cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6546582
title: All-India district-scale climate projections for current (2006-2015), mid-century (2041-50), and end-century (2091-2100) periods

description: This dataset contains monthly mean data for 10 meteorological variables for each district of India for current, mid-century, and end-century periods for all the districts of India. To generate this data, we first dynamically downscaled the CMIP5 CESM RCP8.5 projections over India for the Current (2006-2015), Mid-Century (2041-50), and End-Century (2091-2100) periods using the Weather Research and Forecasting (WRF) model to 10 km resolution. The 30 years of data are archived in the World Data Center for Climate (WDCC) at DKRZ (Barik et al. 2021 and 2022). Next, we processed the 10-km gridded downscaled data to calculate the monthly climatological mean by averaging over 10 years for each of the 3 periods. Finally, the monthly climatological means were processed in ArcGIS to develop the district scale datasets.
description: This work is a part of the project "High-resolution climate scenarios for basin-scale water resource management applications" (TE-16015/2/2019-O/o ED(Tech) NMCG/201 dt 07.03.2019) funded by the National Mission for Clean Ganga, Ministry of Jal Shakti, Department of Water Resources, River Development & Ganga Rejuvenation, Government of India.
description: {"references": ["1.\tBarik, Anasuya; Sahoo, Sanjeeb Kumar; Kumari, Sarita; Baidya Roy, Somnath (2021). 10 km gridded hydrometeorological dataset developed by dynamical downscaling of the bias-corrected CMIP5 CESM RCP8.5 projections over India for current (2006-2015) and future (2091-2100) periods using WRF. https://doi.org/10.26050/WDCC/WRF10km_wbc_C5_forc_oIndia", "2.\tBarik, Anasuya; Sahoo, Sanjeeb; Kumari, Sarita; Baidya Roy, Somnath (2022). WRF10km with bias-corrected CMIP5 CESM forcing over India Mid-Century (Version 2). https://doi.org/10.26050/WDCC/WRF10_wbc_C5_forcIndia_MC_V2"]}
DOI: 10.5281/zenodo.6546581
title: All-India district-scale climate projections for current (2006-2015), mid-century (2041-50), and end-century (2091-2100) periods

description: This dataset contains monthly mean data for 10 meteorological variables for each district of India for current, mid-century, and end-century periods for all the districts of India. To generate this data, we first dynamically downscaled the CMIP5 CESM RCP8.5 projections over India for the Current (2006-2015), Mid-Century (2041-50), and End-Century (2091-2100) periods using the Weather Research and Forecasting (WRF) model to 10 km resolution. The 30 years of data are archived in the World Data Center for Climate (WDCC) at DKRZ (Barik et al. 2021 and 2022). Next, we processed the 10-km gridded downscaled data to calculate the monthly climatological mean by averaging over 10 years for each of the 3 periods. Finally, the monthly climatological means were processed in ArcGIS to develop the district scale datasets.
description: This work is a part of the project "High-resolution climate scenarios for basin-scale water resource management applications" (TE-16015/2/2019-O/o ED(Tech) NMCG/201 dt 07.03.2019) funded by the National Mission for Clean Ganga, Ministry of Jal Shakti, Department of Water Resources, River Development & Ganga Rejuvenation, Government of India.
description: {"references": ["1.\tBarik, Anasuya; Sahoo, Sanjeeb Kumar; Kumari, Sarita; Baidya Roy, Somnath (2021). 10 km gridded hydrometeorological dataset developed by dynamical downscaling of the bias-corrected CMIP5 CESM RCP8.5 projections over India for current (2006-2015) and future (2091-2100) periods using WRF. https://doi.org/10.26050/WDCC/WRF10km_wbc_C5_forc_oIndia", "2.\tBarik, Anasuya; Sahoo, Sanjeeb; Kumari, Sarita; Baidya Roy, Somnath (2022). WRF10km with bias-corrected CMIP5 CESM forcing over India Mid-Century (Version 2). https://doi.org/10.26050/WDCC/WRF10_wbc_C5_forcIndia_MC_V2"]}
DOI: 10.6084/m9.figshare.15164798
title: microRNAs as novel diagnostic biomarkers in endometriosis patients: a systematic review and meta-analysis

