cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/8xj-z5x-zhv
title: †Eochonetes Reed, 1917

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b9y-6xm-g04
title: Favositida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23173277.v1
title: polymesh

description: the polymesh of rock model with high or low porosity and permeability
DOI: 10.6084/m9.figshare.28468838.v1
title: headers per 90 minutes and non-headers per 90 minutes.R

description: R code used in study of video analysis of head impacts. This version is updated after peer-review, where non-header calculation was changed from per 1000 match hours (injury definition) to per 90 match minutes (football match definition).Intended to work with the uploaded, anonymous dataset.
DOI: 10.6084/m9.figshare.3120979.v1
title: T1DM echo database.xlsx

description: dataset used for the article "Tissue Doppler imaging is a sensitive echocardiographic technique to detect subclinical systolic and diastolic dysfunction of both ventricles in type 1 diabetes mellitus"
DOI: 10.6084/m9.figshare.6007316.v5
title: Statistical script and datasets

description: R scripts (pdf and R code) and datasets (excel files) used for the sequence analysis and the playbacks analysis. Methods and details can be found in the related article.<br><br>
DOI: 10.3535/ll7-n23-mlk
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tq6-tm9-hvd
title: Heliolitoidea

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3859653.v1
title: Ten journals sharing data in Dryad

description: Graphs and data for ten journals sharing data in the Dryad digital repository.
DOI: 10.6084/m9.figshare.8264132.v2
title: Enviromics_data

description: Data files used in Resende, RT et al. 2020. <b><i>Enviromics</i> in breeding: applications and perspectives on envirotypic-assisted selection</b>. Theoretical and Applied Genetics.<br><br><b>File</b><i><b> code_data-simulation.R:</b></i> R Code lines by which the simulated envirotypic (File S1) and genotypic and phenotypic (File S2) data files were obtained. Running these commands will produce different data sets than the ones appended, given the stochastic nature of the simulation process<br><b>File <i>S1_envdat.txt</i>:</b> Simulated envirotypic marker data. Fifty trials were randomly allocated to a square area covered 10,000 pixels (rows). Data for external environmental variables that could potentially affect yield in the area were simulated. One hundred overlapping rasters (columns) corresponding to climate and landscape-based environmental attributes (EA) containing envirotypic information were simulated, each raster corresponding to a grid of all 10,000 pixels in the area, i.e. an enviromic marker.<br><b>File <i>S2_pheno.txt</i>:</b> Simulated data of a phenotypic response trait with a broad-sense heritabilty (h²) ≈ 0.10. (ex. agricultural yield) for 100 unrelated genotyped (ex. lines, clones) across 50 experimental trials totaling 5,000 experimental plots.
DOI: 10.3535/047-4g1-apy
title: Favositida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9dd-46b-ck6
title: Heliolitoidea

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.c.3684247_d1.v1
title: Additional file 2: Table S1. of Pathogenic variant burden in the ExAC database: an empirical approach to evaluating population data for clinical variant interpretation

description: List of the all NMDpositive variants with allele frequencies greater than 0.01% in the set of genes described in TableÂ 2. Known and suspected founder mutations are indicated. PCD primary ciliary dyskinesia. (XLSX 48 kb)
DOI: 10.3535/1xl-z29-r22
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fnq-lht-lkn
title: Favositida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lzd-gxn-648
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x10-ld4-4vg
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23612637.v3
title: Supplementary Data for Kashiwabara et al.

description: Supplementary Data files for Kashiwabara et al., Effects of cortisol, epinephrine, and bisphenol contaminants on the transcriptional landscape of marine mammal blubber
DOI: 10.6084/m9.figshare.25883773.v1
title: Untitled ItemIn the light of the relationship between the universe and man: the different meanings for analyzing dreams based on the relationship between dreams' symbols and language symbols.

description: This study is about "The different meanings for analyzing dreams based on the relationship between dreams' symbols and language symbols ". This is an indicative analysis topic that discusses the semantic and indicative meanings for language words based on the language fields of synonymy, opposites, similarities, and through the metaphorical meanings for the words. It starts from the original sensual clear meaning to the moral sub meaning of the words, and the relationship between the indication of the dream symbol and the real and metaphoric language meaning. In this study, I used the descriptive, indicative, analytic method, to highlight the diversity of the indicative relation between dream symbols and what it refers to in the real life. It is to show the …
DOI: 10.17632/n642zy2b9r
title: Data for: 3D Geological Structure Inversion from Noddy-Generated Magnetic Data Using Deep Learning Methods
DOI: 10.3535/qwv-gdh-was
title: Thalassinoides suevicus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/scs-3zt-78k
title: Amphibole

