cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21591192
title: LC-GNPs Au4LC6

description: 2D powder SAXS of GNPs <strong>Au4LC6 </strong>and <strong>Au2L </strong>at room temperature
DOI: 10.6084/m9.figshare.21591192.v1
title: LC-GNPs Au4LC6

description: 2D powder SAXS of GNPs <strong>Au4LC6 </strong>and <strong>Au2L </strong>at room temperature
DOI: 10.6084/m9.figshare.21591330
title: Data file for "State Exit Exams and Graduation Rates"

description: Data file from: Joshua Hall, Donald Lacombe, and Shree B. Pokharel, “State Exit Exams and Graduation Rates: A Hierarchical SLX Modelling Approach,” <em>Review of Regional Studies</em> 50(2) 2020: 189-206.
DOI: 10.21954/ou.rd.21587718
title: Covid Chronicles: The importance of women for peace

description: This plea for recognition of the importance of women in society was written by on of the members of the Swansea Women's Asylum and Refugee support Group in response to the British government's claim to be world leaders in supporting women victims of sexual violence (November 2022)
DOI: 10.5281/zenodo.7341767
title: Genbank dataset for a paper on the Mediterranean biodiversity hotspot

description: This folder contains the raw Genbank data to execute the code available at this link: https://github.com/JanPerret/Biodivmex_git
DOI: 10.5281/zenodo.7341766
title: Genbank dataset for a paper on the Mediterranean biodiversity hotspot

description: This folder contains the raw Genbank data to execute the code available at this link: https://github.com/JanPerret/Biodivmex_git
DOI: 10.6084/m9.figshare.21591372
title: patient-centered communication online

description: This is a dataset of the patient-provider communication transcripts via Spring Rain Doctor.
DOI: 10.6084/m9.figshare.21591372.v1
title: patient-centered communication online

description: This is a dataset of the patient-provider communication transcripts via Spring Rain Doctor.
DOI: 10.21954/ou.rd.21587733
title: Covid Chronicles: The experience of women seeking asylum in the UK

description: This plea for understanding of the difficulty of finding a place in society was written by on of the members of the Swansea Women's Asylum and Refugee support Group in response to the British government's assertions that it protects and supports women in the asylum system (November 2022)
DOI: 10.21954/ou.rd.21587733.v1
title: Covid Chronicles: The experience of women seeking asylum in the UK

description: This plea for understanding of the difficulty of finding a place in society was written by on of the members of the Swansea Women's Asylum and Refugee support Group in response to the British government's assertions that it protects and supports women in the asylum system (November 2022)
DOI: 10.6084/m9.figshare.19722328
title: Data FM Cuttlefish

description: 15 subadult cuttlefish were tested in a false memory experiment, in three different conditions (visual misleading V, olfactory & visual misleading OV, non-misleading N). Three different tubes with random patterns were used, presented in a random order and position.
DOI: 10.6084/m9.figshare.19722328.v1
title: Data FM Cuttlefish

description: 15 subadult cuttlefish were tested in a false memory experiment, in four different conditions (visual test V, olfactory & visual test OV, reinforcer control R, neutral control N). Three different tubes with random patterns were used, presented in a random order and position.
DOI: 10.57760/sciencedb.05771
title: A dynamic dataset of plant community composition in Xingkai kettle peatlands (2012-2018)
title: 2012-2018年兴凯湖‘浮毯’沼泽植物组成动态数据集

