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S11 values of simulation and experimental result.
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STUDENTS' NEED TO DEVELOP PERSONAL VALUES IN EDUCATIONAL CLASSES
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Table 3. Principal component loading values for seven habitat variables across 13 in Impacts of Wastewater Effluent on Temperate Stream Fish Assemblage Structure
<p>Table 3. Principal component loading values for seven habitat variables across 13 sites.</p><table><tbody><tr><th>Variable</th><th>PC1</th><th>PC2</th><th>PC3</th><th>PC4</th><th>PC5</th><th>PC6</th><th>PC7</th></tr></tbody><tbody><tr><th>Mean depth</th><td>0.48071</td><td>0.28063</td><td>0.17675</td><td>0.44277</td><td>0.31253</td><td>0.60423</td><td>0.01098</td></tr><tr><th>Max depth</th><td>0.52734</td><td>0.2317</td><td>0.01965</td><td>0.21237</td><td>0.15811</td><td><i>–</i> 0.7713</td><td>0.05367</td></tr><tr><th>Discharge</th><td>0.1488</td><td>0.53788</td><td><i>–</i> 0.4311</td><td>0.37747</td><td><i>–</i> 0.599</td><td>0.02831</td><td><i>–</i> 0.0247</td></tr><tr><th>% gravel</th><td>0.52703</td><td><i>–</i> 0.0162</td><td><i>–</i> 0.1975</td><td><i>–</i> 0.5051</td><td><i>–</i> 0.3351</td><td>0.17973</td><td>0.53227</td></tr><tr><th>% pebble</th><td><i>–</i> 0.0551</td><td><i>–</i> 0.5723</td><td><i>–</i> 0.4095</td><td>0.52749</td><td>0.10692</td><td><i>–</i> 0.0208</td><td>0.46008</td></tr><tr><th>% cobble</th><td><i>–</i> 0.292</td><td>0.16769</td><td>0.66603</td><td>0.16685</td><td><i>–</i> 0.1803</td><td><i>–</i> 0.0806</td><td>0.61335</td></tr><tr><th>% boulder</th><td><i>–</i> 0.3204</td><td>0.47152</td><td><i>–</i> 0.3636</td><td><i>–</i> 0.2349</td><td>0.60197</td><td><i>–</i> 0.0034</td><td>0.35384</td></tr></tbody></table>
Table 4. Principal component loading values for the four substrate categories measured across all 26 in Impacts of Wastewater Effluent on Temperate Stream Fish Assemblage Structure
<p>Table 4. Principal component loading values for the four substrate categories measured across all 26 sites.</p><table><tbody><tr><th>Variables</th><th>PC1</th><th>PC2</th><th>PC3</th><th>PC4</th></tr></tbody><tbody><tr><th>% gravel</th><td>0.63444</td><td>0.50857</td><td>0.10028</td><td>0.5734</td></tr><tr><th>% pebble</th><td>0.20598</td><td><i>–</i> 0.8296</td><td><i>–</i> 0.0496</td><td>0.51658</td></tr><tr><th>% cobble</th><td><i>–</i> 0.6728</td><td>0.13769</td><td>0.49052</td><td>0.53647</td></tr><tr><th>% boulder</th><td><i>–</i> 0.3201</td><td>0.18476</td><td><i>–</i> 0.8642</td><td>0.3414</td></tr></tbody></table>
Exploring the Interplay Between Environmental Values and Hedonism in Environmental Commitment among Higher Education Students in Greater Jakarta (The Outlook of SDG 13)
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NOVAFOODIES SeaFood +Algae + Biomasses Value Chain information and Technologies for traceability
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Data from: Prognostic value of cerebral tissue oxygen saturation during neonatal extracorporeal membrane oxygenation
Objectives: Extracorporeal membrane oxygenation support is indicated in severe and refractory respiratory or circulatory failures. Neurological complications are typically represented by acute ischemic or hemorrhagic lesions, which induce higher morbidity and mortality. The primary goal of this study was to assess the prognostic value of cerebral tissue oxygen saturation (StcO2) on mortality in neonates and young infants treated with ECMO. A secondary objective was to evaluate the association between StcO2 and the occurrence of cerebral lesions. Study Design: This was a prospective study in infants < 3 months of age admitted to a pediatric intensive care unit and requiring ECMO support. Measurements: The assessment of cerebral perfusion was made by continuous StcO2 monitoring using near-infrared spectroscopy (NIRS) sensors placed on the two temporo-parietal regions. Neurological lesions were identified by MRI or transfontanellar echography. Results: Thirty-four infants <3 months of age were included in the study over a period of 18 months. The ECMO duration was 10±7 days. The survival rate was 50% (17/34 patients), and the proportion of brain injuries was 20% (7/34 patients). The mean StcO2 during ECMO in the non-survivors was reduced in both hemispheres (p = 0.0008 right, p = 0.03 left) compared to the survivors. StcO2 was also reduced in deceased or brain-injured patients compared to the survivors without brain injury (p = 0.002). Conclusion: StcO2 appears to be a strong prognostic factor of survival and of the presence of cerebral lesions in young infants during ECMO.
