cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17603/ds2-g3yc-6z20
title: Field SPT, CPT, Vs, Tsite along with surface evidence of liquefaction
title: in Liquefaction Triggering in Subduction Zones

description: To allow the study of liquefaction triggered by subduction earthquakes, this database presents more than 200 sites with recorded surface manifestation of liquefaction, or absence of it. The sites where affected by one the last 4 major earthquakes in Chile, 2010 Mw 8.8 Maule, 2014 Mw 8.2 Iquique, 2015 Mw 8.3 Illapel, or 2016 Mw 7.6 Melinka. Most sites have measured shear-wave velocity profiles, site periods, and geotechnical data from Standard Penetration Tests, Cone Penetration Tests, and laboratory tests. Surface intensities at every site are also reported, computations are explained in the companion data paper.
description: The data set contains evidence of surface manifestation of liquefaction and absence of it for 209 sites in Chile, 55% of sites have clear surface evidence. It also contains geophysical and geotechnical information. For the sites with geophysical information (140 sites) surface intensities are also estimated.
DOI: 10.4231/d3m61bq73
title: FLIQ-Foundation and Ground Performance in Liquefaction Experiments

description: The effects of seismically induced liquefaction on building foundations have been intensely studied through case histories, numerical simulations, and many experiments (e.g., Whitman and Lambe 1988, Liu and Dobry 1997, Bouckovalas et al. 1991, Hausler 2002). In recent years a number of sophisticated centrifuge experiments with model buildings with various foundations overlying a layer of loose liquefiable sand have been performed to investigate key aspects of liquefaction that affect building performance. For each test series, soil profiles, structure properties and ground motions are varied to study specific liquefaction and soil-structure interaction phenomena.  It is often difficult to compare results from different research programs because each researcher develops their own notation and sign conventions, and each research program focuses attention on different aspects of their experiments. A considerable effort was made to go through data reports from several experimental programs and tabulate consistently defined variables that enable future researchers to compare initial conditions, ground motion sequences and performance parameters from experiments performed by different researchers. This dataset includes 9 large-scale centrifuge tests, with 49 stations (e.g., a building of or a free-field site), and over 60 shaking events, totaling 405 event-model case histories. The dataset allows users to access information from many centrifuge tests. Analyzing these and future tests as a whole instead of looking inward at individual experiments gives a broader understanding of liquefaction principles and will aid in building on geotechnical earthquake engineering understanding of liquefaction. This dataset was previously published by DEEDS at datacenterhub.org, but when the authors were notified that the dataset hosting service would go out of service, the data was reformatted in 2023 for archiving at NHERI in the Data Depot of DesignSafe-CI. Prior to being published by DEEDS, the dataset was archived in the Project Warehouse by NEES (Network for Earthquake Engineering Simulation). In the process of moving from NEES to DEEDS and finally to NHERI DesignSafe, the archived data has not been changed; however, it was necessary to reorganize and reformat the files and directory structures. The user of the data is encouraged to start exploring this dataset by studying the README file in the Folder "1 MAIN SPREADSHEET AND DOCUMENTATION".
DOI: 10.21979/n9/abavlk
title: Why Do Babies Babble?

description: Styles, SJ (2020) Why do Babies Babble? (Info Sheet/Poster) "Babbling is a series of exercises that little ones use to develop strength and precision in different muscle groups. Babies who babble can hear what their voice sounds like, and compare it to the way adult voices sound. This feedback during learning allows a baby to experiment with the way they make their sounds, and work towards sounding more like adults."
DOI: 10.17603/ds2-nspe-3p86
title: Non-ergodic Ground Motion Model Development with Stan and INLA
title: in UCLA GIRS NHR3 NGMM Tools

description: This repository contains the files for the UCLA GIRS NHR3 Non-ergodic Ground-Motion Methodologies and Models project (https://github.com/NHR3-UCLA/ngmm_tools)


description: This repo contains example files for the development of non-ergodic ground motion models through STAN or INLA
DOI: 10.17603/ds2-zcb9-ry11
title: Two-Story Wood Building Test
title: in Shake Table Test of A Two-story Mass Timber Building with Post-tensioned Rocking Walls

