Skip to main content
Powered by ShareScore

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.

125

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

125 results for “national assessment”

Learn how ShareScore rates datasets ↗
zenodo40/100

Fig. 2. A in An assessment of avifauna in a recovering lowland forest at Kinabalu National Park, Malaysian Borneo

Fig. 2. A species accumulation curve (from the 2014 Cornell expedition, lowland species only). This curve demonstrates that we continued to accumulate new species throughout the entire time spent in the field.

opencc-by-4.0Feb 2018View details →
edi40/100

Gunnison's Prairie Dog Restoration Experiment (GPDREx): Small Mammal Mark-Recapture Population Assessment within Grasslands at the Sevilleta National Widlife Refuge, New Mexico (2013-2014)

Prairie dogs (Cynomys spp.) are burrowing rodents considered to be ecosystem engineers and keystone species of the central grasslands of North America. Yet, prairie dog populations have declined by an estimated 98% throughout their historic range. This dramatic decline has resulted in the widespread loss of their important ecological role throughout this grassland system. The 92,060 ha Sevilleta NWR in central New Mexico includes more than 54,000 ha of native grassland. Gunnison’s prairie dogs (C. gunnisoni) were reported to occupy ~15,000 ha of what is now the SNWR during the 1960’s, prior to their systematic eradication. In 2010, we collaborated with local agencies and conservation organizations to restore the functional role of prairie dogs to the grassland system. Gunnison’s prairie dogs were reintroduced to a site that was occupied by prairie dogs 40 years ago.  This work is part of a larger, long-term study where we are studying the ecological effects of prairie dogs as they re-colonize the grassland ecosystem. With this project, we would like to further investigate the impact that Gunnison’s prairie dogs have on the landscape. Gunnison’s prairie dog monitoring data has been collected from the beginning of the reintroduction project, but little information has been collected on how grassland species respond to the sudden presence of prairie dogs on the refuge. This project will help determine if the prairie dog reintroduction has had positive impacts on the grassland ecosystem. Prairie dogs benefit grasslands in many ways, but their role as ecosystem engineers directly impacts other species by creating new habitat that would not be present without prairie dogs. We have documented physical landscape changes, but we have not specifically documented benefits to other grassland species. This work will help determine if the reintroduced prairie dog populations on Sevilleta NWR are now acting as a keystone species in a grassland ecosystem by monitor

openOpenDec 2013View details →
zenodo36/100

Fig. 9 in Hornets (Vespidae: Vespinae) of Singapore: ecology, identification, and national conservation assessment

Fig. 9. Singaporean distribution of Vespa analis.

opencc-by-4.0Aug 2023View details →
zenodo36/100

Fig. 2 in Hornets (Vespidae: Vespinae) of Singapore: ecology, identification, and national conservation assessment

Fig. 2. Singaporean distribution of Provespa anomala.

opencc-by-4.0Aug 2023View details →
zenodo36/100

Fig. 5 in Hornets (Vespidae: Vespinae) of Singapore: ecology, identification, and national conservation assessment

Fig. 5. Singaporean distribution of Vespa affinis.

opencc-by-4.0Aug 2023View details →
dryad36/100

Constructing visualization tools and training resources to assess climate impacts on the channel islands national marine sanctuary NetCDF files

<p>The Channel Islands Marine Sanctuary (CINMS) comprises 1,470 square miles surrounding the Northern Channel Islands: Anacapa, Santa Cruz, Santa Rosa, San Miguel, and Santa Barbara, protecting various species and habitats. However, these sensitive habitats are highly susceptible to climate-driven 'shock' events which are associated with extreme values of temperature, pH, or ocean nutrient levels. A particularly devastating example was seen in 2014-16, when extreme temperatures and changes in nutrient conditions off the California coast led to large-scale die-offs of marine organisms. Global climate models are the best tool available to predict how these shocks may respond to climate change. To better understand the drivers and statistics of climate-driven ecosystem shocks, a 'large ensemble' of simulations run with multiple climate models will be used. The objective of this project is to develop a Python-based web application to visualize ecologically significant climate variables near the CINMS. The web application will be used by researchers from the University of California, Santa Barbara (UCSB) to analyze climate model output, and by CINMS staff to develop new indicators of shocks to marine ecosystems.</p>

opencc-zeroJun 2024View details →
zenodo36/100

Archetype-based Life-Cycle Assessment of National Residential Building Stocks: Resource Use and Greenhouse Gas Emissions in Western Asia and Northern Africa

