cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/b202c11db7c64943f6b4ed9f8c17fb25
title: Biogeochemical data collected in the eastern marl prairies of the Everglades (Florida, USA) before and after fire, between the years 2018 and 2021

description: The data included in this database were collected within a project funded by Everglades National Park (ENP). The project was aimed at understanding how fire, characterized by different intensities, differentially affects nutrient cycling in oligotrophic wetlands with distinct levels of phosphorus limitation. The data were collected in the eastern part of the Everglades, close to the boundary of ENP, in South Florida (Homestead). This part of ENP is characterized by marl soils, which are shallow (often less than 10 cm) and C-poor. The data were collected at two sites: one site was more oligotrophic (LP), while the other one had a certain degree of phosphorus enrichment (HP). The database includes date and location (i.e. site and plot) of each sampling event, surface water physio-chemistry, vegetation composition and structure, including dominant macrophyte estimated biomass, litter and root decomposition rates, and carbon, nitrogen, and phosphorus concentrations in the soil, flocculent detrital material, periphyton, sawgrass leaves and roots, and the water column. All these data were collected at different times between September 2018 and March 2021, before and after a prescribed fire that was carried out in February 2020 and which burned all the plots. Each row within the database identifies a unique combination of date and sampling plot.
DOI: 10.6086/d1h662
title: #DuragFest

description: A festival in celebration of the Durag was held and it was
 glorious. https://blavity.com/a-durag-fest-was-thrown-in-the-south-and-it-was-bountifully-blacker-than-youre-imagining  This data set includes 1705 tweet ids that used the hashtag #DuragFest. 
description: Data was collected using the DocNow social media appraisal
 tool. https://demo.docnow.io/  
description: Because of restriction on sharing Twitter data, I am only sharing
 the tweet ids here. You can use the DocNow Hydrator application to
 recreate the original tweets. Note that when you use this method, no
 deleted tweets will be
 recreated. https://github.com/DocNow/hydrator
DOI: 10.6071/m39w8v
title: PLOS ONE publication and citation data

description: Merged PLOS ONE and Web of Science data compiled in .dta files produced by
 STATA13. Included is a Do-file for reproducing the regression model
 estimates reported in the pre-print (Tables I and II) and published
 version (Table 1). Each observation (.dta line) corresponds to a given
 PLOS ONE article, with various article-level and editor-level
 characteristics used as explanatory and control variables. This summary
 provides a brief description of each variable and its source.  If
 you use this data, please cite: A. M. Petersen. Megajournal mismanagement:
 Manuscript decision bias and anomalous editor activity at PLOS ONE.
 Journal of Informetrics 13, 100974 (2019). DOI: 10.1016/j.joi.2019.100974
description: We gathered the citation information for all PLOS ONE articles,
 indexed by A, from the Web of Science (WOS) Core Collection. From this
 data we obtained a master list of the unique digital object identifier,
 DOI<sub>A</sub> and the number of citations,
 c<sub>A</sub>, at the time of the data download (census)
 date (a) For the pre-print this corresponds to December
 3, 2016; (b) and for the final published article this
 corresponds to February 25, 2019.  We then used each
 DOI<sub>A</sub> to access the corresponding online XML version
 of each article at PLOS ONE by visiting the unique web address
 “http://journals.plos.org/plosone/article?id=” +
 “DOI<sub>A</sub>”. After parsing the full-text XML (primarily
 the author byline data and reference list), we merged the PLOS ONE
 publication information and WOS citation data by matching on
 DOI<sub>A</sub>. <br> #allofplos:
 PLOS has since made all full-text XML data freely available:
 https://www.plos.org/text-and-data-mining ; this option was not available
 at the moment of our data collection.
description: Data enclosed in a single zipped folder:
 <b>A) DASH-V2 : Data files for final published analysis
 (J. Informetrics, 2019)</b> <b>File A1: </b>PubData_DOI_141986_Nc_0_2019.dta <b>File A2: </b>PubData_DOI_141986_Nc_0_2019_DOFILE <b>B) DASH-V1 : Data files for preprint version (</b><b>https://ssrn.com/abstract=2901272</b><b>)</b> <b>File B1: </b>PubData_Obs_102741_Nc_10_No2015_CitationsAnalysis.dta <b>File B2: </b>PubData_Obs_128734_Nc_10_AcceptanceTimeAnalysis.dta <b>File B3: </b>STATA13_DOFILE <b>C) Data description common to all .dta files, which contain parsed and merged PLOS ONE and Web of Science metadata:</b> <b>File A3:</b> UC-DASH_DataDescription_Petersen_V2.pdf <b>File B4:</b> UC-DASH_DataDescription_Petersen_V1.pdf
DOI: 10.25824/redu/yqrzmi
title: Descrição dos dados utilizados nos experimentos do trabalho "Uma abordagem multi-objetivo para classificação e análise de dados não rotulados"

