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4,480 results for “initiative”

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zenodo40/100

WRF dataset for soil moisture initialization experiments

<p>Modeling results of &quot;Role of Land&ndash;Atmosphere Interaction in the 2016 Northeast Asia Heat Wave: Impact of Soil Moisture Initialization&quot;, by Yoon et al. (submitted). Data contains the modeling outputs (500GPH, SAT and soil moisture) from CTL and LIS experiments.&nbsp;Detailed description can be founded in the research paper.</p>

opencc-by-4.0Aug 2022View details →
zenodo40/100

Data set for the article 'Robust replication initiation from coupled homeostatic mechanisms'

<p>This data set contains the data of the submitted article &quot;Robust replication initiation from coupled homeostatic mechanisms&quot;. The data was generated using simulations in python that are linked below.&nbsp;Experiments indicate that E. coli controls replication initiation via titration and activation of the initiator protein DnaA.&nbsp;We study by mathematical modelling how these two mechanisms interact to generate robust replication-initiation cycles.&nbsp;</p>

opencc-by-4.0Jan 2022View details →
dryad40/100

Data from: Identification of a minority population of LMO2+ breast cancer cells that integrate into the vasculature and initiate metastasis.

<p>Metastasis is responsible for the majority of breast cancer-related deaths, however, identifying the cellular determinants of metastasis has remained challenging. Here, we identified a minority population of immature THY1+/VEGFA+ tumor epithelial cells in human breast tumor biopsies that display angiogenic features and are marked by the expression of the oncogene, LMO2. Higher abundance of LMO2+ basal cells correlated with tumor endothelial content and predicted poor distant recurrence-free survival in patients. Using MMTV-PyMT/Lmo2CreERT2 mice, we demonstrated that Lmo2 lineage-traced cells integrate into the vasculature and have a higher propensity to metastasize. LMO2 knockdown in human breast tumors reduced lung metastasis by impairing intravasation, leading to a reduced frequency of circulating tumor cells. Mechanistically, we find that LMO2 binds to STAT3 and is required for STAT3 activation by TNFα and IL6. Collectively, our study identifies a population of metastasis-initiating cells with angiogenic features and establishes the LMO2-STAT3 signaling axis as a therapeutic target in breast cancer metastasis.</p>

opencc-zeroOct 2022View details →
zenodo40/100

Text-fig. 16. Photomicrographs of thin sections of specimen BP/16/1734, Terminalioxylon mozambicense sp. nov. from Mhengere Hill, Gorongosa, Mozambique. a: TS with round vessels, scanty paratracheal to vasicentric parenchyma, diffuse and narrow terminal or initial bands; b: TS at higher magnification, note the very narrow rays; c: TLS, vessels with small alternate pits, and partly tylosed; d–g: TLS with crystals (small white arrows) in the parenchyma cells, medium to thick-walled fibres and uniseriate, low rays; h: TLS, rays up to 20 cells high; i: RLS rays with procumbent body cells and 1–2 rows of marginal upright cells. in Stratigraphy, Chronology And Palaeontology Of The Tertiary Rocks Of The Cheringoma Plateau, Mozambique

Text-fig. 16. Photomicrographs of thin sections of specimen BP/16/1734, Terminalioxylon mozambicense sp. nov. from Mhengere Hill, Gorongosa, Mozambique. a: TS with round vessels, scanty paratracheal to vasicentric parenchyma, diffuse and narrow terminal or initial bands; b: TS at higher magnification, note the very narrow rays; c: TLS, vessels with small alternate pits, and partly tylosed; d–g: TLS with crystals (small white arrows) in the parenchyma cells, medium to thick-walled fibres and uniseriate, low rays; h: TLS, rays up to 20 cells high; i: RLS rays with procumbent body cells and 1–2 rows of marginal upright cells.

opencc-by-4.0Dec 2021View details →
zenodo40/100

Figure 1 in Effect of initial infestation on population fluctuation and spatial distribution of Panonychus citri (Acari: Tetranychidae) on Thomson navel orange in Ghaemshahr, Iran

Figure 1. Population fluctuation of Panonychus citri on Thomson navel orange in a multi-treatment experiment in in 2016. Control treatment = average number of 0.48 mite per leaf; Treatment 1 = average number of 1.12 mites per leaf, Treatment 2 = average number of 1.23 mites per leaf, Treatment 3 = average number of 6.36 mites per leaf, Treatment

opencc-by-4.0Jul 2018View details →
zenodo40/100

Figure 4 in Effect of initial infestation on population fluctuation and spatial distribution of Panonychus citri (Acari: Tetranychidae) on Thomson navel orange in Ghaemshahr, Iran

Figure 4. Population fluctuation of Panonychus citri on Thomson navel orange in a paired-treatment experiment in 2017. Infested treatment = average number of 0.79 mite per leaf, Control treatment = average number of 0.59 mite per leaf.

opencc-by-4.0Jul 2018View details →
zenodo40/100

Figure 2 in Effect of initial infestation on population fluctuation and spatial distribution of Panonychus citri (Acari: Tetranychidae) on Thomson navel orange in Ghaemshahr, Iran

