cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25422/azu.data.12857885.v1
title: Data for "Diffraction-limited integral-field spectroscopy for extreme adaptive-optics systems with the Multi-Core fiber-fed Integral-Field Unit"

description: Direct imaging instruments have the spatial resolution to resolve exoplanets from their host star. This enables direct characterization of the exoplanet’s atmosphere, but most direct imaging instruments do not have spectrographs with high enough spectral resolving power for detailed atmospheric characterization. We used recent advances in photonic manufacturing to create the Multi-Core fiber-fed Integral-Field Unit (MCIFU), a novel integral-field spectrograph for telescopes that have adaptive optics systems. The data set is a collection of data files from the MCIFU project that were used to validate and measure the performance of the MCIFU, both in the lab and on-sky. The on-sky data was taken with the adaptive optics instrument CANARY at the 4.2m William Herschel Telescope on the Canary Islands in July 2019. The data that is collected here was used to create the figures in the draft "Diffraction-limited integral-field spectroscopy for extreme adaptive optics systems with the Multi-Core fiber-fed Integral-Field Unit" that is under review in JATIS.<br><br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i><br><pre><i></i></pre>
DOI: 10.3535/0j6-dab-7b8
title: Diopside

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k9s-4n6-bb0
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12906692.v2
title: Acute effects of LSD on mouse Iowa Gambling Task

description: All the behavioural data used for analysis in the LSD mouse Iowa Gambling Task project published in Frontiers in Pharmacology in 2020: https://doi.org/10.3389/fphar.2020.602770
DOI: 10.6084/m9.figshare.26310895.v1
title: FF模型的数据

description: data for FF model
DOI: 10.3535/72j-b9p-yny
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22086329.v1
title: Spss data

description: Raw data from a study on the regulation of milk fat synthesis by sodium acetate via activation of the GPR41/GPR43 signaling pathway
DOI: 10.6084/m9.figshare.25483678.v2
title: Project Dataset

description: Data were collected in summer 2022 at the Station de biologie des Laurentides de l’Université de Montréal (Saint-Hippolyte, Qc, CA). The experiments were carried out in the laboratory on wild caught pumpkinseed sunfish (<i>Lepomis gibbosus</i>). For each individual, data were recorded on time spent with infected and uninfected conspecifics, lake of origin, total and standard length, body mass, spleen mass, sex, number of cestodes, trematodes and other parasites (yellow grub, white grub, nematodes). The purposes of the data were to assess whether uninfected pumpkinseed sunfish display avoidance behaviour towards infected conspecifics, whether they can detect infection using chemical and/or visual cues and whether the expression of this behaviour is influenced by the level of parasite exposure of focal fish in their natural environment.For each fish (ID), 2 trials were done to measure the time spent with each type of conspecifics (infected and uninfected). We used visual and chemical cues separately.-Control 1: Unifected conspecifics VS No fish-Control 2: Infected conspecifics VS No fish-Treatment: Infected conspecifics VS Unifected conspecific
DOI: 10.6084/m9.figshare.3171472.v6
title: EventWiki: A knowledge base of major events

description: <pre>EventWiki is a knowledge base of major events happening throughout mankind history. It contains 21,368 events of 95 types. The details of event entries can be found in our paper submission and readme file. Data in the knowledge base is mainly harvested from Wikipedia.</pre><pre>As Wikipedia, this resource can be distributed and shared under CC-BY 3.0 license.</pre>
DOI: 10.3535/9n1-9n6-wsr
title: sedimentary rocks and sediments

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mte-kad-7ba
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0g8-ryq-scj
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lzr-k0f-zqd
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26104618.v1
title: Graphene OPGE-data.zip

description: All data of figures in Manuscript and Supplementary information for Direct electric readout of a light vortex through an on-chip photodetector
DOI: 10.3535/4ah-zl4-ngd
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26155156.v1
title: Seasonal Hotspots of Beach Litter in the North-East Atlantic Linked to Aquaculture and River Runoff

description: The zip file contains three data categories:

1) beach_litter: preprocessed OSPAR surveys
2) gpr: data related to LGCP model
3) clustering: PCA-driven fuzzy clustering of seasonal variations
4) litter_sources.zarr: Seasonal potential of litter sources

Specifically, the "gpr" category containes the following data entries:
a) idata_*.nc: Inference data of LGCP model for corresponding season
b) evaluation_summary.zarr: Summary statistics for all seasons
c) posterior_predictive.zarr: Modelled macroplastic predictions for all seasons
d) effect_size_seasons.nc: Analytical quantities for all seasons (effect size, confidence etc.)