description: Conjuntos de dados utilizados como entrada nos testes realizados para avaliação do algoritmo desenvolvido ao longo deste estudo. Os dados são provenientes de bases públicas e estão organizados conforme sua origem. Todos os conjuntos de dados foram utilizados conforme disponibilizados pelas fontes originais, sem alterações em sua estrutura ou conteúdo, exceto pelos processos de normalização e pré-processamento descritos no corpo do trabalho. Fontes dos dados: - Fundamental Clustering Problems Suite (FCPS) (DOI:10.13140/RG.2.1.2394.5446) - Handl, J., Knowles, J. (2006). Multi-Objective Clustering and Cluster Validation (DOI:10.1007/3-540-33019-4_2) - Diabetes: (DOI: 10.17632/7zcc8v6hvp.1) - BreastCancer: (DOI: 10.24432/C5DW2B) - Demais Bases: https://github.com/milaan9/Clustering-Datasets
DOI: 10.25338/b8xg6z
title: Incipits for the Catalogue of the Works of Hector Berlioz, Second edition, digital

description: This collection of PDFs contains all of the incipits for
 the Catalogue of the Works of Hector Berlioz, Second edition,
 digital, edited by D. Kern Holoman and Jonathan Minnick. Contents used
 with permission from Bärenreiter-Verlag / Kassel-Basel-London-New
 York-Praha / www.barenreiter.com
DOI: 10.5061/dryad.m25t886
title: Data from: Interspecific hybridization can generate functional novelty in cichlid fish

description: The role of interspecific hybridization in evolution is still being
 debated. Interspecific hybridization has on the one hand been suggested to
 facilitate the evolution of ecological novelty and hence the invasion of
 new niches and adaptive radiation when ecological opportunity is present
 beyond the parental species niches. On the other hand, hybrids between two
 ecologically divergent species may perform less well than parental species
 in their respective niches because hybrids would be intermediate in
 performance in both niches. The evolutionary consequences of hybridization
 may hence be context-dependent, depending on whether additional ecological
 opportunities do or do not exist. Surprisingly, these complementary
 predictions may never have been tested in the same experiment in animals.
 To do so, we investigate if hybrids between ecologically distinct cichlid
 species perform less well than the parental types when feeding on food
 either parental species are adapted to, and if the same hybrids perform
 better compared to their parents when feeding on food none of the species
 are adapted to. We generated two first-generation experimental hybrid
 crosses between species of African cichlids. In feeding efficiency
 experiments we measure the performance of hybrids and parental species on
 food types representing both parental species niches and additional
 ‘novel’ niches, not utilized by part of the parental species but by other
 species in the African cichlid radiations. We found that hybrids can have
 higher feeding efficiencies on the ‘novel’ food types but typically have
 lower efficiencies on parental food types when compared to parental
 species. This suggests that hybridization can generate functional
 variation that can be of ecological relevance allowing the access to
 resources outside of either parental species niche. Hence, we provide
 support for the hypothesis of ecological context-dependency of the
 evolutionary impact of interspecific hybridization.
description: Feeding efficiency
 data Feeding efficiency data
 for experiments on two F1 hybrid crosses and their parental
 species.
DOI: 10.5061/dryad.k055k33
title: Data from: Evolutionary constraint on low elevation range expansion: Defense‐abiotic stress‐tolerance trade‐off in crosses of the ecological model Boechera stricta

