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858 results for “Energy Data”
Raw data and Matlab code for the article "Impedance spectroscopy analysis of thermoelectric modules under actual energy harvesting operating conditions and a small temperature difference"
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data for "Importance of Strains in Kinetic Energy Conversion for Submesoscale Processes from an Anisotropic Perspective "
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Data for the paper: Increasing the flexibility and feasibility of CSP by the addition of a low temperature energy storage system
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Comprehensive result data for a pathway for the German energy sector compatible with a 1.5°C carbon budget
<p>This data set covers the results of an energy scenario for Germany within a 1.5°C carbon budget. It represents all relevant results from an energ system modelling excersise, coupling two complementary models.</p> <p>The data set consists of two excel files</p> <ul> <li>Comprehensive results of the energy balance based Energy System Model (ESM) for the heat, transport and power sectors for Germany, disaggregated by consumption sectors (residential, service & commerce, industry, transport)</li> <li>Comprehensive results of the linear optimization energy system model REMix for power, heat and sector coupling</li> </ul> <p>Methodology, models and scenario assumption are detailed in:</p> <p>Simon, S., Xiao, M., Harpprecht, C., Pregger, T., Gardian, H., & Sasanpour, S. (submitted). A pathway for the German energy sector compatible with a 1.5°C carbon budget. <em>Sustainability</em>.</p>
Data Repo for "Crossover of high-energy spin fluctuations from collective triplon excitations to incoherent gapped magnetic modes in the cuprate ladders of Sr14-xCaxCu24O41"
<p>Data set for the paper "Crossover of high-energy spin fluctuations from collective triplon excitations to incoherent gapped magnetic modes in the cuprate ladders of Sr14-xCaxCu24O41"</p> <p>Preprint Available at: https://arxiv.org/abs/2201.05027</p> <p> </p>
The potential of decentral heat pumps as flexibility option for decarbonised energy systems: Balmorel input data
<p><strong>Description</strong></p> <p>This dataset holds all Balmorel model input data as well as the Balmorel code used for the scenarios of the paper 'The potential of decentral heat pumps as a flexibility option for Austria's electricity system in 2030' submitted to 'Applied Energy'.</p> <p>The original Balmorel source code is available under https://github.com/balmorelcommunity/Balmorel under the ISC license. It was adapted in the course of this paper.</p> <p><strong>Data format</strong></p> <p>We provide the data in form of the data folders holding the .inc files for all scenarios.</p>
Code and data for "High Energy Density Picoliter-scale Zn-Air Microbatteries for Colloidal Robotics"
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data and code for Identification of mitochondrial energy metabolism genes associated with OSAS
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Data set for "The energy landscapes of mini-dumbbell DNA octanucleotides"
<p>Data set for "The energy landscapes of mini-dumbbell DNA octanucleotides"</p>
Data for cluster generation for paper "Energy Storage Profit Risk under Stochastic Fuel Prices"
<p>This is a supplementary data for reproducibility. </p>
Energy consumption and weather data collected continuously during a period of 29 months at Challenger building (France).
