Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
18,621
datasets available to search
ShareScore release 0.9.0
Dataset results
18,621 results for “development;”
FIG. 11 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 11.—Ossification levels within the Craugastor mexicanus series compared with body size (estimated as log centroid size). Ossification scores are based on the six-stage ontogenetic sequence described in Table 3.
FIG. 12 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 12.—Skull shape variation within the Craugastor mexicanus series as depicted by principal components analysis of 14 geometric morphometric landmarks (Fig. 10). The first 7 principal components explained ~75% of the variance. The second and third principal components are depicted because they maximized differences between large-bodied and small bodied species.
FIG. 17 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 17.—Dorsal surface of the head in representative specimens of the Craugastor mexicanus series. Female paratype of C. bitonium (A, UTA A-66118, SVL ¼ 16.7 mm); female paratype of C. candelariensis (B, UTA A-55247, SVL ¼ 18.6 mm); female paratype of C. cueyatl (C, MZFC-HE-35614. SVL ¼ 17.2 mm); female C. hobartsmithi (D, UMMZ 94230, SVL ~12 mm, photo by J. David Curlis); female C. mexicanus (E, UTA A-28754, SVL ¼ 35.9 mm); female C. montanus (F, UMMZ 87970, SVL ¼ 25.8 mm); male C. omiltemanus (G, UTA A-66139, SVL ¼ 18.1 mm); female holotype of C. polaclavus (H, UTA A-62392, SVL ¼ 14.7 mm); female holotype of C. portilloensis (I, UTA A-62393, SVL ¼ 11.4 mm); female C. pygmaeus (J, UTA A-54809, SVL ¼ 17.3 mm); male holotype of C. rubinus (K, UTA A-62345, SVL ¼ 12.6 mm); male C. saltator (L, UTA A-54931, SVL ¼ 18.4 mm). Acolor version of this figure is available online.
FIG. 10 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 10.—Difference in ontogenetic trajectories between select largebodied (Craugastor mexicanus, C. omiltemanus, C. saltator) and smallbodied species (C. hobartsmithi, C. pygmaeus) of the C. mexicanus series as evidenced by reduced-major axis regression of size-correlated shape axes with log-centroid size following Sidlauskas et al. (2011).
FIG. 36 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 36.—Subadult Craugastor saltator (left, UTA A-66120, SVL ¼ 14.5 mm) from area above Corral de Bravo, Guerrero, Mexico, 2560–2590 m; female holotype (right, FMNH 100166, SVL ¼ 44.0 mm) from Omiltemi, Guerrero, Mexico. Acolor version of this figure is available online.
FIG. 35 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 35.—Ventral coloration in life from some member of the Craugastor mexicanus series. Craugastor rubinus (A, UTA A-62345); C. pygmaeus (B, UTA A-64284), C. cueyatl (C, UTA A-62348). Note varying levels of bluishwhite speckling. Acolor version of this figure is available online.
FIG. 16 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 16.—Lateral body surface in representative specimens of the Craugastor mexicanus series. Female paratype of C. bitonium (A, UTA A-66118, SVL ¼ 16.7 mm); female paratype of C. candelariensis (B, UTA A-55247, SVL ¼ 18.6 mm); female paratype of C. cueyatl (C, MZFC-HE-35614. SVL ¼ 17.2 mm); male C. hobartsmithi (D, UMMZ 94231, SVL ~11 mm, photo by J. David Curlis); male C. mexicanus (E, UTA A-6907, SVL ¼ 22.3 mm); female C. montanus (F, UMMZ 87970, SVL ¼ 25.8 mm); male C. omiltemanus (G, UTA A-66139, SVL ¼ 18.1 mm); female holotype of C. polaclavus (H, UTA A-62392, SVL ¼ 14.7 mm); female holotype of C. portilloensis (I, UTA A-62393, SVL ¼ 11.4 mm); male C. pygmaeus (J, UTA A-64414, SVL ¼ 10.3 mm); male holotype of C. rubinus (K, UTA A-62345, SVL ¼ 12.6 mm); male C. saltator (L, UTA A-54931, SVL ¼ 18.4 mm). Acolor version of this figure is available online.
FIG. 22 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 22.—Female holotype of Craugastor bitonium (A, UTA A-64254, SVL ¼ 15.8 mm); female paratype (B, UTA A-66117, SVL ¼ 16.9 mm); (B); one male and two female paratypes (C, left to right, UTA A-66119, SVL ¼ 12.3 mm; MZFC-HE-35600, SVL ¼ 15.8 mm; MZFC-HE-35601, SVL ¼ 15.2 mm); female paratype (D, UTA A-66118, SVL ¼ 16.7 mm). Note two-tone dorsal color pattern in A, B, and C. All collected from the road between Yextla and Vuelta del Sur, Guerrero, Mexico, 2071 m. Acolor version of this figure is available online.