description: To investigate whether miRNAs have a remarkable pooled diagnostic accuracy, sensitivity, and specificity as noninvasive biomarkers to distinguish endometriosis patients from non-endometriosis women. A comprehensive literature search of PubMed, Embase, and ProQuest was performed through February 21, 2021 to find relevant studies. Two reviewers independently screened each article, and discrepancies were resolved by consensus. Deeks’ funnel plot asymmetry test was performed to assess the publication bias of included studies. The STATA software and RevMan 5.4 were used for data analysis and quality assessment, respectively. The overall quality of the studies was moderate to high. In total 87 datasets were assessed miRNAs’ performance which results in sensitivity: 0.82, specificity: 0.79, DOR: 18, NPV: 0.80, PPV: 0.78, PLR: 3.97, and NLR: 022. We conducted subgroup analyses, which showed panels of miRNAs (DOR: 54) and serum (DOR: 43) as a target tissue was more reliable to utilize as biomarkers. Deeks’ funnel plot showed that there is no publication bias (<i>P</i>-value = 0.25). Panels of miRNAs differentiate endometriosis patients from non-endometriosis women with high sensitivity and specificity; therefore, it has the potential to use as a noninvasive biomarker.
DOI: 10.6084/m9.figshare.15164798.v1
title: microRNAs as novel diagnostic biomarkers in endometriosis patients: a systematic review and meta-analysis

description: To investigate whether miRNAs have a remarkable pooled diagnostic accuracy, sensitivity, and specificity as noninvasive biomarkers to distinguish endometriosis patients from non-endometriosis women. A comprehensive literature search of PubMed, Embase, and ProQuest was performed through February 21, 2021 to find relevant studies. Two reviewers independently screened each article, and discrepancies were resolved by consensus. Deeks’ funnel plot asymmetry test was performed to assess the publication bias of included studies. The STATA software and RevMan 5.4 were used for data analysis and quality assessment, respectively. The overall quality of the studies was moderate to high. In total 87 datasets were assessed miRNAs’ performance which results in sensitivity: 0.82, specificity: 0.79, DOR: 18, NPV: 0.80, PPV: 0.78, PLR: 3.97, and NLR: 022. We conducted subgroup analyses, which showed panels of miRNAs (DOR: 54) and serum (DOR: 43) as a target tissue was more reliable to utilize as biomarkers. Deeks’ funnel plot showed that there is no publication bias (<i>P</i>-value = 0.25). Panels of miRNAs differentiate endometriosis patients from non-endometriosis women with high sensitivity and specificity; therefore, it has the potential to use as a noninvasive biomarker.
DOI: 10.6084/m9.figshare.19361995
title: The detrimental impact of elevated Ferritin to Iron ratio on in-hospital prognosis of patients with COVID-19

description: Acute viral infections, including coronavirus disease 2019 (COVID-19), are characterized by the dysregulation of iron metabolism, resulting in high serum ferritin and low iron levels. This study aimed to evaluate the prospective impact of iron metabolism dysregulation, as expressed by serum Ferritin-to-Iron Ratio (FIR), on the in-hospital prognosis of patients with COVID-19. Serum levels of ferritin and iron, as well as other iron metabolism markers and recognized prognostic indicators of COVID-19 severity, were measured in 362 patients consecutively hospitalized for COVID-19. The prospective relationship between FIR and the risk of the composite outcome of intensive care unit (ICU) admission/in-hospital death was analyzed. In the population examined (mean age 74 ± 15 years, males 55%), the rates of radiographic signs of pneumonia, respiratory distress, and the need for noninvasive ventilation were higher in patients with high FIR (≥29.2, the 75<sup>th</sup> percentile) than in those with low FIR (&lt;29.2, the 75<sup>th</sup> percentile) (p Increasing FIR values significantly and independently predicts worse in-hospital prognosis in hospitalized patients with COVID-19.
DOI: 10.6084/m9.figshare.19361995.v1
title: The detrimental impact of elevated Ferritin to Iron ratio on in-hospital prognosis of patients with COVID-19

