cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yxs24e
title: Occurrence Download

description: A dataset containing 6466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sambucus L."
 ]
}

 The dataset includes 6466 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009678-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mfs2y6rhbj
title: Food fraud vulnerability of cod, prawn and salmon supply chains

description: This data contains responses to the SSAFE food fraud vulnerability assessment tool for 32 companies in cod, prawn and salmon supply chains. The SSAFE food fraud vulnerability assessment tool was used to assess 48 fraud factors relating to opportunities, motivations and controls, the related questions are included in the dataset.
DOI: 10.3535/1hy-kbe-f8k
title: †Strandoceras Flower, 1940

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jqx-6ax-lak
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21269091.v1
title: Microbiota Modulation in Blueberry Rhizosphere by Biocontrol Bacteria

description: Metabarcoding assembled DNA sequences corresponding to a region from the 16S and from the ITS2 of bacteria and fungi, respectively, from blueberry crop soils. Filtered phyloseq R objects with DNA sequences, sample/abundance table, sample metadata and taxonomy.
DOI: 10.3535/9ew-c29-c67
title: †Strandoceras Flower, 1940

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ts8-exm-jqp
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gw1-vqe-2p5
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hl4-7vv-2yd
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28438499.v2
title: MajorType

description: MajorType allc files
DOI: 10.17632/cg6p86pg8j
title: Experimental Data for servo-hydraulic system

description: Measurement data for different parts of the system are available here Each row in file "Prac_data" contains the data for an specific parameter, xp, P1, and P2. File ""system_input" is the real system input.
DOI: 10.3535/kqs-r50-l1w
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n6m-r4k-pfd
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21706265.v1
title: TPACK Data

description: This is TPACK data set for a research.
DOI: 10.6084/m9.figshare.3469112.v1
title: Barcode counts for transposon screens

description: Barcode counts generated from Ion Torrent sequencing data. Barcode (*.bc) files containing raw per-sample read counts for each barcode are combined to form summary files for each sequencing run (sims- and west-summary.tsv). The group.r script (customised for each seqeuncing run) combines counts for barcodes that are close in terms of Levenshtein distance, since such barcodes are likely to be systematic sequencing errors. The gg_col files are the output. Barcodes from the "west" (PB3) end of the transposon are reverse complemented (*.rc) to match with the mapping data.
DOI: 10.6084/m9.figshare.4042554.v1
title: LTV_prt_Apr.May_onshore_MIROC_sst.txt

description: Long-term variation in transport success in onshore zone
DOI: 10.3535/8fz-7dx-118
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ff6-4lk-43f
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.11342642.v1
title: Dataset of Anorectal Manometry for hemorrhoidal patients in Vietnam

description: Dataset of Anorectal Manometry for hemorrhoidal patients in Vietnam. This dataset includes the data and the codebook.
DOI: 10.6084/m9.figshare.21644927.v1
title: HFUT_Polarization_Datasets.rar

description: Polarization dehazing datasets for different concentrations of haze.
DOI: 10.3535/5nh-e2v-hx9
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8l9-wsj-ldy
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.c.3881422_d1.v1
title: Additional file 1: of Physical fitness and anthropometric characteristics among adolescents living in urban or rural areas of Kosovo

description: Fitness and anthropometric raw data (XLSX 54 kb)
DOI: 10.3535/rhw-kpd-tmm
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zc0-8hv-3wb
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14356955.v1
title: AbbasiStemCell2020

description: scATAC-seq dataset processed for inclusion in scATAC.Explorer R package. scATAC.Explorer is an R package containing a curated collection of publicly available scATAC-seq datasets that can easily be searched and retrieved within R. Included datasets are processed into a consistent format for ease of analysis.<br>This dataset was not generated by our lab. Please also give credit to the source the dataset was retrieved from, included in reference field.
DOI: 10.6084/m9.figshare.21547119.v1
title: Local surface cooling from afforestation amplified by lower aerosol pollution

description: The data produced in this study.
DOI: 10.3535/5cm-q6t-dm5
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yml-x6r-vw2
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.25573/serc.14227085.v1
title: Dataset: Chamber-based Methane Flux Measurements and Other Greenhouse Gas Data for Tidal Wetlands across the Contiguous United States - An Open-Source Database