FIG. 19 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 19.—Lateral surface of the head in representative specimens of the Craugastor mexicanus series. Female holotype of C. bitonium (A, UTA A-64254, SVL ¼ 15.8 mm); female paratype of C. candelariensis (B, UTA A-55247, SVL ¼ 18.6 mm); male holotype of C. cueyatl (C, UTA A-62348, SVL ¼ 13.0 mm); female C. hobartsmithi (D, UMMZ 94230, SVL ~12 mm, photo by J. David Curlis); female C. mexicanus (E, UTA A-28754, SVL ¼ 35.9 mm); male C. montanus (F, UMMZ 88002, SVL ¼ 21.8 mm); female C. omiltemanus (G, UTA A-66140, SVL ¼ 30.9 mm); female holotype of C. polaclavus (H, UTA A-62392, SVL ¼ 14.7 mm); female holotype of C. portilloensis (I, UTA A-62393, SVL ¼ 11.4 mm); female C. pygmaeus (J, UTA A-54809, SVL ¼ 17.3 mm); male holotype of C. rubinus (K, UTA A-62345, SVL ¼ 12.6 mm); male C. saltator (L, UTA A-54931, SVL ¼ 18.4 mm). Acolor version of this figure is available online.
FIG. 18 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 18.—Ventral surface of the head in representative specimens of the Craugastor mexicanus series. Female paratype of C. bitonium (A, UTA A-66118, SVL ¼ 16.7 mm); female paratype of C. candelariensis (B, UTA A-55247, SVL ¼ 18.6 mm); female paratype of C. cueyatl (C, MZFC-HE-35614. SVL ¼ 17.2 mm); male C. hobartsmithi (D, UMMZ 94231, SVL ~11 mm, photo by J. David Curlis); male C. mexicanus (E, UTA A-6907, SVL ¼ 22.3 mm); female C. montanus (F, UMMZ 87970, SVL ¼ 25.8 mm); male C. omiltemanus (G, UTA A-66139, SVL ¼ 18.1 mm); female holotype of C. polaclavus (H, UTA A-62392, SVL ¼ 14.7 mm); female holotype of C. portilloensis (I, UTA A-62393, SVL ¼ 11.4 mm); male C. pygmaeus (J, UTA A-64414, SVL ¼ 10.3 mm); male holotype of C. rubinus (K, UTA A-62345, SVL ¼ 12.6 mm); male C. saltator (L, UTA A-54931, SVL ¼ 18.4 mm). Acolor version of this figure is available online.
FIG. 5 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 5.—Maximum Likelihood analysis of nuclear DNA (nDNA) markers sequenced from the Craugastor mexicanus series (total of 1183 base pairs). Blackcirclesindicatenodesreceivingbootstrapsupportvalues>90 fromthe Maximum Likelihoodanalysisand 0.90 posteriorprobabilitiesincorresponding Bayesian analyses. Where posterior probabilities were>0.90 but Maximum Likelihood bootstrap support was <90, a number indicates the bootstrap support. NS indicates no support in the Bayesian analysis for a depicted relationship. Locality abbreviations are as follows: COL ¼ Colima, GRO ¼ Guerrero, JAL ¼ Jalisco, MEX ¼ Estado de México, OAX ¼ Oaxaca, PUE ¼ Puebla, and VER ¼ Veracruz.
FIG. 8 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 8.—Distribution of Craugastor hobartsmithi, C. cf. hobartsmithi, C. omiltemanus and six new species from Mexico. Dots inside symbols indicate individuals used in the molecular analyses in this study. Inset depicts region of Oaxaca where three of the new species exist in near sympatry. A question mark indicates uncertain georeferencing. Relevant type localities are indicated by text and arrows.