description: The formation of kettle peatlands is a typical vertical peatland terrestrialization. There are few studies on the plant composition and dynamics of kettle peatlands, especially in freshwater lake wetlands, which lack long-term observations. In this paper, the plant community composition of typical kettle peatlands was observed in the Xingkai Lake area, Heilongjiang and we made strict rules for field investigation, recording and laboratory analysis. This dataset contained the plant community composition, dominant plants, above- and belowground biomass, and plant density in the kettle peatlands from 2012 to 2018. Users can search the data by survey year and plant community composition. On the one hand, this shared the long-term dataset about plant community in kettle peatlands could enrich the peatland plant community dataset. On the other hand, the data can be used as a support for students and researchers working in physical geography and ecology, and as a reference for ecological restoration and sustainable management of wetlands.
description: The formation of kettle peatlands is a typical vertical peatland terrestrialization. There are few studies on the plant composition and dynamics of kettle peatlands, especially in freshwater lake wetlands, which lack long-term observations. In this paper, the plant community composition of typical kettle peatlands was observed in the Xingkai Lake area, Heilongjiang and we made strict rules for field investigation, recording and laboratory analysis. This dataset contained the plant community composition, dominant plants, above- and belowground biomass, and plant density in the kettle peatlands from 2012 to 2018. Users can search the data by survey year and plant community composition. On the one hand, this shared the long-term dataset about plant community in kettle peatlands could enrich the peatland plant community dataset. On the other hand, the data can be used as a support for students and researchers working in physical geography and ecology, and as a reference for ecological restoration and sustainable management of wetlands.
DOI: 10.23728/b2share.8c4b87b485f5493bbfbcd1ce1ee6dd6e
title: MurgiaAlta - Phenological Annual Summary Statistics 2019/2020

description: Phenological Annual Summary Statistics based on Ecosystem Functional Attribute framework. The result are based on S2 interpolated with a bayesian implementation of Harmonic Model.
description: Details of the method can be found in Vicario S, Adamo M, Alcaraz-Segura D, Tarantino C (2019) Bayesian Harmonic Modelling of Sparse and Irregular Satellite Remote Sensing Time Series of Vegetation Indexes: A Story of Clouds and Fires. Remote Sens 12:83 . doi: 10.3390/rs12010083
description: The phenology is not a scalar variable but it is an ensamble of sub-variables all based on MCARI2 vegetation index and for each one two statistics are given: expected value (mean) and a mask for all pixel with standard deviation of uncertianities larger than 10% the mean (CVmask) within the general name rule proposed: locality_variable_timestamp.extension variable formed in: Phenology-SubvariableStatistics The subvariables are: mean: mean value across the year - values range between 0-0.5 stdintra: standard deviation of the value across the year - values range between 0-0.05 maxpos: day of the year of the maximum value - values range between 0-0.5 sdinter: standard deviation across years - values range between 0-0.05 The statistics are: mean: Expected value of the subvariable across 100 simulation CVmask: 0-1 mask with value 1 for pixel with less than 10% of standard deviation compared to the mean The timestamp refer to a year or to two years
DOI: 10.23728/b2share.16b4760bb98642fc97730e32bac39e63
title: Montado - Phenological Annual Summary Statistics - 2019/2020

description: Phenological Annual Summary Statistics based on Ecosystem Functional Attribute framework. The result are based on S2 interpolated with a bayesian implementation of Harmonic Model.
description: Details of the method can be found in Vicario S, Adamo M, Alcaraz-Segura D, Tarantino C (2019) Bayesian Harmonic Modelling of Sparse and Irregular Satellite Remote Sensing Time Series of Vegetation Indexes: A Story of Clouds and Fires. Remote Sens 12:83 . doi: 10.3390/rs12010083
description: The phenology is not a scalar variable but it is an ensamble of sub-variables all based on MCARI2 vegetation index and for each one two statistics are given: expected value (mean) and a mask for all pixel with standard deviation of uncertianities larger than 10% the mean (CVmask) within the general name rule proposed: locality_variable_timestamp.extension variable formed in: Phenology-SubvariableStatistics The subvariables are: mean: mean value across the year - values range between 0-0.5 stdintra: standard deviation of the value across the year - values range between 0-0.05 maxpos: day of the year of the maximum value - values range between 0-0.5 sdinter: standard deviation across years - values range between 0-0.05 The statistics are: mean: Expected value of the subvariable across 100 simulation CVmask: 0-1 mask with value 1 for pixel with less than 10% of standard deviation compared to the mean The timestamp refer to a year or to two years
DOI: 10.6084/m9.figshare.21591558
title: Supplementary for article of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant"

description: Supplementary for article of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant"
DOI: 10.6084/m9.figshare.21591558.v1
title: Supplementary for article of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant"

description: Supplementary for article of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant"
DOI: 10.6084/m9.figshare.21591633
title: Supplementary of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant

description: Supplementary of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant
DOI: 10.6084/m9.figshare.21591633.v1
title: Supplementary of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant

description: Supplementary of "Identification and analysis of differently expressed mirnas related to seedling development in arabidopsis thaliana cyp71 mutant
DOI: 10.23728/b2share.6175e4fe23194eed8f63325cae7b1131
title: Svartberget - Phenological Annual Summary Statistics 2019/2020

description: Phenological Annual Summary Statistics based on Ecosystem Functional Attribute framework. The result are based on S2 interpolated with a bayesian implementation of Harmonic Model.
description: Details of the method can be found in Vicario S, Adamo M, Alcaraz-Segura D, Tarantino C (2019) Bayesian Harmonic Modelling of Sparse and Irregular Satellite Remote Sensing Time Series of Vegetation Indexes: A Story of Clouds and Fires. Remote Sens 12:83 . doi: 10.3390/rs12010083
description: The phenology is not a scalar variable but it is an ensamble of sub-variables all based on MCARI2 vegetation index and for each one two statistics are given: expected value (mean) and a mask for all pixel with standard deviation of uncertianities larger than 10% the mean (CVmask) within the general name rule proposed: locality_variable_timestamp.extension variable formed in: Phenology-SubvariableStatistics The subvariables are: mean: mean value across the year - values range between 0-0.5 stdintra: standard deviation of the value across the year - values range between 0-0.05 maxpos: day of the year of the maximum value - values range between 0-0.5 sdinter: standard deviation across years - values range between 0-0.05 The statistics are: mean: Expected value of the subvariable across 100 simulation CVmask: 0-1 mask with value 1 for pixel with less than 10% of standard deviation compared to the mean The timestamp refer to a year or to two years
DOI: 10.6084/m9.figshare.21591579
title: Dataset of phytoplankton and environmental parameters in the tidal freshwater zone of the Qiantang river estuary during 2016

description: The dataset contains phytoplankton species and abundance, depth, temperature, chlorinity, total nitrogen, total phosphorus, ammonia, total organic carbon, suspended particle matter, Secchi depth, daily average flow rate, and flow velocity.
DOI: 10.17632/zs38z79zzg.1
title: Early diagnosis of bladder cancer by photoacoustic imaging of tumor-targeted gold nanorods

description: Detection and removal of bladder cancer lesions at an early stage is crucial for preventing tumor relapse and progression. Photoacoustic imaging of targeted gold nanorods bound to tumor cells allowed for the detection of neoplastic lesions smaller than 0.5 mm that were undetectable by ultrasound imaging and bioluminescence. We here provide raw data that were used to generate information reported in the article with  DOI: 10.1016/j.pacs.2022.100400
- Photoshop files can be opened with ImageJ, which is free
- Prism files can only be opened with Prism, and those who do not have it can use the demo version which is free for 30 days (and then transfer the data in excel)
- TIFF images that can be opened with any image program, including ImageJ
DOI: 10.6084/m9.figshare.21591624
title: 小论文数据-1.xlsx

description: Fulvic acid (FA) is a complex substance with multiple functional groups produced by organic waste composition. It can promote plant growth and has a synergistic effect on phosphorus (P) fertilizer. However, the mechanism of its action and the optimal application rate of FA has remained unclear. In this study, we set different concentrations of FA to explore the synergistic effect on rice growth and P.
DOI: 10.6084/m9.figshare.21591624.v1
title: 小论文数据-1.xlsx

description: Fulvic acid (FA) is a complex substance with multiple functional groups produced by organic waste composition. It can promote plant growth and has a synergistic effect on phosphorus (P) fertilizer. However, the mechanism of its action and the optimal application rate of FA has remained unclear. In this study, we set different concentrations of FA to explore the synergistic effect on rice growth and P.
DOI: 10.25403/upresearchdata.21533154.v1
title: Hearing healthcare resources and services in South Africa including cochlear implants and telehealth services for hearing loss