description: This dataset focuses on chamber-based methane (CH<sub>4</sub>) flux measurements in tidal wetlands across the Contiguous United States (CONUS)and is intended to serve as a community resource for Earth and environmental science research, climate change synthesis studies, and model evaluation. The database contains 35 contributed datasets with a total of 10,445 chamber-based CH<sub>4</sub> flux observations across 41 years and 120 sites distributed across CONUS Atlantic and Pacific coasts and the Gulf of Mexico. Contributed datasets are converted to a standard format and units and organized hierarchically (site, chamber, chamber time series, porewater chemistry, and plant species) with metadata on contributors, geographic location, measurement conditions, and ancillary environmental variables. While focused on CH4 flux measurements, the database accommodates other greenhouse gas flux data (CO<sub>2</sub> and N<sub>2</sub>O) as well as porewater profiles of various analytes, experimental treatments (e.g., fertilization, elevated CO<sub>2</sub>), and ecosystem disturbance classes (e.g., salinization, tidal restrictions, restoration). This database results from the Coastal Carbon Network’s (CCN) tidal wetland CH<sub>4</sub> flux data synthesis. A description and analysis of the dataset are available in Arias-Ortiz et al. 2024, co-authored by members of the CCN Data Methane Working Group and data contributors.
DOI: 10.3535/lry-99w-0g0
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pkv-b11-y5d
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.25755774.v1
title: Supplementary material from Nowak et al. 2024. "Vegetation of hot semi-deserts, badlands and related ruderal vegetation in western Tajikistan (Middle Asia)"

description: Data contains the analytic table including type relevés (Tab. S1) of the vegetation of hot semi-deserts, badlands and related ruderal vegetation in western Tajikistan (Middle Asia).
DOI: 10.3535/b0d-et7-avl
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qmb-7vm-b5v
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.17284652.v1
title: README.txt

description: README.txt<br>
DOI: 10.6084/m9.figshare.21829905.v7
title: Datasets for single-cell-resolution spatial mapping by SC2Spa

description: <strong>Title</strong><br> Datasets for high resolution spatial mapping for SC2Spa<br> <strong>Author(s)</strong><br> Linbu Liao<br> <strong>Categories</strong><br> Bioinformatic methods development<br> <strong>Item type</strong><br> dataset<br> <strong>Keyword(s)</strong><br> Spatial transcriptomics, Spatial inference <br> <strong>File description</strong><br> AdataMH1.h5ad is the processed mouse hippocampus spatial transcriptomics data file of puck_200115_08 from Slide-seqV2 paper[1]. AMB_HC.h5ad is a processed mouse hippocampus scRNA-seq data file[2]. The datasets are saved in Anndata format. ssHippo_RCTD.csv is the annotation for the AdataMH1.h5ad file by RCTD[3]. <br> WDs_T2.csv includes the Wasserstain distance of genes between the scRNA-seq dataset[2] and the mouse hippocampus Slide-seqV2[1] dataset. SI_T2_WD.h5 is the traned model for mapping mouse hippocampus cells to space. The model is trained using genes selected according to Wasserstain distance. SI_T2.h5 is the spatial inference model trained on all shared genes between two datasets. T2_stat.csv is a summary of SI_T2.h5. It contains genes' contribution to location prediction and Pearson's correlation between prediction and true gene expression. <br> AdataMH2.h5ad is the processed mouse hippocampus spatial transcriptomics data file of puck_191204_01 from the Slide-seqV2 paper[1]. slideSeq_Puck190926_03_RCTD.csv is the annotation file for AdataEmbryo1.h5ad. AdataEmbryo1.h5ad is preprocessed file of puck_190926_03 (a mouse emrbyo Slide-seqV2[1] dataset). C2L.zip is the cell2location[4] data used in the analysis of SC2Spa manuscript. The datasets were used for the spatial mapping of SC2Spa. <br> <strong>Repositories</strong> The github website of SC2Spa: https://github.com/linbuliao/SC2Spa The github repository for SC2Spa analysis: https://github.com/linbuliao/SC2Spa_Notebooks <strong>Documentation</strong> The Read the Docs website of SC2Spa: https://sc2spa.readthedocs.io/en/latest/ <br> <strong>References</strong> [1] Stickels RR, Murray E, Kumar P, Li J, Marshall JL, Di Bella DJ, Arlotta P, Macosko EZ, Chen F: <strong>Highly sensitive spatial transcriptomics at near-cellular resolution with Slide-seqV2.</strong> <em>Nature Biotechnology</em> 2020. [2] Saunders A, Macosko EZ, Wysoker A, Goldman M, Krienen FM, de Rivera H, Bien E, Baum M, Bortolin L, Wang SY, et al: <strong>Molecular Diversity and Specializations among the Cells of the Adult Mouse Brain.</strong> <em>Cell</em> 2018, <strong>174:</strong>1015-+. [3] Cable DM, Murray E, Zou LS, Goeva A, Macosko EZ, Chen F, Irizarry RA: <strong>Robust decomposition of cell type mixtures in spatial transcriptomics. </strong>Nat Biotechnol 2021. [4] Kleshchevnikov V, Shmatko A, Dann E, Aivazidis A, King HW, Li T, Elmentaite R, Lomakin A, Kedlian V, Gayoso A, et al: <strong>Cell2location maps fine-grained cell types in spatial transcriptomics.</strong> <em>Nat Biotechnol</em> 2022, <strong>40:</strong>661-671. <br>
DOI: 10.6084/m9.figshare.28562732.v1
title: MRdb - Gut microbiome