<p><strong>Dataset Name:</strong><br><em>Literature Data and Archetype Parameter Sheets for the publication, named Archetype-based Life-Cycle Assessment of National Residential Building Stocks: Resource Use and Greenhouse Gas Emissions in Western Asia and Northern Africa.</em></p> <p><strong>Description:</strong><br>This dataset includes Excel sheets containing literature sources and archetypal data on Western Asian and North African countries' residential dwelling typologies. As well as Vacancy rates used and simulation results.</p> <p><strong>Files:</strong><br>The following files are included in the dataset:</p> <ul> <li>&nbsp;&nbsp; &nbsp;<em>[CountryName]_LiteratureSources.xlsx:</em>&nbsp;Excel sheet containing literature sources and references,</li> <li>&nbsp;&nbsp; &nbsp;<em>[CountryName]_ArchetypeParameters.xlsx</em>: Archetype models' semantic, geometric, and technical data used in the generation of energy models,</li> <li><em>&nbsp; &nbsp; VacantHouses.xlsx</em>: Vacant house rates for the countries, the found articles on the web, literature sources, etc.,</li> <li>&nbsp; &nbsp; <em>Resource Use Results:</em> BuildME Simulation Results</li> </ul> <p><strong>Usage:</strong><br>The dataset is intended for researching and analyzing the Western Asian and North African countries' residential buildings. The literature sources included in the [CountryName]_LiteratureSources.xlsx and [CountryName]_ArchetypeParameters.xlsx files can be used to verify, support, or reproduce the research findings.</p> <p><strong>License:</strong><br>The dataset is licensed under Creative Commons Attribution 4.0 International.</p> <p><strong>Citation:</strong><br>If you use this dataset in your research, please cite it as follows and contact the corresponding author:</p> <p>Akin, Sahin, Aida Eghbali, Chibuikem Chrysogonus Nwagwu, and Edgar Hertwich. 2024. &ldquo;Archetype-based Life-Cycle Assessment of National Residential Building Stocks: Resource Use and Greenhouse Gas Emissions in Western Asia and Northern Africa&rdquo;&nbsp; https://doi.org/10.5281/zenodo.13380340.</p> <p><strong>Contact:</strong><br>The archetypes' energy models (DesignBuilder or IDF files) can be provided on request. If you have any questions or comments about the dataset, please contact&nbsp;<strong>sahin.akin@ntnu.no, the corresponding author.</strong></p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

National Taiwan Museum Rational Validity Assessment, May 2023

<p>This is the data gathered in order to perform a rational validity assessment of the National Taipei Museum, checking its displayed collection against its mission statement.</p>

opencc-by-4.0May 2023View details →
zenodo36/100

Additional Files for "Assessing the potential of germplasm collections for the management of genetic diversity: the case of the French National Cryobank"

<p>Additional files for the article entitled &quot;Assessing the potential of germplasm collections for managing genetic diversity: the case of the French National Cryobank&quot;.</p> <p><strong>Additional file 1: Table S1</strong></p> <p><strong>Title:</strong>&nbsp;Report on the output of material since the creation of the French National Cryobank</p> <p><strong>Additional file 2: Figure S1</strong></p> <p><strong>Title:</strong>&nbsp;Summary of material outputs from the French National Cryobank since 1999</p> <p><strong>Additional file 3: Table S2</strong></p> <p><strong>Title:</strong>&nbsp;Descriptors from the French National Cryobank data for six species</p> <p><strong>Additional file 4: Figure S2</strong></p> <p><strong>Title:</strong>&nbsp;Distribution of data and definition of intervals regarding breed diffusion (A), donor birth-year classes (B), and classes of donor&rsquo;s age at 1<sup>st</sup>&nbsp;collection (C)</p> <p><strong>Additional file 5: Table S3</strong></p> <p><strong>Title:</strong>&nbsp;Statistics of the number of effective donors (De) according to species</p> <p><strong>Additional file 6: Table S4</strong></p> <p><strong>Title:</strong>&nbsp;Distribution of donors and doses across breeds</p> <p><strong>Description:</strong>&nbsp;In green, the breeds for which the FNC collections meet FAO conditions for reconstitution of an extinct breed. In blue, the breeds for which the collections of the FNC do not yet meet FAO conditions for reconstitution of an extinct breed. In gray, FAO recommendations not available. Based on the 2012 FAO report, with 100 founder females for ruminants and horses, or 30 founder females for pigs (with a pregnancy rate of 0.6).</p> <p><strong>Additional file 7: Figure S3</strong></p> <p><strong>Title:</strong>&nbsp;Evolution of genetic contributions of sires and their production of direct descendants in the French National Cryobank over the period 2011&ndash;2020 for three livestock species</p> <p><strong>Description:</strong>&nbsp;Two breeds of pigs are represented in pink (a, b), three breeds of sheep are represented in blue (c, d, e), and five breeds of cattle are represented in ochre (f, g, h, i, j).</p> <p><strong>Additional file 8: Figure S4</strong></p> <p><strong>Title:</strong>&nbsp;Distribution of individual IDIs of cryopreserved sires for the 17 breeds analyzed</p> <p><strong>Description:</strong>&nbsp;Pig breeds are represented in pink, sheep breeds are represented in blue, and cattle breeds are represented in ochre.</p> <p><strong>Additional file 9: Figure S5</strong></p> <p><strong>Title:</strong>&nbsp;Correlation between IDI values and the year of birth of donors</p> <p><strong>Additional file 10: Figure S6</strong></p> <p><strong>Title:</strong>&nbsp;Prediction of IDI values based on donor&rsquo;s year of birth and the motivation for entry into collection</p> <p><strong>Description:</strong>&nbsp;Type I (for endangered breeds) is represented in purple and type III (for representative individuals of a breed over a period) is represented in orange.</p>