description: Acute viral infections, including coronavirus disease 2019 (COVID-19), are characterized by the dysregulation of iron metabolism, resulting in high serum ferritin and low iron levels. This study aimed to evaluate the prospective impact of iron metabolism dysregulation, as expressed by serum Ferritin-to-Iron Ratio (FIR), on the in-hospital prognosis of patients with COVID-19. Serum levels of ferritin and iron, as well as other iron metabolism markers and recognized prognostic indicators of COVID-19 severity, were measured in 362 patients consecutively hospitalized for COVID-19. The prospective relationship between FIR and the risk of the composite outcome of intensive care unit (ICU) admission/in-hospital death was analyzed. In the population examined (mean age 74 ± 15 years, males 55%), the rates of radiographic signs of pneumonia, respiratory distress, and the need for noninvasive ventilation were higher in patients with high FIR (≥29.2, the 75<sup>th</sup> percentile) than in those with low FIR (&lt;29.2, the 75<sup>th</sup> percentile) (p Increasing FIR values significantly and independently predicts worse in-hospital prognosis in hospitalized patients with COVID-19.
DOI: 10.6084/m9.figshare.19762960
title: N170 Single Subject ERPCore

description: A single subject (sub-002) from ERPCore <br> <br> Reupload of ERP-core https://osf.io/thsqg/, CC-By Emily S. Kappenman Jaclyn Farrens Wendy Zhang Andrew X Stewart Steven J. Luck)
DOI: 10.5281/zenodo.6541286
title: Jewelry segmentation masks for the 11k Hands dataset

description: We provide an additional set of segmentation masks for jewelry in the 11K Hands dataset [1]. We filtered out a total of 3179 hands <br> with jewelry and were manually annotated using CVAT. For ease of use, the maks have the same size and filename as the original images and are exported in png format. The pixel value represents whether jewelry exists, being 0 background and 1 jewelry. The 11k Hands [1] dataset is a collection of 11,076 hand photos (1600 × 1200 pixels) from 190 people aged 18 to 75 years old. Each hand was shot from both the dorsal and palmar sides, on a uniform white background, at roughly the same distance from the camera. Each image has a metadata record that includes the following information: the subject ID, gender, age, skin color, and a set of information about the captured hand, such as right- or left-hand, hand side (dorsal or palmar), and logical indicators indicating whether the hand image contains accessories, nail polish, or irregularities. You can download here the original 11K Hands dataset and the metadata. In the future, we will add our paper if accepted. In the meantime, if you use the masks provided on this webpage, please cite our DOI: <em>10.5281/zenodo.6541286</em> and the original 11K Hands paper. [1] Mahmoud Afifi, "11K Hands: Gender recognition and biometric identification using a large dataset of hand images." Multimedia Tools and Applications, 2019.
DOI: 10.5281/zenodo.6541285
title: Jewelry segmentation masks for the 11k Hands dataset

description: We provide an additional set of segmentation masks for jewelry in the 11K Hands dataset [1]. We filtered out a total of 3179 hands <br> with jewelry and were manually annotated using CVAT. For ease of use, the maks have the same size and filename as the original images and are exported in png format. The pixel value represents whether jewelry exists, being 0 background and 1 jewelry. The 11k Hands [1] dataset is a collection of 11,076 hand photos (1600 × 1200 pixels) from 190 people aged 18 to 75 years old. Each hand was shot from both the dorsal and palmar sides, on a uniform white background, at roughly the same distance from the camera. Each image has a metadata record that includes the following information: the subject ID, gender, age, skin color, and a set of information about the captured hand, such as right- or left-hand, hand side (dorsal or palmar), and logical indicators indicating whether the hand image contains accessories, nail polish, or irregularities. You can download here the original 11K Hands dataset and the metadata. In the future, we will add our paper if accepted. In the meantime, if you use the masks provided on this webpage, please cite our DOI: <em>10.5281/zenodo.6541286</em> and the original 11K Hands paper. [1] Mahmoud Afifi, "11K Hands: Gender recognition and biometric identification using a large dataset of hand images." Multimedia Tools and Applications, 2019.
DOI: 10.25345/c5k649x44
title: MassIVE MSV000089467 - SF4 SF6 strains of 7942 grown in one carbon compounds
title: SF4 SF6 strains of 7942 grown in one carbon compounds and assessing the efect of the compounds on protein profiles
DOI: 10.6084/m9.figshare.19027397
title: Supplementary Data

