cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fyp9g8j467
title: Changes in key volatile organic components associated with leaf quality of Pandanus amaryllifolius alongside the growth duration

description: The leaves of Pandan (Pandanus amaryllifolius Roxb.) are one of the traditional food materials in Southeast Asian countries. The color and aroma have been considered as the main traits to judge the quality of pandan for a long time. However, the volatile aroma components of leaves at different growth stages have great differences. In order to determine the best harvesting time of pandan, a field experiments were established in this study. The volatile organic compounds (VOCs) were identified and analyzed using gas chromatography-mass spectrometry (GC-MS) from different leaf positions of Pandan. Photosynthetic physiology and agronomic traits such as photosynthesis, transporition, stomatal conductivity, leaf relative water content, chlorophyll content, dry matter mass, and leaf area were determined. Subsequently, the differences in VOCs and agronomic traits of leaves at different leaf positions were analyzed, and the correlation between VOCs and agronomic traits was explored. The results showed that, as the new leaves (L1-L3) at the top of Pandan had high transporition and water content, whlie had low photosnthesis, dry matter mass, chlorophyll content, and small leaf area; The components of VOCs in L1-L3 are less, and different from other leaf positions, but the content of pyrroles and furanones is relatively high. The dry matter accumulation reached a steady state in Pandan leaves below L4, photosynthesis, chlorophyll content and the total VOCs content also begins to reach a high level, which is suitable for harvesting. Among them, the content of squalene, neophytadiene, and phytol gradually increases with the growth of the leaves, except for the decrease of neophytadiene in aging leaves, meanwhilem the 2-Acetyl-1-pyrroline (2AP) content begins to slowly decrease and is significantly lower than that of new leaves. The synergistic effect between physiological activity and VOCs synthesis of Pandan are significantly higher than the antagonistic effect, although there is a complex interaction between photosynthetic indicators, agronomic traits, and volatile organic compound content. In summary, this study provide data support for the scientific judgement of the harvesting site and timing of Pandan that harvesting the L4-L8 position leaves of Pandan for obtaining 2AP, leaves below L11 position for obtaining squalene, and leaves at L7-L20 position for obtaining neophytadiene. The result of this study will also provide theoretical basis for the cultivation management and quality control of Pandan.
DOI: 10.3535/95r-dlx-l7g
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/kpzvpcrs68
title: Data for: The effect of molten FLiNaK salt infiltration to the strength of graphite

description: This data article presents experimental values of compressive strength and tensile strength of fluoride molten salt infiltrated graphite at high temperature. The graphite grades include IG-110 and NG-CT-10. The graphite samples were degassed before immersed in molten salt. The infiltration pressure used was varied from 450kPa to 1000kPa. The mechanical strengths of graphite were measured at 700℃.
DOI: 10.3535/pzl-374-c2v
title: Schmidtiellus sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wdt-zyk-9mh
title: †Rhipidomella Oehlert, 1890

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h1k-pwd-sgn
title: Hyolithes sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p9q-r6h-3cz
title: †Rhipidomella Oehlert, 1890

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24922440.v1
title: Data of <i>Effect of</i><i> </i><i>A</i><i>cute Stress</i><i> </i><i>on</i><i> </i><i>Working Memory in Pilots: Investigating the</i><i> </i><i>Modulatory</i><i> </i><i>Role of Memory Load</i>

description: This research investigated the acute stress and working memory performance and reveal a inverted U shape relationship between individual stress and cognitive performance.
DOI: 10.17632/dv2wpx34sr
title: ReplicationFile-Agricultural Mechanization and Rural Worker Mobility: Evidence from the Agricultural Machinery Purchase Subsidies Programme in China

description: There are 3 files in the folder: 1. row data of Figure 3; 2. readme.txt; 3. dofile.do.
DOI: 10.3535/0gv-2l3-jwn
title: †Athyris M'Coy, 1844

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xb3-gls-pyg
title: †Rhipidomella Oehlert, 1890

