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557 results for “demand”

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zenodo32/100

Figure 2 in Ontogeny of the skeleton of Moenkhausia pittieri (Ostariophysi: Characiformes) with discussion on functional demands and ossification patterns in the Characidae

Figure 2. Neurocranium of Moenkhausia pittieri, dorsal view. A, detail of frontal, left side, dissected from neurocranium of the specimen shown in B, with 9.1 mm standard length (SL), 37 days post-hatching (dph). C, 10.9 mm SL, 61 dph. D, adult, 28.8 mm SL. Abbreviations are explained in Table 1. Scale bars: 1 mm.

opennotspecifiedJan 2023View details →
zenodo32/100

Figure 3 in Ontogeny of the skeleton of Moenkhausia pittieri (Ostariophysi: Characiformes) with discussion on functional demands and ossification patterns in the Characidae

Figure 3. Neurocranium of Moenkhausia pittieri, lateral view. A, 9.1 mm standard length (SL), 37 days post-hatching (dph), frontal removed. B, 10.9 mm SL, 61 dph. C, adult, 28.8 mm SL; arrow indicates anterior process of lateral ethmoid. Asterisks in the autopterotic indicate the position of the intercalar. Abbreviations are explained in Table 1. Scale bars: 1 mm.

opennotspecifiedJan 2023View details →
zenodo32/100

Data for "Food demand displaced by global refugee migration1 has unequal effects on country-level water stress"

<p>Dataset associated with the paper &quot;Food demand displaced by global refugee migration1<br> has unequal effects on country-level water stress&quot; to appear in Nature Communications in 2023.</p>

opencc-by-4.0Mar 2023View details →
zenodo32/100

Data and scripts for: "Food demand displaced by global refugee migration influences water use in already water stressed countries"

<p>Data and script for the paper &quot;Food demand displaced by global refugee migration influences water use in already water stressed countries&quot;</p>

opencc-by-4.0Apr 2023View details →
dryad32/100

Nitrogen fixation and gas exchange response to evaporative demand in soybean

<p><span>Atmospheric vapor pressure deficit (VPD) is increasing in many regions and has a large impact on plant productivity. A VPD increase leads to raising transpiration rate (TR) and soil-water demand, risking productivity penalties. Like water, nitrogen is critical to productivity, but the effect of VPD on legume nitrogen fixation is undocumented. To address this, we developed a portable system for quantifying nitrogen fixation noninvasively and at a high temporal resolution by tracking the rate of hydrogen gas evolution by root nodules. Combining field and controlled-environment experiments where we measured leaf gas exchange and H<sub>2</sub> production by nodules, we confirmed the ability of the system to track nitrogen-fixation dynamics. Raising VPD from 0.5 to 3 kPa within ~2.5 hrs under well-watered conditions increased nitrogen fixation by up to 25% in addition to TR, consistent with the hypothesis that raising VPD in that range might have alleviated nitrogenase feedback inhibition. Genotypic differences were found in this response, indicating a potential for breeding. Our study provides evidence for an important environmental effect on nitrogen fixation that is not taken into account in current crop and vegetation models, pointing to untapped avenues for better understanding climate change effects on legumes and nitrogen cycling. </span></p>

opencc-zeroApr 2023View details →
zenodo32/100

Hourly wind speed, solar radiation and load demand data

<p>Hourly data for wind velocity, solar radiation and load demand as time series of 10 years length,&nbsp;used within the simulation of a hybrid renewable energy system in the island of Sifnos, Greece.&nbsp;</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Parcel Delivery Demand dataset for the center of Budapest, Hungary

<p>This is an anonymized last-mile dleivery demand dataset for the center of Budapest, Hungary. This dataset has been used in LEAD project in order to analyze the last-mile logistics network though digital modelling and twinning.</p>

opencc-by-4.0Jul 2023View details →
zenodo32/100

Scenario Data: Annual Demand and Supply per Subregion (NUTS3 regions)

<p>4 scenarios:</p> <p>DE, GA, DEE, DEG</p> <p>Regions included: NUTS3</p> <p>Scenario years: 2030, 2035, 2040, 2045, 2050</p> <p>Energetic scope: Electricity, hydrogen demand and supply per sector/subsector/application/technology</p> <p>Units: annual volumes in TWh, installed capacities in GW.</p>

opencc-by-4.0May 2023View details →
zenodo32/100

Scenario Data: Annual Demand and Supply per Country

<p>4 scenarios:</p> <p>DE, GA, DEE, DEG</p> <p>Countries included: BE, DE etc.</p> <p>Scenario years: 2030, 2035, 2040, 2045, 2050</p> <p>Energetic scope: Electricity, hydrogen demand and supply per sector/subsector/application/technology</p> <p>Units: annual volumes in TWh, installed capacities in GW.</p>

opencc-by-4.0Apr 2023View details →
zenodo32/100

Scenario Data: Annual Demand and Supply per Subregion (NSWPH regions)

<p>4 scenarios:</p> <p>DE, GA, DEE, DEG</p> <p>Regions included: BEXX, DEXX etc.</p> <p>Scenario years: 2030, 2035, 2040, 2045, 2050</p> <p>Energetic scope: Electricity, hydrogen demand and supply per sector/subsector/application/technology</p> <p>Units: annual volumes in TWh, installed capacities in GW.</p>

opencc-by-4.0May 2023View details →
zenodo32/100

Photovoltaic Generation and Load Demand Datasets with 30 seconds resolution from an Actual Prosumer in Cyprus