description: Supplementary Data<br>
DOI: 10.6084/m9.figshare.19026983
title: Figure 2

description: Figure 2<br>
DOI: 10.6084/m9.figshare.19026983.v1
title: Figure 2

description: Figure 2<br>
DOI: 10.6084/m9.figshare.19762957
title: Crowdfunding NPO projects

description: The database contains 798 NPOs’ projects listed in three different reward platforms: StartSomeGood, Chuffed and Indiegogo and proposed in the period from 2015 to 2019. Each project is associated with information about proponent, campaign and funding result.
DOI: 10.6084/m9.figshare.19026452
title: Figure 1

description: Figure 1
DOI: 10.6084/m9.figshare.19362500
title: Figure 6

description: New Figure 6<br>
DOI: 10.6084/m9.figshare.19362500.v2
title: Figure 6

description: New Figure 6<br>
DOI: 10.6084/m9.figshare.19362500.v1
title: New Figure 6

description: New Figure 6<br>
DOI: 10.6084/m9.figshare.19027253
title: Figure 5

description: New Figure 5<br>
DOI: 10.6084/m9.figshare.19027253.v1
title: New Figure 5

description: New Figure 5<br>
DOI: 10.6084/m9.figshare.19027229
title: Figure 4

description: New Figure 4<br>
DOI: 10.6084/m9.figshare.19027229.v2
title: Figure 4

description: New Figure 4<br>
DOI: 10.6084/m9.figshare.19027229.v1
title: New Figure 4

description: New Figure 4<br>
DOI: 10.6084/m9.figshare.19027175
title: Figure 3

description: New Figure 3<br>
DOI: 10.6084/m9.figshare.19027175.v2
title: Figure 3

description: New Figure 3<br>
DOI: 10.6084/m9.figshare.19027175.v1
title: New Figure 3

description: New Figure 3<br>
DOI: 10.5281/zenodo.6546092
title: Data and MATLAB code: Unsustainability of glacier contributions to river discharge during the current Chilean megadrought

description: MATLAB code and data to support the manuscript 'Unsustainability of glacier contributions to river discharge during the current Chilean megadrought' during peer review
description: See README for details
DOI: 10.5281/zenodo.6546091
title: Data and MATLAB code: Unsustainability of glacier contributions to river discharge during the current Chilean megadrought

description: MATLAB code and data to support the manuscript 'Unsustainability of glacier contributions to river discharge during the current Chilean megadrought' during peer review
description: See README for details
DOI: 10.34740/kaggle/dsv/3626236
title: GochiUsa_Faces
DOI: 10.5281/zenodo.6546698
title: FCC-ee lattice

description: Repository containing the FCC-ee lattices.
DOI: 10.5281/zenodo.6344456
title: FCC-ee lattice

description: Repository containing the FCC-ee lattices.
DOI: 10.5525/gla.researchdata.1267
title: Modulated Self-Assembly of an Interpenetrated MIL-53 Sc Metal-Organic Framework with Excellent Volumetric H2 Storage and Working Capacity

description: Experimental data to accompany the manuscript
DOI: 10.6084/m9.figshare.17696924
title: Chronologies from Dalton Highway, Toolik, Deception Bay, Zackenberg, Audkuluheidi, Theistareykir, Ritsem, Långfjället, Setesdal, Hol, Rakkonjarga, Varjjatnjarga, Erkuta and Chokurdakh for the paper “Growth rings show limited evidence for ungulates’ potential to suppress shrubs across the Arctic”, Environmental Research Letters 2022.