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26701294.v1
title: Additional file 5 of Population-based BRCA germline mutation screening in the Han Chinese identifies individuals at risk of BRCA mutation-related cancer: experience from a clinical diagnostic center from greater Shanghai area

description: Supplementary Material 5
DOI: 10.3535/agw-kz4-mc7
title: Conus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cdc-z31-tjx
title: Neopycnodonte cochlear (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/a8h-e0d-jc3
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mwe-ted-ypb
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/5jw3dxhb87
title: Astrocytes Contribute to Remote Memory Formation by Modulating Hippocampal-Cortical Communication During Learning

description: Statistics source data (one file per main figure) for the Nature Neuroscience manuscript: "Astrocytes Contribute to Remote Memory Formation by Modulating Hippocampal-Cortical Communication During Learning".
DOI: 10.17632/ks3x4w26h8
title: The rich non-coding RNA landscape of the Drosophila antenna. Talross and Carlson

description: Emerging evidence suggests that long noncoding RNAs (lncRNAs) play diverse and critical roles in neural development, function, and disease.  Investigation of the roles of lncRNA in the nervous system is a vast and challenging frontier.  Here, we examine neuronal lncRNAs in a model system that offers enormous advantages for deciphering their functions:  the Drosophila olfactory system.  This system is numerically simple, its neurons are exquisitely well-defined, and it drives multiple complex behaviors.  We have undertaken the first comprehensive survey of linear and circular lncRNAs in the Drosophila antenna, and have identified a wealth of lncRNAs enriched in it.  We have generated an unprecedented lncRNA-to-neuron map, which reveals that olfactory receptor neurons are defined not only by their receptors but also by the combination of lncRNAs they express.  We identify species-specific lncRNAs, including many that are expressed primarily in pheromone-sensing neurons and that may act in modulation of pheromonal responses or in speciation.  This resource opens many new opportunities for investigating the roles of lncRNAs in the nervous system.
DOI: 10.17632/sfv654hbnd
title: In-profile monitoring for cluster-correlated data based on regularized state space model

description: Cluster-correlated data: profiles within a cluster have similar patterns and are correlated, while profiles from different clusters have quite different features and are almost uncorrelated.
In-profile monitoring: we aim to model the dynamic evolution mechanism behind the system rather than the static features of the curve. As such, profiles of different samples can vary in time length, and features can be unsynchronized with time variations. More importantly, it gives the feasibility of detecting anomalies inside the profile. We highlight this idea as in-profile monitoring (INPOM).
Regularized state space model: to account for the clusterwise correlation among different profiles, the traditional state space model (SSM) is extended to a regularized SSM (RSSM) by imposing a graph Laplacian regularization on the observation matrix of SSM. An L1 regularization is also imposed on the transition matrix of SSM to avoid overfitting. by treating the above regularizations as prior information, the model parameters can be efficiently learned via Bayesian inference, where expectation maximization (EM) algorithm is incorporated for posterior maximization. Built upon this, a T2 monitoring statistic based on one-step-ahead prediction error is constructed for INPOM.
DOI: 10.3535/jnj-gv2-3d8
title: Hyolithes sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yjv-0k7-79m
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3rw-p9s-s44
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n07-wnn-a85
title: Thylacodes arenarius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/5m8bj4x7j2
title: Data_Mudiyanselage

description: This repository contains data used for a Satellite-Derived Bathymetry analysis using Sentinel-2 images, Airborne lidar bathymetry (ground-truth), random-forest modeling.
DOI: 10.3535/f8h-lma-krc
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/way-q39-1g2
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kn8-t2h-gtp
title: Sandstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mhe-eyv-kw5
title: Sandstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16895032.v1
title: March 2021 Covid-19 + Vaccines Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in <b>March, 2021</b> from <b>Twitter's COVID-19 Streaming Endpoint </b>via a custom script developed by the <b>Social Media Lab (https://socialmedialab.ca/)</b>.<br>Visit <b>our interactive dashboard at https://stream.covid19misinfo.org</b>/ for a preview and some general stats about this COVID-19 Twitter streaming dataset.<br>For more info about <b>Twitter's COVID-19 Streaming Endpoint</b>, visit <b>https://developer.twitter.com/en/docs/labs/covid19-stream/overview</b><br><b>Note</b>: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.3535/qbq-mc5-1hn
title: Siltstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.4121/uuid:fbf3f7ba-d7e7-4f67-b4b4-19838251db10
title: Pan-European data sets of windstorm probability of occurrence in present and future climate

