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3,673 results for “practices”

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dryad36/100

Data from: The importance of shrubland and local agroecological practices for pumpkin production in sub-Saharan smallholdings

<p>Land-use and local field management affect pollinators, pest damage, and ultimately crop yields. Agroecology is implemented as a sustainable alternative to conventional agricultural practices, but little is known about its potential for pollination and pest management. Sub-Saharan Africa is underrepresented in studies investigating the relative importance of pests and pollinators for crop productivity and how this might be influenced by surrounding landscapes or agroecological practices. In Malawi, we selected 24 smallholder farms differing in landscape-scale shrubland cover, implementation of manual pest removal as an indicator of an agroecological pest management practice, and the number of agroecological soil practices employed at the household level, such as mulching, intercropping, and soil conservation tillage. We established pumpkin plots and assessed the abundance and richness of flower visitors and damage of flowers (florivory) caused by pest herbivores on flowers. Using a full-factorial hand pollination and exclusion experiment on each plot, we investigated the relative contribution of pollination and florivory to pumpkin yield. Increasing shrubland cover decreased honeybee abundance but increased the abundance and richness of non-honeybee visitors. Manual removal of herbivores considered to be pests reduced flower visitors, whereas more agroecological soil management practices increased flower visitors. Neither shrubland cover nor agroecological management affected florivory. Pollinator limitation, but not florivory, constrained pumpkin fruit set, and increasing visitor richness decreased the relative differences between hand- and animal-pollinated flowers. We recommend improved protection of shrubland habitats and increasing agroecological soil practices to promote pollinator richness on smallholder farms.</p>

opencc-zeroNov 2023View details →
zenodo36/100

Current Practices in Clinical Gait Analysis in Europe - Survey

<p>This dataset contains anonymous raw data from a questionnaire on the practice of clinical gait analysis in Europe. This work was initiated by ESMAC (European Society for Movement Analysis in Adults and Children). It includes the analysis of 75 questions answered by 97 laboratories.<br>The dataset contains 5 files:<br>- Survey_ESMAC_Questions is a pdf file containing the questions asked.&nbsp;<br>- Survey_ESMAC_Data.xlsx is an Excel file containing the raw data and the data modified for the analysis. The modifications made were notified in two sheets of the file.<br>- Survey_ESMAC_Results.pdf is a file containing the export of the results in PDF format.<br>- Survey_ESMAC_Results.html is a file containing the export of results in HTML format.</p>

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

Data and code for: Species-specific effects of production practices on genetic diversity in plant reintroduction programs

<p class="MsoNormal"><span>Plant production practices can influence the genetic diversity of cultivated plant materials and, ultimately, their potential to adapt to a reintroduction site. A common step in the plant production process is the application of seed pre-treatment to alleviate physiological seed dormancy and successfully germinate seeds. In production settings, the seeds that germinate more rapidly may be favored in order to fill plant quotas. In this study, we investigated how the application of cold-moist stratification treatments with different durations can lead to differences in the genetic diversity of the propagated plant materials. Specifically, we exposed seeds of three <em>Viola</em> species to two different cold stratification durations, and then we analyzed the genetic diversity of the resulting subpopulations through </span><span>double-digestion restriction site-associated sequencing (ddRADseq). Our results show that, in two out of three species, utilizing a short stratification period will decrease the genetic diversity of neutral and expressed loci, likely due to the imposition of a genetic bottleneck and artificial selection. We conclude that, in some species, the use of minimal stratification practices in production may jeopardize the adaptive potential and long-term persistence of reintroduced populations and suggest that practitioners carefully consider the evolutionary implications of their production protocols. We highlight the need to consider the germination ecology of target species when selecting the length of dormancy-breaking pre-treatments.</span></p>

opencc-zeroDec 2023View details →
zenodo36/100

Practice cleaning data

Open the record for dataset details and reuse information.

