cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.15149613.v1
title: tables.docx

description: In this study, the effect of substitution of alkaline cation sodium for calcium in a special type of geopolymer has been investigated. The geopolymer was a combination of the Rafsanjan Natural Pozzolan (RNP), the Cement Kiln Dust (CKD) powder, and Calcium Carbide (CCR) and Sodium Hydroxide (NaOH) as alkaline activators, which are used for stabilization of poor sandy soils (SP). The effect of various factors such as alkaline activators concentration, CKD content, RNP content, deleting CKD powder, deleting RNP, and curing time were studied. Chemical compounds of Soil, CKD powder, RNP, and CCR were analyzed using XRF detection test. Unconfined Compressive Strength testing was utilized as a criterion for the evaluation of mechanical behavior of the specimens. Microstructural analyzes of SEM and XRD confirmed the distribution of geopolymer gel. The results depicted that the replacement of sodium with calcium is more effective in the stabilization of SP soil.
DOI: 10.5066/p9gh6hkq
title: Rio Icacos, Puerto Rico, Turbidity, FDOM, and Water Temperature, March 2017 to March 2019

description: The dataset presents 5- or 15-minute data for turbidity and Fluorescent Dissolved Organic Matter (FDOM) measured by in-stream sensors at the USGS gage Rio Icacos near Naguabo (50075000), Luquillo Experimental Forest, Puerto Rico. The measurement period was 10 March, 2017 to 1 March, 2019. The USGS sensors were co-located with sensors for nitrate and specific conductance operated by University of New Hampshire (UNH), and these datasets are all used in the accompanying publication. A 4-month gap in turbidity in 2018 was mostly filled by UNH data, using a relation between USGS turbidity and co-located UNH turbidity when both sensors were operating. The main metric used in the journal paper was the ratio of coefficient of variation (CV) of concentration (of FDOM, turbidity, nitrate, and specific conductance) to CV of stream discharge over a moving 30-day window, and the main analysis was how this ratio responded to variations in climatic forcing.
DOI: 10.5281/zenodo.5181211
title: High-dimensional Anomaly Detection with Radiative Return in e+e- Collisions

description: Numpy files of Pythia + Delphes simulated e+e- collisions used as DNN/PFN training inputs.
DOI: 10.5281/zenodo.5181210
title: High-dimensional Anomaly Detection with Radiative Return in e+e- Collisions

description: Numpy files of Pythia + Delphes simulated e+e- collisions used as DNN/PFN training inputs.
DOI: 10.5281/zenodo.5181381
title: WUVARS variability JHK summary spreadsheets

description: Summary spreadsheets reduced from variability data (JHK bands) of several star-forming regions, cleaned and processed by Tom Rice's custom data reduction software.
DOI: 10.5281/zenodo.5181380
title: WUVARS variability JHK summary spreadsheets

description: Summary spreadsheets reduced from variability data (JHK bands) of several star-forming regions, cleaned and processed by Tom Rice's custom data reduction software.
DOI: 10.5281/zenodo.5181421
title: Drosophila suzukii sampling in grapes

description: Raw data on the percentage of grape berries infested by <em>Drosophila suzukii</em> within Swiss vineyards in respect of site of oviposition<em> </em>in 2017 as well as egg sampling method comparison in 2018 and 2019.
DOI: 10.5281/zenodo.5181420
title: Drosophila suzukii sampling in grapes

description: Raw data on the percentage of grape berries infested by <em>Drosophila suzukii</em> within Swiss vineyards in respect of site of oviposition<em> </em>in 2017 as well as egg sampling method comparison in 2018 and 2019.
DOI: 10.3886/e147301
title: RDD of TN-VPK

