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18,621 results for “development;”

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zenodo36/100

Fig. 20 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 20. Tadpole of Occidozyga lima at Stage 36.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 19 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 19. Tadpoles of Occidozyga lima during ontogenetic development: Stages 44 and 45.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 17 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 17. Tadpoles of Occidozyga lima during ontogenetic development: Stages 25 to 35.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 16 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 16. Tadpoles of Occidozyga lima during ontogenetic development: Stages 1 to 24.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 7 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 7. Tadpole of Duttaphrynus melanostictus at Stage 36.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 24 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 24. Tadpoles of Polypedates megacephalus during ontogenetic development: Stages 1 to 23.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 22 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 22. Temporal pattern of ontogenetic development of Polypedates megacephalus tadpoles.

opencc-by-4.0Jan 2023View details →
zenodo36/100

Fig. 18 in Comparative study of the larval development of four anuran species from the Khorat Plateau, Thailand

Fig. 18. Tadpoles of Occidozyga lima during ontogenetic development: Stages 36 to 43.

opencc-by-4.0Jan 2023View details →
dryad36/100

Data from: Evaluation of a community health worker home visit intervention to improve child development in South Africa: A cluster-randomized controlled trial

<p><span>This dataset was collected as part of a</span><span> cluster-randomized controlled trial that evaluated the impact of </span>a home visit intervention on child development<span> in Limpopo Province, South Africa. </span><span>Household survey data were collected at baseline and endline. In a subsample of children, neural function was assessed at a lab at endline and at two interim time points. Primary outcomes were: height-for-age z-scores (HAZ) and stunting; child development scores measured using the Malawi Developmental Assessment Tool (MDAT); absolute electroencephalography (EEG) gamma and total power; relative EEG gamma power; and saccadic reaction time (SRT)—</span>an eye-tracking measure of visual processing speed.</p>

opencc-zeroApr 2023View details →
dryad36/100

Data from: Rhizodeposition through root senescence and root exudation of atmospheric C and N by legumes is controlled by traits indicative of resource acquisition and root development

<p><span>Legume crop production has many benefits for agricultural systems. Through the rhizodeposition process, they release a significant amount of C and N into the soil, increasing soil organic C and reducing the use of N fertilizer. Rhizodeposition is known as a dynamic process influenced by many factors. </span></p> <p><span>The aim of this study was to study the contribution of root exudation and root senescence to the rhizodeposition of atmospheric C and N during vegetative and reproductive growth in annual and perennial legumes and to understand how this is linked to the fixation capacities of C and N and root functional traits.</span></p> <p><span>An original approach that combined <sup>13</sup>CO<sub>2</sub> labeling and the <sup>15</sup>N dilution method was developed to measure the rhizodeposition of atmospheric C and N throughout plant growth by two annual grain legumes (pea and faba bean) and two perennial forage legumes (white and crimson clovers).</span></p> <p><span>C rhizodeposition was found to increase proportionally with N rhizodeposition during reproductive development and the differences observed between species were related to the C and N fixation abilities. The use of root traits such as specific root length, root tissue density, and root dry matter content suggests a strong contribution of root exudation to C rhizodeposition at vegetative growth and a strong contribution of root senescence to both C and N rhizodeposition during reproductive growth.</span></p> <p><span><em><strong>Synthesis:</strong></em> Both C and N rhizodeposition appeared to be controlled by traits indicative of resource acquisition and root development. </span></p>

opencc-zeroApr 2023View details →
zenodo36/100

Using social media and personality traits to assess software developers' emotional polarity