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23710311.v1
title: <strong>Assessment of Indoor and Outdoor Formaldehyde, TVOC, PM2.5, and PM10 Levels</strong> <strong>in Kalasin, Thailand</strong>

description: The study was conducted in Kalasin Province in order to determine the levels of formaldehyde, TVOCs, PM2.5, and PM10 present in the air both inside and outside at seven different locations. These locations included important roadways, residential neighborhoods, shopping centers, motorcycle repair shops, gas stations, industrial zones, and rural areas. The findings revealed that formaldehyde levels in stores and motorbike maintenance facilities exceed the Thai Air Standard. This is an important discovery that can help improve air quality in these areas.
DOI: 10.6084/m9.figshare.27448605.v2
title: The experimental data

description: 实验数据
DOI: 10.3535/bsd-ajt-qaq
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qgf-5n8-2t6
title: Amphibole

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5281/zenodo.4276105
title: القرآن الكريم al-Qurʼān [IO Islamic 5A]

description: al-Qurʼān القرآن الكريم
	
This manuscript is now IO Islamic 5A in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 31 here with further notations and hyperlinks].



31.


5 A. Size 71/4 in. by 41/4 in.; foll. 336. Fifteen lines in a page.


Similar to the preceding copy, and evidently written by the same scribe. Foll. 280-284 have been misplaced in binding.
DOI: 10.5281/zenodo.4276106
title: القرآن الكريم al-Qurʼān [IO Islamic 5A]

description: al-Qurʼān القرآن الكريم
	
This manuscript is now IO Islamic 5A in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 31 here with further notations and hyperlinks].



31.


5 A. Size 71/4 in. by 41/4 in.; foll. 336. Fifteen lines in a page.


Similar to the preceding copy, and evidently written by the same scribe. Foll. 280-284 have been misplaced in binding.
DOI: 10.3535/7t9-r36-sm3
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g9m-cf6-p91
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m19-etk-1n2
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ssh-a59-4l2
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20372595.v1
title: Table S2

description: List of plasmids that encode a Rep_PriCT replication initiation protein, their accession number and meta data
DOI: 10.3535/zfl-mla-e1a
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.791586.v1
title: Algorithm for Multi-Source Deep Transfer Learning

description: The basic architecture of a deep transfer algorithm with separation of concerns. The algorithm is feed some data <em>D</em>, has some bank of prior knowledge in <strong>D</strong>, and relies on two components: a standard machine learning algorithm to analyze the data, and an agent to build an informative prior and/or set the hyperparameters. In this particular case, supervised learning is done with Gaussian processes, but it could also use Support Vector Machines (setting the parameters) or any other supervised learning algorithm. We are looking for the best model given our data and our bank of prior data-sets. In this case, the agent's role is to establish the prior, i.e.: to create a bias toward more likely functions, and choose the hyper-parameters for Gaussian inference. Modelling with Gaussian processes requires a few free parameters (the hyperparameters) and the agent learn to select them. To search efficiently, the agent (reinforcement learning) will use natural language processing, read the labels in the data-sets, i.e.: x1 = humidity, x2 = Linux distribution, and learn to exploit this information to establish the best informative prior. Unlike other deep transfer algorithms like TAMAR, this approach can deal with an arbitrarily high number of sources and has no fixed method of performing transfer: it learns to do it. Reinforcement learning relies on rewards, in this case the reward will be established by the errors of the model during cross-validation and generalization, and how well it performs against a non-informative prior (if available). It should be possible to also tests agents against each other (i.e.: each with a different supervised learning algorithm). An important tool used to exploit the information in the label will be semantic clustering (unsupervised learning), which should clusters similar variables together and help the agent learn how to perform effective transfer.
DOI: 10.3535/lq0-f68-v3v
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tt8-mcy-r8a
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.c.3806368_d5.v1
title: Additional file 5: Table S3. of Biologically constrained optimization based cell membrane segmentation in C. elegans embryos

description: Deviation between two adjacent time points for all cell shape features (XLSX 9 kb)
DOI: 10.3535/2c3-qhf-t9v
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pt7-nkp-xdr
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28574066.v1
title: <b>Unveiling the Soil Crisis: The economic and environmental toll of freeze-thaw cycles by century's end</b>

description: Prediction of carbon and nitrogen under different scenarios in the future by xgboost model
DOI: 10.3535/s16-7w2-2fq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wjg-xlj-qqt
title: Favosites jaaniensis

