cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tkbt22634z
title: Datas for: comparison of laser precipitation monitor, piezoelectric transducer and particle imaging transient visual measurement technology

description: The experimental data were used to assess and compare applicability of laser precipitation monitor (LPM), piezoelectric transducers (PT) and particle imaging transient visual measurement technology (PIV) for the quantification of rainfall characteristics. Three instruments, LPM, PT, and PIV, were placed in a uniform rainfall area. The experiments run when the rainfall intensity was stable. Meanwhile, the four computers were employed to record data at the same time. To get optimum results of raindrop size distribution and raindrop fall velocity, three instruments were tested for 10 minutes at each simulated rainfall intensity. Finally, the raindrop data of each instrument was exported for analysis.
DOI: 10.17632/8djgh8jp4x
title: Embryonic Learning

description: Raw data
DOI: 10.17632/79fvdf9c29
title: Cell proliferation during whole-body regeneration in marine sponge Halisarca dujardinii (Demospongiae, Porifera). Part 4

description: Raw data on cell proliferation during whole-boy regeneration (cell reaggregation) in demosponge Halisarca dujardinii for the manuscript Lavrov et al. 'The role of cell proliferation and cell death in demosponge Halisarca dujardinii whole-body regeneration'. 
Data are represented by CLSM Z-stacks (DAPI, EdU, pH3, ac-alpha-Tubulin) stored in .ims format. Z-stacks contains the original image and Imaris-generated spots used to count nuclei/EdU-positive nuclei.
This part of the dataset includes Z-stacks of intact sponge tissues and the following reaggregation stages: 1) primmorphs with developing aquiferous system, late stages (LAS).
Other parts of the dataset are available by Related links.
DOI: 10.17632/rf5mtmnm47
title: Impact of haloperidol on innate immunity, hemostasis and antioxidant system in rats

description: Full results data
DOI: 10.17632/d5p6gfbdmp
title: Neuronal counts of the Anterior Piriform Cortex in 6 mammals

description: This repository contains Neurolucida files showing the density counts for 6 species of mammals (across 12 animals). The data set can also be used for estimating the volumes and surface areas of anterior piriform cortex, as a well as an analysis of neuron density counts. The data shows that as piriform cortex size increases, the surface area density, i.e., the number of neurons underneath 1 square mm of piriform cortex, decreases. Additionally, the number of synapses made by each neuron with axons from the olfactory bulb increases. These 2 results have two consequences as described in the attached reference paper of this dataset. 1. The number of piriform neurons and bulb glomeruli are related by the relationship n ~ g^(3/2). 2. The average number of synapses between each glomerulus and piriform neuron is invariant at 1. For details of how the data were gathered, please see the experimental procedures section of the reference paper.
DOI: 10.17632/9w584g54mz
title: Informed Consent

description: Clase sobre fundamentos del consentimiento informado.
DOI: 10.17632/vk2mpn4myx
title: No Distance is Too Far Between Friends: Associations of Comfortable Interpersonal Distance with PTSD and Anxiety Symptoms in Israeli Firefighters

description: The study investigated Interpersonal distance regulation (IDR) and attentional processing in a sample of Israeli firefighters with multiple duty-related trauma exposure. Participants completed an experimental task that measures comfortable interpersonal distance as well as measures of PTSD and anxiety. During the task, event-related potentials were recorded to assess attentional processing as reflected in the P1 and N1 components. We found that participants who did not choose a closer distance towards friends than strangers experienced greater anxiety. Moreover, participants who showed attentional avoidance towards strangers reported more PTSD symptoms. By contrast, participants who showed hypervigilant attention towards strangers reported greater anxiety. Our results demonstrate an association between IDR, PTSD, and anxiety after trauma. Future studies should re-investigate these associations in larger samples and explore potential implications for prevention and treatment.
DOI: 10.15468/dl.ugkhmg
title: Occurrence Download

description: A dataset containing 6057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Verbena brasiliensis Vell.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6057 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001575-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/75cxwyt29w
title: Leishmania donovani (HU3) complete transcripts

