cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.870605
title: A global data set of soil hydraulic properties and sub-grid variability of soil water retention and hydraulic conductivity curves, link to model result files in NetCDF format

description: Climate and numerical weather prediction models, re-analyses, as well as agroecosystem models, require adequate parameter values for soil hydraulic properties (describing e.g. the shape of the soil water retention and hydraulic conductivity curves) at the global scale. Resampling of soil hydraulic properties to a model grid is typically performed by different aggregation approaches such a spatial averaging and the use of dominant textural properties or soil classes. These aggregation approaches introduce imprecision and parameter value discrepancies throughout spatial scales due to nonlinear shape of the hydraulic conductivity and water retention curves. Therefore, we developed a method to scale van Genuchten hydraulic parameters (theta_s, theta_r, alpha, n, Ks) to individual model grids and provide a global data set that overcomes the mentioned problems. The data set is based on the ROSETTA pedotransfer function of Schaap et al. (2001, doi:10.1016/S0022-1694(01)00466-8) applied to the SoilGrids1km data set of Hengl et al. (2014, doi:10.1371/journal.pone.0105992). The approach is based on Miller-Miller scaling that fits the shape parameters of the water retention curve to all sub-grid water retention curves to provide the best-fit parameter values for the grid cell at model resolution, here 0.25°; at the same it maintains the information of sub-grid variability of the water retention curve by deriving local scaling parameters. Based on the Mualem van Genuchten approach we also derive the unsaturated hydraulic conductivity from the water retention functions, thereby assuming that the local scaling parameters are also valid for this function. In addition, information on global sub-grid scaling variance is given that enables modelers to improve dynamical downscaling of (regional) climate models or to perturb soil hydraulic parameters for model ensemble generation. These improvements should allow for more informed studies of the effects of variability in soil physical properties on land surface-atmosphere exchange.
description: Supplement to: Montzka, Carsten; Herbst, Michael; Weihermüller, Lutz; Verhoef, Anne; Vereecken, Harry (2017): A global data set of soil hydraulic properties and sub-grid variability of soil water retention and hydraulic conductivity curves. Earth System Science Data, 9(2), 529-543
DOI: 10.17608/k6.auckland.16894903.v5
title: Volcanic geospatial database of the Chilean-Argentinian segment (22.5-29°S) of the Central Volcanic Zone of the Andes

description: Volcanic geospatial database in shp and kmz formats. The dataset includes: 1) Volcanic deposits, 2) Volcanic vents, 3) Radiometric ages, and 4) Tectonic structures. This database was compiled as part of Daniel Bertin's PhD Thesis "Volcano-tectonic history and volcanic hazard assessment of the 22.5-29°S segment of the Central Volcanic Zone of the Andes". An online rendering of the database is uploaded here.
DOI: 10.17632/w8sv2ccdh7.1
title: Physical Activity Partially Mediates the Relationship of Primitive Reflexes to Cognitive Functioning and Psychological Resilience in Older Adults

description: Unlike regular physical activity (PA), which benefits cognitive function (COG) and psychological resilience (RES) in older adults, the reemergence of primitive reflexes (PRs) is linked to cognitive decline. Despite PA’s potential role in delaying psychological impairment, the contrasting effects of PA and PRs on COG and RES have not been studied. This cross-sectional study examined these relationships in 115 healthy older adults (Mean age = 75.9 years; ± SD = 7.03; 23.5% men). PRs were assessed using 13 indices, while PA, COG, and RES were measured with questionnaires. One weak significant correlation was found between age and a single PR, and total right-side PRs were weakly positively correlated with age (R² = .066). Hierarchical linear regressions showed right-side PRs explained over 40% of the variance in COG and over 50% in RES. Mediation analysis indicated PA reduces the negative impact of PRs on COG and RES. This study suggests PA's positive effects on COG and RES may be due to downregulation of PRs, which tend to increase with age.
DOI: 10.17863/cam.16677
title: Research data supporting "Phase entrainment of brain oscillations causally modulates neural responses to intelligible speech"

