cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13088834
title: MS_Sediment-Filtering_Dataset

description: The raw sequence data were deposited into the National Center for Biotechnology Information (NCBI) Sequence Read Archive (SRA) under the accession number PRJNA559761. The ASV matrix, the taxonomy and sample table generated in this study have been deposited in the Figshare data repository.
DOI: 10.5281/zenodo.4116105
title: Output data from: Land Use and Land Cover Map of Mount Namuli and surroundings in Mozambique

description: This repository includes the land use and land cover map of the Gurué region and the Mount Namuli in Mozambique, using remote sensing and Sentinel 2 images. Gurué is located in the northwest of the Zambezia province and 150 km from the Malawi border. The Mount Namuli Massif, located in the north of the city, covers an area of about 200 km² at an altitude above 1200 m (Timberlake et al., 2009). The highest point of the massif, Mount Namuli, reaches 2,419 m. It is the second highest peak in Mozambique after Mount Binga (2,436 m) located in the Chimanimani National Reserve (Manica Province). The region surrounding Mount Namuli is inhabited by local communities who rely on it heavily for ecosystem services. Although, the area’s biodiversity is greatly threatened by conversion of forests and grasslands by these communities for subsistence and local market agriculture. There is minimal local government involvement in the area for conservation activities or social services, and thus there has been no effective management of natural resources. Mount Namuli is relatively small in extent but incredibly diverse and a part of the unique mountain island chain of inselbergs in northern Mozambique. Mount Namuli’s slopes are covered by a mosaic of forests, grasslands, and agricultural land. Rates of habitat loss, particularly across high conservation value areas above 1,200 meters, are increasing, driven primarily by the introduction of crops, such as the Irish potato, which exhaust the soils. The high rates of forest conversion underway on the mountain’s upper slopes must be halted immediately and long-term plans for natural resource management must be implemented if Mount Namuli’s remaining biodiversity is to be retained. The methodology used in this study is based on a classical approach of remote sensing: satellite image collection (cloud-free and shadow free Sentinel 2, 10 m resolution, two season), identification of land use typology (based on field campains), delineation of training plots, supervised classification of land use using a statistical model (Random Forest) and finally, calculation of land occupation statistics. The methodology and statistics are presented in the report included in the repository.
DOI: 10.5281/zenodo.4117707
title: Does recent fire activity impact fire-related traits of Pinus halepensis Mill. and Pinus sylvestris L. in the French Mediterranean area?

description: Data used for analyses in the paper by Romero B. and Ganteaume A., published in Annals of Forest Science in 2020. PS : <em>Pinus sylvestris</em> PH : <em>Pinus halepensis</em>
DOI: 10.5281/zenodo.4063450
title: Does recent fire activity impact fire-related traits of Pinus halepensis Mill. and Pinus sylvestris L. in the French Mediterranean area?

description: Data used for analyses in the paper by Romero B. and Ganteaume A., published in Annals of Forest Science in 2020. PS : <em>Pinus sylvestris</em> PH : <em>Pinus halepensis</em>
DOI: 10.6084/m9.figshare.13128755.v1
title: GPS_Daten_Berlin_Beispiele_erzeugen.R

description: GPS Geokoordinaten
DOI: 10.6084/m9.figshare.13128755
title: GPS_Daten_Berlin_Beispiele_erzeugen.R

description: GPS Geokoordinaten
DOI: 10.6084/m9.figshare.13128782
title: Supplementary Material for: Anemia Predicts Poor Clinical Outcome in Mechanical Thrombectomy Patients with Fair or Good Collateral Circulation