description: NetCDF files containing present day (1970-2000) return levels of daily maximum 10m wind speeds based on a multi-model ensemble of EURO-CORDEX simulations for the European region. Additionally, the change of occurrence probability of the present day return levels in different future periods and different RCP scenarios are provided.
DOI: 10.17632/5k898d42st
title: thyme metabolomics profile as a function of origin and sterilization

description: dataset of the manuscript "A new metabolomics insight for origin and processing authentication of thyme by comprehensive UHPLC-HRMS fingerprinting and chemometrics" by Araceli Rivera-Pérez, Pascual García-Pérez, Roberto Romero-González, Antonia Garrido Frenich, and Luigi Lucini

The data are produced by LC-HRMS foodomics and include annotated features, Ms and MS/MS spectra, as well as individual abundance across samples and treatments.
DOI: 10.3535/e40-8ss-v42
title: Problematicum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h4b-klw-xtz
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w44-5ef-4wz
title: Galena

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/prn-b8y-5cb
title: Siltstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.155810.v1
title: Visualising the Openings and Closures of Cinema Venues in Melbourne

description: This visualisation has been developed to be able to make full use of the complex data associated with historical cinema venues; data which is temporally, spatially, and tematically rich. The graphic approach enables multiple variables about a cinema venue, such as seating capacity, to be viewed in the one image along with spatial and temporal components which show changes to variables over time. This figure shows the visualisation approach applied to Melbourne's cinema venue data, depicting the spatial and temporal characteristics of cinema venues opening or closing between 1946 and 1986. The cinema variables that are investigated are the primary purpose of the venue (such as hall or theatre), the size of the cinema company, and seating capacity. Each cinema venue is now a line, one that has length/duration, and therefore history.
DOI: 10.3535/lc7-5vx-93d
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s43-knk-655
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/nt272t2bxc
title: Data for: Antidepressants and suicidality: A re-analysis of the re-analysis.

description: Data on number of suicide and suicide attempts from the Integrated Safety Summaries included in the New Drug Approval registration packets for 14 antidepressants approved between 1991 and 2013 as reported by Khan A, Fahl Mar K, Gokul S, Brown WA. Decreased suicide rates in recent antidepressant clinical trials. Psychopharmacology (Berl). 2018;235(5):1455–62. and Hengartner MP, Plöderl M. Newer-Generation Antidepressants and Suicide Risk in Randomized Controlled Trials: A Re-Analysis of the FDA Database. Psychother Psychosom [Internet]. 2019;1–2. Available from: https://www.karger.com/Article/FullText/501215
DOI: 10.3535/ldf-tx1-wfp
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xp0-rqs-gee
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/ykc5j2mxr2
title: Data for: Polarization Sagnac interferometer with reflective grating for white-light channeled imaging polarimeter

description: All the images for Polarization Sagnac interferometer with reflective grating for white-light channeled imaging polarimeter
DOI: 10.3535/65b-c2q-4dd
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/69m-hs8-zyj
title: Lyopora tualensis Sokolov, 1951

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zpy-zdv-ds4
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/nn7545rkms
title: Data for: On the Nuclear Safety improvement by post-inerting Small Modular Reactor with stainless steel cladding

description: Parabolic rate constant for the reactions studied. Components volume fraction in containment. Shapiro diagram for the studied cases.
DOI: 10.17632/tpy5zhvdyp
title: Data for: USE OF TOPICAL LOCAL ANAESTHETICS FOR PAEDIATRIC FACIAL LACERATIONS

description: Dataset of patients with pediatric facial lacerations seen in 12 month period
DOI: 10.3535/pp4-ws2-5av
title: Psammodus rugosus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xmj-afz-cm8
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3564462.v1
title: Appendix D. Simple mortality calculations (m) to validate simple state-space models.