<p>Companion DATA</p> <p>Title:<br> &nbsp;&nbsp; &nbsp;Using social media and personality traits to assess software developers&#39; emotional polarity</p> <p>Authors:&nbsp;<br> &nbsp;&nbsp; &nbsp;Leo Moreira Silva<br> &nbsp;&nbsp; &nbsp;Mar&iacute;lia Gurgel Castro<br> &nbsp;&nbsp; &nbsp;Miriam Bernardino Silva<br> &nbsp;&nbsp; &nbsp;Milena Santos<br> &nbsp;&nbsp; &nbsp;Uir&aacute; Kulesza<br> &nbsp;&nbsp; &nbsp;Margarida Lima<br> &nbsp;&nbsp; &nbsp;Henrique Madeira</p> <p>Journal:<br> &nbsp; &nbsp; &nbsp;&nbsp; &nbsp;PeerJ Computer Science</p> <p>Github:<br> &nbsp;&nbsp; &nbsp;<a href="https://github.com/leosilva/peerj_computer_science_2022">https://github.com/leosilva/peerj_computer_science_2022</a></p> <p>------------------------------------------------------------<br> The folders contain:</p> <p>Experiment_Protocol.pdf: document that present the protocol regarding recruitment protocol, data collection of public posts from Twitter, criteria for manual analysis, and the assessment of Big Five factors from participants and psychologists. English version.</p> <p><br> /analysis<br> &nbsp;&nbsp; &nbsp;analyzed_tweets_by_psychologists.csv: file containing the manual analysis done by psychologists<br> &nbsp;&nbsp; &nbsp;analyzed_tweets_by_participants.csv: file containing the manual analysis done by participants<br> &nbsp;&nbsp; &nbsp;analyzed_tweets_by_psychologists_solved_divergencies.csv: file containing the manual analysis done by psychologists over 51 divergent tweets&#39; classifications</p> <p><br> /dataset<br> &nbsp;&nbsp; &nbsp;alldata.json: contains the dataset used in the paper</p> <p>/ethics_committee<br> &nbsp;&nbsp; &nbsp;committee_response_english_version.pdf: contains the acceptance response of Research Ethics and Deontology Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra. English version.<br> &nbsp;&nbsp; &nbsp;committee_response_original_portuguese_version: contains the acceptance response of Research Ethics and Deontology Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra. Portuguese version.<br> &nbsp;&nbsp; &nbsp;committee_submission_form_english_version.pdf: the project submitted to the committee. English version.<br> &nbsp;&nbsp; &nbsp;committee_submission_form_original_portuguese_version.pdf: the project submitted to the committee. Portuguese version.<br> &nbsp;&nbsp; &nbsp;consent_form_english_version.pdf: declaration of free and informed consent fulfilled by participants. English version.<br> &nbsp;&nbsp; &nbsp;consent_form_original_portuguese_version.pdf: declaration of free and informed consent fulfilled by participants. Portuguese version.<br> &nbsp;&nbsp; &nbsp;data_protection_declaration_english_version.pdf: personal data and privacy declaration, according to European Union General Data Protection Regulation. English version.<br> &nbsp;&nbsp; &nbsp;data_protection_declaration_original_portuguese_version.pdf: personal data and privacy declaration, according to European Union General Data Protection Regulation. Portuguese version.</p> <p>/notebooks<br> &nbsp;&nbsp; &nbsp;General - Charts.ipynb: notebook file containing all charts produced in the study, including those in the paper<br> &nbsp;&nbsp; &nbsp;Statistics - Lexicons and Ensembles.ipynb: notebook file with the statistics for the five lexicons and ensembles used in the study<br> &nbsp;&nbsp; &nbsp;Statistics - Linear Regression.ipynb: notebook file with the multiple linear regression results<br> &nbsp;&nbsp; &nbsp;Statistics - Polynomial Regression.ipynb: notebook file with the polynomial regression results<br> &nbsp;&nbsp; &nbsp;Statistics - Psychologists versus Participants.ipynb: notebook file with the statistics between the psychologists and participants manual analysis<br> &nbsp;&nbsp; &nbsp;Statistics - Working x Non-working.ipynb: notebook file containing the statistical analysis for the tweets posted during work period and those posted outside of working period</p> <p><br> /surveys<br> &nbsp;&nbsp; &nbsp;Demographic_Survey_english_version.pdf: survey inviting participants to enroll in the study. We collect demographic data and participants&#39; authorization to access their public Tweet posts. English version.<br> &nbsp;&nbsp; &nbsp;Demographic_Survey_portuguese_version.pdf: survey inviting participants to enroll in the study. We collect demographic data and participants&#39; authorization to access their public Tweet posts. Portuguese version.<br> &nbsp;&nbsp; &nbsp;Demographic_Survey_answers.xlsx: participants&#39; demographic survey answers<br> &nbsp;&nbsp; &nbsp;ibf_pt_br.doc: the Portuguese version of the Big Five Inventory (BFI) instrument to infer participants&#39; Big Five polarity traits.<br> &nbsp;&nbsp; &nbsp;ibf_en.doc: translation in English of the Portuguese version of the Big Five Inventory (BFI) instrument to infer participants&#39; Big Five polarity traits.<br> &nbsp;&nbsp; &nbsp;ibf_answers.xlsx: participantes&#39; and psychologists&#39; answers for BFI</p> <p><br> ------------------------------------------------------------</p> <p>We have removed from dataset any sensible data to protect participants&#39; privacy and anonymity.<br> We have removed from demographic survey answers any sensible data to protect participants&#39; privacy and anonymity.</p>

opencc-by-4.0Apr 2023View details →
zenodo36/100

Development and validation of metabolic models for predicting survival and immune status of hepatocellular carcinoma patients

<p>Supplementary materials for&nbsp;the article titled &ldquo;Development and validation of metabolic models for predicting survival and immune status of hepatocellular carcinoma patients&rdquo;</p>

opencc-by-4.0Mar 2023View details →
dryad36/100

Potential adaptability of marine turtles to climate change may be hindered by coastal development in the USA