description: <b><i>Background and Purpose:</i></b> Anemia predicts poor clinical outcome of ischemic stroke in the general stroke population. We studied whether this applies to those treated with mechanical thrombectomy for proximal anterior circulation occlusion in the setting of differing collateral circulation. <b><i>Methods:</i></b> We collected the data of 347 consecutive anterior circulation stroke patients who underwent mechanical thrombectomy after multimodal CT imaging in a single tertiary stroke care center. Patients with occlusion of the internal carotid artery and/or the first segment of the middle cerebral artery were included. We recorded baseline clinical, laboratory, procedural, and imaging variables, and the technical, imaging, and clinical outcomes. Differences between anemic and nonanemic patients were studied with appropriate statistical tests and binary logistic regression analysis. <b><i>Results:</i></b> Ninety-four out of the 285 patients eligible for analysis had anemia, and 243 had fair or good collateral circulation (collateral score, CS, &gt;0). Fifty-four percent of the patients experienced good 3-month clinical outcome (modified Rankin Scale ≤2). In pooled analyses of the CS 1–4 and 2–4 ranges, nonanemic patients had good clinical outcome significantly more often (<i>p</i> &lt; 0.001 for both). This effect was not seen in patients with poor collateral circulation (CS = 0). Nonanemic patients had significantly better odds of good clinical outcome (OR = 2.6, 95% CI 1.377–5.030, <i>p</i> = 0.004) in a binary regression model. A 0.1 g/dL increase in hemoglobin improved the odds of good clinical outcome by 2% (OR = 1.02, 95% CI 1.002–1.044, <i>p</i> = 0.03). <b><i>Conclusions:</i></b> Low hemoglobin on admission predicts poor clinical outcome in mechanical thrombectomy patients with fair or good collateral circulation.
DOI: 10.6084/m9.figshare.13128782.v1
title: Supplementary Material for: Anemia Predicts Poor Clinical Outcome in Mechanical Thrombectomy Patients with Fair or Good Collateral Circulation

description: <b><i>Background and Purpose:</i></b> Anemia predicts poor clinical outcome of ischemic stroke in the general stroke population. We studied whether this applies to those treated with mechanical thrombectomy for proximal anterior circulation occlusion in the setting of differing collateral circulation. <b><i>Methods:</i></b> We collected the data of 347 consecutive anterior circulation stroke patients who underwent mechanical thrombectomy after multimodal CT imaging in a single tertiary stroke care center. Patients with occlusion of the internal carotid artery and/or the first segment of the middle cerebral artery were included. We recorded baseline clinical, laboratory, procedural, and imaging variables, and the technical, imaging, and clinical outcomes. Differences between anemic and nonanemic patients were studied with appropriate statistical tests and binary logistic regression analysis. <b><i>Results:</i></b> Ninety-four out of the 285 patients eligible for analysis had anemia, and 243 had fair or good collateral circulation (collateral score, CS, &gt;0). Fifty-four percent of the patients experienced good 3-month clinical outcome (modified Rankin Scale ≤2). In pooled analyses of the CS 1–4 and 2–4 ranges, nonanemic patients had good clinical outcome significantly more often (<i>p</i> &lt; 0.001 for both). This effect was not seen in patients with poor collateral circulation (CS = 0). Nonanemic patients had significantly better odds of good clinical outcome (OR = 2.6, 95% CI 1.377–5.030, <i>p</i> = 0.004) in a binary regression model. A 0.1 g/dL increase in hemoglobin improved the odds of good clinical outcome by 2% (OR = 1.02, 95% CI 1.002–1.044, <i>p</i> = 0.03). <b><i>Conclusions:</i></b> Low hemoglobin on admission predicts poor clinical outcome in mechanical thrombectomy patients with fair or good collateral circulation.
DOI: 10.5281/zenodo.4059924
title: Research data supporting "In Vivo Biomolecular Imaging of Zebrafish Embryos using Confocal Raman Spectroscopy"

description: Research raw data supporting Hogset et al., "In vivo biomolecular imaging of zebrafish embryos using confocal Raman spectroscopy", 2020, Nature Communications.
DOI: 10.5281/zenodo.4059923
title: Research data supporting "In Vivo Biomolecular Imaging of Zebrafish Embryos using Confocal Raman Spectroscopy"

description: Research raw data supporting Hogset et al., "In vivo biomolecular imaging of zebrafish embryos using confocal Raman spectroscopy", 2020, Nature Communications.
DOI: 10.21227/zza8-hm91
title: SynSpeechDDB: a new synthetic speech detection database

description: A speech dataset used for fake speech detection. The fake speech are generated by 8 well-known latest deep learning based open-sourced tools and 8 commercial speech synthesis products. All speech are in Chinese or English. It contains more than 127,890 synthetic speechand 14,400 natural speech in English and mandarin Chinese languages.
DOI: 10.6084/m9.figshare.13128794
title: Supplementary Material for: Recent Practice Patterns and Variations in Children Hospitalized for Asthma Exacerbation in Japan