description: This testing program is a full scale sake table test of a two-story mass timber building at NHERI@UCSD facility. The building is a wood building built with glulam beams and columns with Cross Laminated Panel (CLT) floors. The lateral system is an innovative CLT rocking wall system with post-tensioning to enable self-centering of the building after major earthquakes. It is part of a six-university collaborative project "NHERI Tallwood Project", which runs from 2016 to 2020 and contains other testing programs that are to be conducted in the next 2 years. Future testing programs will be added to DesignSafe  as they become available and linked to this publication. The participating universities include Colorado School of Mines, Colorado State University, University of Washington, Washington State University, University of Nevada at Reno, and Lehigh University.
description: A series of full scale shake table tests on a two story mass timber building with resilient rocking walls made out of Cross Laminated Timber (CLT) material. The tests include a total of 21 white noise excitation tests and 14 seismic tests. The objective of this test program is to validate structural resilience of the prototype mass timber building system and generate a benchmark data set for dynamic response of the resilient rocking wall design under different earthquake intensity levels. Each test folder contains a Readme file discussing the raw shake table data that can be found in that folder.
DOI: 10.17603/ds2-fpg9-1w85
title: Testing the Wind Resistance of Wall Sheathing Panels Used in Wood-Framed Low-Rise Residential Construction
title: in CAREER Tornado Resiliance Structural Retrofit for Sustainable Housing Communities

description: The data .csv files are located in Plywood Tests and OSB Tests folders. Each folder contains 10 test of a wood frame
model that is supposed to represent what an actual wall built in practice would be built as. Each specimen was tested 
to failure. This was done to determine a statistical failure capacity of sheathing panel. Two types of sheathing panels
were examined because these are the two types of sheathing panels used in residential construction. These two panels 
were compared to see if there was a difference in failure capacity between the two types. There was no statistical 
significance between the two types of panel, therefore we combined the results of the 20 tests as one group. The mean
failure capacity was determined to be 4.21 kPa (88 psf). Fragility functions were made using a Monte Carlo Simulation
to compare the probability of a was sheathing panel vs. a roof sheathing panel.
description: The goal of this experiment was to determine the out-of-plane capacity of wood sheathing panels that are attached to a wood framed wall. The specimens were 4' x 8' wood sheathing panels and they were tested using a step-and-hold monotonic pressure trace. This data-set provides the experimental data from the experiments performed on both plywood and OSB sheathing panels. The experiment consisted of 10 plywood and 10 OSB experiments on a similarly constructed wood frame model that is supposed to represent an actual wall built in practice. Each specimen was tested to failure. This was done to determine a statistical failure capacity of the sheathing panels. Two types of sheathing panels were examined because these are two types of sheathing panels typically used in residential construction. These two panels were compared to determine if there was a difference in failure capacity between the two panel types. There was no statistical significance found between the failure capacity of the two types of panels, therefore the results of the 20 tests were combined as one group. The mean failure capacity was determined to be 4.21 kPa (88 psf). Fragility functions were made using a Monte Carlo Simulation to compare the probability of failure a wall sheathing panel vs. a roof sheathing panel.
DOI: 10.15468/dl.5s6a6x
title: Occurrence Download

description: A dataset containing 390497 records in GBIF matching the query:
SELECT "year", countryCode AS countryCode, datasetKey, speciesKey, species, family, class, sex, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND continent = 'EUROPE' AND "year" &gt;= 2000 AND speciesKey IN (2480578, 4408405, 4408410, 2493124, 2493114, 5739298, 5229165, 2475532, 2474045, 2474055, 6178325, 2498026, 2490274, 5228644, 2480510, 2480506, 2480509, 2480500, 2480505, 2480934, 2480906, 2497295, 2498259, 2473663, 2480910, 5232464, 5232451, 5959092, 2494394, 2481606, 2482100, 2480564, 2490681, 6177960, 2481521, 8109681, 4408795, 2480311, 2480281, 2490674, 2474864, 2481119, 2481912, 2481909, 2480666, 2480482, 2480487, 2480491, 2480495, 2495427, 2495434, 2495459, 2495406, 2475365, 4408498, 2480740, 2498347, 2477927, 6177296, 6177279, 8773033, 2478031, 2477872, 7190969, 2480876, 2480372, 2491490, 2491469, 2491482, 8014966, 2481034, 9813242, 2481037, 9584698, 2481047, 8069880, 2481062, 2492601, 2492605, 2492608, 6175538, 2494442, 2474381, 9330514, 2481831, 2481959, 2481962, 2481958, 7192423, 2480757, 5232162, 2474950, 2480649, 2480389, 2480449, 5844449, 2480685, 5229126, 2493219, 5229142, 4408455, 2480850, 5227692, 5227710, 7745240, 2492854, 2492855, 7406504, 6065810, 8151548, 6065841, 2481681, 2494177, 2490604, 4408732, 2498390, 2490613, 2498285, 5229167, 5229168, 2480696, 2481789, 5959143, 2480863, 2482001, 2482012, 5231234, 5231236, 5231233, 2474921, 2498302, 2480726, 5844831, 2481991, 2480353, 2480350, 2473966, 2473961, 2480420, 4408479, 6066518, 5739290, 8250742, 9691034, 2477804, 2478548, 2480801, 2480773, 2480332, 2482059, 5232431, 2474416, 2474627, 2474621, 2474628, 2480204, 2480193, 2481473, 2481463, 5739275, 5229360, 5229377, 2482552, 2480259, 2492522, 2484880, 2484886, 7192406, 2481236, 5229249, 9367409, 5229230, 2481240, 2497522, 2497509, 2497894, 2492953, 2492955, 6100917, 2492965, 2492949, 2498015, 7191070, 2473577, 5228228, 2481713, 5739334, 6065721) AND hasCoordinate = TRUE AND (coordinateUncertaintyInMeters &lt;= 10000 OR coordinateUncertaintyInMeters IS NULL) AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY "year", basisOfRecord, datasetKey, countryCode, speciesKey, species, family, class, sex ORDER BY "year" DESC, countryCode ASC