description: This dataset contains 790 sequences of transcripts considered complete molecules. These transcripts were generated and sequenced according to the procedure: Iso-Seq™ Template preparation for Sequel® Systems (PacBio). The RNA samples were derived from logarithmic phase promastigotes of the HU3 strain of Leishmania donovani. The transcripts represent complete sequences because they had at their 5’-end at least 8 nucleotides derived from the 3’ end of the spliced-leader (SL) sequence, and a poly-A at their 3’-end. These sequence elements were trimmed out.
DOI: 10.17632/jtgs75prcs
title: Curcumin Dopped ZnO Nanoparticles Data

description: Data from the characterization of Curcumin Dopped ZnO Nanoparticles
DOI: 10.17632/c28fnf34pk
title: Soil erodibility parameters for two soils with different soil moisture content evaluated with the mini-Jet Erosion Test (JET)

description: Soil erosion by water leads to various surface water problems including sedimentation of streams and reservoirs, degradation of soil health, reduction of water quality, and other. Soil detachment by water can be described by the excess shear stress equation. Values of two physical soil erodibility parameters, erodibility coefficient and critical shear stress, presented in the non-linear excess shear stress equation can be generated with a laboratory mini-Jet Erosion Test (JET). Raw JET experiment data is scour depth versus time. This dataset contains the results of JET experiments on two studied soils: silty clay loam (soil I, 16% sand, 48% silt, 36% clay, 4.25% organic matter, 1.45 Mg/m3 bulk density) from a tilled row crop field and clay loam (soil II, 38% sand, 32% silt, 30% clay, 4.13% organic matter, 1.49 Mg/m3 bulk density) from an annually grazed pasture. A total of 32 JET experiments (17 for silty clay soil I and 15 for clay soil II) were conducted on the samples with 0 g to 423 g initially infiltrated masses of water. For each JET experiment, the scour depth was recorded as a function of time. The experiment ended when the scour depth did not change after at least two scouring periods, and 30 to 38 periods were needed to reach the equilibrium depth. During the experiments, the time step increased from 15 sec at the beginning to 300 seconds at the end. The final scour depth varied from the smallest of 31 cm for a 0 g water for silty clay loam soil to the deepest of 46 cm for clay soil. The data files in the dataset are organized by the soil type and sorted by the index for the mass of initially infiltrated water provided in the summary file.
DOI: 10.17632/pc5c7xt95s
title: kasilian research data - Akbari's PhD Thesis

description: The Research Data include two GIS Maps of Geology and Land Use. The grain size distribution analysis of the target sediment samples is attached in an Excel file. All the soil and sediment "Geochemical Data" has been also included.
DOI: 10.17632/2tv7sm9cjy
title: Electric resistivity tomography and Seismic refraction tomography of mining tailings: Dataset

description: Electric resistivity tomography (ERT) and seismic refraction tomography (SRT) surveys conducted in a mining tailings storage facility, Pyhasalmi mine, Finland. Geophysical parameters include inverted data for electrical resistivity (\rho) and seismic P-wave velocity (Vp) in the subsurface of the study area. Dataset contains the spatial distribution of \rho and Vp across four transect lines and drillhole survey with stratigraphical observations
DOI: 10.17632/r5bc4hg2yw
title: Appendix and Supplemental Document for Research Letter, “Beliefs and barriers to care of  primary care practitioners towards melanoma screening and education in rural Texas"

description: Appendix 1 is referenced in the Research Letter and contains a list of Texas counties in which our survey respondents practice. Supplemental Document contains the original survey used in data collection.
DOI: 10.17632/5bxk6p8rky
title: Archive2025Feb_16

description: Raw data_MRC_Archive2025Feb_part_16
DOI: 10.17632/b6zxz74j9j
title: Data for: The state of social science research on antimicrobial resistance

description: This file contains raw and processed replication data, as well as source code for analysis, for the paper. Data.txt contains the raw citations data extracted from Web of Science. Cosine.csv contains the cosine similarity matrix based on bibliometric coupling. The cosine measurements are obtained by using Loet Leydesdorff's BibJourn.exe application on data.txt. See AMR Fig 2 for more details. Cr.csv contains the number of citations for the top outlets. Fig1.csv contains data comparing the number of citations in AMR and other global health emergencies. AMR Fig1.R contains the source code for Figure 1. AMR Fig2.R contains the source code for Figure 2.
DOI: 10.15468/dl.kky7pa
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Microstegium nudum (Trin.) A.Camus"
 ]
}