description: Most transplant experiments across species geographic range boundaries
 indicate that adaptation to stressful environments outside the range is
 often constrained. However, the mechanisms of these constraints remain
 poorly understood. We used extended generation crosses from diverged high
 and low elevation populations. In experiments across low elevation range
 boundaries, there was selection on the parental lines for abiotic stress
 tolerance and resistance to herbivores. However, in support of a
 defense-tolerance tradeoff, extended generation crosses showed
 non-independent segregation of these traits in the lab across a
 drought-stress gradient and in the field across the low elevation range
 boundary. Genotypic variation in a marker from a region of the genome
 containing a candidate gene (MYC2) was associated with change in the
 genetic tradeoff. Thus, using crosses and forward genetics, we found
 experimental genetic and molecular evidence for a pleiotropic tradeoff
 that could constrain the evolution of range expansion.
description: data for dryad
 F2Performance and
 glucosinolate datafor dryad F3 cross
 AF3
 family mean data from cross A field experiment set up across low elevation
 range boundary. The data is fused with F2 parent data for parent-offspring
 regression.for dryad F3 cross
 FF3
 family mean data for cross F set up across the low elevation range
 boundary. Data was fused with F2 parent data, enabling parent-offspring
 regressions.
DOI: 10.5281/zenodo.18393357
title: INNOVATIVE APPROACH AND METHODS OF USING MODERN PEDAGOGICAL TECHNOLOGIES IN INCREASING THE EFFECTIVENESS OF PRIMARY EDUCATION

description: This article discusses topical issues of increasing educational effectiveness in the primary education process. In particular, the necessity of transitioning from traditional teaching methods to modern, innovative pedagogical technologies is scientifically substantiated. The methods of using personality-oriented education, project-based learning, and information and communication technologies (ICT) are described.
DOI: 10.5281/zenodo.18393358
title: INNOVATIVE APPROACH AND METHODS OF USING MODERN PEDAGOGICAL TECHNOLOGIES IN INCREASING THE EFFECTIVENESS OF PRIMARY EDUCATION

description: This article discusses topical issues of increasing educational effectiveness in the primary education process. In particular, the necessity of transitioning from traditional teaching methods to modern, innovative pedagogical technologies is scientifically substantiated. The methods of using personality-oriented education, project-based learning, and information and communication technologies (ICT) are described.
DOI: 10.7291/d14d4h
title: Hydrology, geochemistry, and microbiology data from meter-scale infiltration experiments exploring the impact of a woodchip soil amendment on nitrate removal during infiltration

description: We present results from field experiments linking hydrology, geochemistry,
 and microbiology during infiltration at a field site that is used for
 managed aquifer recharge (MAR). These experiments measured how a
 horizontal permeable reactive barrier (PRB) made of woodchips impacted
 subsurface nitrate removal and microbial ecology. Concentrations of
 dissolved organic carbon consistently increased in infiltrating water
 below the PRB, but not in un-amended native soil. The average nitrate
 removal rate in soils below the PRB was 1.5 g/m2/day NO3-N, despite rapid
 infiltration (up to 1.9 m/d) and a short fluid residence time within the
 woodchips (≤6 h). In contrast, 0.09 g/m2/day NO3-N was removed on average
 in native soil. Residual nitrate in infiltrating water below the PRB was
 enriched in δ15N and δ18O, with low and variable isotopic enrichment
 factors that are consistent with denitrification during rapid
 infiltration. Many putative denitrifying bacteria were significantly
 enhanced in the soil below a PRB; Methylotenera mobilis and genera
 Microbacterium, Polaromonas, and Novosphingobium had log2 fold-changes of
 +4.9, +5.6, +7.2, and +11.8, respectively. These bacteria were present
 before infiltration and were not enhanced in native soil. It appears that
 the woodchip PRB contributed to favorable conditions in the underlying
 soil for enhanced nitrate removal, quantitatively shifting soil microbial
 ecology. These results suggest that using a horizontal PRB could improve
 water quality during rapid infiltration for MAR.
DOI: 10.15146/r3vt1z
title: Ocean acidification stress index for shellfish (OASIS): Linking Pacific oyster larval survival and exposure to variable carbonate chemistry regimes