description: MRdb - Gut microbiome (412)
DOI: 10.3535/grc-29k-k03
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.c.3619886_d1.v1
title: Additional file 2: Table S2. of Association mapping of resistance to rice blast in upland field conditions

description: List of the 151 accessions included in the japonica panel with their country of origin, their blast scores measured in 2014 in Ivory and 2015 in Andranomanelatra and, if need be, indication of the resistant haplotype they harbor at the Pi1 locus and the QTL locus at Chr12_4423506. (XLSX 26 kb)
DOI: 10.3535/5h0-5gz-arq
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cpz-m9g-mha
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gal-tqv-q9h
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3nj-bzn-d5q
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/d3rwttck8y
title: Molecular associations from ab initio pair potentials

description: Abstract A method of building up stable molecular associations by using pair potentials from ab initio calculations is presented. The Matsuoka-Clementi-Yoshimine potential has been chosen to emulate the water-water interactions while 1-6-12 potentials are used to compute both solute-solvent and solute-solute interactions. Parameters for neutral-amino-acid-water and neutral- amino-acid-neutral-amino-acid interactions are provided by the program. Supermolecules are constructed by minimization of the int... Title of program: GEGIO Catalogue Id: ACBN_v1_0 Nature of problem The study of molecular associations from pair potentials obtained from ab initio calculations. Versions of this program held in the CPC repository in Mendeley Data ACBN_v1_0; GEGIO; 10.1016/0010-4655(91)90022-D This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.3535/3k9-lms-wvw
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/plm-f70-16q
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.4595362.v2
title: Testing Fragility data

description: Data collected to compute fragility metrics on six set of Android projects hosted on GitHub and featuring popular testing tools
DOI: 10.6084/m9.figshare.7308869.v1
title: EnergyGrid_legAmazon_WGS84.prj

description: The electrical grid in the Legal Amazon of Brazil was hand-digitized in ArcGIS by tracing the path of transmission lines detected using 2017 ESRI World Imagery (pixel size varying from 10-30 m resolution, depending on the location). We visually inspected images covering the entire Legal Amazon, starting from publicly available datasets of transmission lines and power generation plants. Once a line was located, it was traced to its origin at a substation or power source. From there, we located and traced other lines that originated at the same source. Since all lines originate at a substation or generation plant, this was an effective way to ensure the entire region was searched. All visible transmission and distribution lines were recorded, regardless of size or voltage, including instances where the lines themselves were visible or only the posts or towers that support the transmission lines were detected. Distribution lines within cities were not typically included, as they were extremely difficult to detect. This dataset is in WGS84.<br>Contact me at jacyhyde@gmail.com with inquiries!
DOI: 10.3535/71z-mt0-901
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sfr-eqv-3qh
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21940490.v1
title: Arctic surface air temperatures for 1979-2021 newly reconstructed with deep learning method-code

description: code for :Arctic surface air temperatures for 1979-2021 newly reconstructed with deep learning method
DOI: 10.24385/lincoln.28368803.v1
title: Data Cocks & Eady 2025

description: Experimental selection for early or late oviposition resulted in evolved differences in spermathecal duct length and spermathecal shape. This has important implications for sperm-female interactions and models of post-copulatory sexual selection.https://doi.org/10.24385/lincoln.28368803
DOI: 10.3535/hrv-v6h-r6y
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qyp-f1k-agt
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16835839.v1
title: Lock-down and social media (Responses).xlsx

description: The data was collected to study the impact of covid 19 among IT professionals and the resulting psychological behaviour and physical health<br>
DOI: 10.17632/6ffpv8hb7y
title: Cupo laboral de personas con discapacidad en el Ejecutivo de la Ciudad Autónoma de Buenos Aires

description: Cupo laboral de personas con discapacidad en el Ejecutivo de la Ciudad Autónoma de Buenos Aires
DOI: 10.3535/1qr-fcf-p3k
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12149430.v1
title: Spatial Accessibility

description: Data include origin and bus routes and stops.Code included: .1. extracting travel time using Google Maps API, 2. calculating spatial access index based on the multi-modal E2SFCA method, and 3. merging results tables from step 2.
DOI: 10.6084/m9.figshare.27083035.v2
title: Analyzed Input and Output Variables in Retail Outlets - Cluster Approach.

