cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.280gb5mw0
title: Examining the effects of multistage pesticide exposure on bumblebee queen survival and reproduction

description: Bees are key pollinators, and thus declines in their populations around
 the world may lead to negative consequences for both the environment and
 agricultural systems. While these declines are caused by multiple factors,
 the use of pesticides in agricultural systems has been identified as a key
 potential driver. Most bee species have an annual life cycle,
 with the potential for pesticide exposure throughout their life span.
 However, most studies have looked at either single or continuous exposure
 within a season. Bumblebees, like most annual species, have an
 overwintering stage - in their case, the queen. Such stages could be
 exposed to pesticides both before and after physiologically stressful
 periods such as hibernation and nest foundation, leading to the potential
 for increased health impact. However, studies of such multiple exposures
 are lacking. Here we used a novel exposure regime, exposing
 bumblebee queens to the pesticide sulfoxaflor both prior to and after
 hibernation, using a fully-crossed design, in order to assess the impact
 of such multiple exposures on bee health. We observed queens
 through two important life stages, hibernation and colony foundation,
 following field realistic exposures to sulfoxaflor. We measured the
 effects on hibernation success, the likelihood of colony foundation, and
 brood production. We found that neither exposure to sulfoxaflor pre- or
 post-hibernation, or their combination, impacted hibernation survival or
 colony foundation. Our study is the first study to highlight the
 multifaceted pesticide exposure bumblebee queens experience over their
 life cycle. Our results suggest that single or repeated exposure to
 sulfoxaflor is unlikely to impact queen health at key points in their
 lifecycle. Future studies should explicitly incorporate stressful
 lifecycle stages in assessing the impacts of anthropogenic stressors on
 bee health.
description: # Examining the effects of multistage pesticide exposure on bumblebee
 queen survival and reproduction
 [https://doi.org/10.5061/dryad.280gb5mw0](https://doi.org/10.5061/dryad.280gb5mw0) This study is an ecotoxicology study of *Bombus terrestris* queens and the pesticide sulfoxaflor. Queens were followed from mating through hibernation then a 8 week colony founding period to assess survival and reproduction. ## Description of the data and file structure The first sheet of data includes a metadata sheet describing the abbreviations used and the structure of the data.
DOI: 10.5061/dryad.fxpnvx0zm
title: Data from: Reverse plasticity underlies rapid evolution by clonal selection within populations of fibroblasts propagated on a novel soft substrate

description: Mechanical properties such as substrate stiffness are a ubiquitous feature
 of a cell’s environment. Many types of animal cells exhibit canonical
 phenotypic plasticity when grown on substrates of differing stiffness, in
 vitro and in vivo. Whether such plasticity is a multivariate optimum due
 to hundreds of millions of years of animal evolution, or instead is a
 compromise between conflicting selective demands, is unknown. We addressed
 these questions by means of experimental evolution of populations of mouse
 fibroblasts propagated for approximately 90 cell generations on soft or
 stiff substrates. The ancestral cells grow twice as fast on stiff
 substrate as on soft substrate and exhibit the canonical phenotypic
 plasticity. Soft-selected lines derived from a genetically diverse
 ancestral population increased growth rate on soft substrate to the
 ancestral level on stiff substrate and evolved the same multivariate
 phenotype. The pattern of plasticity in the soft-selected lines was
 opposite of the ancestral pattern, suggesting that reverse plasticity
 underlies the observed rapid evolution. Conversely, growth rate and
 phenotypes did not change in selected lines derived from clonal cells.
 Overall, our results suggest that the changes were the result of genetic
 evolution and not phenotypic plasticity per se. Whole-transcriptome
 analysis revealed consistent differentiation between ancestral and
 soft-selected populations, and that both emergent phenotypes and gene
 expression tended to revert in the soft-selected lines. However, the
 selected populations appear to have achieved the same phenotypic outcome
 by means of at least two distinct transcriptional architectures related to
 mechanotransduction and proliferation.
description: See the associated publication for detailed description of
 experimental protocols and data analysis.
description: [https://doi.org/10.5061/dryad.fxpnvx0zm](https://doi.org/10.5061/dryad.fxpnvx0zm) "Excel sheet 1" is Excel spreadsheet that contains genome sequence data in the ancestral population and in the evolved populations. The first worksheet contains the sequence data, including allele frequencies and sequencing statistics (e.g., read depth). The second worksheet is Readme documentation with descriptions of the data in each column in sheet1. "Raw_data_final" is an Excel spreadsheet that contains the remainder of the data reported in the paper. The first few lines of each worksheet in green text are the "Readme" information for that worksheet. ## Description of the data and file structure See preceding section. ## Code/Software All code and documentation can be found at: https://github.com/srikarchamala/cellular_evolution_paper
DOI: 10.5061/dryad.pc866t1w7
title: Digital research data from: Magnesium activation affects the properties and phosphate sorption capacity of poultry litter biochar