description: Pre-processed fMRI data and MATLAB scripts as supplemental material for Zoefel et al., Curr Biol, 2018.
DOI: 10.24381/cds.4c328c78
title: Sea level daily gridded data from satellite observations for the global ocean from 1993 to present
DOI: 10.5067/gpm/imergdf/day/06
title: GPM IMERG Final Precipitation L3 1 day 0.1 degree x 0.1 degree V06
DOI: 10.5067/grixz91de0l9
title: IceBridge Sea Ice Freeboard, Snow Depth, and Thickness Quick Look, Version 1
DOI: 10.5281/zenodo.11422941
title: Human Bone Ultrastructure in 3D (nano-CT+qPRS): Data Archive

description: This is a Data Archive with original data for the manuscript "Human Bone Ultrastructure in 3D: Mltimodal Correlative Study Combining Nanoscale X-Ray Computed Tomography and Quantitative Polarized Raman Spectroscopy".

A README file containing all descriptions can be found in the main folder. Data is stuctured into 4 categories: Light Microscopy, nano-CT tilt series, nano-CT reconstruction and Raman (qPRS) Data. Each category is uploaded as a .zip archive and contains files related to respective technique (in their turn groupped into .zip archives by the name of a showcased sample).
DOI: 10.5281/zenodo.14879937
title: Elemental and Li isotopic investigation of a proglacial river system: insights to modern chemical weathering processes

description: This publication reports lithium elemental and isotopic composition of the dissolved load and X-ray diffraction (XRD) analyses of the suspended load from the proglacial Matanuska River and associated five tributaries in Southcentral Alaska (USA). 

Pappala et al. (2023) originally contained the cationic and anionic data of the Matanuska River and its tributaries.
DOI: 10.5439/1027268
title: 30baebbr

description: ARM Instrument: Best-Estimate Fluxes From EBBR Measurements and Bulk Aerodynamics Calculations
DOI: 10.6084/m9.figshare.26029363
title: <b>Thirty years of ground deformation monitoring at Stromboli volcano</b>

description: Since 1992, INGV has collected tilt, GNSS (Global Navigation Satellite System) and strainmeter data, for the monitoring of effusive and explosive activity of Stromboli volcano. In this timespan, ground deformations related to eruptive activity, paroxystic explosions, cycles of inflation/deflation and many other phenomena of volcanological and geophysical interest have occurred. The dataset from the permanent geodetic networks spans the period 1992/2022 and the sampling rate is variable, depending on the individual instrument: from the daily 3D coordinates of GNSS stations to the 1 Hz data of the strainmeter. The time series of GNSS, tilt and strainmeters data cover the entire spectrum of the volcanic and tectonic events that can be studied. Furthermore, the GNSS velocity field is provided.
DOI: 10.6084/m9.figshare.27867744
title: Data and supporting information for Geochemical fingerprintingof siboglinid tubeworms Insights from stable isotopes (C, N, S) and trace elements.xls

description: Geochemical fingerprintingof siboglinid tubeworms Insights from stable isotopes (C, N, S) and trace elements
DOI: 10.6084/m9.figshare.27957141
title: Stochastic Reservoir Computers

description: Data and Jupyter notebooks written in Python used to generate the figures found in the article titled "Stochastic Reservoir Computers."
DOI: 10.6084/m9.figshare.28387685
title: <b>Source data for Ligand-induced self-assembly of twisted two-dimensional halide perovskites</b>

description: Source data for <b>Ligand-induced self-assembly of twisted two-dimensional halide perovskites</b>
DOI: 10.5281/zenodo.14673680
title: S-NPP OMPS LP PSC Data

description: Daily files of polar stratospheric cloud presence observed by the Ozone Mapping and Profiler Suite (OMPS) Limb Profiler (LP) instrument on the Suomi National Polar-orbiting Partnership (S-NPP) satellite.
DOI: 10.5281/zenodo.268485
title: Isbsg10

description: This is <em>teaser data</em> from the The International Software Benchmarking Standards Group. Stored here is a small subset of of the ISBSG data. The rest of the data can be accessed, for a nominal cost, from https://www.isbsg.org/.