description: <b><i>Background:</i></b> High antibiotic prescribing rates for adults with an asthma exacerbation have been reported in developed countries, but few studies have assessed the variation of antibiotic and adjunctive treatment in the routine care of children. <b><i>Objective:</i></b> We evaluated the trends in health resource utilization for children hospitalized for asthma exacerbation, ascertained the variations of practices across hospitals and geographic location, and classified these different patterns at hospital levels. <b><i>Methods:</i></b> Using data on Japanese children hospitalized for asthma exacerbation with no indication of bacterial infection during 2010–2018, we conducted a retrospective observational study to assess the trends in initial treatment patterns and their variations. Mixed-effect generalized linear models were used to investigate the treatment trends. Hierarchical cluster analyses were performed to classify the treatment variations across hospitals. <b><i>Results:</i></b> Overall, 54,981 children were eligible for the study. Proportions of antibiotic use decreased from 47.2% in 2010 to 26.9% in 2018. Similarly, utilization of antitussives, antihistamines, and methylxanthine showed decreasing trends over the period, whereas the use of mucolytics and ambroxol increased. These treatment variations were more considerable in hospital levels than in 47 prefecture levels. Hierarchical cluster analyses classified these patterns into 6 groups, mostly based on mediator release inhibitor, ambroxol, and antitussives. <b><i>Conclusions:</i></b> Wide variations in antibiotics and adjunctive treatments were observed across hospital levels. Our findings support the improvement in reducing inappropriate antibiotic use and highlight the need for comparative effectiveness research of the adjunctive treatments among children hospitalized for asthma.
DOI: 10.6084/m9.figshare.13128794.v1
title: Supplementary Material for: Recent Practice Patterns and Variations in Children Hospitalized for Asthma Exacerbation in Japan

description: <b><i>Background:</i></b> High antibiotic prescribing rates for adults with an asthma exacerbation have been reported in developed countries, but few studies have assessed the variation of antibiotic and adjunctive treatment in the routine care of children. <b><i>Objective:</i></b> We evaluated the trends in health resource utilization for children hospitalized for asthma exacerbation, ascertained the variations of practices across hospitals and geographic location, and classified these different patterns at hospital levels. <b><i>Methods:</i></b> Using data on Japanese children hospitalized for asthma exacerbation with no indication of bacterial infection during 2010–2018, we conducted a retrospective observational study to assess the trends in initial treatment patterns and their variations. Mixed-effect generalized linear models were used to investigate the treatment trends. Hierarchical cluster analyses were performed to classify the treatment variations across hospitals. <b><i>Results:</i></b> Overall, 54,981 children were eligible for the study. Proportions of antibiotic use decreased from 47.2% in 2010 to 26.9% in 2018. Similarly, utilization of antitussives, antihistamines, and methylxanthine showed decreasing trends over the period, whereas the use of mucolytics and ambroxol increased. These treatment variations were more considerable in hospital levels than in 47 prefecture levels. Hierarchical cluster analyses classified these patterns into 6 groups, mostly based on mediator release inhibitor, ambroxol, and antitussives. <b><i>Conclusions:</i></b> Wide variations in antibiotics and adjunctive treatments were observed across hospital levels. Our findings support the improvement in reducing inappropriate antibiotic use and highlight the need for comparative effectiveness research of the adjunctive treatments among children hospitalized for asthma.
DOI: 10.34740/kaggle/dsv/1579474
title: Musical Emotions Classification
DOI: 10.6084/m9.figshare.13033994
title: Metadata record for: SignBase, a collection of geometric signs on mobile objects in the Paleolithic

description: This dataset contains key characteristics about the data described in the Data Descriptor SignBase, a collection of geometric signs on mobile objects in the Paleolithic. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> <br>
DOI: 10.6084/m9.figshare.13033994.v1
title: Metadata record for: SignBase, a collection of geometric signs on mobile objects in the Paleolithic

description: This dataset contains key characteristics about the data described in the Data Descriptor SignBase, a collection of geometric signs on mobile objects in the Paleolithic. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> <br>
DOI: 10.5281/zenodo.4117801
title: PetrocShelley/Measured_solid_state_and_sub_cooled_liquid_vapour_pressures_of_benzaldehydes_using_KEMS_data_set: Pre release

description: All data files for the Measured solid state and sub-cooled liquid vapour pressures of benzaldehydes using Knudsen effusion mass spectrometry by Shelley et al.
DOI: 10.5281/zenodo.4117800
title: PetrocShelley/Measured_solid_state_and_sub_cooled_liquid_vapour_pressures_of_benzaldehydes_using_KEMS_data_set: Pre release