description: This is digital research data corresponding to a published manuscript,
 Magnesium activation affects the properties and phosphate sorption
 capacity of poultry litter biochar. Biochar 5:64.
 https://doi.org/10.1007/s42773-023-00263-5.  Biochars with a high
 affinity for phosphorus (P) are promising soil amendments for reducing P
 in agricultural runoff. Poultry litter (PL) is an abundant biochar
 feedstock. However, PL-derived biochars are typically high in soluble P
 and therefore require chemical modification to become effective P
 sorbents. This study investigated the effect of magnesium (Mg) activation
 on extractable P (EP) and P sorption capacities of PL-derived biochars.
 Biochar was produced at 500–900 °C from PL activated with 0–1 M Mg. Three
 differentially aged PL feedstocks were evaluated (1-, 3–5-, and
 7–9-year-old). 
description: Methods are described in the manuscript
 https://doi.org/10.1007/s42773-023-00263-5. 
description: # Magnesium activation affects the properties and phosphate sorption
 capacity of poultry litter biochar
 [https://doi.org/10.5061/dryad.pc866t1w7](https://doi.org/10.5061/dryad.pc866t1w7) The dataset includes all data used for the generation of figures and tables in the manuscript and supplemental information. ## Description of the data and file structure The data are compiled in an excel spreadsheet. Individual tabs are used to identify the figure or table that the data correspond to. ## Sharing/Access information ##
DOI: 10.15468/dl.u2xznv
title: Occurrence Download

description: A dataset containing 4070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sebastes oculatus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 4070 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003749-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2k7dcl
title: CCDC 2360599: Experimental Crystal Structure Determination

description: Related Article: Yi-Kun Wang, Xi Luo, Tian-Yu Zhao, Li-Ya Wang
|2025|Zh.Neorg.Khim.|70|1020|doi:10.1134/S0036023625601163
description: Related Article: Yu-Fang Wang|2024|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18196873
title: Ecological and epidemiological variables dataset for tuberculosis modeling in multi-host communities of the Iberian Peninsula

description: This dataset contains ecological and epidemiological variables used to build models assessing tuberculosis (TB) risk in multi-host wildlife communities across the Iberian Peninsula. Included are ecological network metrics, population parameters, shedding rates, seroprevalence data, and other relevant indicators in species such as wild boar, red deer, roe deer, badger, and other hosts. The database used to perform the PCA according to the study areas, as well as the R code used for all calculations, is included.
DOI: 10.5281/zenodo.18196874
title: Ecological and epidemiological variables dataset for tuberculosis modeling in multi-host communities of the Iberian Peninsula

description: This dataset contains ecological and epidemiological variables used to build models assessing tuberculosis (TB) risk in multi-host wildlife communities across the Iberian Peninsula. Included are ecological network metrics, population parameters, shedding rates, seroprevalence data, and other relevant indicators in species such as wild boar, red deer, roe deer, badger, and other hosts. The database used to perform the PCA according to the study areas, as well as the R code used for all calculations, is included.
DOI: 10.5061/dryad.hqbzkh1p4
title: Data from: Artificial intelligence enabled multi-purpose smart detection in active-matrix electrowetting-on-dielectric digital microfluidics