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

Scepter - First Practice

My first practice trying to do a Scepter. An Scepter that could carries some kings. Source: Objaverse 1.0 / Sketchfab

opencc-byFeb 2021View details →
zenodo36/100

Pottery Shard, Large: Practice

Practice scan. Pottery shard scanned with Go!Scan 20 handheld scanner at IUPUI Advanced Visualization Lab. Scanned by Lars Larson on 8 March 2017. Copyright 2017 Lars V. Larson. All rights reserved. Do not duplicate. Source: Objaverse 1.0 / Sketchfab

opencc-byApr 2017View details →
dryad36/100

Data from: A universal tool for marine metazoan species identification – Towards best practices in proteomic fingerprinting

<p><span>Proteomic fingerprinting using MALDI-TOF mass spectrometry is a well-established tool for identifying microorganisms and has shown promising results for identification of animal species, particularly disease vectors and marine organisms. However, few studies have tested species identification across different orders and classes. In this study, we collected data from 1,246 specimens and 198 species to test species identification in a diverse dataset. We also evaluated different specimen preparation and data processing approaches for machine learning and developed a workflow to optimize classification using random forest. Our results showed high success rates of over 90%, but we also found that the size of the reference library affects classification error. Additionally, we demonstrated the ability of the method to differentiate marine cryptic-species complexes and to distinguish sexes within species.</span></p>

opencc-zeroJan 2024View details →
dryad36/100

Data from: Advances and shortfalls in applying best practices to global tree-growing efforts

<p>As global tree-growing efforts have escalated in the past decade, copious failures and unintended consequences have prompted many reforestation best practices guidelines. The extent to which organizations have integrated these ecological and socioeconomic recommendations, however, remains uncertain. We reviewed websites of 99 intermediary organizations that promote and fund tree-growing projects to determine how well they report following best practices. Nearly half the organizations stated tree or area planting targets, but only 25% had measurable, time-bound objectives. Most organizations discussed the benefits local communities would receive from trees, but only 38% reported measures of these outcomes. Non-profit organizations with greater prior experience converged more closely on best practices, and their level of scientific expertise was positively associated with clearer project selection standards. Although many tree-growing organizations acknowledge the importance of clear goals, local community involvement, and monitoring, our results raise questions regarding whether long-term benefits are being achieved and emphasize the need for stronger public accountability standards.</p>

opencc-zeroJan 2024View details →
zenodo36/100

''Do you have time for a quick call?": Exploring Remote and Hybrid Requirements Engineering Practices and Challenges in Industry

<p>This replication package contains the survey and interview questions, list of codes derived from the analysis, and the survey respondent demographics from the paper titled&nbsp;<em><strong>''Do you have time for a quick call?": Exploring Remote and Hybrid Requirements Engineering Practices and Challenges in Industry </strong></em>accepted to International Requirements Engineering Conference 2024.&nbsp;</p>

opencc-by-4.0Jan 2024View details →
zenodo36/100

Dataset for the Paper "Longevity of Artifacts in Leading Parallel and Distributed Systems Conferences: a Review of the State of the Practice in 2023"

<p>Dataset used for the paper "Longevity of Artifacts in Leading Parallel and Distributed Systems Conferences: a Review of the State of the Practice in 2023" submitted at ACM REP'24.</p> <p>The associated analysis scripts are available on Software-Heritage: https://archive.softwareheritage.org/swh:1:dir:3904795a49327b1e9b7ef1a8aff995b1f94ae6fb;origin=https://github.com/GuilloteauQ/artefact-lifetime;visit=swh:1:snp:9adc667f9fefcb6783df076520ef357231030ad4;anchor=swh:1:rev:ad4d19abb5da12fd6df708bc13e444d834c85dfa</p>

opencc-by-4.0Feb 2024View details →
dryad36/100

Data from: cultural attraction in pottery practice: group-specific shape transformations by potters from three communities

<p>Pottery is a quintessential indicator of human cultural dynamics. Cultural alignment of behavioral repertoires and artifacts has been considered to rest upon two distinct dynamics: selective transmission of information and culture-specific biased transformation. In a cross-cultural field experiment, we tested whether community-specific morphological features of ceramic vessels would arise when the same unfamiliar shapes were reproduced by professional potters from three different communities who threw vessels using wheels. We analyzed the details of the underlying morphogenesis development of vessels in wheel throwing. When expert potters from three different communities of practice were instructed to faithfully reproduce common unfamiliar model shapes that were not parts of the daily repertoires, the morphometric variation in the final shape was not random; rather, different potters produced vessels with more morphometric variation among than within communities, indicating the presence of community-specific deviations of morphological features of vessels. Furthermore, this was found both in the final shape and in the underlying process of morphogenesis; there was more variation in the morphogenetic path among than within communities. These results suggest that the morphological features of ceramic vessels produced by potters reliably and nonrandomly diverge among different communities.</p>

opencc-zeroFeb 2024View details →
dryad36/100

Bird and vegetation diversity in Chaco forests under different cattle management practices