<p>Marine turtles may respond to projected climatic changes by shifting their nesting range to climatically suitable areas, which may result in either increased exposure to threats or fewer threats. Therefore, there is a need to identify whether the habitat predicted to be climatically suitable for marine turtle nesting in the future will be affected by future threats and hinder marine turtles' ability to adapt. We modelled the geographic distribution of climatically suitable nesting habitat for marine turtles in the USA under future climate scenarios, identified potential range shifts by 2050, determined impacts from sea-level rise, and explored changes in exposure to coastal development as a result of range shifts. Overall nesting ranges of marine turtle species were not predicted to change between the current and future time periods, except for the northern nesting boundaries for loggerhead turtles. However, declines in climatically suitable nesting grounds were predicted; loggerhead turtles will experience the highest decreases (10%) in climatically suitable habitat followed by green (7%) and leatherback (1%) turtles. However, sea-level rise is projected to inundate 78–81% of current habitat predicted to be climatically suitable in the future, depending on species and scenario. Nevertheless, new beaches will also form, and suitable nesting habitat could be gained, with leatherback turtles potentially experiencing the biggest percentage gain in suitable habitat.</p>

opencc-zeroApr 2023View details →
zenodo36/100

Information organizing: an evolutionary and development framework

<p>Information behaviour has emerged as an important aspect of human life; however, our<br> knowledge and understanding of it is incomplete and underdeveloped scientifically. Our<br> understanding of information behaviour and the sub-process information organizing<br> behaviour is largely contemporary in focus. In this presentation Professor Spink discusses<br> an evolutionary and developmental framework for information behaviour and information<br> organizing from her recent book Information Behaviour: An Evolutionary Instinct (2010,<br> Springer) by incorporating related findings, theories and models from evolutionary<br> psychology, cognitive archaeology, cognitive neuroscience and developmental psychology.<br> In her presentation, she argues that information behavior and information organizing are<br> important instinctive socio-cognitive abilities for all humans that can only be fully under-<br> stood with an evolutionary and developmental perspective.<br> Professor Spink&rsquo;s presentation addresses four important research questions. Firstly, what&nbsp;is the evolutionary, biological and developmental basis for information behaviour and&nbsp;information organizing behaviour? Secondly, what is the role of instinct versus environment in shaping information behaviour and information organizing behaviour? Thirdly,&nbsp;how have information behaviour and organizing capabilities evolved and developed over&nbsp;human species? Fourthly, when and how do information behaviour and in particular&nbsp;information organizing abilities emerge in young children? An evolutionary and developmental approach lays the foundation for a more holistic perspective on information&nbsp;behaviour and information organizing behaviour, and opens many new research directions.</p>

opencc-by-4.0Jul 2011View details →
zenodo36/100

D4.1 - Circular supply/value chains development report - Main variables, initial values, and their units of measure.

<p>This data set was used to develop simulation models of the demonstrators&#39; supply chains and what-if analysis to explore the aspect of centralized and decentralized supply chains scenarios while keeping the aspect of economic and environmental performance in focus.</p>

opencc-by-4.0May 2023View details →
zenodo36/100

Development Gateway shisha study qualitative data: Understanding factors influencing Shisha smoking in Nigeria

<p>79 qualitative transcripts from semi-structured interviews conducted across 13 states in Nigeria with either six (for Adamawa, Anambra, Ebonyi, Edo, FCT, Gombe, Kaduna, Kogi, Lagos, Oyo, Plateau and Rivers) or seven (Kano) qualitative transcripts per state. The transcripts are from a study exploring the following questions:</p> <ol> <li>What factors (demographic, social, cultural, behavioural, etc.) are associated with the use of shisha in Nigeria?</li> <li>What are the shisha use patterns and behaviours among those who use shisha in Nigeria?</li> </ol> <p>Respondents were self-reported current shisha users identified from public places that are known to provide spaces for use of shisha such as social clubs, night clubs, bars, pubs, cafes, and restaurants. Study participants had to be at least 18 years old to participate in the study.</p> <p>Topics covered in the interviews include respondent&rsquo;s history of shisha smoking, perceived benefits from smoking shisha, awareness of health implications of smoking shisha, perceptions towards selected health risks of shisha smoking, use of sundry substances and other risky behaviours, and regulations Laws on shisha use in Nigeria.</p> <p>The data was collected between December 2021 and January 2022</p> <p>Also included with the dataset is the interview guide.</p> <p>&nbsp;</p>

opencc-by-4.0Feb 2023View details →
dryad36/100

Calorie restriction and pravastatin administration during pregnancy in obese rhesus macaques modulates maternal and infant metabolism and infant brain and behavioral development