description: Active-matrix electrowetting-on-dielectric (AM-EWOD) system, integrated
 with hundreds of thousands of active electrodes, can simultaneously
 realize multiple on-chip biochemical reactions at the single-cell level.
 An intelligent detection system is critical for fully automating
 manipulations of thousands of digitalized bio-samples and programming the
 subsequent experiments in real time. Conventional image processing
 algorithms are sensitive to factors such as lighting and noise, resulting
 in limited generalizability. They lack the capability to autonomously
 learn features and often require manual parameter adjustments. In this
 work, we developed a series of deep learning algorithms based on an
 AM-EWOD system for sample detections. We used the U-net model to
 quantitatively evaluate different splitting methods on sample droplet
 generation uniformity. The results revealed that droplets generated using
 the “one-to-two” strategy exhibits optimal uniformity. We used the YOLOv5
 model to monitor the droplet splitting success rates over 18 different
 AM-EWOD chips, and a 97.7% splitting success rate was observed. The
 results indicated that the model precision was 99.980% and the model
 recall was 99.976% through manual verification. In addition, we used an
 improved YOLOv8 model to detect single cells in nanoliter droplets
 effectively. In comparison with manual verification, the results showed
 that the model achieved a precision of 99.260% and a recall of 99.193%. By
 leveraging an artificial intelligence enabled smart detection system,
 AM-EWOD system has shown great potential as a ubiquitous platform for true
 lab-on-a-chip.
description: # Artificial intelligence enabled multi-purpose smart detection in
 active-matrix electrowetting-on-dielectric digital microfluidics
 Uniformity analysis
 Success rate calculation Single-cell recognition ## Description of the
 data and file structure **The 1cell.jpg,2cell.jpg,3cell.jpg,4cell.jpg**
 are the results of the cell detection model. **The
 1_out_s.jpg,2_out_s.jpg,3_out_s.jpg** are the results of the droplet
 segmention model. **The 2.jpg,3.jpg,4.jpg** are the results of the droplet
 detection model. ## Sharing/Access information The source code, pretrained
 weights, and samples associated with this paper are available in Github
 via the repository
 (). support and more
 information are available from Z.J. &lt;2021200184@mails.cust.edu.cn&gt;.
 * ## Code/Software
 **best.pt** is the weight of the cell detection model. **C2PC_BLOCK.py**
 and **draw_s.py** are the python source code file.
DOI: 10.5061/dryad.fqz612jzj
title: Data for: Increasing planting density increases fruit mass and reduces the dispersal ability of a range-expanding invasive plant, Mikania micrantha

description: Aim: Invasive plants may evolve a suite of distinctive traits
 during spread in the new range. Among these traits, dispersal ability is
 an important trait determining the invasion speed of exotic plants. There
 is evidence that higher dispersal ability is favored at the invasion
 front, where population density may be low. However, no study has
 explicitly tested how planting density in a common garden affects
 the dispersal ability of invasive plants.
 Location: Hainan island of China. Methods: In this
 study, using 27 populations of an invasive plant, Mikania micrantha, which
 is expanding its range on Hainan island of China, we examine how three
 dispersal-related traits (i.e., dispersal ability,
 fruit mass, and pappus radius) change
 with distance from invasion centre and field population density,
 and how planting density in a common garden affects dispersal
 traits. Results: Dispersal traits did not change with distance
 from the invasion centre and field population cover either in the
 natural environment or in the common garden. In the
 common garden, increasing planting density from one to five plants per pot
 increased fruit mass and decreased dispersal ability, indicating
 that the effect of density on dispersal traits could not be detected in
 the field. The relationship between dispersal ability in the
 natural environment and that in the common
 garden was positive but significant only under the five
 plants per pot treatment, possibly because dispersal traits in
 natural conditions were selected under high density growth
 conditions. Main conclusions: Our results indicate that
 increasing population density may increase fruit mass
 and reduce the dispersal ability of range-expanding invasive plants. We
 suggest that further studies exploring the patterns of dispersal
 traits in range-expanding invasive plants in a common
 garden should consider intraspecific competition.
description: # This is the raw data showing the population information, treatments, and
 dispersal traits of the 27 *Mikania micrantha* populations. ## Description
 of the data and file structure In the first page, data of the common
 garden experiment are shown. These include block, planting density
 treatments, pappus radius, fruit mass, and area-mass ratio (AMR). A
 'Novalue' cell indicates that the corresponding plants did not
 set any fruits. In the second page, data in the natural environment are
 shown. These include pappus radius, fruit mass, and area-mass ratio (AMR).
 In each page, the population origin (western or eastern), distance from
 invasion center, field cover, and frequency of field occurance of each of
 the 27 populations are also shown.
DOI: 10.5281/zenodo.18404518
title: Iodized Salt as a Simple Preservative Against Banana Browning: A One-Day Home Study

description: This dataset and accompanying document present an experimental study on the use of iodized salt as a simple, accessible preservative to reduce enzymatic browning in bananas. The work explores practical applications for students and households, highlighting cost-effective methods for food preservation. Results demonstrate the potential of iodized salt to slow down browning reactions, making bananas more appealing for consumption and extending shelf life.
DOI: 10.5281/zenodo.18404519
title: Iodized Salt as a Simple Preservative Against Banana Browning: A One-Day Home Study

description: This dataset and accompanying document present an experimental study on the use of iodized salt as a simple, accessible preservative to reduce enzymatic browning in bananas. The work explores practical applications for students and households, highlighting cost-effective methods for food preservation. Results demonstrate the potential of iodized salt to slow down browning reactions, making bananas more appealing for consumption and extending shelf life.
DOI: 10.15468/dl.yppmns
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "Geometry POLYGON((-125.67833 31.45256,-113.38035 31.45256,-113.38035 46.80382,-125.67833 46.80382,-125.67833 31.45256))",
 "HasGeospatialIssue is false",
 "TaxonKey is Culicoides"
 ]
}