 The dataset includes 92 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/29ssbs4tzf
title: Registration_code

description: This is a registration framework to register inter-subject 3D MRI images. This can be modified with any stationary velocity field methods. Here the proposed method is implemented with "Herve Lombaert (2020). Diffeomorphic Log Demons Image Registration, MATLAB Central File Exchange. Retrieved November 9, 2020." We are planning to extend this to all stationary velocity field variants and make it available as a toolbox for inter-subject MRI registration.
DOI: 10.17632/n77bhwyp3y
title: Price, Investment and Leasing Data for the British Columbia ITQ Halibut Fishery

description: The data that is presented here was aggregated and consolidated to inform the research presented in the dissertation (under review) Edwards, D., Addressing Questions on the Social and Economic Outcomes of an Individual Transferable Quota Fishery, A dissertation to be submitted in partial fulfillment of the requirements for the degree of doctor of philosophy, University of British Columbia and in the paper Edwards, D., & Pinkerton, E. (2019), The Hidden Role of Processors in an Individual Transferable Quota Fishery. Ecology and Society, In Press. This document describes the sources and methodology used for these data inputs. The source data is provided in accompanying files. The data sources presented here are all publicly available, compiled from multiple sources including published reports, online datasets, a government pay for access dataset (BC Online corporate registry), and government data requests (through the federal Access to Information process). A file providing additional background on the data presented, including data sources, is included.
DOI: 10.17632/536ynvxw69
title: Water quality modelling geographical mapping

description: The dataset is on water quality analysis from Odisha (76 samples and 14 water quality parameter's, and Lat, Lon information of sampling). The data in excel and txt files contains the data. The Matlab script for (i) PCA analysis, and (ii) water quality modeling using different methods, and their comparison. For geospatial mapping two Shape file folders are available for the district level. Matlab script is for mapping the sampling site, annotating and administrative map of the district. The final Matlab script performs different IDW geospatial analysis, and mapping
DOI: 10.17632/v3s3tw83mw
title: Sectoral Collective Wage Agreements Data for Greece, 2005-2019

description: This data article describes a dataset of the main sectoral collective wage agreements signed in Greece between 2005 and 2019. The authors have read through the text of the collective agreements and codified the information provided therein. Information on 70 or so variables for each agreement are presented together with quantitative aggregate information on the sector and the occupations to which the agreement pertains. More specifically, some 20 or so variables refer to general features of the agreement (e.g. duration, extension or otherwise, parties to the bargain, use of mediation/arbitration services for the conclusion of the agreement etc) while most of the remaining variables refer to the remuneration of two main occupational groups within each sector (basic wage, allowances). Finally, information on average wages and the employment in the sector from the Hellenic Statistical Authority and the Ergani administrative database are also included. The codification of these agreements can prove useful for economists, industrial relations experts and political scientists. The dataset was collected as part of the EU funded CoBExt project through grant VS/2016/0340. The study reflects only the authors' views. The European Commission is not responsible for any use that may be made of the information that the study contains.
DOI: 10.17632/jt4m464y5c
title: Data for: Forecasting of slope deformation field using correlated grey model updated with time correction factor and background value optimization
DOI: 10.17632/trd43wp68c
title: List of macrozoobenthos groups and species in model groups (present / absent) in the shallow tundra lakes (North-east of the European part of Russia) 

description: We studied biodiversity of zoobenthos communities in 2000-2014 in the shallow tundra lakes (North-east of the European part of Russia)
This table presents the list of macrozoobenthos taxa from samples collected in the Malozemelskaya and Bolshezemelskaya tundra. The list includes revealed taxonomic groups of zoobenthos (16) and lower-rank taxa (83) for some (model) groups: Oligochaeta, Hirudinea, Mollusca, Phyllopoda, Amphipoda, Ephemeroptera, Plecoptera, Coleoptera, Trichoptera. 