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8y2-ag2-lfr
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y9p-346-xey
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.6874871.v7
title: EEG anticipation of random high and low arousal faces and sounds

description: Materials related to the paper "EEG anticipation of random high and low arousal faces and sounds" available at https://f1000research.com/articles/8-1508/v2<br>Auditory stimuli must be requested to the corresponding author due to copyright restrictions.<br>It also includes the Extended data related to the paper "Applying machine learning EEG signal classification to emotion‑related brain anticipatory activity" <br><br>
DOI: 10.3535/05r-scp-bhc
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l6a-nbj-q4s
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13455110.v1
title: Cross Cultural Adaptation Of The Participation And Environmental Measure For Children And Youth To The Indian Context - DATASET

description: The dataset belongs to a mixed methods study for cultural adaptation and psychometric validation of the participation and environment measure for children and youth(PEMCY), to the Indian context, using a mixed method approach, conducted at Ummeed Child Development Center, Mumbai, India.
DOI: 10.3535/21p-0k8-ht9
title: Mcleodea sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jp5-0px-07s
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21558885.v1
title: Bathymetry

description: GEBCO Bathymetry Bay of Bengal
DOI: 10.6084/m9.figshare.c.3673837_d1.v1
title: Additional file 2: of Genetic relatedness analysis reveals the cotransmission of genetically related Plasmodium falciparum parasites in ThiĂ¨s, Senegal

description: SRA BioProject accession numbers. (XLSX 35 kb)
DOI: 10.3535/1tj-2kh-m2t
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28225622
title: Direct Observation of Colloidal Quasicrystallization

description: Coordinates of particles in quasicrystals
DOI: 10.6084/m9.figshare.28225622.v1
title: Direct Observation of Colloidal Quasicrystallization

description: Coordinates of particles in quasicrystals
DOI: 10.3535/b9q-vaf-8s0
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qjb-p73-vt7
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28502264.v1
title: Student Voice Thesis.nvpx

description: This is data utilizing abductive coding for analyzing student voice articles, materials, and media created by adult researchers, adult practitioners, and student leaders/organizations.This data looks at over 50 articles written by adult scholars in student voice, adult education leaders, and student leaders/organizations. This data demonstrates how adults define student voice without explicitly consulting or member-checking youth.
DOI: 10.3535/6wh-j0h-l81
title: Halite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t9z-vq6-ne9
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14984718.v1
title: Percentage change in electricity demand for working days

description: Change in electricity demand for weekdays in Germany, Italy, Spain and France, under the WFH, SLD and FLD phases with respect to their corresponding references, expressed in percentage
DOI: 10.6084/m9.figshare.22787849.v1
title: <strong>Artificial intelligence in supply chain management: Enablers and constraints in pre-development, deployment, and post-development stages</strong>

description: Driven by an insufficient understanding of theoretical research about the enablers and constraints of Artificial Intelligence (AI) on supply chain research, this paper investigates factors that exist in the pre-development, deployment, and post-development stages which either promote or impede the successful adoption and implementation of AI. To bridge the research gap in the field of AI adoption and implementation, this study conducted a comprehensive systematic review of the literature using thematic analysis over a 30-year period, encompassing 361 journal publications from reputable sources.
DOI: 10.6084/m9.figshare.25002353.v1
title: Supplement to "Climate policies for carbon neutrality should not rely on the uncertain increase of carbon storage in existing forests"

