cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vpn2cu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is Pendências",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080100-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-54361
title: Redemption tidings, vol. 35, nos. 1-46, 2 Jan. - 25 Dec. 1959

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.qf63v9
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nemadoras humeralis (Kner, 1855)"
 ]
}

 The dataset includes 244 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029670-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5063/f1280626
title: Meta-Analysis of Ecosystem Services in the Coastal Zone of Louisiana

description: This dataset includes a meta-analysis of the ecosystem services provided in the coastal environments of Louisiana. This data comes from four sources, Blue Value, NOEP, Web of Science, and referenced in other literature. This data is presented as an excel file with all the ecosystem services, including disturbance regulation, fisheries, primary production, culture, TEV, recreation, habitat, waste regulation, gas regulation, and nutrient regulation. The ecosystems include salinity zones, from freshwater, brackish, and saltwater. Additionally, values for oyster reefs and barrier islands are included. The purpose of this dataset is to more effectively value the ecosystem services provided by the wetlands in coastal Louisiana. Data was collected from 29 studies and authors calculated the mean +/- 1 standard deviation of the service valuations.There are two datasets in this package, one is the coastal system meta-analysis data, and the other is the study-specific dataset of the studies used to conduct the mean calculations. In this dataset, the coastal ecosystem is more specific than fresh, brackish, and salt. Units for both datasets include stock and flow values. Stock values have units of per household, per person, per acre. Flow values have units of per acre/year, per household/year, per boat/year, total acres/year, per person/trip, and per user/year.
DOI: 10.25346/s6/bkfvkm
title: Data Curation Profile Media Studies

description: Similar to how unique and sophisticated algorithms dictate Tiktok’s “For You” page, consumers’ choices are dictated by brand advertisements and corporate promotions. TikTok is a rising social media platform where users cultivate trends and niche communities in the form of video content and interactions. As a result, numerous industries have shifted their marketing practices in response to consumption habits influenced by the platform. Barnes and Noble, the largest retail bookseller in the United States, has unveiled their publicity strategy in the form of ubiquitous tables filled with stacks of BookTok recommendations. Its significance has transcended the virtual realm and left an impact on the literature publishing world in the form of increased sales, engagement, and marketing. In this project, we focus on the people studying this phenomenon and the data they are using for their research. We have gathered one hundred articles to provide a survey of data management practices in this field. The articles that we found come from digital media and entertainment, science journals, magazines, news outlets, major newspapers, private organizations, and university student-run newspapers. The articles focus on three major platforms and their literature subgroups: Tiktok and #BookTok, Instagram and Bookstagram, and YouTube and BookTube. Through this collection of one hundred articles, we will analyze the process wherein data are shared amongst researchers in the mass communication and social media fields, ultimately creating a data curation profile to study how the discipline has surveyed the influence of social media over time. Completed Project Documentation URL: https://doi.org/10.17605/OSF.IO/JXMFE
DOI: 10.48420/22203130
title: Research data for "Characterisation of magnetic relaxation on extremely long timescales"

description: These data are magnetisation decay profiles and square-wave traces for [Dy(Dtp)2][Al{OC(CF3)3}4], which can be used to extract magnetic relaxation rates as a function of temperature. In this work we evaluate all the instrumental options for measuring such data, and the means of modelling the results. These allow us to quantify the impact of such choices, and indicate a range of protocols that should be followed when measuring and modelling magnetic relaxation data.
DOI: 10.48420/22203130.v2
title: Research data for "Characterisation of magnetic relaxation on extremely long timescales"

description: These data are magnetisation decay profiles and square-wave traces for [Dy(Dtp)2][Al{OC(CF3)3}4], which can be used to extract magnetic relaxation rates as a function of temperature. In this work we evaluate all the instrumental options for measuring such data, and the means of modelling the results. These allow us to quantify the impact of such choices, and indicate a range of protocols that should be followed when measuring and modelling magnetic relaxation data.
DOI: 10.48420/22203130.v1
title: Research data for "Characterisation of magnetic relaxation on extremely long timescales"