description: The Tennessee Voluntary Pre-K Program (TN-VPK) is a statewide full-day program that is targeted at children from low-income families who qualify for federal free or reduced price lunch support. A regression-discontinuity design capitalized on the age cutoff for eligibility for admission in a given school year to estimate program effects on early literacy, language, and mathematics skills at the beginning of the subsequent kindergarten year. The relevant data were collected from a statewide probability sample of 155 TN-VPK classrooms with 5,189 children participating across two pre-k cohorts.
description: A weight variable has been included and should be used in analyses.
description: Response Rates: A disproportionate stratified random sample of 155 classrooms was drawn from school districts in Tennessee with TN-VPK classrooms during the relevant time period. A total of 6,143 children who were enrolled in these classrooms were identified. After applying other criteria to make the two cohorts in the study more comparable, 16% of the children in the originally sampled classrooms became ineligible, including 17% of the treatment and 15% of the control group.
description: Presence of Common Scales: Woodcock-Johnson tests of literacy, language, and cognitive skills
description: A disproportionate stratified random sampling strategy was used. Strata included: urban vs. nonurban; operated in a school or partner community agency; original pilot program or added when TN-VPK went to scale; and in a high priority school designated as among the lowest performing in the state.
description: Data were from children who participated in the Tennessee Voluntary Pre-K Program between the academic years 2009-2010 and 2012-2013. Smallest Geographic Unit: Region
description: cognitive assessment test; record abstracts;
DOI: 10.3886/e147301v1
title: RDD of TN-VPK

description: The Tennessee Voluntary Pre-K Program (TN-VPK) is a statewide full-day program that is targeted at children from low-income families who qualify for federal free or reduced price lunch support. A regression-discontinuity design capitalized on the age cutoff for eligibility for admission in a given school year to estimate program effects on early literacy, language, and mathematics skills at the beginning of the subsequent kindergarten year. The relevant data were collected from a statewide probability sample of 155 TN-VPK classrooms with 5,189 children participating across two pre-k cohorts.
description: A weight variable has been included and should be used in analyses.
description: Response Rates: A disproportionate stratified random sample of 155 classrooms was drawn from school districts in Tennessee with TN-VPK classrooms during the relevant time period. A total of 6,143 children who were enrolled in these classrooms were identified. After applying other criteria to make the two cohorts in the study more comparable, 16% of the children in the originally sampled classrooms became ineligible, including 17% of the treatment and 15% of the control group.
description: Presence of Common Scales: Woodcock-Johnson tests of literacy, language, and cognitive skills
description: A disproportionate stratified random sampling strategy was used. Strata included: urban vs. nonurban; operated in a school or partner community agency; original pilot program or added when TN-VPK went to scale; and in a high priority school designated as among the lowest performing in the state.
description: Data were from children who participated in the Tennessee Voluntary Pre-K Program between the academic years 2009-2010 and 2012-2013. Smallest Geographic Unit: Region
description: cognitive assessment test; record abstracts;
DOI: 10.5281/zenodo.5181531
title: Constraining Emission Estimates of CFC-11 in Eastern China Based on Local Observations at Surface Stations and Mount Tai

description: Data in the manuscript
DOI: 10.5281/zenodo.5181530
title: Constraining Emission Estimates of CFC-11 in Eastern China Based on Local Observations at Surface Stations and Mount Tai

description: Data in the manuscript
DOI: 10.6084/m9.figshare.12466001
title: Punan_comparative_language_data.xlsx

description: This dataset is collection of 200-word Swadesh word lists associated with the following publication:<br>Lansing, S., G.S. Jacobs, S. S. Downey, P. Norquest, M. Cox, S.L. Kuhn, H. Sudoyo, P. Kusuma. In submission. Deep ancestry of contemporary mobile hunter-gatherers in Borneo. <br>
DOI: 10.6084/m9.figshare.14273381
title: Holocene interannual variability and seasonality in the Pacific

description: We present here the data and scripts in complement to the article Carré, M., Braconnot, P., Elliot, M., D’Agostino, R., Schurer, A., Shi, X., Marti, O., Lohmann, G., Jungclaus, J., Cheddadi, R., Abdelkader di Carlo, I., Cardich, J., Ochoa, D., Salas Gismondi, R., Pérez, A., Romero, P.E., Turcq, B., Corrège, T., Harrison, S.P., High-resolution marine data and transient simulations support orbital forcing of ENSO amplitude since the mid-Holocene. Quaternary Science Reviews.
DOI: 10.7284/143489
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise NBP1001 using a Sea-Bird SBE-911+ instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143490
title: Expendable Probe data collected during research cruise NBP1001 using a Sippican MK12 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143491
title: GNSS (Global Navigation Satellite System) data collected during research cruise NBP1001 using a Furuno GP-330B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143493
title: Gyrocompass data collected during research cruise NBP1001 using a Yokogawa CMZ700B instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143494
title: INS (Inertial Navigation System) data collected during research cruise NBP1001 using a Kongsberg Seapath 200 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143230
title: Multibeam Echosounder data collected during research cruise NBP1001 using a Kongsberg EM122 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143497
title: Singlebeam Echosounder data collected during research cruise NBP1001 using a Knudsen 3260 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143499
title: Singlebeam Echosounder data collected during research cruise NBP1001 using a Knudsen 3260 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5517/ccdc.csd.cc24xmb1
title: CCDC 1993713: Experimental Crystal Structure Determination