All data are stored either as netCDF4 or Zarr files.
DOI: 10.25442/hku.14872194.v1
title: Supporting Data for Revisiting the temporal pattern of regret in action and inaction: Replication and extension of Gilovich and Medvec (1994)

description: The dataset includes 1) Raw data (xml, csv, and sav files), as well as 2) RMarkdown code (.rmd), and outputs (html). Please see Readme for the more details
DOI: 10.3535/x9p-xve-wb4
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xza-aqm-y9m
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.21954/ou.rd.6865298.v2
title: Citation-Context Dataset (C2D)

description: We have released the first version of a citation-context based dataset called C2D, created while doing an experiment in the work which will be published in RecSys 2018 as a short paper.<br><br>C2D dataset is created by using 2 million full-text open-source research publications obtained from CORE. It contains 53 million unique records of citation-information. To construct C2D, we extracted citation information from each publication. Information such as cited document's title, author(s), published date and citation-context. We will describe the assumption of extracting citation-context in a bit more detail below:<br>First of all, we extracted positions of citations where they are mentioned including citation-contexts which are texts around the cited documents. For our purpose, we created a citation-context using three sentences; the sentence where the reference has been cited, the preceding, and the following sentence. Additionally, at the start or end of a paragraph, the preceding or following sentence is not extracted respectively.<br>Therefore, the attributes of the dataset contain:Attributes:<strong>ReferenceID</strong> - unique identifier of cited reference in a citing document<strong>SourceID</strong> - unique identifier of a citing document.<strong>ChapterNumber</strong> - Chapter number of the citing document where the <b>ReferenceID</b> has mentioned.<strong>ParagraphNumber</strong> - paragraph number of the citing document where the reference <strong>ReferenceID</strong> has mentioned.<strong>SentenceNumber</strong> - sentence number of the citing document where the reference <strong>ReferencedID</strong> has mentioned.<strong>Title</strong> - Title of the reference <strong>ReferenceID.</strong><strong>PublishedDate</strong> - Publication date when the reference <strong>ReferenceID </strong>was published.<strong>Authors</strong> - Author(s) of the reference <strong>ReferenceID</strong><strong>TextBeforeRefMention</strong> - Sentence just before the sentence where the reference <strong>ReferenceID</strong> has been cited.<strong> TextWhereRefMention</strong> - Sentence where the reference <strong>ReferenceID</strong> has been cited.<strong>TextAfterRefMention</strong> - Sentence just after the sentence where the reference <strong>ReferenceID</strong> has been cited.Please cite our paper if you use this dataset. <br>Note:<br>The actual size of the dataset is ~40gb however compressed size is ~6.7gb.Requirements of different users may be different therefore we have released the raw version of the dataset. Please note, data cleansing (such as special character and stop-word removal) has not been performed.
DOI: 10.3535/lkz-zlm-8nr
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t2q-aps-aws
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22816289.v1
title: <strong>Comparison of performances of SIREN or MFSRS in stroke risk prediction in an African environment</strong>

description: <strong>Data was for stroke risk profiles of community-dwelling adults in Nigerian community using the SIREN and the MFSRS</strong>
DOI: 10.3535/958-g6p-l2l
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b2y-zj2-b9p
title: Chalk

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3rh-7n7-4zb
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/az5-959-vyf
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28270970.v1
title: Study files

description: Docking results and analysis, MD input files, MD output files and MD trajectory analysis for a docking-MD polypharmacy virtual screening study of NCC
DOI: 10.6084/m9.figshare.6293834.v1
title: 3D seismic reflection data - the geological Hubble

description: Presentation give to Leon H. Charney School of Marine Sciences, Haifa, Israel (Monday 21st May 2018)<br>
DOI: 10.3535/9mg-m7j-q3m
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wta-hnp-9nm
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14924214.v1
title: Data from 'Cost distances and least cost paths respond differently to cost scenario variations'