description: Understanding larval bivalve responses to variable regimes of seawater
 carbonate chemistry requires realistic quantification of physiological
 stress. Based on a degree-day modeling approach, we developed a new
 metric, the ocean acidification stress index for shellfish (OASIS), for
 this purpose. OASIS integrates over the entire larval period the
 instantaneous stress associated with deviations from published sensitivity
 thresholds to aragonite saturation state (ΩAr) while experiencing variable
 carbonate chemistry. We measured survival to D-hinge and pre-settlement
 stage of four Pacific oyster (Crassostrea gigas) cohorts with different
 histories of carbonate chemistry exposure at the Whiskey Creek Hatchery,
 Netarts Bay, OR, to test the utility of OASIS as a stress metric and
 document the effects of buffering seawater in mitigating acute and chronic
 exposure to ocean acidification. Each cohort was divided into four groups
 and reared under the following conditions: 1) stable, buffered seawater
 for the entire larval period; 2) stable, buffered seawater for the first
 48 hours, then naturally variable, unbuffered seawater; 3) stable,
 unbuffered seawater for the first 48 hours, then buffered seawater; and 4)
 stable, unbuffered seawater for the first 48 hours, then naturally
 variable, unbuffered seawater. Patterns in Netarts Bay carbonate chemistry
 were dominated by seasonal upwelling at the time of the experimental work,
 resulting in naturally highly variable ΩAr for the larvae raised in the
 unbuffered treatments. Two of the four cohorts showed strongly positive
 responses to buffering in survival to 48 hours; three of the four, in
 survival to pre-settlement. OASIS accurately predicted survival for two of
 the three cohorts tested (the fourth excluded due to other environmental
 factors), suggesting that this new metric could be used to better
 understand larval bivalve survival in naturally variable environments.
 OASIS may also be useful to an array of diverse stakeholders with
 increasing access to highly resolved temporal measurements of carbonate
 chemistry.
DOI: 10.15146/r3k966
title: Physical and hydrodynamic properties of deep sea mining-generated, abyssal sediment plume in the Clarion Clipperton fracture zone (eastern-central Pacific)

description: The anthropogenic impact of polymetallic nodule harvesting in the
 Clarion-Clipperton Fracture Zone is expected to strongly affect the
 benthic ecosystem. To predict the long-term, industrial-scale impact of
 nodule mining on the deep-sea environment and to improve the reliability
 of the sediment plume model, information about the specific
 characteristics of deep-sea particles is needed. Discharge simulations of
 mining-related fine-grained (median diameter ≈ 20 μm) sediment plumes at
 concentrations of 35–500 mg L–1 (dry weight) showed a propensity
 for rapid flocculation within 10 to 135 min, resulting in the formation of
 large aggregates up to 1100 μm in diameter. The results indicated that the
 discharge of elevated plume concentrations (500 mg L–1) under an increased
 shear rate (G ≥ 2.4 s–1) would result in improved efficiency of sediment
 flocculation. Furthermore, particle transport model results suggested that
 even under typical deep-sea flow conditions (G ≈ 0.1 s–1), rapid
 deposition of particles could be expected, which would restrict heavy
 sediment blanketing (several centimeters) to a smaller fall-out area near
 the source, unless subsequent flow events resuspended the sediments.
 Planning for in situ tests of these model projections is underway
description: Please refer to the main manuscript 
description: Excell document with every sheet containing the raw data from one
 figure published with our manuscript.
DOI: 10.6078/d1v67r
title: Detailed experimental investigation of air speed field induced by ceiling fans

description: Comfort cooling by ceiling fans is cost-effective and energy-efficient
 compared to compressor-based cooling and fans are commonly used in
 tropical and subtropical countries. There are however limited data and
 design tools supporting the design of fan systems, especially for
 situations where there are multiple fans. In this study, we investigate
 airflow profiles induced by a single fan and multiple fans using high
 spatial resolution air speed measurements (5,760 and 20,160 measuring
 points for the two cases respectively) in a climatic chamber. To authors’
 knowledge, this is the first time that interaction between multiple fans
 has been reported. We developed typical airflow patterns from the
 measurements and further validated them via smoke visualization. The
 single-fan results are consistent with previous studies of this
 configuration, providing additional refinements. For the multiple-fan
 case, both the difference of fan speed levels and the distance between the
 fans affect the interacting airflow profiles of the fans in complex ways.
 When fans are close enough, the combined air speed profile cannot be
 extrapolated from the profile of a single fan. A detail report is
 available here (journal version). All the measurement results are open
 sourced: raw data is included in the downloadable files and can be
 visualized via an online platform (single fan, multiple fans). The data
 and the tool can be used to validate CFD models and inform fan layout
 design.
DOI: 10.6071/m31h29
title: CALeDNA Anacapa/CRUX Dat Container (Linux/HPC)