description: These data are magnetisation decay profiles and square-wave traces for [Dy(Dtp)2][Al{OC(CF3)3}4], which can be used to extract magnetic relaxation rates as a function of temperature. In this work we evaluate all the instrumental options for measuring such data, and the means of modelling the results. These allow us to quantify the impact of such choices, and indicate a range of protocols that should be followed when measuring and modelling magnetic relaxation data.
DOI: 10.5281/zenodo.7987626
title: FlocData/Data-Tran-Strom-2019: Dataset

description: Initial data upload for the paper Tran, D. and Strom, K. (2019). Floc sizes and resuspension rates from fresh deposits: Influences of suspended sediment concentration, turbulence, and deposition time. Estuarine, Coastal and Shelf Science, 229:106397.
DOI: 10.5281/zenodo.7987627
title: FlocData/Data-Tran-Strom-2019: Dataset

description: Initial data upload for the paper Tran, D. and Strom, K. (2019). Floc sizes and resuspension rates from fresh deposits: Influences of suspended sediment concentration, turbulence, and deposition time. Estuarine, Coastal and Shelf Science, 229:106397.
DOI: 10.6084/m9.figshare.22144967
title: Data and R codes for Mapping global soil acidification under N deposition

description: Meta-analysis dataset and R codes for the global N deposition effect on soil pH
DOI: 10.6084/m9.figshare.19692733
title: Vegetation_Elevation_Dataset.xlsx

description: This is a coupled vegetation-elevation dataset collected through accurate in-situ measurements in the San Felice marsh in the Venice lagoon between 2000 and 2019.
DOI: 10.6084/m9.figshare.19692733.v1
title: Vegetation_Elevation_Dataset.xlsx

description: This is a coupled vegetation-elevation dataset collected through accurate in-situ measurements in the San Felice marsh in the Venice lagoon between 2000 and 2019.
DOI: 10.7281/t1/vcpzik/twokrt
title: raw data ACS AMI.zip

description: Contents include PS trilayer, pentacene and Ptcdi, and XLPS bilayer.
DOI: 10.7281/t1/vcpzik/591nop
title: DenTPA Raw Data.zip

description: The data consists of Filmetrics files (.fmse) with corresponding graph images, source data in spreadsheets, and other forms of raw data for the different kinds of characterizations reported in the manuscript, and are the basis for the figures shown in the manuscript. See also the article's Supporting Information at https://pubs.acs.org/doi/10.1021/acsami.1c03929.Contents include NMR, Transfer Curves, polymer, TCNE modification
DOI: 10.5281/zenodo.7987707
title: Seagrass mapping data Big Bend Florida

description: Seagrass mapping data for the Big Bend region of Florida (USA), in the northeastern Gulf of Mexico. Mapping years 2001, 2006, 2011, 2015, 2019, 2022. Manual imagery interpretation from aerial and satellite imagery. Data in hectares as continuous beds (FLUCCS 9116) or patchy beds (FLUCCS 9113).
DOI: 10.5281/zenodo.7987706
title: Seagrass mapping data Big Bend Florida

description: Seagrass mapping data for the Big Bend region of Florida (USA), in the northeastern Gulf of Mexico. Mapping years 2001, 2006, 2011, 2015, 2019, 2022. Manual imagery interpretation from aerial and satellite imagery. Data in hectares as continuous beds (FLUCCS 9116) or patchy beds (FLUCCS 9113).
DOI: 10.6084/m9.figshare.21737303.v8
title: Continuous odor profile monitoring to study olfactory navigation in small animals

description: Dataset for analysis and demo code for publication: "Continuous odor profile monitoring to study olfactory navigation in small animals" Chen et al. 2022
DOI: 10.7281/t1/bxjt0b/nupgjy
title: Moran_Triton_2021_Data.zip

description: The full set of files and a README associated with Moran et al., “Triton Haze Analogues: the Role of Carbon Monoxide in Haze Production”
DOI: 10.5281/zenodo.7495836
title: CD4 T cell receptor hierarchies are stable and independent of HIV-mediated dysregulation of immune homeostasis