 

See also

The COSMIC data set http://openscience.us/repo/effort/isbsg/cosmic.html

Reference

The International Software Benchmarking Standards Group Limited, ISBSG http://www.isbsg.org))

Attribute Information


	Attributes: https://terapromise.csc.ncsu.edu/repo/effort/isbsg/isbsg10/isbsg-attribute-info.txt
DOI: 10.5281/zenodo.13927587
title: Data for: Homogeneity Equation for the Effective Elastic Properties of Heterogenous Rocks Developed from Machine Learning
DOI: 10.15468/fdpeaw
title: Global soil organisms

description: Global distribution of soil organisms. Data deposited in this project represent unique (non-clustered) sequences. These sequences are members of the curated OTU list (tag-jump filtered and chimera-free, clustered at 98% similarity threshold) from the GSMc dataset (Tedersoo et al., Fungal Diversity, 2021, https://doi.org/10.1007/s13225-021-00493-7). For each OTU in each sample, within-OTU sequences were dereplicated ignoring terminal gaps; in the presence of sequence variants differing only in the length of homopolymeric regions, only the most abundant variant was preserved. Taxonomic annotation was transferred from the representative sequence of each OTU to all unique sequences clustered in it. The current dataset includes additional soil samples not covered by the published article (Tedersoo et al., Fungal Diversity, 2021). Additional samples were collected following a slightly different sampling protocol. Taxon occurrences originating from these samples can be filtered out by Dataset name ('Global soil samples subproject (sequences from additional samples)') and Dataset ID (108273). The number of distinct sampling sites: 3 736, sampling events: 4 514. The number of unique taxa based on UNITE species hypotheses on 1.5% distance threshold: 292 413.
DOI: 10.1594/pangaea.846962
title: Physical oceanography from CTD in the Filchner Depression (Weddell Sea, Antarctica) during Ernest Shackleton cruise ES060

description: Elevation: LADCP bottom tracking when available, otherwise echosounder
DOI: 10.1594/pangaea.903104
title: Physical oceanography and current meter data from mooring AWI252-2

description: Gear ID 1: SBE39/56, SN1962; Gear ID 2: SBE39/56, SN4232; Gear ID 3: SBE39/56, SN4310; Gear ID 4: SBE37, SN2391; Gear ID 5: SBE37, SN9838; Gear ID 6: RCM7/8/11, SN512
DOI: 10.1594/pangaea.903317
title: Physical oceanography and current meter data from mooring AWI254-2

description: Gear ID 1: SBE39/56, SN4327; Gear ID 2: SBE39/56, SN4328; Gear ID 3: SBE39/56, SN4332; Gear ID 4: SBE39/56, SN4333; Gear ID 5: SBE39/56, SN4335; Gear ID 6: SBE37, SN2091; Gear ID 7: SBE37, SN9834; Gear ID 8: RCM7/8/11, SN469
DOI: 10.1594/pangaea.974438
title: Hourly forecast data of near-surface and surface fields for the wintertime period 15 October 2019 to 15 March 2020 at the location of the Multidisciplinary drifting Observatory for the Study of Arctic Climate expedition from 7 operational and quasi-operat