description: Related Article: Meaghan M. Deegan, Tonia S. Ahmed, Glenn P. A. Yap, Eric D. Bloch|2020|Chemical Science|11|5273|doi:10.1039/D0SC01833C
DOI: 10.5517/ccdc.csd.cc24xmc2
title: CCDC 1993714: Experimental Crystal Structure Determination

description: Related Article: Meaghan M. Deegan, Tonia S. Ahmed, Glenn P. A. Yap, Eric D. Bloch|2020|Chemical Science|11|5273|doi:10.1039/D0SC01833C
DOI: 10.5517/ccdc.csd.cc24xmd3
title: CCDC 1993715: Experimental Crystal Structure Determination

description: Related Article: Meaghan M. Deegan, Tonia S. Ahmed, Glenn P. A. Yap, Eric D. Bloch|2020|Chemical Science|11|5273|doi:10.1039/D0SC01833C
DOI: 10.5967/q7vk-fh06
title: Supplementary materials for "Ba attachment and detachment fluxes to and from barite surfaces in variable [Ba2+]/[SO42−] solutions near solubility equilibrium"
DOI: 10.6084/m9.figshare.13117976
title: Methods for collecting spore and pollen samples from city pavements and the palynomorph distribution in urban areas

description: To test the validity and reliability of methods for collecting palynological samples from paved surfaces common in urban areas, palynomorphs at three concentration levels were collected from four pavement types using seven different methods. Results showed that more spores and pollen could be recovered from smooth surfaces than from other surface types, while sterile water˗soaked cotton swabs tended to yield comparable results from almost all experiments. However, where spores and pollen occurred in high concentrations, nearly all tools produced similar palynological profiles. The forensic potentiality of palynomorphs distributed over 17 different urban locations was also investigated. A total of 99 palynomorph taxa were recovered. Each sampling site contained different palynomorph assemblages due to a vast number of taphonomic variables. These localised variations strongly support the forensic use of spores and pollen found in cities.
DOI: 10.6084/m9.figshare.13117976.v1
title: Methods for collecting spore and pollen samples from city pavements and the palynomorph distribution in urban areas

description: To test the validity and reliability of methods for collecting palynological samples from paved surfaces common in urban areas, palynomorphs at three concentration levels were collected from four pavement types using seven different methods. Results showed that more spores and pollen could be recovered from smooth surfaces than from other surface types, while sterile water˗soaked cotton swabs tended to yield comparable results from almost all experiments. However, where spores and pollen occurred in high concentrations, nearly all tools produced similar palynological profiles. The forensic potentiality of palynomorphs distributed over 17 different urban locations was also investigated. A total of 99 palynomorph taxa were recovered. Each sampling site contained different palynomorph assemblages due to a vast number of taphonomic variables. These localised variations strongly support the forensic use of spores and pollen found in cities.
DOI: 10.23729/917cf70f-cbfc-42dd-8992-225d172e2fae
title: Kylylahti 3D virtual seismic survey (unprocessed ambient-noise recordings)