description: Chronologies from Dalton Highway, Toolik, Deception Bay, Zackenberg, Audkuluheidi, Theistareykir, Ritsem, Långfjället, Setesdal, Hol, Rakkonjarga, Varjjatnjarga, Erkuta and Chokurdakh for the paper “Growth rings show limited evidence for ungulates’ potential to suppress shrubs across the Arctic”, Environmental Research Letters 2022.
DOI: 10.6084/m9.figshare.17696924.v1
title: Chronologies from Dalton Highway, Toolik, Deception Bay, Zackenberg, Audkuluheidi, Theistareykir, Ritsem, Långfjället, Setesdal, Hol, Rakkonjarga, Varjjatnjarga, Erkuta and Chokurdakh for the paper “Growth rings show limited evidence for ungulates’ potential to suppress shrubs across the Arctic”, Environmental Research Letters 2022.

description: Chronologies from Dalton Highway, Toolik, Deception Bay, Zackenberg, Audkuluheidi, Theistareykir, Ritsem, Långfjället, Setesdal, Hol, Rakkonjarga, Varjjatnjarga, Erkuta and Chokurdakh for the paper “Growth rings show limited evidence for ungulates’ potential to suppress shrubs across the Arctic”, Environmental Research Letters 2022.
DOI: 10.6084/m9.figshare.19763017
title: Turtle cortex whole-cell patch-clamp recordings

description: Whole-cell patch-clamp data from ex vivo preparations of the turtle cortex. Part of the data previously reported in Hemberger et al. 2019. <br> Contents All_IVTraces.mat Membrange voltage traces of neurons under step currents. vm.mat Membrane voltage traces of neurons under spontaneous activity AllConnectionsAndNeuronTypeIndices.mat Table with the amplitude, onset and rise time of all tested synaptic connections under paired-patch setup. <br>
DOI: 10.6084/m9.figshare.19658568.v1
title: Supplementary table deposition-Characterizing the hypoxic performance of a fish using a new metric: PAAS-50

description: Supplementary table deposition
DOI: 10.5281/zenodo.6546736
title: Data for "CO2 ocean bistability on terrestrial exoplanets"

description: Data for reproducing the plots in "CO2 ocean bistability on terrestrial exoplanets," currently (as of 05/13/2022) under review at AGU Advances
DOI: 10.25345/c5ff3m40d
title: MassIVE MSV000089468 - Phaseolus vulgaris domestication metabolomics
title: Metabolomics of wild and domesticated varieties of common bean (Phaseolus vulgaris)
DOI: 10.6084/m9.figshare.19763077
title: Data files for BIOS2 Microbiome Analysis Workshop

description: Data files used in the BIOS2 Microbiome Analysis Workshop, May 2022. <br> Sequence data represent bacterial communities on sugar maple leaves, taken from the article: De Bellis, Laforest-Lapointe, Solarik, Gravel, and Kembel. 2022. Regional variation drives differences in microbial communities associated with sugar maple across a latitudinal range. Ecology (published online ahead of print). doi:10.1002/ecy.3727 <br> <strong>File description</strong> metadata-Qleaf_BACT.csv : sample metadata rawdata-Qleaf_BACT.zip : zip file containing FASTQ sequence raw data files. SILVA138.1.zip : zip file containing DADA2-formatted SILVA version 138.1 taxonomy reference database files used in the workshop
DOI: 10.7294/19735546
title: Alignment files associated with "Evolutionary History of Immunomodulatory Genes of Giant Viruses"

description: Jalview alignment files of the full alignments of all 5 phylogenetic trees. PNG versions, as well. One set with full sequence name and one set annotated with species names.
DOI: 10.7294/19735546.v3
title: Alignment files associated with "Evolutionary History of Immunomodulatory Genes of Giant Viruses"

description: Jalview alignment files of the full alignments of all 5 phylogenetic trees. PNG versions, as well. One set with full sequence name and one set annotated with species names.
DOI: 10.7294/19735546.v2
title: Alignment files associated with "Evolutionary History of Immunomodulatory Genes of Giant Viruses"