description: Hourly forecast data of near-surface and surface fields for the wintertime period 15 October 2019 to 15 March 2020 at the location of the Multidisciplinary drifting Observatory for the Study of Arctic Climate expedition (MOSAiC; which drifted from the Siberian Sea to Fram Strait from October 2019 to October 2020, see Shupe et al., 2022) from 7 operational and quasi-operational forecast systems; the NOAA-PSL Coupled Arctic Forecast System (CAFS; Solomon et al., 2024), the ECMWF Integrated Forecast System (IFS; Haiden et al., 2019), the Météo-France ARPEGE-GELATO forecast system (ARPEGE; Bazile et al., 2020), the Russian Hydrometcentre SL-AV forecast system (SL-AV; Tolstykh et al., 2018), the German Weather Service forecast system (DWD; Zängl et al., 2015), the experimental configuration of the HARMONIE-AROME forecast system (H-AROME; Bengtsson et al., 2017), and the U.S. Navy-ESPC forecast system (NAVY; Barton et al., 2021). These forecasts were produced for the intercomparison study of wintertime statistics of the surface energy budget by Solomon et al. (2023) and used by Sledd et al. (2024) to study the response of the surface energy balance to changes in radiative forcing. See the metadata section for a detailed description of all fields included in the files.
DOI: 10.17190/amf/1818371
title: AmeriFlux FLUXNET-1F US-Ro5 Rosemount I18_South

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-Ro5 Rosemount I18_South. This is the FLUXNET version of the carbon flux data for the site US-Ro5 Rosemount I18_South produced by applying the standard ONEFlux (1F) software. Site Description - This tower is located in a farm field farmed in accordance with the dominant farming practice in the region: a corn/soybean rotation with chisel plow tillage in the fall following corn harvest and in the spring following soybeans.
DOI: 10.17190/amf/1881590
title: AmeriFlux FLUXNET-1F US-Ro6 Rosemount I18_North

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-Ro6 Rosemount I18_North. This is the FLUXNET version of the carbon flux data for the site US-Ro6 Rosemount I18_North produced by applying the standard ONEFlux (1F) software. Site Description - This tower is located in a farm field farmed in accordance with a conservation type agricultural practice in the region: a corn/soybean/clover (living mulch/cover crop) rotation with chisel plow tillage in the fall following corn harvest and in the spring following soybeans.
DOI: 10.17632/thwcpkktwf.3
title: The role of environmental CO2 and Si on Martian FeMg-smectites formation

description: We obtained four series of products in different Si concentrations during hydrothermal experiments. We studied the sequence of their mineral assemblages and crystal structures using several measuring methods, such as XRD, FTIR, TG, TEM and Mössbauer spectroscopy. Using this analysis, we proposed a conversion process from pyroaurite to nontronite, via lizardite as an intermediary phase. Our product spectra are compared with CRISM NIR spectra.
Table 1 outlines the hydrothermal experimental conditions. Figure 1 displays X-ray diffraction (XRD) patterns of the products from different Si content solutions. Figure 2 illustrates the Thermogravimetric (TG) analyses of the 25d products in Figure 1. Table 2 sums up the mass losses and decomposition temperatures for our products and previous words. Figure 3 shows the XRD patterns of the products in conversion experiments, and Figure 4 displays the micromorphology investigated by transmission electron microscopy (TEM). Figure 5 shows the chemical composition of the supernatant. Figures 6, 7 and 8 show the FTIR, VNIR and Mössbauer spectra of our products, respectively. Table 3 lists the fitting parameters of the Mössbauer spectra.
DOI: 10.17632/x3gpr74p2t.1
title: Heatwaves Suppress Isoprene Emission Optima in Subtropical Eucalyptus: Implications for Biogenic VOC Modeling under Extreme Thermal Events

description: Data for the article entitled “Heatwaves Suppress Isoprene Emission Optima in Subtropical Eucalyptus: Implications for Biogenic VOC Modeling under Extreme Thermal Events”
DOI: 10.17632/xgjxbprt3g.1
title: Dataset of the paper "Characterization of spatially heterogeneous environmental variables through multi-modal Generalized sub-Gaussian distributions"

description: Reaction rate data evaluated from Atomic Force Microscopy topography images of a calcite sample subject to dissolution at far-from-equilibrium conditions under continuous flow.
DOI: 10.17882/54012
title: Hydrological and current data for the Southern Weddell Sea, collected as part of the WAPITI oceanographic survey (JR16004)