description: A README file is included into the dataset.<br>Abstract of the corresponding article:Biodiversity conservation measures designed to ensure ecological connectivity depend on the reliable modeling of species movements. Least cost path modeling makes it possible to identify the most likely dispersal paths within a landscape and provide two items of ecological relevance: (i) the spatial location of these least cost paths (LCPs) and (ii) the accumulated cost along them ('cost distance', CD). This spatial analysis requires that cost values be assigned to every type of land cover. The sensitivity of both LCPs and CDs to the cost scenarios has not been comprehensively assessed across realistic landscapes and diverging cost scenarios. We therefore assessed it in diverse landscapes sampled over metropolitan France and with widely diverging cost scenarios. The spatial overlap of the LCPs was more sensitive to the cost scenario than the CD values were. Besides, highly correlated CD matrices could derive from very diff?erent cost scenarios. Although the range of the cost values and the properties of each cost scenario signi?ficantly in influenced the outputs of LCP modeling, landscape composition and con?guration variables also explained their variations. Accordingly we provide guidelines for the use of LCP modeling in ecological studies and conservation planning.<br>
DOI: 10.3535/rz2-34c-9gw
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/67k-c4e-t53
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6eq-vh1-sq1
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23821236.v1
title: 223840502_317_ENG(315)_SEM

description: Innovation and entrepreneurship education for college students is a hot field of global technological innovation, especially in developing countries where the lack of innovation and entrepreneurial enthusiasm among college students has led to confusion in the education model. On the basis of empirical investigation, this paper studies the specific effect relationship between craftsmanship, learning path and learning stage in college students' innovation and entrepreneurship education. The results show that under the condition of single factor Mesomeric effect, craftsmanship and learning path have a direct significant effect relationship (c= β=. 243, p&lt;0.001), there was a significant Mesomeric effect relationship (a= β=. 779, p&lt;0.001; B= β=. 730, p&lt;0.001); Under the condition of chain Mesomeric effect, craftsman spirit and learning path also have direct significant effects (c= β=. 349, p&lt;0.001), there is a significant Mesomeric effect relationship in the early, middle and late stages of learning（ β= [. 279,. 999], p&lt;0.001). It can be seen that the guidance of craftsmanship spirit in innovation and entrepreneurship among college students is very important, and different learning paths (theoretical learning, simulation learning, and enterprise practice) require a reasonable selection of education methods and content in the three learning stages, with early and mid-term education being particularly important. In addition, the three-dimensional model constructed in this study provides an effective way to guide innovation and entrepreneurship education and enterprise practice for college students.
DOI: 10.3535/d9q-6p7-m45
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m7n-qz2-ycq
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2k2-d3v-t51
title: Anhydrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rc1-7e6-c83
title: Anhydrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19448165.v3
title: FSSH dynamics results for 6 and 7 protonated azaindoles

description: Netwon-X input and output files for the surface hopping dynamics for 6 and 7 protonated azaindoles.
DOI: 10.6084/m9.figshare.6887135.v1
title: Study3

description: Narcissism (Study3)
DOI: 10.3535/gng-ptp-beg
title: Halite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h5g-q9n-z76
title: Quartzite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12635747.v1
title: Downscaled ITSG GRACE data

description: Downscaled ITSG GRACE data
DOI: 10.3535/1p5-fyw-r5n
title: Anhydrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fb3-vb1-s6x
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.11583/dtu.15034953.v1
title: A Comprehensive Approach to Investigate CO2 Reduction Electrocatalysts at High Current Densities- Calculations used for analysis and raw data of results

description: This is all the raw data for the manuscript entitled 'A Comprehensive Approach to Investigate CO2 Reduction Electrocatalysts at High Current Densities'<br><br>
DOI: 10.3535/myl-spg-8p7
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6ex-7ak-jjj
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dl1-585-qz4
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.7235471.v3
title: HCL DGE Data