description: Jalview alignment files of the full alignments of all 5 phylogenetic trees. PNG versions, as well. One set with full sequence name and one set annotated with species names.
DOI: 10.5281/zenodo.5554849
title: CSF18

description: <strong>CSF18 - Multimodal database of French Cued-speech (revised in 2022)</strong> Dataset used in "Visual recognition of continuous Cued Speech using a tandem CNN-HMM approach", by Liu, Hueber, Feng, Beautemps (submitted to Interspeech 2018) 476 sentences (i.e. 2 repetitions of 238 sentences) uttered by a professional French Cued-speech coder video/ PNG images, 576x720, 50fps (after deinterleave) audio/ WAV, 16kHz, 16bits prompt.txt: Text prompt of the recorded sentences corpus_mlf.txt: Phonetic transcription aligned on the audio signal (HTK format, Master Label File) obtained using the LiaPhon phonetizer and a forced-alignment HMM-based procedure (no manual check) corpus_mlf_updated_icassp2022.txt: Manually checked/cleaned version of corpus_mlf.txt (see Sankar et al., ICASSP 2022 paper) phonelist.txt: list of the 34 labels used to encode French phonemes at GIPSA-lab.
DOI: 10.5281/zenodo.1206000
title: CSF18

description: <strong>CSF18 - Multimodal database of French Cued-speech (revised in 2022)</strong> Dataset used in "Visual recognition of continuous Cued Speech using a tandem CNN-HMM approach", by Liu, Hueber, Feng, Beautemps (submitted to Interspeech 2018) 476 sentences (i.e. 2 repetitions of 238 sentences) uttered by a professional French Cued-speech coder video/ PNG images, 576x720, 50fps (after deinterleave) audio/ WAV, 16kHz, 16bits prompt.txt: Text prompt of the recorded sentences corpus_mlf.txt: Phonetic transcription aligned on the audio signal (HTK format, Master Label File) obtained using the LiaPhon phonetizer and a forced-alignment HMM-based procedure (no manual check) corpus_mlf_updated_icassp2022.txt: Manually checked/cleaned version of corpus_mlf.txt (see Sankar et al., ICASSP 2022 paper) phonelist.txt: list of the 34 labels used to encode French phonemes at GIPSA-lab.
DOI: 10.6084/m9.figshare.19763129
title: Supporting Data from Influence of visual background on discrimination of signal-relevant colours in zebra finches (<i>Taeniopygia guttata</i>)

description: Bird pass frequency data for all color discrimination trials.
DOI: 10.6084/m9.figshare.19763129.v1
title: Supporting Data from Influence of visual background on discrimination of signal-relevant colours in zebra finches (<i>Taeniopygia guttata</i>)

description: Bird pass frequency data for all color discrimination trials.
DOI: 10.6084/m9.figshare.12292871.v1
title: Multi-criteria spatial-based modelling for optimal alignment of roadway by-passes in the Tlokweng planning area, Botswana

description: In this study, Spatial Multi-Criteria Evaluation and the least cost path analysis were applied to find the optimal by-pass road alignment in the Tlokweng Planning Area in Botswana. One-At-a-Time sensitivity analysis and the statistical test for zero proportion were used to investigate the robustness of the entire model. Four alternative by-pass roads were produced stressing economic, environmental, and social suitability as well as trade-offs between the groups. The results showed that the social alternative performs best. Sensitivity analysis and statistical test for zero proportion revealed four criteria as sensitive.
DOI: 10.6084/m9.figshare.12292871
title: Multi-criteria spatial-based modelling for optimal alignment of roadway by-passes in the Tlokweng planning area, Botswana

description: In this study, Spatial Multi-Criteria Evaluation and the least cost path analysis were applied to find the optimal by-pass road alignment in the Tlokweng Planning Area in Botswana. One-At-a-Time sensitivity analysis and the statistical test for zero proportion were used to investigate the robustness of the entire model. Four alternative by-pass roads were produced stressing economic, environmental, and social suitability as well as trade-offs between the groups. The results showed that the social alternative performs best. Sensitivity analysis and statistical test for zero proportion revealed four criteria as sensitive.