 The dataset's 390497 records were derived from 7289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001298-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6segqs
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornus sericea",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 746 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049151-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xejp7d
title: Occurrence Download

description: A dataset containing 2984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kolkwitzia amabilis"
 ]
}

 The dataset includes 2984 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049150-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6s9me
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fucus spiralis var. limitaneus (Mont.) I.M.Pérez-Ruzafa, 2001"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001058-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z294gd
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "GadmGid is RUS.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Picea A.Dietr."
 ]
}

 The dataset includes 132 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001059-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hu57v
title: Occurrence Download

description: A dataset containing 12428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sturnira lilium (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 12428 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011887-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch25qs
title: Occurrence Download

description: A dataset containing 1650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Peru, Suriname, Venezuela (Bolivarian Republic of), Panama, Paraguay, Guyana, Uruguay, Ecuador, French Guiana)",
 "DatasetKey is Coleção de Ictiologia do MZUSP",
 "TaxonKey is Hoplias Gill, 1903"
 ]
}

 The dataset includes 1650 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011889-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2cpzz
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perdita dicksoni Timberlake, 1958"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007079-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrxznr
title: Occurrence Download

description: A dataset containing 27546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Crotalus atrox elegans Schmidt, 1922, Crotalus atrox Baird & Girard, 1853)"
 ]
}

 The dataset includes 27546 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007078-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24396/ordar-224
title: Total and exchangeable soil elemental chemistry across contrasting past land uses in a mountain forest watershed (Rouge-Rupt watershed, Vosges, North East of France)

description: This dataset contains soil chemical measurements including:
(1) total elemental contents determined by XRF,
(2) exchangeable element contents measured using the hexaamminecobalt method,
(3) standard pedological parameters (pH, electrical conductivity, total C, total N, C/N ratio and S/T), and
(4) exchangeable phosphorus quantified using the Duchaufour and Bonneau (1959) extraction method. 
The dataset was produced as part of JBC’s PhD research and supports the study entitled “A watershed-scale combined historical, socio-ecosystem and open-access remote sensing approach to minimize past land-use human chemical legacy biases in mountain forest soil site selection: from detection to avoidance”, submitted for publication in December 2025.
The associated research investigates how past agricultural and military land uses have shaped present-day forest soil chemical properties at the watershed scale, and evaluates how combining historical archives, open-access remote sensing data and soil geochemistry can help identify and avoid long-term chemical legacies during site selection for forest and soil ecology studies. (please note that 2 CSV files are provide coresponding respectively to the Metadata and the Data)
DOI: 10.17605/osf.io/2pzaj
title: Project Aversion2agony's Study 1b