FIG. 1 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 1.—Male holotype of Eleutherodactylus hobartsmithi Taylor (A, FMNH 100114, SVL ¼ 14.4 mm); female holotype of Leiuperus mexicanus Brocchi (B, MNHNP 6318, SVL ~ 40 mm); male holotype of Microbatrachylus oaxacae Taylor (C, FMNH 100001, SVL ¼ 18.1 mm); male holotype of Microbatrachylus lineatissimus Taylor (D, FMNH 100036, SVL ¼ 20.0 mm); female holotype of Microbatrachylus montanus Taylor (E, USNM 115507, SVL ¼ 27.0 mm); female holotype of Eleutherodactylus pygmaeus Taylor (F, UIMNH 16125, SVL ¼ 17.0 mm); female holotype of Microbatrachylus albolabris Taylor (G, FMNH 100071, SVL ¼ 16.5 mm); male holotype of Microbatrachylus minimus Taylor (H, FMNH 100323, SVL ¼ 15.0 mm); female holotype of Microbatrachylus imitator Taylor (I, USNM 115508, SVL ¼ 14.2 mm); male lectotype of Syrrhaphus omiltemanus Günther (J, BMNH 1947.2.16.62, SVL ¼ 19.8 mm); female lectotype of Hylodes calcitrans Günther (K, BMNH 1947.2.16.47, SVL ¼ 34.9 mm); female holotype of Eleutherodactylus saltator Taylor (L, FMNH 100166, SVL ¼ 44.0 mm). Symbols correspond to current taxonomic assignments (square ¼ C. hobartsmithi, triangle ¼ C. mexicanus, crossedsquare ¼ C. montanus, pentagon ¼ C. omiltemanus, circle ¼ C. pygmaeus, rotated-triangle ¼ C. saltator). Acolor version of this figure is available online.
FIG. 4 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 4.—Maximum Likelihood analyses of mitochondrial DNA (mtDNA) markers sequenced from the Craugastor mexicanus series (total of 1047 base pairs). Black circles indicate nodes receiving bootstrap support values>90 from the Maximum Likelihood analysis and 0.90 posterior probabilities in corresponding Bayesian analyses. Where posterior probabilities were>0.90 but Maximum Likelihood bootstrap support was <90, a number indicates the bootstrap support. NS indicates no support in the Bayesian analysis for a depicted relationship. Locality abbreviations are as follows: COL ¼ Colima, HID ¼ Hidalgo, GRO ¼ Guerrero, JAL ¼ Jalisco, MEX ¼ Estado de México, OAX ¼ Oaxaca, PUE ¼ Puebla, and VER ¼ Veracruz.
FIG. 3 in Miniaturization in Direct-Developing Frogs from Mexico with the Description of Six New Species
FIG. 3.—Concatenated Maximum Likelihood analyses of two mitochondrial (12S and 16S) and two nuclear (RAG1 and TYR) gene fragments sequenced from the Craugastor mexicanus series (total of 2230 base pairs). Node values correspond to bootstrap support from Maximum Likelihood analysis and posterior probabilities from a Bayesian analysis of the same data set, respectively. Support values are not reported for nodes that had <50/0.50. NS indicates no support in the Bayesian analysis for a depicted relationship. Locality abbreviations are as follows: COL ¼ Colima, HID ¼ Hidalgo, GRO ¼ Guerrero, JAL ¼ Jalisco, MEX ¼ Estado de México, OAX ¼ Oaxaca, PUE ¼ Puebla, and VER ¼ Veracruz.
ASE_2022_How do code contexts evolve for software development tasks
<p>The dataset of paper---ASE_2022_How do code contexts evolve for software development tasks.</p> <p>It includes (1) working periods: the 1,375 interaction histories of development tasks and 4,219 working periods, and (2) results: results of our research and study.</p> <p>See README.md for more information.</p>
Development of a multivariable risk model integrating urinary peptide metabolites and Extracellular Vesicle RNA data to detect significant prostate cancer
<p>The aim of this study was to investigate whether the robust integration of expression data from urinary extracellular vesicle RNA (EV-RNA) with urine proteomic metabolites can accurately predict PCa biopsy outcome. Urine samples were analyzed by mass spectrometry and NanoString gene-expression analysis. As a result, four classifiers were generated: ‘MassSpec’ (CE-MS proteomics), ‘EV-RNA’, ‘SoC’ (standard of care) and ‘ExoSpec’. The best prediction for Gs³3+4 at initial biopsy (AUC=0.83, 95% CI:0.77-0.88) was achieved by applying ‘ExoSpec’ classifier and he outperformed other predictive classifiers. In addition, the results showed that the performance of ‘ExoSpec’ could reduce unnecessary biopsies by 30%.</p>
The Development of Russian Verse: Metrical and Rhythmic Borrowings
<p>Материалы исследовательского проекта РНФ 19-78-10132 (2019-2022), рук. Вера Полилова</p>
Development and validation of a Community Resilience Scale for Youth (CRS-Y) Community Resilience Scale for Regional Youth