Data from: Using virtual reality to estimate aesthetic values of coral reefs
Aesthetic value, or beauty, is important to the relationship between humans and natural environments and is, therefore, a fundamental socioeconomic attribute of conservation alongside other ecosystem services. However, beauty is difficult to quantify and is not estimated well using traditional approaches to monitoring coral reef aesthetics. To improve the estimation of ecosystem aesthetic values, we developed and implemented a novel framework used to quantify features of coral reef aesthetics based on people's perceptions of beauty. Three observer groups with different experience to reef environments (Marine Scientist, Experienced Diver and Citizen) were virtually immersed in Australian's Great Barrier Reef using 360-degree images. Perceptions of beauty and observations were used to assess the importance of eight potential attributes of reef aesthetic value. Among these, heterogeneity, defined by structural complexity and colour diversity, was positively associated with coral-reef aesthetic values. There were no group-level differences in the way the observer groups perceived reef aesthetics suggesting that past experiences with coral reefs do not necessarily influence the perception of beauty by the observer. The framework developed here provides a generic tool to help identify indicators of aesthetic value applicable to a wide variety of natural systems. The ability to estimate aesthetic values robustly adds an important dimension to the holistic conservation of the Great Barrier Reef, coral reefs worldwide, and other natural ecosystems.
Data for: From exports to value added to income: Accounting for bilateral income transfers
<p><span>The existence of multinational firms and the rise of global value chains</span><span> raise the question how international trade contributes to a country's income. Ownership relations between, for example, headquarters and subsidiaries result in international income transfers. These transfers are ignored in standard trade data. Taking them into account in a global input-output analysis allows us to assess how much income is generated in one country due to the consumption of final products in another country. This provides a new perspective compared to the concept of value-added exports introduced by Johnson and Noguera (2012). For the US, we find that the income generated by foreign consumption is 51% higher than the value added in the US that is generated by foreign consumption. Similar findings hold for other countries as well, but to a lesser extent. The implication is that the current account deficit of the US almost disappears from the income perspective.</span></p>
The impact of long-term non-pharmaceutical interventions on COVID-19 epidemic dynamics and control: the value and limitations of early models
<p>Mathematical models of epidemics are important tools for predicting epidemic dynamics and evaluating interventions. Yet, because early models are built on limited information, it is unclear how long they will accurately capture epidemic dynamics. Using a stochastic SEIR model of COVID-19 fitted to reported deaths, we estimated transmission parameters at different time points during the first wave of the epidemic (March–June, 2020) in Santa Clara County, California. Although our estimated basic reproduction number (R0) remained stable from early April to late June (with an overall median of 3.76), our estimated effective reproduction number (RE) varied from 0.18 to 1.02 in April before stabilizing at 0.64 on 27 May. Between 22 April and 27 May, our model accurately predicted dynamics through June; however, the model did not predict rising summer cases after shelter-in-place orders were relaxed in June, which, in early July, was reflected in cases but not yet in deaths. While models are critical for informing intervention policy early in an epidemic, their performance will be limited as epidemic dynamics evolve. This paper is one of the first to evaluate the accuracy of a nearly epidemiological compartment model over time to understand the value and limitations of models during unfolding epidemics.</p>
The added value of right ventricular function normalized for afterload to improve risk stratification of patients with pulmonary arterial hypertension
<p>Dataset of the paper</p>
Intracranial aneurysm risk scores, hemodynamics and vessel wall enhancement values