Figure 2. Population fluctuation of Panonychus citri on Thomson navel orange in a multi-treatment experiment in in 2016. Control treatment = average number of 0.2 mite per leaf, Treatment 1 = average number of 0.3 mite per leaf, Treatment

opencc-by-4.0Jul 2018View details →
zenodo40/100

IrrigationMapV0, initial files and scripts to reproduce the simulation of Druel et al, 2022

<p>DATA supplementary to the corresponding article published in Geosci. Model Dev.: Druel, A., Munier, S., Mucia, A., Albergel, C., and Calvet, J.-C.: Implementation of a new crop phenology and irrigation scheme in<br> the ISBA land surface model using SURFEX_v8.1, 2022.</p> <p>==&gt; Start by read the &quot;README.txt&quot; file, it explains how to use all files and be able to reproduce the simulations describe in the article.</p> <p>==&gt; The map of irrigation can be downloaded and used for other applications. In this case, please refer to the article above.</p> <p><strong>Liste of files:</strong></p> <p>irrigcover_v0.tar.gz: Irrigation map 300 m x 300 m used for irrigation in ECOCLIMAP-SG. From a spatial resampling from the 1 km x 1km map of Meier et al, 2017.</p> <p>PGD.nc contains the initial characteristics of the simulation, such as the fraction of irrigation. It&#39;s computed at the beginning of the simulation and ensures the accuracy of the initial configuration.</p> <p>PREP.nc contains the result of the 20 year spinup (by repeating year 1979). It is used as initial condition of the published simulation.</p> <p>forcingScript.tar.gz contains scripts to help to produce forcing files (code made for LDAS launch is used, https://www.umr-cnrm.fr/spip.php?article1022)</p> <p>runLauncherFiles.tar.gz contains scripts and specific config files to be able to launch the simulations of the article with the exact same configurations.</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Feb 2022View details →
zenodo40/100

CONSOLE_WP2_Task2.2_Data collection, selection and diagnosis of reasons for successes and failures of initiatives in Europe_second level diagnosis_2022.10.25

<p>This dataset contains data on the second level analysis of existing and highly potential contract solutions throughout Europe within the EU-H2020 project CONSOLE (CONtract Solutions for Effective and lasting delivery of agri-environmental-climate public goods by EU agriculture and forestry).</p> <p>The dataset is organized in one document (.rtf). The document represents the list of the 26 in-depth case studies, including data on case study ID, AECPGs addressed, performance description and evaluation. The dataset is related to the Deliverable 2.3.</p>

opencc-by-4.0Dec 2021View details →
zenodo40/100

CONSOLE_WP2_Task2.2_Data collection, selection and diagnosis of reasons for successes and failures of initiatives in Europe_first level diagnosis_2022.10.25

<p>This dataset contains data on the first level analysis of existing and highly potential contract solutions throughout Europe within the EU-H2020 project CONSOLE (CONtract Solutions for Effective and lasting delivery of agri-environmental-climate public goods by EU agriculture and forestry).</p> <p>The dataset is organized in one document (.rtf) with two main chapters. The first part contains the information gained for the first level diagnosis based on Task 2.2 and Deliverable 2.1 and the second half of the document contains updated information on the case studies connected to Deliverable 2.6.The analyses performed with this dataset can be found in Deliverable 2.4.</p> <p>The first chapter represents the list on the 60 first level case studies and the second chapter contains the 61 updated case studies, including data on case study ID, NUTS location, short description, AECPGs addressed, main contractual features, a simplified SWOT.</p>

opencc-by-4.0Dec 2021View details →
zenodo40/100

Initial relevant routes and geospatial objects for refugees and asylum seekers in MS

<p>Open geospatial dataset with an initial collection of routes, landmarks, and decision and confirmation points relevant for young refugees and asylum seekers arriving to Münster (MS), Germany. The information here collected were the results of participatory workshops  done with young forced migrants in 2016.</p> <p>The information of the routes, landmarks (reference objects), points (origin, destination, decision, and confirmation points) and the relationship between points and reference objects is available in .JSON format. It has as an example, the images collected for one of the relevant routes (R2) identified by the group of young forced migrants. This route is the one from the main mall downtown (Arkaden) MS to the central train station. The pictures are available in .zip format.</p> <p> </p>

opencc-by-4.0Sep 2017View details →
zenodo40/100

travc/paper-Predicted-MF-Quarantine-Length-Data-and-Code: Initial submission

<p>Data and code for the paper "Evaluation of predicted Medfly (Ceratitis capitata) quarantine length in the United States utilizing degree-day and agent-based models"</p>

openmit-licenseDec 2016View details →
dryad40/100

Chromosomal inversions from an initial ecotypic divergence drive a gradual repeated radiation of Galápagos beetles