<p>Birds play key roles in forest dynamics, favoring the resilience of forests to cattle ranching. Generalist species may benefit from changes in the vegetation structure caused by cattle grazing while specialist species are usually negatively affected. Therefore, studying changes in taxonomic and functional bird diversity can provide valuable information in order to propose sustainable cattle management practices. Here, we study the influence of different cattle management practices (Cattle Exclusion: FCE; Continuous grazing: FCG; Rotational grazing: FRG; Seasonal grazing: FSG) on the understory vegetation structure, and the bird taxonomic and functional diversity in humid Chaco forests of Argentina. Forests under grazing had an open (FCG) or semi-open (FRG and FSG) understory, whereas FCE presented a closed understory with higher plant richness. Generalized linear models revealed a decrease in bird richness and abundance under most cattle management practices compared to FCE. However, FRG was most similar to FCE in terms of vegetation structure and showed no differences in bird richness. FCE presented the lowest values of functional diversity while FCG and FRG showed the highest values. A fourth-corner analysis showed that FCE was associated with insectivorous species which forage and nest in the shrub layer, reflecting a possible loss of ecosystem services in forests with cattle grazing.  We propose FRG as the most appropriate cattle management option and the least detrimental to bird assemblages. However, maintaining protected areas that exclude cattle ranching activities will be key to striking a balance between the conservation of most specialist species and beef production.</p>

opencc-zeroFeb 2024View details →
zenodo36/100

Olfactory Heritage Toolkit Resource 2. Olfactory Heritage Practices

<p><span>This resource</span> presents an overview of intangible cultural heritage practices in which smells plays or can play a significant role. Th<span>e</span> list is compiled to support cultural heritage policy makers to identify the significance of olfactory heritage and help heritage communities to acknowledge the value of olfaction in heritage practices.&nbsp;The&nbsp;<span>information</span> is compiled by the Odeuropa project in collaboration with the Dutch Centre for Intangible Cultural Heritage (DICH), the Smell of Heritage group of University College London and the KNAW Meertens Institute.</p>

opencc-by-4.0Feb 2024View details →
dryad36/100

Caffeine citrate status, availability and practice across Nigeria, Ethiopia, Kenya, South Africa and five States in India

<p>Apnea of prematurity (AOP) is a common complication among preterm infants (&lt;37 weeks gestation), globally. However, access to caffeine citrate (CC) that is a proven safe and effective treatment in high income countries is largely unavailable in low-and-middle income countries, where most preterm infants are born. Therefore, the overall aim of this study was to describe the demand, policies, and supply factors affecting the availability and clinical use of CC in LMICs.</p> <p>A mixed methods approach was used to collect data from diverse settings in LMICs including Ethiopia, Kenya, Nigeria, South Africa, and India. Qualitative semi-structured interviews and focus group discussions were conducted with different health care providers, policymakers, and stakeholders from industry. Additional data was collected using standard questionnaires. A thematic framework approach was used to analyze the qualitative data and descriptive statistics were used to summarize the quantitative data. The findings indicate that there is variation in in-country policies on the use of CC in the prevention and treatment of AOP and its availability across the LMICs. As a result, the knowledge and experience of using CC also varied with clinicians on Ethiopia having no experience of using it while those in India have greater knowledge and experience of using it. The in turn influenced the demand and our findings show that only 29% of eligible preterm infants are receiving CC in these countries.</p> <p>There is an urgent need to address the multilevel barriers to accessing CC for management of AOP in Africa. These include cost, lack of national policies and therefore lack of demand stemming from its clinical equivalency with aminophylline.  Practical ways to reduce the cost of CC in LMICs could potentially increase its availability and use.</p>

opencc-zeroMar 2024View details →
zenodo36/100

Figure 5 in Practical issues related to cladistics and the classification of spiders

Figure 5. Hypothetical phylogeny of the Salticidae, showing only the species depicted in Figure 4 (after Maddison 2015).

opencc-by-nd-4.0Jul 2023View details →
zenodo36/100

Figure 4 in Practical issues related to cladistics and the classification of spiders

Figure 4. Representative members of the salticid group (Salticidae). Relatedness of these species is shown in Figure 5. Photo credit and ©: 2, Wynand Uys; 4, Reynante Martinez; 9, Jonghyun Park; 10, sunnyjosef.