description: Single-cell analysis is a valuable tool to dissect cellular heterogeneity in complex systems. Yet, a systematic single-cell atlas has not been achieved for human beings. We used single-cell RNA sequencing to determine cell type composition of all major human organs and construct a basic scheme for the human cell landscape (HCL). We reveal a single-cell hierarchy for many tissues that has not been well characterized previously. We present a ‘‘single-cell HCL analysis’’ pipeline that accurately defines human cell types; and exemplify its utility in stem cell biology. Finally, we perform single-cell comparative analysis for human and mouse cell atlas to reveal the conserved genetic networks in the mammalian system.<b></b><br><b>File Extension Specification</b><b></b><b></b><br><b>HCL_Fig1_adata.h5ad</b>: Use scanpy.api.read_h5ad to load AnnData. This AnnData stores the data used for HCL Figure 1.<b></b><br><b>HCL_Fig1_cell_Info</b>: The information, which includes the cell names, samples, clusters, stages, batches, donors and cell types for cells of data used for HCL Figure 1.<br><b>cluster_markers_HCL&MCA1.1</b>: The cell type annotation and marker genes for 102 HCL clusters of Fig1 and 104 MCA1.1 clusters of SFig. <br><b><br></b><b>dge_raw_data.tar</b>: The raw digital expression matrix (dge) of more than 720,000 single cells sorted by tissues. The batch genes were not removed.<br><b>dge_rmbatch_data.tar</b>: The batch gene removed dge of more than 700,000 primary single cells sorted by tissues. Some tissues are not included due to relatively strong batch effects. This dataset can be used to make global tissue tSNE plot and do cross-tissue analysis.<br><b>annotation_rmbatch_data.tar</b>: The cell annotations, which include cluster ID, belonged tissues, age<b><i> (gestational age for fetal tissue)</i></b>, clusters and cell types for each rmbatch dge data.<br><b>annotation_cluster_info: <i>Modified</i></b> cell type annotation of each cluster in accord with ClusterID in annotation_rmbatch_data.zip<br><b>MCA1.1_adata.h5ad</b>: Use scanpy.api.read_h5ad to load AnnData. This AnnData stores the MCA1.1 data. <br><b>MCA1.1_cell_Info</b>: The information, which includes the cell names, samples, clusters, stages, batches, donors and ce;; types for cells of MCA1.1 data.<br><br>
DOI: 10.3535/b4p-lvt-r8v
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ea7-s5g-v3t
title: marble

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g4b-aq9-mkg
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mw5-46e-5c9
title: marble

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/7nc9hbwvy5
title: Calculation of many-centre two-electron molecular integrals with STO

description: Abstract A program for the calculation of two-electron molecular integrals between real Slater-type orbitals (STO) is reported.The program is mainly intended for comparison purposes, to analyze and test the results provided by other algorithms. However, it can be used in actual molecular calculations of small systems. The integrals are obtained by means of Gaussian expansions of the STO. Expansions that enable to attain an accuracy of at least ten decimal places in the integrals are included. ... Title of program: STNGINT Catalogue Id: ADGG_v1_0 Nature of problem The program computes the two-electron integrals between four sets of real STOs, placed at differen points, A, B, C and D with exponents zeta A, zeta B, zeta C, zeta D, and quantum numbers NA LA MA, NB LB MB, NC LC MC, ND LD MD for all the combinations of MA, MB, MC, MD that are compatible with a given set of LA, LB, LC, LD. Versions of this program held in the CPC repository in Mendeley Data ADGG_v1_0; STNGINT; 10.1016/S0010-4655(97)00060-X This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.3535/1nk-f3d-5k5
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wpy-k0t-acz
title: †Strophomena Blainville, 1824

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/94n-2xf-lp0
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.7803005.v3
title: Optimality Benchmark for Combinatorial Optimization

description: This dataset is an optimality benchmark for 1 synthetic 3 real-world application scenarios:<br>1. A synthetic dataset2. Residential energy consumption3. Bike sharing4. Charging control of electric vehicles<br>The dataset consists of 1 million random network positioning of agents in a binary tree, which are used in the collective learning algorithm of I-EPOS to explore the learning capacity of the combinatorial landscape. This dataset can be used as reference of other heuristic algorithms and enhancements. <br>Besides random positioning, the dataset comes with 124 metrics that evaluate deterministic criteria for the agents' positioning. <br><br><br>
DOI: 10.3535/fcv-xt5-l0j
title: Herminium L.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pdm-ct4-a29
title: †Obolus Eichwald, 1829

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27957831.v1
title: Pairwise_comparison_matrix_for_ahp-part-of fuzzy-topsis-paper.csv

description: This CSV file gives the pairwise comparison matrices used in order to find out the weights of the different criteria to be used in performance evaluation procedures.
DOI: 10.3535/h8d-qcy-h20
title: †Obolus Eichwald, 1829

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x06-7lj-7j8
title: †Obolus Eichwald, 1829

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p60-eb6-ts3
title: †Obolus Eichwald, 1829

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/waj-6ad-4zt
title: Lingula Bruguière, 1791

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13140395.v1
title: readme first.txt

description: Information
DOI: 10.6084/m9.figshare.13490973.v1
title: The electronic bee spy: Eavesdropping on honeybee communication via electrostatic field recordings - Supplemental Data and Codes

description: Supplemental data set, codes and documentation. Contains raw data, converted data, code for the microcontroller and analysis. PCB files, connections diagram, bill of materials and STL files for the 3D prints.