<p>Island faunas exhibit some of the most iconic examples where similar forms repeatedly evolve within different islands. Yet, whether these deterministic evolutionary trajectories within islands are driven by an initial, singular divergence and the subsequent exchange of individuals and adaptive genetic variation between islands remains unclear. Here, we address this issue using a gradual, repeated evolution of low-dispersive highland ecotypes from a dispersive lowland ecotype of <em>Calosoma</em> beetles along the island progression of the Galápagos. We show that repeated highland adaptation involved selection on multiple shared alleles within extensive chromosomal inversions that originated from an initial adaptation event on the oldest island. These highland inversions first spread through dispersal of highland individuals. Subsequent admixture with the widely distributed lowland ecotype resulted in polymorphic dispersive populations from which the highland populations evolved on the youngest islands. Our findings emphasize the significance of an ancient divergence in driving repeated evolution and highlight how a mixed contribution of inter-island colonization and within-island evolution can shape parallel species communities on islands.</p>

opencc-zeroMay 2024View details →
zenodo40/100

Literature Search from OPUS Deliverable 1.2: Initial State of the Art on Open Science Literature

<p>OPUS Deliverable 1.2: Initial State of the Art on Open Science Literature (<a title="OPUS Deliverable 1.2: Initial State of the Art on Open Science Literature" href="../doi/10.5281/zenodo.8410049" target="_blank" rel="noopener">https://zenodo.org/doi/10.5281/zenodo.8410049</a>) conducted an analysis of initiatives and literature to reform research(er) assessment and incentivise and reward Open Science.<br>Within WP1, a State-of-the-Art on Open Science Literature was conducted. This state-of-the-art on existing literature and recommendations to reform research(er) assessment and incentivise and reward Open Science was designed to support the development of interventions in WP2, of indicators and metrics in WP3 and of pilot action plans in WP4.<br>Within this overall review, specific focus was placed on a review of:</p> <ul> <li>Research(er) assessment and Open Science and incentives and rewards and Open Science</li> <li>Precarity of research careers and Open Science</li> <li>Gender equality and Open Science</li> <li>Industry practices and Open Science</li> <li>Trust and Open Science</li> </ul> <p>This literature review data is available as:</p> <ul> <li>an online library on Zotero - <a title="OPUS Zotero Library" href="https://www.zotero.org/groups/4932671/opus_project_library/collections/H4KBRTUF" target="_blank" rel="noopener">https://www.zotero.org/groups/4932671/opus_project_library/collections/H4KBRTUF</a></li> <li>a single Microsoft Excel file (xlsx) with multiple tabs and</li> <li>CSV (comma-separated values) files.</li> </ul>

opencc-by-4.0May 2024View details →
zenodo40/100

Fig. 2. Initial configuration with 15 in A practical, step-by-step, guide to taxonomic comparisons using Procrustes geometric morphometrics and user-friendly software (part A): introduction and preliminary analyses

Fig. 2. Initial configuration with 15 landmarks (a) and analysis of absolute per-landmark imprecision (b, c). Figure 2b shows the profile plot for the summary statistics of per-landmark variance in the two digitizations. Figure 2c shows the scatter of landmarks purely due to digitization error (red landmarks mark the mean form, to which the differences between the first and second digitization were added).

opencc-by-4.0May 2024View details →
zenodo40/100

Data for "Slow Rupture in a Fluid-rich Fault Zone Initiated the 2024 Mw 7.5 Noto Earthquake"

<p><strong>Files for our 3D deformation maps, Back-Projection results, static slip model, and kinematic slip model for the 2024 Mw 7.5 Noto earthquake.</strong></p>

opencc-by-4.0May 2024View details →
zenodo40/100

Figure 8 in The introduction of Physa acuta (Gastropoda: Physidae) on Ilha Grande, Southeast Brazil, from initial stages to an established population

Figure 8. Variation of environmental variables on the impacted stream of Vila do Abrãao. For rainfall was used the data from the city of Rio de Janeiro. A – water temperature, B – pH, C – conductivity, D – water deep, and E – rainfall.

opencc-by-4.0Jan 2023View details →
zenodo40/100

Figure 7 in The introduction of Physa acuta (Gastropoda: Physidae) on Ilha Grande, Southeast Brazil, from initial stages to an established population

Figure 7. Population variation of Physa acuta, divided in size class, through the time in Ilha Grande. Feb = February, Apr = April, Jun = June, Sep = September, Nov = November.

opencc-by-4.0Jan 2023View details →
zenodo40/100

Figure 3 in The introduction of Physa acuta (Gastropoda: Physidae) on Ilha Grande, Southeast Brazil, from initial stages to an established population

Figure 3. Variation of the abundance of Physa acuta in the eight collecting stations (CS) that was established on an impacted stream of Ilha Grande, along the monitoring time.

opencc-by-4.0Jan 2023View details →
zenodo40/100

Figure 6 in The introduction of Physa acuta (Gastropoda: Physidae) on Ilha Grande, Southeast Brazil, from initial stages to an established population

Figure 6. The overall size class of Physa acuta representation found on the population of Ilha Grande.

opencc-by-4.0Jan 2023View 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.