opencc-by-nd-4.0Jul 2023View details →
zenodo36/100

Assessment of Self-Medication Practices and Safety Profile of Medicines Utilisation among Pregnant Women attending Antenatal Clinics in Freetown, Sierra Leone: A Multicentre Cross-Sectional Descriptive Study

<p><strong><span>Background: </span></strong><span>Despite the potential fetal and maternal risks of self-medication, studies on self-medication practice and the safety profile of medicines used during pregnancy are scarce in our setting. This study determined the self-medication practice and safety profile of medicines used among pregnant women.</span></p> <p><strong><span>Methods: </span></strong><span>This cross-sectional study was conducted in face-to-face interviews among 345 pregnant women at three hospitals in Sierra Leone. Data were analyzed using descriptive statistics and binary logistic regression to <span>determine the prevalence and associated factors of self-medication. </span></span></p> <p><strong><span>Results: </span></strong><span>A total of 345 pregnant women participated in the study. The prevalence of self-medication among pregnant women with conventional and/or herbal medicine was </span><span>132 (38.3%)</span><span>. Also, 93 (75%) of the conventional medicines (CMs) were categorized as probably safe, of which paracetamol 36 (29.0%) was commonly used, followed by amoxicillin 23 (18.5%) and antimalarials 22 (17.7%) for common illnesses such as </span><span>headache 30 (25.4%), </span><span>urinary tract infection </span><span>23 (19.4%)<span> and malaria 22 (18.6%). The common reason for self-medication was previous experience with the disease 24 (27.3%). </span><em>Luffa acutangula</em> 19 (30.2%) <span>was the most used herbal medicine (HM), </span>and Oedema 30 (47.6%) was the most reported ailment. <span>Among the HM users,</span> 34 (54.0%)<span> believe they are more effective than CMs. Secondary school education (AOR = 2.128, 95%CI = 1.191 &ndash; 3.804, p = 0.011), tertiary education (AOR = 2.915, 95%CI = 1.104 &ndash; 7.693, p = 0.031), monthly income of greater than NLe 1,000 (AOR = 4.084, 95% CI = 1.269 &ndash; 13.144, p = 0.018), and perceived maternal illness (AOR = 0.367, CI = 0.213 &ndash; 0.632, p = &lt;0.001) were predictors of self-medication.</span></span></p> <p><strong><span>Conclusion: </span></strong><span>Self-medication practice was highly prevalent and was associated with educational status, monthly income, and maternal illness during pregnancy. Therefore, intervention programs should be designed and implemented to minimize the practice and risk associated with self-medication among pregnant women.</span></p>

opencc-by-4.0Apr 2024View details →
zenodo36/100

data_Systematic review and best practices for drone remote sensing of invasive plants

<p>We generated this dataset to compile a review article titled "Systematic Review and Best Practices for Drone Remote Sensing of Invasive Plants."&nbsp;</p>

opencc-by-4.0Apr 2024View details →
zenodo36/100

Continuous-Flow Synthesis of BiVO4 Nanoparticles: From laboratory scale to practical systems