description: As part of the CALeDNA project this includes Anacapa Container which
 includes all the necessary software dependencies to run the
 Anacapa and CRUX pipelines on Linux/HPCs.
description: This dataset was generated by the mkcontainer tool
 (https://npmjs.org/mkcontainer), from the Containerfile in the
 anacapa-container repository
 (https://github.com/datproject/anacapa-container).
description: Instructions are available here:
 https://github.com/datproject/anacapa-container
 https://github.com/limey-bean/Anacapa
DOI: 10.7291/d1tw82
title: Runoff modeling of a coastal basin to assess variations in response to shifting climate and land use: Implications for managed recharge

description: We quantified hillslope runoff distribution in a coastal, mixed-use basin,
 the Pajaro Valley Drainage Basin (PVDB), under different climate and land
 use conditions, evaluating the potential for distributed stormwater
 collection coupled with managed aquifer recharge (DSC-MAR) to improve
 groundwater supply. We developed dry, normal, and wet climate scenarios
 using historic precipitation and temperature data, and we compared
 contemporary land use to pre-development land use by replacing developed
 areas in the model with plausible native vegetation types. Relative to
 pre-development land use, urban and agricultural development resulted in
 up to 2.3 times as much simulated runoff generation, greater spatial
 variability in runoff, and less basin-wide groundwater recharge; these
 differences were most pronounced during the dry climate scenario. These
 results provide quantitative motivation for DSC-MAR projects, which
 collect excess hillslope runoff and route it toward underlying aquifers to
 improve groundwater supply. Aquifers in the PVDB are in a state of chronic
 overdraft and we found that addressing 10% of the region’s annual
 groundwater deficit would require recharging 4.3% of basin-wide runoff
 during the normal scenario, and 10.0% and 1.5% of runoff during the dry
 and wet scenarios, respectively. During the dry scenario, runoff
 generation was focused within a smaller area; the 10% of the basin that
 generated the most runoff accounted for 46% of basin-wide runoff during
 the dry scenario and just 31% in the wet scenario. An MAR suitability map
 combining soil, bedrock, and aquifer properties with runoff supply shows
 that DSC-MAR projects could be effective in many locations throughout the
 basin during all climate scenarios and highlights the importance of
 strategically locating DSC-MAR projects to maximize potential water supply
 benefit.
description: This dataset includes all files needed to run
 Precipitation-Runoff Modeling System (PRMS) for the Pajaro Valley,
 California, under different climate and land use scenarios.
DOI: 10.5061/dryad.v41mp7m
title: Data from: Geographic location and food availability offer differing levels of influence on the bacterial communities associated with larval sea urchins

description: Determining the factors underlying the assembly, structure, and diversity
 of symbiont communities remains a focal point of animal-microbiome
 research. Much of these efforts focus on taxonomic variation of microbiota
 within or between animal populations, but rarely test the proportional
 impacts of ecological components that may affect animal-associated
 microbiota. Using larvae from the sea urchin Strongylocentrotus
 droebachiensis from the Atlantic and Pacific Oceans, we test the
 hypothesis that, under natural conditions, inter-population differences in
 the composition of larval-associated bacterial communities are larger than
 intra-population variation due to a heterogeneous feeding environment.
 Despite significant differences in bacterial community structure within
 each S. droebachiensis larval population based on food availability,
 development, phenotype, and time, variation in OTU membership and
 community composition correlated more strongly with geographic location.
 Moreover, 20-30% of OTUs associated with larvae were specific to a single
 location while less than 10% were shared. Taken together, these results
 suggest that inter-populational variation in symbiont communities may be
 more pronounced than intra-populational variation, and that this
 difference may suggest that broad scale ecological variables (e.g., across
 ocean basins) may mask smaller scale ecological variables (e.g., food
 availability).
description: Gulf_of_Maine Samples from the Gulf of
 Maine. Legend: [Location]-[Week]-Diet]-[Biological replicate]-[Illumina
 specific information].fastq.gz North_Sea
 Samples from the North Sea. Legend:
 [Location]-[Week]-Diet]-[Biological replicate]-[Illumina specific
 information].fastq.gz Salish_Sea
 Samples from the Salish Sea. Legend:
 [Location]-[Week]-Diet]-[Biological replicate]-[Illumina specific
 information].fastq.gz