description: This dataset represents the results obtained from a study conducted on perceptions of telehealth services for hearing loss in South Africa's public healthcare system. The data is given in three PDF files and contain the following: Study i: This data represents the results obtained from a study titled <em>Audiologists' perceptions of hearing healthcare resources and services in South Africa's public healthcare system. </em>Figures I-III: These figures represent audiologists' perceptions on the availability of audiology screening equipment (Figure I), diagnostic audiology equipment (Figure II), and Information Systems and Technology (Figure III) within the public sector hospital they were employed in. Table 3.2: The demographic characteristics of the 100 participating audiologists.Table 3.3: The audiologists' open-ended responses from the question asked on their perceptions of the greatest challenges hindering hearing healthcare in the public sector. The results are represented according to the most prominent central themes and descriptions and illustrative quotes for these themes. Study ii: This data represents the results obtained from a study titled <em>Cochlear implantation in South Africa - Part two.</em>A restrospective review of the 2019 annual reports submitted to South African Cochlear Implant Group (SACIG) by the cochlear implant programmes was conducted. These data provide a cross-section of the status of CI in SA at the current time. Two of the 12 cochlear implant programmes’ annual reports were unfortunately not accessible. Study iii: Figure 6.2: represents audiologists' perceptions of the types of telehealth services used in Audiology Departments within South African public sector hospitals, indicated in terms of % (n=28) Figure 6.3: represents audiologists' perceived barriers toward telehealth service delivery within South African public sector hospitals, indicated in terms of % (n=86) Table 6.2: represents audiologists' responses to questions on their perceptions of telehealth practices within their hospital setting (n=97) Table 6.3: represents qualitative data - themes, categories, descriptions, and illustrative examples audiologists' perceptions of telehealth services for hearing loss in the public healthcare system.
DOI: 10.25403/upresearchdata.21533154
title: Hearing healthcare resources and services in South Africa including cochlear implants and telehealth services for hearing loss

description: This dataset represents the results obtained from a study conducted on perceptions of telehealth services for hearing loss in South Africa's public healthcare system. The data is given in three PDF files and contain the following: Study i: This data represents the results obtained from a study titled <em>Audiologists' perceptions of hearing healthcare resources and services in South Africa's public healthcare system. </em>Figures I-III: These figures represent audiologists' perceptions on the availability of audiology screening equipment (Figure I), diagnostic audiology equipment (Figure II), and Information Systems and Technology (Figure III) within the public sector hospital they were employed in. Table 3.2: The demographic characteristics of the 100 participating audiologists.Table 3.3: The audiologists' open-ended responses from the question asked on their perceptions of the greatest challenges hindering hearing healthcare in the public sector. The results are represented according to the most prominent central themes and descriptions and illustrative quotes for these themes. Study ii: This data represents the results obtained from a study titled <em>Cochlear implantation in South Africa - Part two.</em>A restrospective review of the 2019 annual reports submitted to South African Cochlear Implant Group (SACIG) by the cochlear implant programmes was conducted. These data provide a cross-section of the status of CI in SA at the current time. Two of the 12 cochlear implant programmes’ annual reports were unfortunately not accessible. Study iii: Figure 6.2: represents audiologists' perceptions of the types of telehealth services used in Audiology Departments within South African public sector hospitals, indicated in terms of % (n=28) Figure 6.3: represents audiologists' perceived barriers toward telehealth service delivery within South African public sector hospitals, indicated in terms of % (n=86) Table 6.2: represents audiologists' responses to questions on their perceptions of telehealth practices within their hospital setting (n=97) Table 6.3: represents qualitative data - themes, categories, descriptions, and illustrative examples audiologists' perceptions of telehealth services for hearing loss in the public healthcare system.
DOI: 10.5281/zenodo.7341484
title: Textless Speech-to-Music Retrieval Using Emotion Similarity (Pretrained Model)

description: - github: https://github.com/SeungHeonDoh/speech-to-music <br> - Demo : https://seungheondoh.github.io/speech-to-music-demo/<br> - ArXiv : update soon
DOI: 10.5281/zenodo.7341483
title: Textless Speech-to-Music Retrieval Using Emotion Similarity (Pretrained Model)