<p>#Data set of "Continuous-Flow Synthesis of BiVO4 Nanoparticles: From laboratory scale to practical systems"</p> <p>---</p> <p>## GENERAL INFORMATION</p> <p>1. Data set title: "Continuous-Flow Synthesis of BiVO4 Nanoparticles: From laboratory scale to practical systems"</p> <p>2.Authorship:&nbsp;<br>&nbsp; &nbsp;Name: Christian Robles<br>&nbsp; &nbsp;Institution: Institute of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0003-1166-2950</p> <p>&nbsp; &nbsp;Name: Laura Monta&ntilde;&eacute;s<br>&nbsp; &nbsp;Institution: Institute of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0002-1076-013X &nbsp;&nbsp;<br>&nbsp; &nbsp;<br>&nbsp; &nbsp;Name: Camilo A. Mesa<br>&nbsp; &nbsp;Institution: Institute of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0002-8450-2563</p> <p>&nbsp; &nbsp;Name:Diego Iglesias&nbsp;<br>&nbsp; &nbsp;Institution: institute of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0002-4030-5816</p> <p>&nbsp; &nbsp;Name: Helena Rabelo<br>&nbsp; &nbsp;Institution: Catalan Institute of Nanoscience and Nanotechnology (ICN2) and BIST, Campus UAB, Ballaterra, 08193, Barcelona, Spain<br>&nbsp; &nbsp;ORCID: 0000-0002-7773-3929</p> <p>&nbsp; &nbsp;Name: Maria Chiara Spadaro<br>&nbsp; &nbsp;Institution: Catalan Institute of Nanoscience and Nanotechnology (ICN2) and BIST, Campus UAB, Ballaterra, 08193, Barcelona, Spain. Department SIMAU, Marche Polytechnic University, 60131, Ancona, Italy.<br>&nbsp; &nbsp;ORCID: 0000-0002-6540-0377<br>&nbsp;<br>&nbsp; &nbsp;Name: Jordi Arbiol<br>&nbsp; &nbsp;Institution: Catalan Institute of Nanoscience and Nanotechnology (ICN2) and BIST, Campus UAB, Ballaterra, 08193, Barcelona, Spain ICREA, 08010, Barcelona, Spain<br>&nbsp; &nbsp;ORCID: 0000-0002-0695-1726</p> <p>&nbsp; &nbsp;Name: Jes&uacute;s Redondo<br>&nbsp; &nbsp;Institution: Department of Polymers and Advanced Materials, Centro de F&iacute;sica de Materiales CFM (UPV/EHU-CSIC), University of the Basque Country UPV/EHU, 20018, San Sebasti&aacute;n Spain. Department of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University, 180 00 Prague 8, Czech Republic<br>&nbsp; &nbsp; ORCID: 0000-0002-8147-689X</p> <p>&nbsp; &nbsp;Name: F.Schiller<br>&nbsp; &nbsp;Institution: Department of Polymers and Advanced Materials, Centro de F&iacute;sica de Materiales CFM (UPV/EHU-CSIC), University of the Basque Country UPV/EHU, 20018, San Sebasti&aacute;n Spain. Donostia International Physics Center DIPC, 20018 San Sebasti&aacute;n, Spain<br>&nbsp; &nbsp;ORCID: 0000-0003-1727-3542</p> <p>&nbsp; &nbsp;Name:Sara Barja<br>&nbsp; &nbsp;Institution: Department of Polymers and Advanced Materials, Centro de F&iacute;sica de Materiales CFM (UPV/EHU-CSIC), University of the Basque Country UPV/EHU, 20018, San Sebasti&aacute;n Spain. Donostia International Physics Center DIPC, 20018 San Sebasti&aacute;n, Spain. IKERBASQUE, Basque Foundation for Science, 48009 Bilbao, Spain</p> <p>&nbsp; &nbsp;Name: Beatriz Juli&aacute;n-L&oacute;pez<br>&nbsp; &nbsp;Institution: Institude of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0003-1019-776X</p> <p>&nbsp; &nbsp;Name: Ana Guti&eacute;rrez-Blanco<br>&nbsp; &nbsp;Institution: Institude of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0001-9412-2321<br>&nbsp; &nbsp;Email: &lt;angutier@uji.es&gt;</p> <p>&nbsp; &nbsp;Name: Victor Sans<br>&nbsp; &nbsp;Institution: Institude of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0001-7045-5244<br>&nbsp; &nbsp;Email: &lt;sans@uji.es&gt;</p> <p>&nbsp; &nbsp;Name: Sixto Gim&eacute;nez<br>&nbsp; &nbsp;Institution: Institude of Advanced Materials (INAM), Universitat Jaume I, 12006, Castell&oacute;, Spain<br>&nbsp; &nbsp;ORCID: 0000-0002-4522-3174<br>&nbsp; &nbsp;Email: &lt;sjulia@uji.es&gt;</p> <p>## FILE DESCRIPTION<br>----------------<br>### Figure 1<br>-Fig1b.txt : Distribution hystogram of the BiVO4 NPs after the synthetic procedure.</p> <p>### Figure 3 (All measurements were carried out in 0.1 M potassium phosphate buffer (pH 7), containing 0.1 M Na2SO3 as hole scavenger.)<br>-Fig3a.txt : LSVs under chopped illumination conditions, scan rate, 10 mV&middot;s-1, simulated solar light (AM 1.5 G, 100 mW&middot;cm-2), back illumination.<br>-Fig3b.txt : Chronoamperometries at 1.23 V vs. RHE.<br>-Fig3c.txt : IPCE measurements and integrated photocurrent at 1.23 V vs. RHE</p> <p>### Figure 4<br>-Fig4c.txt : LSV of the measured photoanode (the electrolyte consisted on 0.5 M KPi at a constant pH of 7 and 0.5 M Na2SO3 as hole scavenger) with back illumination configuration.</p> <p>### Figure S4<br>-FigS4a.txt : Absorbance spectra of the different BiVO4 colloidal suspension alliquots taken for reproducibility studies.Seven consecutive synthetic runs were carried out and an aliquot was taken from each run, always under identical conditions regarding the collection time of the sample (30 minutes after starting the reaction).<br>-FigS4b.txt : Transmittance spectra of the different BiVO4 colloidal suspension alliquots taken for reproducibility studies.Seven consecutive synthetic runs were carried out and an aliquot was taken from each run, always under identical conditions regarding the collection time of the sample (30 minutes after starting the reaction).<br>-FigS4c.txt : Absorbance mean + error or the different BiVO4 colloidal suspension alliquots taken for reproducibility studies.<br>-FigS4d.txt : Transmittance at the selcted wavelength (400 nm) for the different BiVO4 colloidal suspension alliquots taken for reproducibility studies.</p> <p>## Figure S6<br>-FigS6.txt : Thermogravimetric analysis (TGA) curve of the BiVO4 NPs from room temperature to 500 &ordm;C.</p> <p>### Figure S7<br>-FigS7.txt : XRD patterns of the FTO/BiVO4 photoanodes before and after thermal annealing. &nbsp;</p> <p>### Figure S8<br>-FigS8a.txt : Raman spectra of the FTO/BiVO4/Al2O3 based films before and after annealing.&nbsp;<br>-FigS8b.txt : FT-IR spectra of the FTO/BiVO4/Al2O3 based films before and after annealing. &nbsp;</p> <p>### Figure S9<br>-FigS9a.txt : Absorptance spectra of the FTO/BiVO4/Al2O3 samples before and after the annealing process.<br>-FigS9b.txt : Tauc plot of the FTO/BiVO4/Al2O3 samples before and after the annealing process. &nbsp;</p> <p>### Figure S11<br>-Fig11a.txt : LSV of the FTO/BiVO4/Al2O3 films in 0.1 M potassium phosphate buffer (pH 7) containing 0.1 M Na2SO3 as hole scavenger under AM 1.5 G, 100 mW&middot;cm-2 back side illumination (scan rate, 10 mV&middot;s-1) for the deposition reproducibility studies.<br>-Fig11b takes the same data contained in Fig11a.txt</p> <p>### Figure S12 (Measurements in 0.1 M phosphate buffer (pH 7) containing 0.1 M Na2SO3 as hole scavenger under AM 1.5 G, 100 mW&middot;cm-2 back side illumination.)<br>-FigS12a.txt : Consecutive LSVs (LSV1, LSV2 LSV3) and LSV after 2 hours testing for the FTO/BiVO4 (area 5 cm2).<br>-FigS12b.txt : Consecutive LSVs (LSV1, LSV2 LSV3) and LSV after 2 hours testing for the FTO/BiVO4/Al2O3 films (area 5 cm2) showing the enhanced stability after deposition of the Al2O3 layer.</p> <p>&nbsp;</p>

