale (PS-SES). The translation/back-translation procedure was done in line with cross-cultural adaptation international guidelines. 378 stroke survivors were recruited to complete the questionnaires. The psychometric properties of the PS-SES were evaluated by determining item analysis, internal consistency, test-retest reliability, content validity, construct validity, convergent validity and floor/ceiling effects, respectively. The intraclass correlation coefficient using the two-way random model (ICC) (test–retest) was 0.923 (95% confidence interval (CI):0.844–0.962; <i>p</i> &lt; 0.05). Cronbach’s alpha and split-half reliability (internal consistency) for the PS-SES-C was 0.968 and 0.906, respectively. For the content validity, the I-CVI of the PS-SES-C was ranged from 0.860 to 1.000 and the S-CVI was 0.949. In the exploratory factor analysis, a six-factor solution explained 80.695% of the variance. A moderate correlation was found between the PS-SES-C and the Chinese version of WHODAS 2.0 (−0.430). A strong correlation was found between the PS-SES-C and the SSEQ-C (0.626). The PS-SES-C showed satisfactory psychometric properties. It can be considered a reliable and valid instrument to assess the participation strategies self-efficacy of stroke survivors in China.Implications for RehabilitationThe Participation Strategies Self Efficacy Scale was translated into Chinese through a rigorous cultural adaptation process.PS-SES-C is now a reliable and valid tool for Chinese-speaking patients who have suffered from a stroke.It is necessary to assess the participation strategies self-efficacy of strokesurvivors in China and develop targeted intervention programs. The Participation Strategies Self Efficacy Scale was translated into Chinese through a rigorous cultural adaptation process. PS-SES-C is now a reliable and valid tool for Chinese-speaking patients who have suffered from a stroke. It is necessary to assess the participation strategies self-efficacy of strokesurvivors in China and develop targeted intervention programs.
DOI: 10.6084/m9.figshare.14370946.v1
title: A Chinese version of the Participation Strategies Self Efficacy Scale (PS-SES): psychometric evaluation in stroke survivors

description: To cross-culturally adapt and investigate the psychometric properties of a Chinese-translated version of the Participation Strategies Self Efficacy Scale (PS-SES). The translation/back-translation procedure was done in line with cross-cultural adaptation international guidelines. 378 stroke survivors were recruited to complete the questionnaires. The psychometric properties of the PS-SES were evaluated by determining item analysis, internal consistency, test-retest reliability, content validity, construct validity, convergent validity and floor/ceiling effects, respectively. The intraclass correlation coefficient using the two-way random model (ICC) (test–retest) was 0.923 (95% confidence interval (CI):0.844–0.962; <i>p</i> &lt; 0.05). Cronbach’s alpha and split-half reliability (internal consistency) for the PS-SES-C was 0.968 and 0.906, respectively. For the content validity, the I-CVI of the PS-SES-C was ranged from 0.860 to 1.000 and the S-CVI was 0.949. In the exploratory factor analysis, a six-factor solution explained 80.695% of the variance. A moderate correlation was found between the PS-SES-C and the Chinese version of WHODAS 2.0 (−0.430). A strong correlation was found between the PS-SES-C and the SSEQ-C (0.626). The PS-SES-C showed satisfactory psychometric properties. It can be considered a reliable and valid instrument to assess the participation strategies self-efficacy of stroke survivors in China.Implications for RehabilitationThe Participation Strategies Self Efficacy Scale was translated into Chinese through a rigorous cultural adaptation process.PS-SES-C is now a reliable and valid tool for Chinese-speaking patients who have suffered from a stroke.It is necessary to assess the participation strategies self-efficacy of strokesurvivors in China and develop targeted intervention programs. The Participation Strategies Self Efficacy Scale was translated into Chinese through a rigorous cultural adaptation process. PS-SES-C is now a reliable and valid tool for Chinese-speaking patients who have suffered from a stroke. It is necessary to assess the participation strategies self-efficacy of strokesurvivors in China and develop targeted intervention programs.
DOI: 10.6084/m9.figshare.14390832
title: Experiences in responders and non-responders to pulmonary rehabilitation among people with chronic obstructive pulmonary disease: a clinical study with convergent mixed analysis

description: This study aims to investigate the experienced and measured development in physical capacity in people with Chronic Obstructive Pulmonary Disease (COPD) undergoing a standard pulmonary rehabilitation programme with a focus on the diverging experiences of responders and non-responders. Twenty-one participants in standard pulmonary rehabilitation were included in the study. We measured the participants’ change in the six-minute walk test (6MWT) during rehabilitation participation. We investigated their experiences of the changes in their physical capacity by combined participant observations and interviews. A convergent mixed analysis was conducted of the coherent data. Standard pulmonary rehabilitation had a different physical impact on people with COPD. Responders were delighted by a positive physical change, which improved their daily functioning and capability of fulfilling personal priorities. However, non-responders experienced decreased capacity and a lack of trust in their future. All participants found it challenging to exercise and achieve sustainable exercise habits. In this qualitative study, we found that absence of expected improvement to pulmonary rehabilitation seems to confer distress and feelings of hopelessness. The achievement of sustainable change in daily exercise behaviour appears yet to be insufficient. Thus, new and more individualized models of physiotherapists’ guidance in exercise are imperative.Implications for rehabilitationIt is vital to acknowledge differential response to people with the chronic obstructive pulmonary disease following eight-week standard pulmonary rehabilitation.Especially noteworthy feelings of distress and hopelessness are prominent to non-responders because of the absence of the promised improvements.Both responders and non-responders require intensive physiotherapist guidance to exercise.It is recommended to ensure individualised support to people with chronic obstructive pulmonary disease in rehabilitation programmes. It is vital to acknowledge differential response to people with the chronic obstructive pulmonary disease following eight-week standard pulmonary rehabilitation. Especially noteworthy feelings of distress and hopelessness are prominent to non-responders because of the absence of the promised improvements. Both responders and non-responders require intensive physiotherapist guidance to exercise. It is recommended to ensure individualised support to people with chronic obstructive pulmonary disease in rehabilitation programmes.