description: Sample, codebook, and database from study 1b of the Aversion2agony project (https://aversion2agony.com/)
DOI: 10.15468/dl.64gpk7
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.353722720050772 46.278849082601056, 2.35012347728071 46.28096640409109, 2.346610721294835 46.27690212375706, 2.338491083612951 46.27434282569703, 2.332832602149562 46.275971252862384, 2.325201534817644 46.27534725953803, 2.320525328763575 46.27072324501075, 2.314920277856294 46.26962435332131, 2.319861403457101 46.263643962591345, 2.318847880256369 46.260053865274685, 2.328812953807981 46.25883162708331, 2.332185603137087 46.25437862336211, 2.331278793501264 46.251139562431355, 2.333313571510607 46.250656217630954, 2.332618120188414 46.24924554268669, 2.33497453766753 46.249205304798124, 2.335663498357635 46.25179829846634, 2.338819648721384 46.24928443882315, 2.340463253953498 46.249691100259454, 2.339575003043659 46.24767780980543, 2.34647720449522 46.25153041291326, 2.35047301579686 46.25172348161887, 2.352417584000277 46.24974443511818, 2.362411613894984 46.26041515184838, 2.35871153696023 46.259190388887085, 2.357479219683634 46.26197951885826, 2.356117645363967 46.260180714683585, 2.354305213465215 46.26348612184982, 2.357219329956115 46.266755247423596, 2.355934872104724 46.26843644098205, 2.360467010094613 46.27129048164781, 2.358003617404423 46.27439507568881, 2.358121124230363 46.277775340875536, 2.355150880826721 46.27965862984826, 2.353722720050772 46.278849082601056))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 144 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002521-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7ty3e
title: Occurrence Download

description: A dataset containing 1990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalaria trichotoma"
 ]
}

 The dataset includes 1990 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002522-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18242746
title: Data used in the publication "Assessing grassland herb-richness through remote sensing"

description: This dataset contains training data for random forests and convolutional neural networks to create models for predicting grassland herb richness, as indicated by the Q value, on the basis of remote-sensing data.
DOI: 10.5281/zenodo.18242745
title: Data used in the publication "Assessing grassland herb-richness through remote sensing"

description: This dataset contains training data for random forests and convolutional neural networks to create models for predicting grassland herb richness, as indicated by the Q value, on the basis of remote-sensing data.
DOI: 10.15468/dl.am2uu5
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrinocheilus aymonieri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002524-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30285220
title: Effect of urea and K<sub>2</sub>SO<sub>4</sub> on enzyme activity and biochemical changes of date fruit (<i>Phoenix dactilyfera</i> cv. ‘Zahedi’) during ripening

description: This study evaluated the effects of urea and potassium sulfate (K<sub>2</sub>SO<sub>4</sub>) at three concentrations (0, 0.5, and 1%) on the chemical and organoleptic properties of date fruit (<i>Phoenix dactylifera</i> L. cv. ‘Zahedi’) during ripening. A factorial experiment based on a randomized complete block design with three replicates was conducted in 2018 and 2019. Urea at 1% significantly increased antioxidant capacity by 45% in 2018 and 12% in 2019, whereas K<sub>2</sub>SO<sub>4</sub> at 1% reduced it by 9 and 7% in the respective years. Both antioxidant capacity and phenolic content decreased from the Kimri to Tamar stages. Urea and K<sub>2</sub>SO<sub>4</sub> treatments enhanced reducing and non-reducing sugar contents, with 1% K<sub>2</sub>SO<sub>4</sub> increasing reducing sugars by 8 and 1% urea increasing non-reducing sugars by 44% in 2018. Polyphenol oxidase (PPO) and peroxidase (POX) activities increased by 57 and 44% in 2018, and 48 and 42% in 2019, respectively, with 1% urea treatment. K<sub>2</sub>SO<sub>4</sub> at 1% also enhanced POX activity over both years. Sensory attributes showed reduced astringency and crunchiness, with improved sweetness during ripening. These findings suggest that urea and K<sub>2</sub>SO<sub>4</sub> applications significantly influence the biochemical and sensory quality of date fruit. Urea 1% improved antioxidant capacity. Simultaneous spraying of urea and K<sub>2</sub>SO<sub>4</sub> increased sugar significantly. Urea led to improved organoleptic characteristics such as increased sweetness and reduced astringency. The promoted fruit yield in urea and K<sub>2</sub>SO<sub>4</sub>, especially 1% was observed. Minerals, antioxidant capacity, and phenolic contents represented a reducing trend from Kimri to Tamar in date fruits. The activity of PME, PG, cellulase, and invertase exhibited a significant elevation during date fruit ripening, and conversely, POX and PPO activity decreased. By the obvious reduction of crunching and astringency as well as improvement of sweetness followed by ripening process, date fruit became edible.