description: This repository contains the unprocessed continuous recordings of passive imaging component of the comprehensive COGITO-MIN research project aiming for development of an efficient integrated exploration workflow ranging from regional-scale exploration to detailed resource delineation and mine planning. Passive seismic experiment was performed in the Kylylahti polymetallic (Cu-Co-Zn-Ni-Ag-Au) mine area between early August to late September 2016 as a part of the COGITO-MIN (COst-effective Geophysical Imaging Techniques for supporting Ongoing MINeral exploration in Europe) project. We used 994 receiver stations distributed regularly over the 3.5 x 3 km area with 200 m line spacing and 50 m receiver interval. Surface conditions varied between exposed bedrock to swamps. Each receiver station consists of the Geospace GSR recorder and 6 x 10-Hz geophones bunched together and buried whenever possible, recording at a 2 ms sample rate for 20 hrs/day for 30 days. As a result, we recorded over 600 hours of ambient noise data per each receiver. In addition, the 3D grid recorded irregularly distributed active shots (both explosives and Vibroseis) specifically designed for the 3D active-source survey as well as those from the 2D seismic profiles crossing the 3D grid. Therefore, a low-fold 3D active-source seismic survey was also acquired to benchmark the results of the passive survey.
DOI: 10.5281/zenodo.5181736
title: Phoenix roebelenii SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.11365901.v1
title: Connecting and contrasting the Bayes factor and a modified ROPE procedure for testing interval null hypotheses

description: There has been strong recent interest in testing interval null hypotheses for improved scientific inference. For example, Lakens et al (2018) and Lakens and Harms (2017) use this approach to study if there is a pre-specified meaningful treatment effect in gerontology and clinical trials, instead of a point null hypothesis of any effect. Two popular Bayesian approaches are available for interval null hypothesis testing. One is the standard Bayes factor and the other is the Region of Practical Equivalence (ROPE) procedure championed by Kruschke and others over many years. This paper connects key quantities in the two approaches, which in turn allow us to contrast two major differences between the approaches with substantial practical implications. The first is that the Bayes factor depends heavily on the prior specification while a modified ROPE procedure is very robust. The second difference is concerned with the statistical property when data is generated under a neutral parameter value on the common boundary of competing hypotheses. In this case the Bayes factors can be severely biased whereas the modified ROPE approach gives a reasonable result. Finally, the connection leads to a simple and effective algorithm for computing Bayes factors using draws from posterior distributions generated by standard Bayesian programs such as BUGS, JAGS and Stan.
DOI: 10.6084/m9.figshare.13014006.v1
title: From one environment to many: The problem of replicability of statistical inferences

description: Among plausible causes for replicability failure, one that has not received sufficient attention is the environment in which the research is conducted. Consisting of the population, equipment, personnel, and various conditions such as location, time, and weather, the research environment can affect treatments and outcomes, and changes in the research environment that occur when an experiment is redone can affect replicability. We examine the extent to which such changes contribute to replicability failure. Our framework is that of an initial experiment that generates the data and a follow-up experiment that is done the same way except for a change in the research environment. We assume that the initial experiment satisfies the assumptions of the two-sample <i>t</i>-statistic and that the follow-up experiment is described by a mixed model which includes environmental parameters. We derive expressions for the effect that the research environment has on power, sample size selection, <i>p</i>-values, and confidence levels. We measure the size of the environmental effect with the environmental effect ratio (EER) which is the ratio of the standard deviations of environment by treatment interaction and error. By varying EER, it is possible to determine conditions that favor replicability and those that do not.
DOI: 10.5281/zenodo.5181735
title: Phoenix roebelenii SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.13528334.v1
title: Illustrating Randomness in Statistics Courses with Spatial Experiments

description: Understanding the concept of randomness is fundamental for students in introductory statistics courses, but the notion of randomness is deceivingly complex, so it is often emphasized less than the mechanics of probability and inference. The most commonly used classroom tools to assess students’ production or perception of randomness are binary choices, such as coin tosses, and number sequences, such as dice rolls. The field of psychology has a long history of research on random choice, and we have replicated some experiments that support results seen there regarding the collective distribution of individual choices in spatial geometries. The data from these experiments can easily be incorporated into the undergraduate classroom to visually illustrate the concepts of random choice, complete spatial randomness (CSR), and Poisson processes. Furthermore, spatial statistics classes can use this point pattern data in exploring hypothesis tests for CSR along with simulation. To foster student engagement, it is simple to collect additional data from students to assess agreement with existing data or to develop related, unique experiments. All R code and data to duplicate results are provided.
DOI: 10.5281/zenodo.5181237
title: Metagenome-assembled genomes(MAGs) generated from CRC human gut (PRJEB27928).