description: <b>ASSESSMENT OF THE ECONOMIC EFFICIENCY OF FEDERAL FMCG RETAIL CHAINS IN RUSSIA: A CLUSTER APPROACH</b>
DOI: 10.3535/eq0-3wr-332
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/gbf-6m8-yxe
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5522/04/19393973.v1
title: Comparative Results of Modelica Buildings Library against EnergyPlus in the District Heating System Modelling

description: This dataset was used to plot the figures in the paper of "Modelling of District Heating Systems: Comparative Evaluation of White-box Modelling Approaches" on the conference of CLIMA 2022.<br>The dataset includes:1.Comparison of free-floating temperature of Case 1 in both Modelica Buildings library and EnergyPlus;2. Heating demands of detached house 1 in Case 1 against Case 4 from two software;3. Annual energy consumption of iterative cases from two software;4. Heating system variables of Case 4 from two software;<br>5. Comparison of simulation time on two software.<br>
DOI: 10.6084/m9.figshare.22122467.v2
title: Metabolites of Daqu

description: Identification of metabolites in fermentation maturation Daqu by non-targeted metabolomics (LC-MS).
DOI: 10.6084/m9.figshare.22137695.v1
title: Horr et al. - Key to Study 1 variables

description: Variable key for Data for Study 1, Horr et al. "Sexual Dimorphism in Dynamic Body Color in the Green Anole Lizard"
DOI: 10.6084/m9.figshare.26974297.v1
title: International Journal of Sustainable Transportation-EV

description: <b>Switching Gears: An In-depth Understanding of the motivation to adopt Electric Vehicle Using PLS-SEM and Necessary Condition Analysis</b>
DOI: 10.6084/m9.figshare.28680413.v1
title: Environmental heterogeneity as a determinant of bee diversity patterns in the Atlantic Forest

description: Occurrence database compiled and cleaned to construct species distribution models of bee species native to the Atlantic Forest. Both datasets have the following columns id: occurrence IDspecies: binomial species namesx: longitude in decimal degree y: latitude in decimal degree<b>occurrences_cleaned_final_FILTERED</b>: cleaned occurrences of bee species without correcting the sampling bias (i.e., unfiltered). <b>occurrences_cleaned_final_UNFILTERED</b>: cleaned and bias-corrected species occurrences of bee species. Sampling bias was addressed by filtering species in the environmental space.
DOI: 10.3535/1yx-dax-n00
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8v5-79b-b60
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.4876847.v1
title: Found_magpie X elk mutualism data

description: Data from personality observations and experiments, for magpies and elk, and results for cleaner-bird interactions.<br>
DOI: 10.3535/3nx-yjt-90m
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n4g-p75-ttr
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14283338.v1
title: CONCENTRATION OF FRAMES IMPORTED BY THE UNITED STATES, PERIOD OF 2005 TO 2009

description: This paper aims to analyze the U.S imports of frames between 2005 and 2009. Concentration indexes were used to characterize the behavior of the studied market. The indices chosen for this work were: concentration ratio of the four and the eight countries with the highest import, rate of market concentration of the same four and eight major countries, the Herfindahl-Hirschman and Gini Index. All the results indicate to a dominated market, highly concentrated, and with 94% of the market centered on four main exporting countries and 97% concentrated in the top eight. Also, it is possible to conclude that China is the main exporter of frames for the U.S. market, holding approximately 70% of total frames imports.
DOI: 10.6084/m9.figshare.24760761.v1
title: IJGIS DATA

description: Complete Datasets and Codes for IJGIS
DOI: 10.6084/m9.figshare.25310431.v1
title: Dataset

description: This data set is a classic data set in the field of knowledge tracking, and the original video source is：https://drive.usercontent.google.com/download?id=1cU6Ft4R3hLqA7G1rIGArVfelSZvc6RxY&export=download&authuser=0