<p>Real-life datasets regarding the photovoltaic generation (active and reactive power) and the load demand (active and reactive power) from an actual residential prosumer (consumer with a rooftop photovoltaic system) in Cyprus.&nbsp;</p> <p>The residential building, with two occupants and a 200 m<sup>2</sup> approximately indoor area, is located in Nicosia, Cyprus. The building is equipped with a rooftop photovoltaic system consist of a&nbsp;5 kVA Solar Edge Inverter (SE5K), integrating 18 x REC310PE72 PV panels. The PV panels are installed with 3<sup>o</sup> inclination angle (almost flat) an 190<sup>o</sup> azimuth&nbsp;angle (almost south direction). The building is using split-unit air-conditioners to cover the cooling needs during the summer and a heat-pump underfloor heating system to cover the heating needs during winter.&nbsp;</p> <p>The datasets regarding the photovoltaic generation and the load consumption is captured through the WiseWire Energy Box (local hub) and WiseWire Cloud Platform (http://wisewiresolutions.com/) with a resolution of 30 seconds. It is noted that the photovoltaic generation is taken through the inverter's Modbus interface while the load consumption is obtained through the Modbus interface&nbsp; of Janitza UMG 604 fast reporting smart meter.</p> <p>A total of 24 daily profiles are provided (1 daily profile each month from October 2021 until September 2023, while the exact date is indicated by the ".csv" file name considering the following format yyyy-mm-dd).&nbsp;</p> <p>It should be noted that these profiles has been used for the integration of the Cyprus power system digital twin. In particular, an accurarate and high resolution simulation model of the Cyprus power system has been developed and executed in a real time simulator, where field data from various sources (e.g., PMUs, smart meters, SCADA) are fed&nbsp; in order to replicate the operating conditions of the actual system. Therefore, the datasets provided here, are examples of time-series profiles that have been used to replicate the photovoltaic generation and load consumption of a residential building emulated within the digital twin. More information about the digital twin can be found in Deliverable D8.3 of the OneNet project (<a href="https://onenet-project.eu/wp-content/uploads/2023/12/OneNet_D8.3_V1.0.pdf">OneNet_D8.3.pdf </a>). Moreover, these datasets have been used to develop realistic pre-piloting setups for the Smart5Grid project to preliminary examine pilot use cases in a digital twin based hardware in the loop environment in Deliverable D3.4&nbsp; (<a href="https://smart5grid.eu/wp-content/uploads/2023/03/Smart5Grid_WP3__D3.4_PU_Smart5Grid-platform-integration-and-HIL-testing-activities_V1.0.pdf">Smart5Grid_D3.4.pdf</a>) of the corresponding project.&nbsp;&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Sep 2023View details →
zenodo32/100

Matching Registered Nurse Services With Changing Care Demands in Psychiatric Hospitals: A Multicenter Observational Study (MatchRN Psychiatry Study). Data from the Nurse Survey

<p>Match<sup>RN</sup>&nbsp;Psychiatry is a multicenter observational study of Swiss psychiatric hospitals. This study&#39;s purpose is to describe health care quality by exploring hospital structures such as nurse staffing and the work environment; processes such as the rationing of care; nurse outcomes, including job satisfaction and work-life balance. The sample for this study included approximately 1200 nurses from 115&nbsp;units of 13 psychiatric hospitals in Switzerland&#39;s German-speaking region. The nurse survey covered three&nbsp;dimensions: work environment, patient safety climate, and the rationing of care. Data were collected between September 2019 and June 2021.&nbsp;The Match<sup>RN</sup>&nbsp;Psychiatry study is funded by the participating psychiatric hospitals and the Swiss Psychiatric Nursing Leaders Association (Vereinigung Pflegekader Psychiatrie Schweiz).</p>

opencc-by-4.0Feb 2023View details →
ClinicalTrials.gov32/100

Open, Randomised, Multi-center Study of on Demand Versus Continuous Esomeprazole Treatment in Patient With GERD

ClinicalTrials.gov study NCT02670642. IPD Sharing: Not stated. Countries: 5. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Speech Perception and High Cognitive Demand

ClinicalTrials.gov study NCT04997577. IPD Sharing: YES. Countries: 1. Publications: 2.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov32/100

Comparing the Attentional Demands and Functional Outcomes in People With Transradial Amputation

ClinicalTrials.gov study NCT07075042. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

The Impact of Enhanced, Demand-side Sanitation and Hygiene Promotion on Sustained Behavior Change and Health in Ethiopia

ClinicalTrials.gov study NCT03075436. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

The Effects of Differing Cognitive Task Demands on Whole-body Energy Metabolism and Cerebral Blood-flow: Modulation by Multivitamins/Minerals and Coenzyme Q10

ClinicalTrials.gov study NCT02381964. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Routine or On-demand Fentanyl in Colonoscopy

ClinicalTrials.gov study NCT01786434. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Impact of NAVA (Neurally Adjusted Ventilatory Assist) on Ventilatory Demand During Pediatric Non-Invasive Ventilation

ClinicalTrials.gov study NCT02163382. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Evaluating the Effectiveness of Within Versus Across-Category Front-of-Package Lower-Calorie Labelling on Food Demand

ClinicalTrials.gov study NCT04165447. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View 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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