description: Data folder contains preprocessed CyTOF files (FCS format) from a 31-marker mass cytometry panel to examine all major PBMC lineages and specifically CD4 and CD8 T cell memory dynamics in people with HIV (PWH) who are durably ART suppressed for an average of 6.7 years (LT-ART, n = 10) and PWH in the first 500 days following ART initiation (A5248, n = 10). The panel also includes markers of activation (HLA-DR, CD38, CCR5), activation/exhaustion (PD-1), proliferation (Ki67), survival (Bcl-2) and long-lived memory (CD127). Preprocessed data objects (A5248_subsample.h5ad, LT-ART_subsample.h5ad) for unsupervised analysis can be accessed using the 'read_h5ad' function in Scanpy. All source code for reproduction of the results can be found in the GitHub repository: https://github.com/glab-hiv/immune-recovery
DOI: 10.5281/zenodo.7495835
title: CD4 T cell receptor hierarchies are stable and independent of HIV-mediated dysregulation of immune homeostasis

description: LT-ART and A5248 folders contain preprocessed CyTOF files (FCS format) from a 31-marker mass cytometry panel to examine all major PBMC lineages and specifically CD4 and CD8 T cell memory dynamics in people with HIV (PWH) who are durably ART suppressed for an average of 6.7 years (LT-ART, n = 10) and PWH in the first 500 days following ART initiation (A5248, n = 10). The panel also includes markers of activation (HLA-DR, CD38, CCR5), activation/exhaustion (PD-1), proliferation (Ki67), survival (Bcl-2) and long-lived memory (CD127). Preprocessed annotated data objects (A5248_subsample.h5ad, LT-ART_subsample.h5ad) for unsupervised analysis can be accessed using the 'read_h5ad' function in Scanpy. CD4_MSI and CD8_MSI folders contain the MSI data for the Gamma fixed-effects regression models. All source code for reproduction of the results can be found in the GitHub repository: https://github.com/glab-hiv/immune-recovery
DOI: 10.5281/zenodo.7986013
title: CD4 T cell receptor hierarchies are stable and independent of HIV-mediated dysregulation of immune homeostasis

description: LT-ART and A5248 folders contain preprocessed CyTOF files (FCS format) from a 31-marker mass cytometry panel to examine all major PBMC lineages and specifically CD4 and CD8 T cell memory dynamics in people with HIV (PWH) who are durably ART suppressed for an average of 6.7 years (LT-ART, n = 10) and PWH in the first 500 days following ART initiation (A5248, n = 10). The panel also includes markers of activation (HLA-DR, CD38, CCR5), activation/exhaustion (PD-1), proliferation (Ki67), survival (Bcl-2) and long-lived memory (CD127). Preprocessed annotated data objects (A5248_subsample.h5ad, LT-ART_subsample.h5ad) for unsupervised analysis can be accessed using the 'read_h5ad' function in Scanpy. CD4_MSI and CD8_MSI folders contain the MSI data for the Gamma fixed-effects regression models. All source code for reproduction of the results can be found in the GitHub repository: https://github.com/glab-hiv/immune-recovery
DOI: 10.5281/zenodo.7987740
title: Seagrass quadrat cover data Florida Big Bend (USA)

description: Estimates of percent cover in 0.25 m2 quadrats collected at sites in the coastal region of the Big Bend, in the northeastern Gulf of Mexico, Florida (USA), 2007-2019. Measurements collected once annually, usually in June. Includes seagrass species and the occurrence of bare quadrats (no SAV present).
DOI: 10.5281/zenodo.7987739
title: Seagrass quadrat cover data Florida Big Bend (USA)

description: Estimates of percent cover in 0.25 m2 quadrats collected at sites in the coastal region of the Big Bend, in the northeastern Gulf of Mexico, Florida (USA), 2007-2019. Measurements collected once annually, usually in June. Includes seagrass species and the occurrence of bare quadrats (no SAV present).
DOI: 10.5517/ccdc.csd.cc2c133n
title: CCDC 2175800: Experimental Crystal Structure Determination