<p>Vessel wall enhancement (VWE) in contrast-enhanced magnetic resonance imaging (MRI) is a potential biomarker for intracranial aneurysm (IA) risk stratification. In this study, we investigated the relationship between VWE features, risk metrics, morphology, and hemodynamics in 41 unruptured aneurysms. We reconstructed the IA geometries from MR angiography and mapped pituitary stalk-normalized MRI intensity on the aneurysm surface using an in-house tool. For each case, we calculated the maximum intensity (CRstalk) and IA risk (via size and the rupture resemblance score-RRS). We performed correlation analysis to assess relationships between CRstalk and IA risk metrics (size and RRS), as well as each parameter encompassed in RRS, i.e. aneurysmal Size Ratio (SR), normalized wall shear stress (WSS), and oscillatory shear index (OSI). We found that CRstalk had a strong correlation (Pearson correlation coefficient, PCC=0.630) with size and a moderate correlation (PCC=0.472) with RRS, indicating an association between VWE and IA risk. Furthermore, CRstalk had a weak negative correlation with normalized WSS (PCC=-0.320) and a weak positive correlation with SR (PCC= 0.390). Local voxel-based analysis showed only a weak negative correlation between normalized WSS and contrast-enhanced MRI signal intensity (PCC=-0.240), suggesting that if low normalized WSS induces enhancement-associated pathobiology, the effect is not localized.</p>
Figure 2 from: Drobne D, Drobne S (2014) Reference values for feeding parameters of isopods (Porcellio scaber, Isopoda, Crustacea). In: Wehrtmann IS, Bauer RT (Eds) Proceedings of the Summer Meeting of the Crustacean Society and the Latin American Association of Carcinology, Costa Rica, July 2013. ZooKeys 457: 313-322. https://doi.org/10.3897/zookeys.457.6805
Figure 2 - Porcellio scaber: Frequency distributions and interquartile range of feeding rate per day ([0.03< FR<0.07] mg/g).
Figure 1 from: Drobne D, Drobne S (2014) Reference values for feeding parameters of isopods (Porcellio scaber, Isopoda, Crustacea). In: Wehrtmann IS, Bauer RT (Eds) Proceedings of the Summer Meeting of the Crustacean Society and the Latin American Association of Carcinology, Costa Rica, July 2013. ZooKeys 457: 313-322. https://doi.org/10.3897/zookeys.457.6805
Figure 1 - Frequency distributions and interquartile range of Porcellio scaber weight at the beginning of the experiment ([34< IW<54] mg).
Figure 1 from: Hartgerink C, Wicherts J, van Assen M (2016) The value of statistical tools to detect data fabrication. Research Ideas and Outcomes 2: e8860. https://doi.org/10.3897/rio.2.e8860
Figure 1 - The applied statistical methods to test for data fabrication in Project 1, depicting those that are combined into an overall test for data fabrication with the Fisher method. Benford's law is excluded from the overall tests because of an expected lack of utility.
Figure 2 from: Hartgerink C, Wicherts J, van Assen M (2016) The value of statistical tools to detect data fabrication. Research Ideas and Outcomes 2: e8860. https://doi.org/10.3897/rio.2.e8860
Figure 2 - Scatterplot reporting the accompanying correlation value. The raw data for variables X and Y is available in the individual points and can be extracted. Statistical methods such as terminal digit analysis can be applied to these raw data to detect data anomalies.
Determining the nanoBRET AL2K IC50 values of 24 new ACVR1/ALK2 inhibitors
<p>In an effort to develop clinical compounds for Diffused Intrinsic Pontine Glioma (DIPG) treatment, new analogues of ACVR1/ALK2 inhibitors are continuously synthesised by Ontario Institute for Cancer Research (OICR) and Charles River Laboratories (CRL). I will provide prompt feedback of the cellular assay results to guide their design of new compounds.</p> <p>The blog post for this page can be found on the SGC opennotebook site:</p> <p>https://openlabnotebooks.org/determining-the-nanobret-al2k-ic50-values-of-24-new-acvr1-alk2-inhibitors/</p>
RSCU value for each codon of each analyzed species
<p>RSCU value for each codon of each analyzed species</p>
Fig. 2 in Aviation Safety Ranking Values And Bird Species At Trabzon International Airport, Türkiye
Fig. 2. Migration status of the detected bird species at Trabzon International Airport. Abbreviations: W = wintering, SV = summer visitor, R = resident, PM = passage migrant
Supplementary material 1 from: Ekinci B, Grunewald K, Meier S, Schwarz S, Schweppe-Kraft B, Syrbe R-U (2022) Supporting site planning through monetary values for biomass and nature conservation services from ecosystem accounts . One Ecosystem 7: e89706. https://doi.org/10.3897/oneeco.7.e89706
Calculation of average cost per biotope value point
ScienceDex guides
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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.