<p>Maternal obesity has been associated with a higher risk of pregnancy-related complications in mothers and offspring; however, effective interventions have not yet been developed. We tested two common interventions, calorie restriction and pravastatin administration, during pregnancy in a rhesus macaque model with the hypothesis that these interventions would normalize metabolic dysregulation in pregnant mothers leading to an improvement in infant metabolic and cognitive/social development. A total of 19 obese mothers were assigned to either one of the two intervention groups (n=5 for calorie restriction; n=7 for pravastatin) or an obese control group (n=7) with no intervention, and maternal gestational samples and postnatal infant samples were compared with lean control mothers (n=6). Gestational calorie restriction normalized one-carbon metabolism dysregulation in obese mothers but altered energy metabolism in their offspring. Although administration of pravastatin during pregnancy tended to normalize blood cholesterol in the mothers, it potentially impacted the gut microbiome and kidney function of their offspring. In the offspring, both calorie restriction and pravastatin administration during pregnancy tended to normalize the activity of AMPK in the brain at 6 months, and while results of the Visual Paired-Comparison test, which measures infant recognition memory, were not significantly impacted by either of the interventions, gestational pravastatin administration, but not calorie restriction, tended to normalize anxiety assessed by the Human Intruder test. Although the two interventions tested in a non-human primate model led to some improvements in metabolism and/or infant brain development, negative impacts were also found in both mothers and infants. Our study emphasizes the importance of assessing gestational interventions for maternal obesity on both maternal and offspring long-term outcomes.</p>

opencc-zeroMay 2023View details →
zenodo36/100

Beneficial effects of exercise prior to development of hypertrophic cardiomyopathy in genotype positive mice

<p>Supplementary data for research article titled &quot;Beneficial effects of exercise initiated prior to development of hypertrophic cardiomyopathy in genotype positive mice&quot;</p>

opencc-by-4.0Mar 2023View details →
zenodo36/100

Development of Robotics & Automation Roadmap for Road Construction/Maintenance Projects

<p>Over the past few decades, there have been no significant improvements in the construction industry&#39;s productivity. Outside the construction industry, robots have proven to be beneficial in improving productivity, safety, and quality. There is a growing interest in adopting robots in the construction industry to address these issues. As robots get introduced to the project sites, human-robot interaction becomes an important consideration for wide-scale adoption. The success of deploying robots in the construction industry depends on how well humans collaborate with the robots. This project focused on investigating the perception of various construction industry stakeholders in adopting robots in their projects, and the level of control they feel can be delegated to robots. This project also investigated major factors that impact the decision to use a robot for a particular task. The research used a survey to collect relevant data from various construction industry stakeholders for 11 specific types of robots that were applicable to the construction industry. The main findings from this study are that there was a generally positive perception of different types of robots regarding their job relevance, ease of use, output quality, and usefulness. Furthermore, from a human-robot collaboration perspective, majority of respondents supported shared autonomy between human and robot in different scenarios. This highlights the need for developing more robots that share control with the human when executing construction tasks.</p>

opencc-by-4.0Oct 2022View details →
zenodo36/100

Development of a Machine Learning-Based Model to Determine the Optimum and Safe Restriping Timing of Thermoplastic Pavement Markings in Hot and Humid Climates

<p>Due to limited budget, most transportation agencies restripe their thermoplastic pavement markings based on a fixed schedule or based on visual inspection instead of monitoring the retroreflectivity and restriping when the retroreflectivity drops below a pre-determined threshold. These strategies are questionable in terms of efficiency and economy. Therefore, previous studies proposed degradation models to predict the retroreflectivity of thermoplastic markings based on key variables. Yet, most of these studies reported low R<sup>2</sup> (as low as 0.1), which placed little confidence in these models.&nbsp; Therefore, the objective of this study was to evaluate and predict the field performance of thermoplastics and to propose cost-effective restriping strategies for thermoplastics used in hot and humid climate service conditions. To achieve this objective, National Transportation Product Evaluation Program (NTPEP) data were mined and analyzed. Results indicated that the service life (SL) of thermoplastics ranged between 0.4 and 12.1 years (according to the initial retroreflectivity, traffic, and surface type) with an average value of 3.4 &plusmn; 0.2 years. Four regression models with relatively high accuracy were developed to predict the SL of thermoplastics based on key variables. In addition, the genetic algorithm was used to develop a model that predicts the future retroreflectivty of these pavement markings. The predicted values were compared against actual retroreflectivity measurements collected from a field experiment at Louisiana State University. The results of this study could be used to make effective decisions related to restriping scheduling. Using the proposed models in restriping scheduling can result in considerable cost savings (up to $8,212 per lane-mile), as compared to the conventional restriping strategy.</p>

opencc-by-4.0Jul 2022View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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