description: MAGs generated from CRC human gut (PRJEB27928) with Maxbin2, VAMB, Metabat2, SemiBin(single-sample binning) and VAMB, SemiBin(multi-sample binning). Single-sample binning: Maxbin2.tar.gz, Metabat2.tar.gz, VAMB.tar.gz and SemiBin(_pretrain).tar.gz. Multi-sample binning: VAMB_multi.tar.gz and SemiBin_multi.tar.gz.
DOI: 10.5281/zenodo.5181236
title: Metagenome-assembled genomes(MAGs) generated from CRC human gut (PRJEB27928).

description: MAGs generated from CRC human gut (PRJEB27928) with Maxbin2, VAMB, Metabat2, SemiBin(single-sample binning) and VAMB, SemiBin(multi-sample binning). Single-sample binning: Maxbin2.tar.gz, Metabat2.tar.gz, VAMB.tar.gz and SemiBin(_pretrain).tar.gz. Multi-sample binning: VAMB_multi.tar.gz and SemiBin_multi.tar.gz.
DOI: 10.3886/e114657v1-93784
title: Replication data for: Housing Supply Elasticity and Rent Extraction by State and Local Governments

description: Governments may extract rent from private citizens by inflating taxes and spending on projects benefiting special interests. Using a spatial equilibrium model, I show that less elastic housing supplies increase governments' abilities to extract rents. Inelastic housing supply, driven by exogenous variation in local topography, raises local governments' tax revenues and causes citizens to combat rent seeking by enacting laws limiting the power of elected officials. I find that public sector workers, one of the largest government special interests, capture a share of these rents through increased compensation when collective bargaining is legal or through corruption when collective bargaining is outlawed.
DOI: 10.5066/p96mct2q
title: Borehole Erosion Test data, Lower American and Sacramento Rivers, California, 2019 (ver. 3.0, July 2020)

description: Borehole erosion tests were performed to quantify sediment erosion rates as a function of depth below grade and flow speed at locations along the Sacramento and American Rivers in 2019. The dataset consists of: - borehole caliper files describing the initial geometry of the borehole, and its shape after each test flow event, - where available, a digital time series describing discharge into the hole - where available, a digital time series describing water level in the water supply tank - log sheets with details such as test location, date, and personnel - digital log sheets in .pdf format include field-based and laboratory-based soil classification data, see &amp;amp;quot;Drilling log file explanation.txt&amp;amp;quot; for explanation of fields in log sheets. The data have been interpreted to describe erosion rate as a function of location, depth, and flow speed. Ref: Briaud, J.-L., Chedid, M., Chen, H.-C., and Shidlovskaya, A., 2017. Borehole Erosion Test. J. Geotech. Geoenviron. Eng., American Society of Civil Engineers, 143(8): 04017037.
DOI: 10.5281/zenodo.5181811
title: Electrophorus voltai SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5181810
title: Electrophorus voltai SPAdes preassembly

description: .
DOI: 10.26300/r4c3-dq82
title: Data from "A visual model of collective motion in human crowds"
DOI: 10.5281/zenodo.5181747
title: miR-146a+29a

description: Proteomics data miR-146a+29a
DOI: 10.5281/zenodo.5181746
title: miR-146a+29a

description: Proteomics data miR-146a+29a
DOI: 10.5281/zenodo.5181750
title: miR-29a

description: Proteomics data. miR-29a
DOI: 10.5281/zenodo.5181749
title: miR-29a

description: Proteomics data. miR-29a
DOI: 10.5281/zenodo.5181752
title: miR-146a

description: Proteomics data miR-146a
DOI: 10.5281/zenodo.5181751
title: miR-146a

description: Proteomics data miR-146a
DOI: 10.5281/zenodo.5181745
title: HaCaT TNF +;-

description: Proteomics data HaCaT TNF
DOI: 10.5281/zenodo.5181744
title: HaCaT TNF +;-

description: Proteomics data HaCaT TNF
DOI: 10.6084/m9.figshare.15113031
title: Dataset: Heavy metals distribution in some Nigerian leafy vegetables -A mini-review

description: Dataset of the review article titled: Heavy metals distribution in some Nigerian leafy vegetables -A mini-review<br>