<p>The dataset consists of energy consumption and weather data collected continuously during a period of 29 months at Challenger building (France).</p> <p>Energy consumption data at 10 minutes intervals include:</p> <ul> <li>Heating and cooling electrical consumption (indoor and outdoor comfort units) for the 8 zones in the South Triangle (kWh)</li> <li>Lighting consumption for the 8 zones in the South Triangle (kWh)</li> <li>Plug load consumption for the 8 zones in the South Triangle (kWh)</li> <li>Sanitary consumption for the 8 zones in the South Triangle (kWh)</li> <li>Blinds consumption for the 8 zones in the South Triangle (kWh)</li> <li>Air handling unit consumption for the South Triangle (kWh)</li> <li>Total electrical consumption for the South Triangle (kWh)</li> <li>Thermal energy consumption for VRF (Variable refrigerant flow) units of the South Triangle (kWh)</li> </ul> <p>Weather data include:</p> <ul> <li>Daily degree days (°C)</li> <li>Hourly humidity (%)</li> <li>Daily rain precipitation (mm)</li> <li>Hourly direct and global radiation (J/cm2)</li> <li>Daily sunshine hours (hrs)</li> <li>Hourly temperature (°C)</li> </ul> <p>The data set contains<br> - Timeseries as CSV files<br> - Timeseries metadata (description, unit, type,...) as JSON file</p> <p>The data have been made available from the BMS database, thanks to the BEMServer open-source platform - <a href="http://www.bemserver.org">www.bemserver.org</a>, developed in the HIT2GAP project that has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement n. 680708 - <a href="http://www.hit2gap.eu">www.hit2gap.eu</a>.</p>
Data from energy meters collected on the Wilanów Town Hall building (Warsaw, Poland)
<p>The dataset consists of measured values from Energy meters installed in the Wilanów Town Hall (Warsaw, Poland) which measure: (1) the thermal Energy for heating for the whole building and thermal Energy for the 3rd floor of the building (demo area); (2) electrical energy demand for the chiller serving AHU NW1 and electrical energy consumption on the 3<sup>rd</sup> floor of the building (demo area).</p> <p>The dataset consists also of data related to the physical variables such as: (1) operating condition in the conference rooms served by the AHU NW1 such as temperatures, CO<sub>2 </sub>concentration and humidity (2) weather data.</p> <p>The data have been made available from the BMS database, thanks to the BEMServer open-source platform - <a href="http://www.bemserver.org">www.bemserver.org</a>, developed in the HIT2GAP project that has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement n. 680708 - <a href="http://www.hit2gap.eu">www.hit2gap.eu</a>.</p>
Data from energy meters of the NANOGUNE building (Spain)
<p>The dataset consists of measured values from all the energy meters installed in Nanogune building located in San Sebastian (Spain). These meters differentiate between the electricity consumption of the intensive production equipment (chillers, clean room, laboratories, etc.) and the one related to the rest of the installation (offices, lighting, common areas, etc.). They also reflect the thermal consumption data (cold and heat) of each area of Nanogune building. </p> <p>There are 79 meters in total: 58 of them are electric meters, 20 thermal meters (10 cold, 10 heat) and a gas meter. All the meters have a time step of 15 minutes, and the data set covers a period of 5 months. </p> <p>The data set contains<br> - Timeseries as CSV files<br> - Timeseries metadata (description, unit, type,...) as JSON file</p> <p>The data have been made available from the BMS database, thanks to the BEMServer open-source platform - <a href="http://www.bemserver.org">www.bemserver.org</a>, developed in the HIT2GAP project that has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement n. 680708 - <a href="http://www.hit2gap.eu">www.hit2gap.eu</a>.</p>
Data for "Influence of Wobbling Tryptophan and Mutations on PET Degradation Explored by QM/MM Free Energy Calculations" paper
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Experimental data used in the article entitled "Influences of Energy Density on The Structure and Hardness of Selective Laser Melted AlSi7Mg Alloy"
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Data and MATLAB code for the publication entitled "Intensification of Submesoscale Frontogenesis and Forward Energy Cascade Driven by Upper-Ocean Convergent Flows"
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Data from: Alternative splicing substantially diversifies the transcriptome during early photomorphogenesis and correlates with the energy availability in Arabidopsis
Plants use light as source of energy and information to detect diurnal rhythms and seasonal changes. Sensing changing light conditions is critical to adjust plant metabolism and to initiate developmental transitions. Here we analyzed transcriptome-wide alterations in gene expression and alternative splicing (AS) of etiolated seedlings undergoing photomorphogenesis upon exposure to blue, red, or white light. Our analysis revealed massive transcriptome reprograming as reflected by differential expression of ~20% of all genes and changes in several hundred AS events. For more than 60% of all regulated AS events, light promoted the production of a presumably protein-coding variant at the expense of an mRNA with nonsense-mediated decay-triggering features. Accordingly, AS of the putative splicing factor REDUCED RED-LIGHT RESPONSES IN CRY1CRY2 BACKGROUND 1 (RRC1), previously identified as a red light signaling component, was shifted to the functional variant under light. Downstream analyses of candidate AS events pointed at a role of photoreceptor signaling only in monochromatic but not in white light. Furthermore, we demonstrated similar AS changes upon light exposure and exogenous sugar supply, with a critical involvement of kinase signaling. We propose that AS is an integration point of signaling pathways that sense and transmit information regarding the energy availability in plants.