description: All data files for the Measured solid state and sub-cooled liquid vapour pressures of benzaldehydes using Knudsen effusion mass spectrometry by Shelley et al.
DOI: 10.25919/5f915d2628211
title: Parkes observations for project P1041 semester 2020APRS_21

description: We recently discovered five millisecond pulsars (MSPs) in the globular cluster Omega Centauri. This is the first pulsar discovery in this globular cluster. Four of these pulsars are isolated with spin periods of 4.1, 4.2, 4.6 and 6.8ms. The fifth has a spin period of 4.8ms and is in an eclipsing binary system with an orbital period of 2.1 hours. We propose to carry out a timing campaign of these new pulsars in order to study the dynamics in the core of Omega Centauri, to reveal the origin of Gamma-ray emission from the core, and to probe the ionised interstellar medium in Omega Centauri. Our proposed observations will also enable us to carry out deeper searches of pulsars in the cluster.
DOI: 10.5281/zenodo.4117827
title: Sentiment Quantification Datasets

description: These files are contain the tokenized reviews that are used for quantication experiments on text. IMDB is derived from the IMDB dataset from Maas et al., 2011 (https://ai.stanford.edu/~amaas/data/sentiment/).<br> The version of the IMDB content in this dataset has minimal processing with respect to the original dataset, yet, it is provided to unsure reproducibility of experiments. HP and Kindle dataset are Amazon reviews collected by the authors. The reviews are respectively about the books in the Harry Potter series, and about the Kindle e-book reader.
DOI: 10.5281/zenodo.4117826
title: Sentiment Quantification Datasets

description: These files are contain the tokenized reviews that are used for quantication experiments on text. IMDB is derived from the IMDB dataset from Maas et al., 2011 (https://ai.stanford.edu/~amaas/data/sentiment/).<br> The version of the IMDB content in this dataset has minimal processing with respect to the original dataset, yet, it is provided to unsure reproducibility of experiments. HP and Kindle dataset are Amazon reviews collected by the authors. The reviews are respectively about the books in the Harry Potter series, and about the Kindle e-book reader.
DOI: 10.5517/ccdc.csd.cc21djtt
title: CCDC 1888886: Experimental Crystal Structure Determination

description: Related Article: Arindam Ghosh, Syamasrit Dash, A. Srinivasan, C. H. Suresh, S. Peruncheralathan, Tavarekere K. Chandrashekar|2019|Org.Chem.Front.|6|3746|doi:10.1039/C9QO01162E
DOI: 10.5517/ccdc.csd.cc22j6wq
title: CCDC 1922213: Experimental Crystal Structure Determination

description: Related Article: Goutam Pahari, Biswajit Bhattacharya, C. Malla Reddy, Debajyoti Ghoshal|2019|Chem.Commun.|55|12515|doi:10.1039/C9CC04765D
DOI: 10.5517/ccdc.csd.cc22j6ys
title: CCDC 1922215: Experimental Crystal Structure Determination

description: Related Article: Goutam Pahari, Biswajit Bhattacharya, C. Malla Reddy, Debajyoti Ghoshal|2019|Chem.Commun.|55|12515|doi:10.1039/C9CC04765D
DOI: 10.5517/ccdc.csd.cc23btgr
title: CCDC 1946814: Experimental Crystal Structure Determination

description: Related Article: Anna A. Mukhacheva, Alexandra A. Shmakova, Victoria V. Volchek, Tamara E. Romanova, Enrico Benassi, Artem L. Gushchin, Vadim Yanshole, Dmitri G. Sheven, Nikolay B. Kompankov, Pavel A. Abramov, Maxim N. Sokolov|2019|Dalton Trans.|48|15989|doi:10.1039/C9DT03328A
DOI: 10.5517/ccdc.csd.ccyz041
title: CCDC 892773: Experimental Crystal Structure Determination

description: Related Article: Kiran T Dhavskar, K. Ravikumar, B. Sridhar, Bikshandarkoil R Srinivasan|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc25kjr1
title: CCDC 2012853: Experimental Crystal Structure Determination

description: Related Article: haitao Yuan|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc25vd3k
title: CCDC 2021358: Experimental Crystal Structure Determination

description: Related Article: Kasai Kayoko, Saito Atsushi, Sato Shun|2017|Bulletin of Miyagi University of Education|51|83|
DOI: 10.5517/ccdc.csd.cc25vd4l
title: CCDC 2021359: Experimental Crystal Structure Determination