opencc-by-4.0Nov 2024View details →
zenodo36/100

Associated code and data for "A Practical Guideline for MicroRNA Sequencing Data Analysis in Chronic Lymphocytic Leukemia (doi: 10.1007/978-1-0716-4290-0_18)".

<p>This deposit contains the data, code, and analysis to recreate the results in the manuscript - Tuulikki Suomela, Liang Zhang, Julio Vera, Heiko Bruns, Xin Lai. A Practical Guideline for MicroRNA Sequencing Data Analysis in Chronic Lymphocytic Leukemia. Methods Mol. Biol., 2883, 403&ndash;426. <a href="https://www.researchgate.net/publication/387267721_A_Practical_Guideline_for_MicroRNA_Sequencing_Data_Analysis_in_Chronic_Lymphocytic_Leukemia">https://doi.org/10.1007/978-1-0716-4290-0_18</a>.</p> <p>The pipeline allows users to perform end-to-end analysis of bulk miRNA sequencing data, including quality control of FastQ files, mapping of read counts to miRNA genes using miRBase or Reference genome, quantification of miRNA read counts, differential gene expression analysis using DEseq2, gene set enrichment analysis using curated cancer hallmark gene sets, and identification of miRNA targets.</p> <p>If you have used the code for your research, please cite the original publication. Thank you very much.</p>

opencc-by-4.0Jun 2024View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.