Each column of the table corresponds to a group of shallow lakes in different river basins of tundra (I-VI): I – lakes from Ortina River Basin; II – lakes from Neruta River Basin; III – lakes from Kolva River Basin; IV – lakes from More-yu River Basin; V – lakes near Syattey-ty lakes (Vork); VI – Yarey-yu River Basin. 
The list of taxa contains only our own data. 

1. Chertoprud M.V., Chertoprud E.S. A short guide to freshwater invertebrates in the center of European Russia. M.: KMK Scientific Press Ltd., 2010.184 p. (In Russian)
2. Key to Identification of Zooplankton and Zoobenthos of Fresh Water of European Russia, KMK Scientific Press, Moscow, 2010, pp. 151–183. (In Russian).
3. Lillehammer A. 1988. Stoneflies (Plecoptera) of Fennoscandian and Denmark. Fauna Entomologica Scandinavica Vol. 21., Leiden, 169 pp. 
4. Teslenko V.A., Zhiltzova, L.A. Key to the stoneflies (Insecta, Plecoptera) of Russia and adjacent countries. Imagines and nymphs Dalnauka, Vladivostok, 2009. 382 pp. [in Russian].
5. Lepneva S. G. Fauna of the USSR. Caddisflies. Vol. II. Issues 1, 2. Zoological Institute of the USSR Academy of Sciences. Moscow, Leningrad. 1964. 560 pp. [in Russian]. 
6. Timm T. A guide to the freshwater Oligochaeta and Polychaeta of northern and central Europe. Lauterbornia, 1999. Issues 66.  235 pp.
7. Methodology for the study of biogeocenoses of inland waters.  M .: Nauka, 1975. 240 pp. (in Russian).

The study was performed in part as Federal Tasks of Department of Animals Ecology of the Institute of Biology of Komi Science Centre of the Ural Branch of the Russian Academy of Sciences “Faunal diversity and spacial and ecological structure of animal communities in the North-East of European Russia and adjacent areas in the context of environmental changes and development" (№ 1021051101423-9-1.6.12;1.6.13;1.6.14)
DOI: 10.17632/db3zwfjv6d
title: Data for: Extreme Natural and Man-Made Events and Human Adaptive Responses Mediated by Information and Communication Technologies’ Use: A Systematic Literature Review

description: File #1: Data coding scheme and categories File #2: Includes a more extensive analysis of the 60 articles (also available online on OSF at https://osf.io/n7r9e/?view_only=e3f515294a3e449a9792060c484d24cc ). This analysis focused on: study characteristics (number of participants and observations/messages; geographical coverage; period of observation/data collection; studied events); extreme event(s) studied; ICT devices and platforms from which data was collected; coding in the three adaptive functions categories; and source of coping response (individuals or organizations). In addition, full bibliographic references of these 60 articles were included in the file, rather than in the article’s reference list, due to its extension.
DOI: 10.17632/h848vjyyy6
title: Arbuscular mycorrhizal fungi in rosewood (Aniba rosaeodora Ducke) and mahogany (Swietenia macrophylla King) in the Manaus region