Data from: Trajectory energy minimisation for cell growth tracking and genealogy analysis
Cell growth experiments with a microfluidic device produce large-scale time-lapse image data, which contain important information on cell growth and patterns in their genealogy. To extract such information, we propose a scheme to segment and track bacterial cells automatically. In contrast with most published approaches, which often split segmentation and tracking into two independent procedures, we focus on designing an algorithm that describes cell properties evolving between consecutive frames by feeding segmentation and tracking results from one frame to the next one. The cell boundaries are extracted by minimizing the distance regularized level set evolution (DRLSE) model. Each individual cell was identified and tracked by identifying cell septum and membrane as well as developing a trajectory energy minimization function along time-lapse series. Experiments show that by applying this scheme, cell growth and division can be measured automatically. The results show the efficiency of the approach when testing on different datasets while comparing with other existing algorithms. The proposed approach demonstrates great potential for large-scale bacterial cell growth analysis.
Data from: Life-history strategy and behavioral type: risk-tolerance reflects growth rate and energy allocation in ant colonies
Despite the recent interest in animal personality and behavioral syndromes, there is a paucity of explanations for why distinct behavioral traits should evolve to correlate. We investigate whether such correlations across apparently distinct behavioral traits may be explained by variation in life history strategy among individual ant colonies. Life history theory predicts that the way in which individuals allocate energy towards somatic maintenance or reproduction drives several distinct traits in physiology, morphology, and energy use; it also predicts that an individual's willingness to engage in risky behaviors should depend on reproductive strategy. We use Temnothorax ants, which have been shown to exhibit 'personalities' and a syndrome that may reflect risk tolerance at the colony level. We measure colonies' relative investment in growth rate (new workers produced) compared to reproductive effort (males and queens produced). Comparing sterile worker production to reproductive alate production provides a direct measure of how colonies are investing their energy, analogous to investment in growth versus reproduction in a unitary organism. Consistently with this idea, we found that behavioral type of ant colonies was associated with their life history strategy: risk-tolerant colonies grew faster and invested more in reproduction, whereas risk-averse colonies had lower growth rate but invested relatively more in workers. This provides evidence that behavioral syndromes can be a consequence of life-history strategy variation, linking the two fields and supporting the use of an integrative approach.
Data from: High suckling rates and acoustic crypsis of humpback whale neonates maximise potential for mother–calf energy transfer
1. The migration of humpback whales to and from their breeding grounds results in a short, critical time period during which neonatal calves must acquire sufficient energy via suckling from their fasting mothers to survive the long return journey. 2. Understanding neonate suckling behaviour is critical for understanding the energetics and evolution of humpback whale migratory behaviour and for informing conservation efforts, but despite its importance, very little is known about the details, rate and behavioural context of this critical energy transfer. 3. To address this pertinent data gap on calf suckling behaviour, we deployed multi-sensor Dtags on eight humpback whale calves and two mothers allowing us to analyse detailed suckling and acoustic behaviour for a total of 68·8 h. 4. Suckling dives were performed 20·7 ± 7% of the total tagging time with the mothers either resting at the surface or at depth with the calves hanging motionless with roll and pitch angles close to zero. 5. Vocalisations between mother and calf, which included very weak tonal and grunting sounds, were produced more frequently during active dives than suckling dives, suggesting that mechanical stimuli rather than acoustic cues are used to initiate nursing. 6. Use of mechanical cues for initiating suckling and low level vocalisations with an active space of <100 m indicate a strong selection pressure for acoustic crypsis. 7. Such inconspicuous behaviour likely reduces the risk of exposure to eavesdropping predators and male humpback whale escorts that may disrupt the high proportion of time spent nursing and resting, and hence ultimately compromise calf fitness. 8. The small active space of the weak calls between mother and calf is very sensitive to increases in ambient noise from human encroachment thereby increasing the risk of mother–calf separation.
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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.