description: Related Article: Liang Li, Pengfei Li, Tianhao Li, Mingxiao Zhang, Wenjie Liu, Jing Li, Liang Wang, Yue Chen|2023|Org.Biomol.Chem.|21|1704|doi:10.1039/D2OB01701F
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.cc2f0n26
title: CCDC 2234947: Experimental Crystal Structure Determination

description: Related Article: Xin Chang, Xue-Tao Liu, Fangfang Li, Yuhong Yang, Lung Wa Chung, Chun-Jiang Wang|2023|Chemical Science|14|5460|doi:10.1039/D3SC00435J
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.cc2f2mjp
title: CCDC 2236852: Experimental Crystal Structure Determination

description: Related Article: Lingfeng Wu, Zhenghui Wang, Yumiao Liu, Liang Chen, Wenshan Ren|2023|Dalton Trans.|52|7175|doi:10.1039/D3DT00301A
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: 10.25345/c5125qk8k
title: MassIVE MSV000092053 - Metabolomics data for Brachypodium distachyon in fabricated ecosystems (EcoFAB 2.0)
title: Method details can be found here: doi: https://doi.org/10.1101/2023.01.18.524647
DOI: 10.5517/ccdc.csd.cc2f2mkq
title: CCDC 2236853: Experimental Crystal Structure Determination

description: Related Article: Lingfeng Wu, Zhenghui Wang, Yumiao Liu, Liang Chen, Wenshan Ren|2023|Dalton Trans.|52|7175|doi:10.1039/D3DT00301A
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.cc2f2mlr
title: CCDC 2236854: Experimental Crystal Structure Determination

description: Related Article: Lingfeng Wu, Zhenghui Wang, Yumiao Liu, Liang Chen, Wenshan Ren|2023|Dalton Trans.|52|7175|doi:10.1039/D3DT00301A
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.cc2f2mms
title: CCDC 2236855: Experimental Crystal Structure Determination

description: Related Article: Lingfeng Wu, Zhenghui Wang, Yumiao Liu, Liang Chen, Wenshan Ren|2023|Dalton Trans.|52|7175|doi:10.1039/D3DT00301A
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: 10.7281/t1/qxky4b/el2b4b
title: FinalAnalysis.zip

description: CBSAMainClinicPresenceModeling: Fit logistic regression model output from R, modeling the presence of a Main Clinic in a CBSA. FertiltiyClinicLiklihoodModelOutput: Model results for every CBSA sorted by main clinic likelihood. IVFMandateAnalysis: Statistical analysis on the difference in means of clinics counts per million women between states with and without IVF insurance mandates. PracticeClinicCycleModeling: Fit negative binomial model output from R, modeling the counts of clinics as a function of number of cycles a practice performs. RegionsAnalysis: Simple analysis comparing the number of clinics per practice by region.
DOI: 10.7281/t1/qxky4b/eybren
title: SatClinicGeoAccessREADME.rtf

description: Overview of dataset content, sources, use notes, and related datasets.
DOI: 10.7281/t1/qxky4b/kf5jgj
title: RScripts.zip

description: ARTSuccessRatesPracticesClinicCounts: Input file to ModelFertilityClinics.R. CDC ART Success Rates 2018 with clinic counts added. FertiltiyClinicLikelihoodModelInput: Input file to ModelFertilityClinics.R. Median income and female population age 20 to 49 for all CBSAs ModelFertilityClinics: R code used to model fertility clinic likelihood and practice counts
DOI: 10.7281/t1/qxky4b/onoueh
title: SpatialData.zip

description: FertilityClinicLikelihoodModelOutput: Model results for every CBSA sorted by main clinic likelihood. Files include FGDB, KML, and SHP formats.
DOI: 10.17632/sjzmz7xc2w.1
title: Augmented COVID-19 CT images with CUTMIX, CUTOUT, and MIXUP Data Augmentation

description: This dataset consists of 30,000 augmented COVID-19 CT images generated from CUTMIX (Yun et al., 2019), CUTOUT (DeVries & Taylor, 2017), and MIXUP (Zhang et al., 2018) data augmentation techniques.  The COVID-19 CT images are acquired from multiple publicly available sources (Morozov et al., 2020; Rahimzadeh et al., 2021; Maftouni et al., 2021). 