description: In the State of Amazonas there are two distinct periods of rainfall distribution, which are concentrated between December and April and a dry period, which runs from June to September. This climate characteristic can interfere in the establishment of the mycorrhizal association in forest species, considering that soil moisture can interfere with the germination of mycorrhizal fungi spores. The soil moisture near the field capacity favors the development of symbiosis, and alternations between dry and rainy periods can favor the sporulation of AMF. However, there are discrepancies among the studies regarding the establishment of mycorrhizal fungi as a function of soil moisture. The restriction of water availability in the months of low precipitation induces in the microorganisms associated with the plant, the activation of adaptation mechanisms, such as increased sporulation. The mycorrhization occurs mainly in thin and new roots, which must be present at the time the AMF are observed, a situation that may vary according to the plant species and their location in the forest system. Mahogany (Swietenia macrophylla King) and rosewood (Aniba rosaeodora Ducke) are native species from the Amazon of high economic value. The cultivation of these plants involves the use of appropriate agricultural practices to obtain productive forest stands. The success of the establishment of these species depends on the ability to withstand edaphoclimatic variations and, consequently, to present high percentages of survival in the field and less need for cultural treatments, therefore, the association with mycorrhizal fungi can be of fundamental importance for the establishment of these species, as it can improve mineral nutrition and water absorption for the metabolism of plants in periods of less precipitation. These factors must be considered: seasonality, edaphic factors, host dependency, host plant ages, the sporulation skills and the patterns of distribution of FMA spores in soils. There are several studies carried out with mycorrhizal associations in the Amazon with annual crops (Miranda, Vilela, & 2005; Silva, Siqueira & Stürmer , 2009), as well as with perennial species (Oliveira, 2001; Oliveira & Oliveira, 2004; Moreira, Oliveira, Maia & Oliveira, 2019b). However, more researches are needed to better understand how mycorrhizal relationships are established in regional plant species. The present study verified the occurrence of mycorrhizal fungi in rosewood (Aniba rosaeodora Ducke) and mahogany (Swietenia macrophylla King) cultivated in two rural properties in the Community of Brasileirinho, in the municipality of Manaus, in three different periods, and to verify how these associations contribute to the nutrition of these two species.
DOI: 10.17632/43m69k7jhy
title: ADM Toolbox and Decision Tree

description: Automated-decision making (ADM) toolbox containing a list of ADM methods (sheet 1) and selection criteria (sheet 2). Both are combined in the evaluation matrix (sheet 3) required for the ADM method selection process from the ADM framework. References (sheet 4) for the research are attached.

The ADM decision tree uses the ADM evaluation matrix from the toolbox to select a suitable ADM method to automate a specific decision, based on decision and data attribute requirements defined previously.
DOI: 10.17632/2vc9rdmdyj
title: Learning Disability

description: SPSS & Amos Files
DOI: 10.17632/kfxvjj5j5d
title: Data for: Circulating miR-143-3p inhibition protects against insulin resistance in Metabolic Syndrome via targeting of the insulin-like growth factor 2 receptor

description: Circulating miR-143-3p inhibition protects against insulin resistance in Metabolic Syndrome via targeting of the insulin-like growth factor 2 receptor
DOI: 10.17632/vdw3757cxv
title: Quantification of LGR5 expression relative intensity in porcine cochleae 

description: LGR5 expression relative intensity in porcine cochleae from E80, P0, P60, and P120 is collected at six different frequencies of 40 Hz, 100 Hz, 500 Hz, 1000 Hz, 10000 Hz, and 20000 Hz. 
To quantify the LGR5 expression, the LGR5 intensity of 10 individual cells from each subset of supporting cells including greater epithelial ridge/inner sulcus cells (GER/ISC), inner border cells (IBC), inner phalangeal cells (IPHC), inner and outer pillar cells (IPC, OPC),1st and 2nd Deiters’ cells (DC12), 3rd Deiters’ cells (DC3), and Hensen cells (HS) on surface view was measured via ImageJ and divided by the background intensity at 6 different frequencies. We divided the LGR5 intensity by the background to normalize the signal strength at different depths and positions, under the assumption that the background intensity i.e., autofluorescence should be equal in all cell locations in the organ of Cortis for an individual sample. A total of 16 cochleae (LGR5-H2B-GFP) were subject to quantification: 4 cochleae were taken from E80 pigs, 4 cochleae were taken from P0 pigs, 4 cochleae were taken from two P60 pigs, and 4 from P120 pigs.
DOI: 10.17632/42hts9yjpx
title: Data: Effects of the domestic and foreign financial stress on stock returns in Asia-Pacific countries

description: This is a dataset used in the empirical analysis.
DOI: 10.17632/t8ytwfgdz9
title: Spatial connections between microplastics and heavy metal pollution within floodplain soils

description: Publication raw data "Spatial connections between microplastics and heavy metal pollution within floodplain soils".
Dataset 1 containing general soil data (grain size fractions, pH, organic matter), total plastic loads (p kg-1) and metal, metalloid and heavy metal loads (mg kg-1) from soil samples of the Lahn river catchment. 
Dataset 2 containing heavy metal loads (ppm) from extracted coarse microplastic and mesoplastic particles as well as particle descritpions.