description: - github: https://github.com/SeungHeonDoh/speech-to-music <br> - Demo : https://seungheondoh.github.io/speech-to-music-demo/<br> - ArXiv : update soon
DOI: 10.6084/m9.figshare.17129367
title: BST-1 as a serum protein biomarker involved in neutrophil infiltration in schizophrenia

description: Schizophrenia is a serious mental illness. The serum protein biomarkers of schizophrenia were explored using isobaric tags for relative and absolute quantitation (iTRAQ) technology. The underlying function of the identified protein biomarker was also investigated. We first collected serum samples from 12 schizophrenia patients and 12 healthy control (HC) subjects, followed by global screening with iTRAQ and tandem mass spectrometry (LC-MS/MS). In total, 691 serum proteins were detected and eight proteins, including ZYX, OSCAR, TPM4, SDPR, BST1, ARGHDB, ITIH5 and SH3BGRL3, were selected for further specific validation with enzyme-linked immunosorbent assay (ELISA) on the serum samples from 52 schizophrenia patients and 50 HC subjects. Schizophrenia patients had significantly lower serum level of BST1 and higher ITIH5 level than the HC subjects did. Using the levels of BST1, ITIH5 and OSCAR combined with machine learning algorithm, we developed a prediction model of schizophrenia with an auROC value 0.78. Moreover, <i>in vitro</i> cell assay confirmed that BST1 significantly repressed neutrophil infiltration through endothelial layer, highlighted the anti-inflammation nature of BST1. Four novel protein markers (BST1, ITIH5, SDPR, and OSCAR) of schizophrenia were identified, and BST-1 could serve as a serum protein biomarker involved in neutrophil infiltration in schizophrenia.
DOI: 10.6084/m9.figshare.17129367.v1
title: BST-1 as a serum protein biomarker involved in neutrophil infiltration in schizophrenia

description: Schizophrenia is a serious mental illness. The serum protein biomarkers of schizophrenia were explored using isobaric tags for relative and absolute quantitation (iTRAQ) technology. The underlying function of the identified protein biomarker was also investigated. We first collected serum samples from 12 schizophrenia patients and 12 healthy control (HC) subjects, followed by global screening with iTRAQ and tandem mass spectrometry (LC-MS/MS). In total, 691 serum proteins were detected and eight proteins, including ZYX, OSCAR, TPM4, SDPR, BST1, ARGHDB, ITIH5 and SH3BGRL3, were selected for further specific validation with enzyme-linked immunosorbent assay (ELISA) on the serum samples from 52 schizophrenia patients and 50 HC subjects. Schizophrenia patients had significantly lower serum level of BST1 and higher ITIH5 level than the HC subjects did. Using the levels of BST1, ITIH5 and OSCAR combined with machine learning algorithm, we developed a prediction model of schizophrenia with an auROC value 0.78. Moreover, <i>in vitro</i> cell assay confirmed that BST1 significantly repressed neutrophil infiltration through endothelial layer, highlighted the anti-inflammation nature of BST1. Four novel protein markers (BST1, ITIH5, SDPR, and OSCAR) of schizophrenia were identified, and BST-1 could serve as a serum protein biomarker involved in neutrophil infiltration in schizophrenia.
DOI: 10.5066/p9pj5stl
title: Digital database of the previously published geomorphic-structural map of the Ouachita Mountains

description: The Ouachita Mountains record the late Paleozoic Laurentia-Gondwana orogenic event along southern Paleo-North America during Pangea supercontinent formation. This data release contains a digital compilation of geomorphic-structural information from the Ouachita Mountains of southeastern Oklahoma and southwestern Arkansas as previously published by Arbenz (2008). The geodatabase, presented herein, contains feature classes that include contact, fault, fold, and cross section lines with map unit polygons characterized by predominantly siliciclastic material with primarily Paleozoic depositional ages. Spatial data are also disseminated as shapefiles, accompanied by applicable non-spatial tables detailing the data sources, glossary of terms, and description of map unit information.
DOI: 10.34740/kaggle/dsv/4557488
title: COVID Vaccination in World (updated daily)
DOI: 10.6084/m9.figshare.21591645
title: RAW-DATA_ INDENTATION OF SANDWICH

description: data of FRP face sheet sandwich beam