<p>The purpose of this article is to present the development and validation of a Community Resilience Scale for Youth (CRS-Y) among a Portuguese sample of nearly 4000 young people growing up in regions on the border with Spain. The scale was developed for young people to assess their perception of the resilience of regional communities in terms of positive development and purposeful experiences for young people. Resilient communities, under a social ecological approach, are those able to move forward on social change and transformation. This concept is especially remarkable in more challenging contexts such as border regions of mainland Portugal which are characterised by economic, social, educational, and cultural disadvantages while discovering possibilities of resilience through promising local dynamics.</p> <p>A multi-step approach was used to develop this scale of 12-item scale. Items were generated based on an in-depth literature review and research previously conducted with young people in these contexts. The overall sample was randomly divided into two subsamples of 1828 and 1735 young people each. Principal component analysis was performed with one of the subsamples and yielded a three-factor structure, explaining 61.5% of the total variance. Confirmatory factor analysis performed on the second showed good fit indexes. Furthermore, internal consistency of the three proposed components, gauged either by Cronbach’s alpha or McDonald’s omega, indicated good reliability. Given the results, the CRS-Y is a valid and reliable tool showing adequate psychometric properties.</p> <p>This scale will be useful for schools and policy makers at the local level. Indicators such as the promotion of opportunities to participate and be recognised, collective trust and the promotion of shared values and protection are relevant in assessing regional communities’ resilience and informing youth policies.</p> <p> </p> <p><strong>The scoring and interpretation guidelines for this scale should be as follows:</strong></p> <p>The Community Resilience Scale for Youth (CRS-Y) was developed for young people to assess their perception of the resilience of regional communities in terms of positive development and purposeful experiences for young people. The scale consists of 12 items rated on a 5-point Likert scale (1=low agreement to 5=high agreement), where participants indicate their level of agreement with each statement about their community. </p> <p>Items are grouped into a total score [MEAN(Factor1,Factor2,Factor3)] and three factors/dimensions: </p> <p>Factor 1-Promotion of opportunities and collective trust [5 items; MEAN(Item1,Item2,Item3,Item4,Item5)];</p> <p>Factor 2-Promotion of shared values and protection [4 items; MEAN(Item6,Item7,Item8,Item9)];</p> <p>Factor 3-Promotion of intercommunity trust and ties [3 items; MEAN(Item10,Item11,Item12)]. </p> <p>Higher scores indicate a greater perception of the resilience of regional communities in terms of positive development and purposeful experiences for young people.</p>
Underlying data / Hydrothermal carbonization as an alternative sanitation technology: process optimization and development of low-cost reactor
<p>Experimental data of a research publication "Hydrothermal carbonization as an alternative sanitation technology: process optimization and development of low-cost reactor" is provided.</p> <p><strong>Background:</strong> The provision of safe sanitation services is essential for human well-being and environmental integrity, but it is often lacking in less developed communities with insufficient financial and technical resources. Hydrothermal carbonization (HTC) has been suggested as an alternative sanitation technology, producing value-added products from faecal waste. We evaluated the HTC technology for raw human waste treatment in terms of resource recovery. In addition, we constructed and tested a low-cost HTC reactor for its technical feasibility.</p> <p><strong>Methods: </strong>Raw human faeces were hydrothermally treated in a mild severity range (≤ 200 °C and ≤ 1 hr). The total energy recovery was analysed from the energy input, higher heating value (HHV) of hydrochar and biomethane potential of process water. The nutrient contents were recovered through struvite precipitation employing process water and acid leachate from hydrochar ash. A bench-scale low-cost reactor (BLR) was developed using widely available materials and tested for human faeces treatment.</p> <p><strong>Results: </strong>The hydrochar had HHVs (23.2 - 25.2 MJ / kg) comparable to bituminous coal. The calorific value of hydrochar accounted for more than 90 % of the total energy recovery. Around 78 % of phosphorus in feedstock was retained in hydrochar ash, while 15 % was in process water. 72 % of the initial phosphorus can be recovered as struvite when deficient Mg and NH<sub>4</sub> are supplemented. The experiments with BLR showed stable operation for faecal waste treatment with an energy efficiency comparable to a commercial reactor system.</p> <p><strong>Conclusions: </strong> This research presents a proof of concept for the hydrothermal treatment of faecal waste as an alternative sanitation technology, by providing a quantitative evaluation of the resource recovery of energy and nutrients. The experiments with the BLR demonstrate the technical feasibility of the low-cost reactor and support its further development on a larger scale to reach practical implementation</p> <p> </p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
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.
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.
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.
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.
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.