description: Simple mortality calculations (m) to validate simple state-space models.
DOI: 10.17632/nr4vt4h8gt
title: Numerical modeling of MH370 flaperon drift based on barnacle geochemical data

description: Numerical modeling simulation data for Lepas project
DOI: 10.3535/09g-qtr-fn6
title: Conularia cancellata Sandberger

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r1q-qtx-wdl
title: Cyathophylloides kassariensis Dybowski, 1873

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/a6k-z6n-c0j
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vc5-p5f-xyh
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/b73cw5n43r
title: DenMune Research Data

description: DenMune Research datasets
used by the paper "DenMune: Density Peak Based Clustering Using Mutual Nearest Neighbors"
Author: Mohamed Ali Abbas email: mohamed.alyabbas@gmail.com

36 dataset as follows:
9 real datasets from UCI repository at https://archive.ics.uci.edu/ml/index.php
1 MNIST dataset from http://yann.lecun.com/exdb/mnist/
14 synthetic datasets from http://cs.joensuu.fi/sipu/datasets/
1 Chemleon DS4 dataset from http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download
1 HDBSCAN Clusterable dataset from https://github.com/scikit-learn-contrib/hdbscan/

| dataset              download from                                                                             
| Iris                    https://archive.ics.uci.edu/ml/datasets/Iris                                              
| SCC                 https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series           
| Ecoli               https://archive.ics.uci.edu/ml/datasets/ecoli                                             
| Breast Cancer        https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Original%29  
| Libras Movement     https://archive.ics.uci.edu/ml/datasets/Libras+Movement 
| Sonar                https://archive.ics.uci.edu/ml/datasets/Connectionist+Bench+%28Sonar%2C+Mines+vs.+Rocks%29 
| Arcene               https://archive.ics.uci.edu/ml/datasets/Arcene                                             
| Optical Digits       https://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits      
| Pen-Based Digits     https://archive.ics.uci.edu/ml/datasets/Pen-Based+Recognition+of+Handwritten+Digits       
| MNIST                http://yann.lecun.com/exdb/mnist/                                                          | Chameleon DS7        http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download 
| HDBSCAN Clusterable | https://github.com/scikit-learn-contrib/hdbscan/blob/master/notebooks/clusterable_data.npy 

all the following datasets can be downloaded ttp://cs.joensuu.fi/sipu/datasets
| Aggregation         
| Compound                                                              
| Pathbased
| Spiral                                                  
| Jain                                                     
| Flame                                                              
| G2-2-10                                                   
| G2-2-30                                                    
| G2-2-50           
| G2-2-100                                                                  
| dim32           
| dim1024
| D31                                                   
| S1
DOI: 10.3535/v8y-s0r-lpd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xmb-wr1-fgt
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/rnwrysdkfg
title: Tadalafil_Soluplus_Data

description: All data presented in: Particle size tadalafil and Soluplus co-milled solid dispersions and 1H NMR hydration course.
DOI: 10.3535/gc6-hzs-xh2
title: Climacograptus sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lmc-kmh-05h
title: Rhynchonellida Kuhn, 1949

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bc3-h9f-p8k
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/eps-p9c-hvn
title: Dictyonema

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.25736829.v2
title: Confocal laser scanning microscopy of ROS in <i>Arabidopsis thaliana</i> (L.) Heynh.

description: Confocal scanning microscopy of reactive oxygen species in <i>Arabidopsis thaliana</i> (L.) Heynh.
DOI: 10.3535/q4t-6aq-53h
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5ve-qxd-f99
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/amv-15t-9hv
title: †Cyclonema J. Hall, 1852

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23997984.v2
title: A new method of the coupling coordination degree for quantifying sustainable development from the cosine of the high-dimensional spatial angle perspective, https://journalspress.com/journal-issue/ljrs-volume-23-issue-15/.

description: Supplemental Materials for “A new method of the coupling coordination degree for quantifying sustainable development from the cosine of the high-dimensional spatial angle perspective”, https://journalspress.com/journal-issue/ljrs-volume-23-issue-15/.
DOI: 10.3535/e2a-1xt-vhv
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fwh-evd-k6j
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.