description: Related Article: Kasai Kayoko, Saito Atsushi, Sato Shun|2017|Bulletin of Miyagi University of Education|51|83|
DOI: 10.5281/zenodo.4117797
title: Code & Data from: Development of a low cost open-source ultrasonic device for plant height measurements

description: Code and data for the study "Development of a low cost open-source ultrasonic device for plant height measurements" We here provide source code and source data for the study "Development of a low cost open-source ultrasonic device for plant height measurements" Code:<br> - Arduino code (management of the electronic circuit): "Arduino_ultrasonic_sensor.ino"<br> - OpenSCAD code (3D-printing): "3DShells_ultrasonic_sensor.scad"<br> - R code (statistical analysis of field test): "Field_test_analysis.R"<br> --------------------------------------------------------------------------<br> Data:<br> - Plant height measurements performed on 26 sorghum genotypes (inbred lines) with a ruler ("Ruler.csv") and with the sensor ("Sensor.csv"). Measurements were performed on 24 September 2020, without wind, with an air humidity of 56%, and an air temperature of 24.6°C. All inbred lines were then at the grain filling stage and their vertical growth was completed. In each plot, a single operator selected three plants randomly, avoiding external rows to prevent border effects, and measured their heights using the ultrasonic device. After measuring the 26 plots, the operator repeated the exact same protocol with the ruler, measuring the same three plants in each plot. When using the ruler, plant height values were reported to a paper sheet by the operator. The height of a plant was defined as the perpendicular distance from the soil at its base to the highest point reached with all parts in their natural position. The two data files have the same structure with 2 columns: "id_geno" which is the ID of the measurement, combining the identity of the genotype and the replicate (e.g. "Geno_07_2" = second replicate of Genotype 07), and "hauteur", the plant height value expressed in cm. When using the ruler, the operator spent 15 min and 23 s to complete all measurements in the field, and 3 min and 27 s to enter all data manually in a digital file.<br> When using the sensor, the operator spent 10 min and 52 s to complete all measurements in the field, and manual transcription was not needed since all measurements are instantaneously saved on an SD card.
DOI: 10.6084/m9.figshare.12123588
title: Dataset: Valence and Arousal of Words in Visual and Conceptual Interference Control Efficiency

description: Cognitive control efficiency is susceptible to the emotional state of an individual. The aim of the current experiment was to search for the role of valence and arousal of emotion-laden words in a performance efficiency of a modified emotional Stroop task (EST) combined with the flanker task. Both paradigms allow for the measurement of the interference control, but interference appears on different stages of stimulus processing. In the flanker task, the interference is perceptual, while in EST, it is based on the emotional meaning of stimuli. We expected to find the effects of emotionality of words, that is, arousal and valence levels, for interference measured with EST. In a series of two experiments, the results confirmed that a high arousal level enlarges the reaction latencies to the EST. We also identified interaction between valence and arousal in shaping reaction latencies. We found the flanker congruency effect. We did not find interactions between emotional factors and flanker congruency. This suggests that interference measured with the EST and flanker task are in fact different from one another, and while using the modified EST combined with the flanker task, the word-meaning effects do not interfere with pure perceptual interferences.<b></b>
DOI: 10.15128/r2gh93gz51k
title: Image Classification of Marine-Terminating Outlet Glaciers using Deep Learning Methods: Pre-trained Models [dataset]

description: The models can be applied using the scripts published in the Zenodo repository: http://doi.org/10.5281/zenodo.4081095
description: This dataset includes the convolutional neural network (CNN) models trained for image classification of marine-terminating outlet glaciers using a deep learning workflow. Specifically the models are pre-trained using 13 images of Helheim Glacier and can be used for classification of marine-terminating outlet glaciers anywhere in the world. There are nine models in the dataset trained using image tile sizes of 50x50, 75x75, and 100x100 pixels.
description: Deep Learning
DOI: 10.21227/ef2e-ph51
title: Model4

description: KNN on distributions.New preprocess.Monthly features.
DOI: 10.6084/m9.figshare.13125608
title: R0310_20191119a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13125608.v1
title: R0310_20191119a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.21227/g66n-9c85
title: Model4.1

description: KNN distributions.New preprocess.Only missing values.
DOI: 10.6084/m9.figshare.13019966.v2
title: FaceBold

description: The preprocessed fMRI data of the FaceBold dataset.