description: Deep water formed around the Antarctic continent drives the world ocean circulation. More than50% of this deep water is formed within only about 10% of the Antarctic circumpolar band: the Weddell Sea. Subtle changes in the circulation of the Weddell Sea can lead to major changes infloating ice-shelves, with critical implications for global sea-level, the production of deep water,the global ocean overturning circulation, and the associated carbon pumps of the Southern Ocean.The WAPITI cruise aims at zooming onto the source region of Antarctic Bottom Water, where potential changes at A23 would originate. In particular, Antarctic Bottom Water are formed by relatively warm current that enters in contact with ice-shelves. We will investigate the processes controlling the on-shore transport of relatively warm water onto the shelf toward the ice-shelves. Specifically we aim at observing the circulation (seasonality, timescale) and forcing (tide, sea-ice, air-sea) of the circulation on the continental shelf, and make unprecedented measurements of the biological and physical carbon pumps and associated acidification.
DOI: 10.24432/c50k61
title: Year Prediction MSD
DOI: 10.24432/c51p4m
title: Breast Cancer
DOI: 10.24432/c54g67
title: Liver Disorders
DOI: 10.15468/dl.5c8jgj
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lindera aggregata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 147 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004888-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kv2zcn576j
title: International Journal of Ambient Energy

description: The data for research work entitled: Performance evaluation of three novel spring-shaped turbulators and CGNPs/H2O nanofluid in a PTC as a Source of Sustainable Energy
DOI: 10.17632/kv2zcn576j.1
title: International Journal of Ambient Energy

description: The data for research work entitled: Performance evaluation of three novel spring-shaped turbulators and CGNPs/H2O nanofluid in a PTC as a Source of Sustainable Energy
DOI: 10.17632/ws7t49k2f4
title: Chemometric dataset of tomatillo (Cyphomandra betacea Sendtn), yellow, red, purple under five processing technologies (P, OD, HAD, SPL, CF): FTIR/FTNIR spectra and physicochemical variables

description: This repository provides a chemometric dataset of Solanum betaceum (tamarillo) from three varieties (Yellow, Red, Purple) processed with five technologies: Pulp (P), Osmotic Dehydration (OD), Hot-Air Drying (HAD), Sheet Pulp Drying (SPL), and Candied Fruit (CF). The dataset supports classification and regression from FTIR/FTNIR spectra and physicochemical quality variables.

What’s included:
- FTIR/FTNIR spectra per sample (wavenumber, cm⁻¹). Columns = treatment codes; rows = wavenumbers.
- Sample metadata (code map) capturing experimental factors:
- Variety: Yellow, Red, Purple
- Technology: P, OD, HAD, SPL, CF, 
- P only: Additive (Unsweetened vs. Sweetened at 40 °Brix), Treatment (Unpasteurized vs. Pasteurized at 95 °C/1 min).
- OD/HAD: Part (Mesocarp vs. Mesocarp+Endocarp) and Temperature (30, 40, 50 °C)
- SPL: Temperature (30, 40, 50 °C)

Physicochemical variables per sample:
- Bioactives: Total polyphenols (mg GAE·g⁻¹), ABTS⁺ antioxidant capacity (mg TE·g⁻¹), Total anthocyanins (mg·g⁻¹), Ascorbic acid (mg AA·g⁻¹), Total carotenoids (μg·g⁻¹), Vitamin E (mg α-tocopherol·g⁻¹)
- Color (CIELAB): L*, a*, b*, Hue, Chroma, ΔE*
- Basic quality: pH, Titratable acidity (% citric acid), Total soluble solids (°Brix), Maturity index (MI = °Brix/TA)