 The dataset includes 278 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003752-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk3gg8
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Humularia corbisieri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003750-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjbe9h
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homotherium latidens"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003751-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60905/3dlgq4
title: Aceptada la renuncia de Luis Fernando Duque

description: &lt;p&gt;En una carta enviada por el Gobernador encargado Gabriel Jaime Arango al rector de la UdeA, se hace oficial la renuncia del mismo. En el oficio se agradece la gesti��n del rector. El peque��o art��culo desmiente tambi��n las versiones que ven��an d��ndose frente a la renuncia de los decanos, informaci��n falsa que no surge de la instituci��n ni sus entes administrativos. Por el contrario en la misma p��gina de la carta, aparece un art��culo titulado ���Designaci��n de rector piden decanos de la UdeA���, carta que env��an los firmantes al gobernador.&lt;/p&gt;
description: CONTEXTO DE LA NOTICIA: "Divisi��n Liberal por reforma tributaria; cr��dito rural en Colombia; se presenta proyecto sobre matrimonio civil; pa��ses del Pacto Andino proponen reformas de la ALALC; En Argentina guerrillas proponen golpe militar;
"
DOI: 10.15468/dl.fwuqgz
title: Occurrence Download

description: A dataset containing 120158 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is VectorNet observations"
 ]
}

 The dataset includes 120158 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003731-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1nqm3og
title: USGS National and Global Oil and Gas Assessment Project—Greater Carpathian Area: Assessment Unit Boundaries, Assessment Input Data, and Fact Sheet Data Tables

description: This data release contains the boundaries of assessment units, assessment input data, and resulting fact sheet data tables for the assessment of undiscovered conventional oil and gas resources of the Greater Carpathian Area. The assessment unit is the fundamental unit used in the National and Global Oil and Gas Assessment NAGA Project for the assessment of undiscovered oil and gas resources. The assessment unit is defined within the context of the higher-level total petroleum system. The assessment unit is shown herein as a geographic boundary interpreted, defined, and mapped by the geologist responsible for the province and incorporates a set of known or postulated oil and (or) gas accumulations sharing similar geologic, geographic, and temporal properties within the total petroleum system, such as source rock, timing, migration pathways, trapping mechanism, and hydrocarbon type. The assessment unit boundary is defined geologically as the limits of the geologic elements that define the assessment unit, such as limits of reservoir rock, geologic structures, source rock, and seal lithologies. Machine-readable tables are provided that contain the input and results for each assessment unit summarized in the U.S. Geological Survey (USGS) Fact Sheet. Methodologies for assessments are documented in USGS Data Series 547 for continuous assessments (https://pubs.usgs.gov/ds/547) and USGS DDS69-D, Chapter 21 for conventional assessments (https://pubs.usgs.gov/dds/dds-069/dds-069-d/REPORTS/69_D_CH_21.pdf). See supplemental information for a detailed list of files included this data release.
DOI: 10.82294/dvnnciaon
title: Replication Data for: Protocolo de observacion semiestructurada: Ejes medulares.

description: Los ejes medulares son orientaciones conceptuales creadas durante la implementación del proyecto en 2025 para apoyar a los agentes educativos y culturales en la transformación de sus prácticas docentes. Su propósito es pasar de un enfoque centrado en la técnica a uno basado en la acción crítica, el agenciamiento y el cambio social, promoviendo el diálogo entre saberes, disciplinas y prácticas vinculadas a la educación artística y cultural. Estos ejes son: 
El eje central es el Agenciamiento, entendido como la capacidad de actuar intencionalmente, tomar decisiones y transformar situaciones que afectan a la comunidad. Priorizarlo permite que los docentes valoren no solo la producción material del estudiante, sino su capacidad para movilizar, renovar y contextualizar las prácticas artísticas mediante acciones creativas, reflexivas y colaborativas. Los demás ejes funcionan como herramientas para desarrollar y observar esta capacidad de agencia en los estudiantes, considerando las necesidades y demandas del contexto sociocultural.
Cada eje medular se compone de tres elementos:
1. Concepto, definido a partir de fuentes académicas recientes y relacionado con la educación artística y cultural.
2. Dimensiones, que vuelven observable el concepto y orientan la planeación de actividades de enseñanza, aprendizaje y evaluación.
3. Niveles de desempeño, que describen progresiones sin intención clasificatoria, y sirven para promover el desarrollo del eje.
Estos componentes se organizan en una matriz de uso pedagógico, que permite a los agentes educativos valorar el estado de sus estudiantes, analizar el alcance de sus prácticas actuales y planear acciones formativas orientadas al fortalecimiento de los ejes medulares.