description: Supplementary data to "Climate policies for carbon neutrality should not rely on the uncertain increase of carbon storage in existing forests"This dataset contains data on potential biomass at global scale at 10 km resolution under current and future climate scenarios, discussed in the paper <i>Climate policies for carbon neutrality should not rely on the uncertain increase of carbon storage in existing forests</i>. In the paper we make the distinction between potential realised biomass, i.e. the maximum biomass expected under given environmental conditions (climate, topography and soil), and biomass carrying capacity, which is potential biomass adjusted for naturally occurring disturbance regimes. For details, see the material and methods section of the paper.This dataset provides potential realised biomass (PRB) and natural disturbance regimes (DR) for current (1970-2000) and future climate conditions (2081-2100), with 3 future climate scenarios (SSP1-2.6, SSP2-4.5 and SSP3-7.0) with the future climate being derived by 23 Earth system models. The climate data is sourced from the WorldClim V2.1 dataset<sup>1</sup>. The dataset presented here reports the same climate models, and a subset of the periods and scenarios.The filenames in this repository are created in the following way:<i>current climate</i>:{variable}_current_climate.tif<i>future climate</i>:{variable}_{climate model}_{climate scenario}_{climate period}.tifBiomass carrying capacity can be calculated with the following formula. For more details and a description on how to derive the CO<sub>2</sub> fertilization parameter (F<sub>CO</sub><sub>2</sub>) we refer to the methods section in the paper.BCC = PRB * (1 - DR) * F<sub>CO</sub><sub>2</sub>Climate modelsSee https://www.worldclim.org/data/cmip6/cmip6climate.htmlClimate scenariosSSP1–2.6: Sustainability. Low GHG emissions: CO<sub>2</sub> emissions cut to net zero around 2075SSP2–4.5: Middle of the road. Intermediate GHG emissions: CO<sub>2</sub> emissions around current levels until 2050, then falling but not reaching net zero by 2100SSP3–7.0: Regional rivalry. High GHG emissions: CO<sub>2</sub> emissions double by 2100Climate periodsOne period of the WorldClim V2.1 dataset is used: 2081-2100.References1. Fick, S. E. and Hijmans, R. J.: WorldClim 2: new 1-km spatial resolution climate surfaces forglobal land areas, International Journal of Climatology, 37, 4302–4315, https://doi.org/10.1002/joc.5086, 2017.<br>
DOI: 10.6084/m9.figshare.28345694
title: Thermopower probes of emergent local moments in magic-angle twisted bilayer graphene

description: Each folder (i.e Figure 1,2 etc.) contains sub-folders (Fig 1c, Fig 1d etc) that contains source data as .txt files as well as a .m MATLAB script which can be used to display the data in figure form.
DOI: 10.6084/m9.figshare.28345694.v1
title: Thermopower probes of emergent local moments in magic-angle twisted bilayer graphene

description: Each folder (i.e Figure 1,2 etc.) contains sub-folders (Fig 1c, Fig 1d etc) that contains source data as .txt files as well as a .m MATLAB script which can be used to display the data in figure form.
DOI: 10.3535/44p-txy-7tz
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4gx-z58-lj3
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.8977019.v1
title: GDM raw data

description: Maternal microbiota is involved in many metabolic diseases. However, its role in the pathophysiology of Gestational diabetes mellitus (GDM) remains unclear. In this case-control study, 16S rRNA gene amplification technique was used to compare intestinal and oral microflora in late pregnant GDM patients (GDM + group) and normal pregnant women (GDM - group) during the same period.
DOI: 10.25375/uct.27291504.v1
title: Designing and testing a solution to fill ART knowledge gaps at primary healthcare level: WhatsApp-based microlearning.

description: A pragmatic, mixed-methods, parallel-group cluster-randomised study design to design, test and evaluate the effect of WhatsApp group-based HIV training on nurses’ and community health workers’ knowledge in predominantly rural clinics in the Eastern Cape, South Africa. The secondary aims were to assess uptake, acceptability, and feasibility of the intervention; and to explore and describe the changes in prescribing, comparing the intervention group to the control group.The study aimed to collect data at all four levels of Kirkpatrick’s Training evaluation – results, behaviour, learning and reaction (Kirkpatrick and Kirkpatrick, 2016). Data was collected using online questionnaires at baseline, immediately after the training intervention and three months after; data from the WhatsApp group interactions; focus groups; and retrospective folder reviews.The training was conducted ‘live’ in WhatsApp groups: 10–15-minute, case-based microlearning lessons within the routine lunch break. Learning points were based on the National HIV guidelines.<br>
DOI: 10.3535/hsk-5zt-qd3
title: Favosites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rnh-f89-raq
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.17019836.v1
title: Dataset of automatically extracted sizes and morphologies of AuNPs from literature-mined SEM/TEM images

description: This is a dataset of automatically extracted sizes and morphologies of Gold nanoparticles, which have been obtained from the analysis of 4365 literature-mined SEM/TEM images. The dataset contains 4365 records, each of which contains extracted size/morphology information and metadata corresponding to a single microscopy image.