Experimental design (summary):
- Pulp (P): 2×2×3 (Pasteurization × Additive × Variety), 4 replicates per combination.
- OD & HAD: 2×3×3 (Part × Temperature × Variety), 3 replicates.
- SPL: 3×3 (Temperature × Variety), 3 replicates.
- CF: Variety (3 levels), 3 replicates.
DOI: 10.17632/ws7t49k2f4.2
title: Chemometric dataset of tomatillo (Cyphomandra betacea Sendtn), yellow, red, purple under five processing technologies (P, OD, HAD, SPL, CF): FTIR/FTNIR spectra and physicochemical variables

description: This repository provides a chemometric dataset of Solanum betaceum (tamarillo) from three varieties (Yellow, Red, Purple) processed with five technologies: Pulp (P), Osmotic Dehydration (OD), Hot-Air Drying (HAD), Sheet Pulp Drying (SPL), and Candied Fruit (CF). The dataset supports classification and regression from FTIR/FTNIR spectra and physicochemical quality variables.

What’s included:
- FTIR/FTNIR spectra per sample (wavenumber, cm⁻¹). Columns = treatment codes; rows = wavenumbers.
- Sample metadata (code map) capturing experimental factors:
- Variety: Yellow, Red, Purple
- Technology: P, OD, HAD, SPL, CF, 
- P only: Additive (Unsweetened vs. Sweetened at 40 °Brix), Treatment (Unpasteurized vs. Pasteurized at 95 °C/1 min).
- OD/HAD: Part (Mesocarp vs. Mesocarp+Endocarp) and Temperature (30, 40, 50 °C)
- SPL: Temperature (30, 40, 50 °C)

Physicochemical variables per sample:
- Bioactives: Total polyphenols (mg GAE·g⁻¹), ABTS⁺ antioxidant capacity (mg TE·g⁻¹), Total anthocyanins (mg·g⁻¹), Ascorbic acid (mg AA·g⁻¹), Total carotenoids (μg·g⁻¹), Vitamin E (mg α-tocopherol·g⁻¹)
- Color (CIELAB): L*, a*, b*, Hue, Chroma, ΔE*
- Basic quality: pH, Titratable acidity (% citric acid), Total soluble solids (°Brix), Maturity index (MI = °Brix/TA)

Experimental design (summary):
- Pulp (P): 2×2×3 (Pasteurization × Additive × Variety), 4 replicates per combination.
- OD & HAD: 2×3×3 (Part × Temperature × Variety), 3 replicates.
- SPL: 3×3 (Temperature × Variety), 3 replicates.
- CF: Variety (3 levels), 3 replicates.
DOI: 10.17632/565sknfykx
title: Liaqat Humna Valorisation of acid whey

description: These files contain data used for generating the Figures 1A, 1C and 1D in the manuscript "Valorisation of Acid Whey Permeate for High-Purity Nisin Z Production Using Artisanal Lactococcus lactis Isolates" submitted to the BMC Microbiology.
DOI: 10.17632/565sknfykx.1
title: Liaqat Humna Valorisation of acid whey

description: These files contain data used for generating the Figures 1A, 1C and 1D in the manuscript "Valorisation of Acid Whey Permeate for High-Purity Nisin Z Production Using Artisanal Lactococcus lactis Isolates" submitted to the BMC Microbiology.
DOI: 10.17632/bwd98nkhx6
title: Photo archive of in situ benthic imagery from the Eastern Shore Islands Area of Interest - Part 2 of 2

description: An Area of Interest (AOI) for DFO (Fisheries and Oceans Canada) is a marine area that has been identified as a potential location for a long-term Marine Protected Area (MPA) under the Oceans Act. The Eastern Shore Islands Area of Interest is found on the continental shelf south of Nova Scotia in Atlantic Canada. Four benthic imagery transects were positioned perpendicular to the shoreline of Nova Scotia and extending from ~30 to ~120 m depth across the study site, with three of the four transects further offshore from the AOI boundary. A collection of 6960 images of the seafloor were captured along these transects using a towed system’s (Campod) downward-facing camera during the HUD2018021 survey between June 30th and July 4th, 2018. Of these, 672 images were analyzed using the online image annotation software BIIGLE to record taxa presence. Here we provide the files for each of those analyzed images, organized by transect. The organisms identified from those images have been summarized in a technical report and statistically analyzed for a forthcoming publication.