References
DeVries, T., & Taylor, G. W. (2017). Improved regularization of convolutional neural networks with cutout. arXiv preprint arXiv:1708.04552

Maftouni, M., Law, A.C, Shen, B., Zhou, Y., Yazdi, N., & Kong, Z.J. (2021). A Robust Ensemble-Deep Learning Model for COVID-19 Diagnosis based on an Integrated CT Scan Images Database. In Proceedings of the 2021 Industrial and Systems Engineering Conference (pp. 632-637). Institute of Industrial and Systems Engineers.

Morozov, P., Andreychenko, A. E.,  et al. (2020). MosMedData: Chest CT Scans With COVID19 Related Findings Dataset. arXiv preprint arXiv: 2005.06465. 

Rahimzadeh, M., Attar, A., & Sakhaei S. (2021). A fully automated deep learning-based network for detecting COVID-19 from a new and large lung CT scan dataset. Biomedical Signal Processing and Control, 68, pp. 102588.

Yun, S., Han, D., Oh, S. J., Chun, S., Choe, J., & Yoo, Y. (2019). CutMix: Regularization strategy to train strong classifiers with localizable features. arXiv preprint arXiv:1905.04899

Zhang, H., Cisse, M., Dauphin, Y. N., & Lopez-Paz, D. (2018). Mixup: Beyond empirical risk minimization. arXiv preprint arXiv:1710.09412
DOI: 10.17632/4zmwks9c9g.1
title: Awareness and understading of antenatal and postnatal physiotherapy management in primigravida and multigravida in india community female population- A survey study

description: the present study concluded that awareness of antenatal and postnatal physiotherapy among primigravida and multigravida women of indian community is about 50% which is moderate, out of which only few percent women taking physiotherapy service in there antenatal and postnatal periods.
DOI: 10.17632/yy6hv32pbz.1
title: Effect of dietary forage to concentrate ratio and forage type on milk phospholipids and fatty acid composition of polar lipids

description: Supplementary material related to the publication with the title 'The effect of dietary forage to concentrate ratio and forage type on milk phospholipids and fatty acid composition of polar lipids'.
DOI: 10.17632/yx6ftbgny6.1
title: Prevalence of forward head posture and mechanical neck pain among school going adolescent

description: FHP is commonly defined as head protrusion in the sagittal plane, with the head anterior to the trunk. FHP is spreading like an infection in today's technology environment. To find out the prevalence of forward head posture and mechanical neck pain among school going adolescent. A questionnaire containing 20 self-devised questions based on the awareness of forward posture and mechanical neck pain. This questionnaire was then distributed among school going students. The sample size consists of 340 participants from Government elementary school. Out of 340 responses, 78.8% of respondents are agree to have forward head posture and mechanical neck pain. Also, 71.7% are aware of the prevalence of sitting posture in class. The prevalence of forward head posture and mechanical neck pain among school-going adolescents is a cause for concern. The high rates of FHP and MNP emphasize the need for effective preventive measures and intervention strategies.
DOI: 10.17632/gghrf6sz8t.1
title: Aligning active particles py package

description: The package performs molecular-dynamics-like agent-based simulations for models of aligning self-propelled particles in two dimensions such as e.g. the seminal Vicsek model or variants of it. In one class of the covered models, the microscopic dynamics is determined by certain time discrete interaction rules. Thus, it is no Hamiltonian dynamics and quantities such as energy are not defined. In the other class of considered models (that are generally believed to behave qualitatively the same) Brownian dynamics is considered. However, also there, the forces are not derived from a Hamiltonian. Furthermore, in most cases, the forces depend on the state of all particles and can not be decomposed into a sum of forces that only depend on the states of pairs of particles. Due to the above specified features of the microscopic dynamics of such models, they are not implemented in major molecular dynamics simulation frameworks to the best of the authors knowledge. Models that are covered by this package have been studied with agent-based simulations by dozens of papers. However, no simulation framework of such models seems to be openly available. The program is provided as a Python package. The simulation code is written in C. In the current version, parallelization is not implemented.