opencc-by-4.0Jul 2023View details →
ClinicalTrials.gov36/100

A Multi-National Study To Assess How Effective And Safe The Smoking Cessation Medicine Varenicline Is In Smokers Who Have Already Tried Varenicline In The Past As A Prescription Medicine From Their Us

ClinicalTrials.gov study NCT01244061. IPD Sharing: Not stated. Countries: 8. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
dryad36/100

Constructing visualization tools and training resources to assess climate impacts on the channel islands national marine sanctuary NetCDF files

Open the record for dataset details and reuse information.

publicJun 2024View details →
edi36/100

Bird Community Assessment in Grassland, Shrubland, and Woodland Habitats at the Sevilleta National Wildlife Refuge, New Mexico (1991-1997)

This project was designed to sample the richness and abundance of birds on the Sevilleta National Wildlife Refuge. Three types of habitat were surveyed: grassland, creosote shrubland and pinyon-juniper woodland.

openOpenSep 2010View details →
dryad32/100

Data from: Assessing the effectiveness of a national protected area network in maintaining carnivore populations

<p>Protected areas (PAs) are essential to prevent further biodiversity loss yet their effectiveness varies largely with governance and external threats. Although methodological advances have permitted assessments of PA effectiveness in mitigating deforestation, we still lack similar studies for the impact of PAs on wildlife populations. Here we demonstrate the application ofuse an innovative combination of matching methods and hurdle-mixed models with a large-scale and long-term dataset of unprecedented coverage for Finland's large carnivore species. We show that the national PA network , at the national level, PAs does not support higher densities than non-protected habitat for 3 of the 4 species investigated. For the brown bear, PAs appear to have lower densities than non-protected areas. For some species, PA effects interact with region or time, i.e. wolverine densities decreased inside PAs over the study period and lynx densities increased inside eastern PAs. Although we show that matching approaches could and should be applied to wildlife population data, Wwe support their application of matching methods in combination of additional analytical frameworks for deeper understanding of conservation impacts on wildlife populations. These methodological advances are crucial for improving PA targets and extremely timely for preparing ambitious PA targets a post-2020 global framework for biodiversity.</p>

opencc-zeroApr 2020View details →
zenodo32/100

Comparing Action-Oriented Language in the Assessment of EFL Writing: An Action Research for Combining the First-Year Instruction of the National Curriculum and the International Baccalaureate (IB) Diploma Program in a Finnish High School

<p>The data here were used to complete my master&#39;s thesis. Data have been anonymized and can thus be used freely. The thesis can be downloaded from the following URL:</p> <p>https://helda.helsinki.fi/handle/10138/327351</p>

opencc-by-4.0Jan 2021View details →
zenodo32/100

Fig. 3 in Diversity of Water Beetles in Picos de Europa National Park, Spain: Inventory Completeness and Conservation Assessment

Fig. 3. Historic species richness curve (1882–2005) (dots) together with the number of species collected for the first time each year (bars).

opennotspecifiedSep 2010View details →
zenodo32/100

Fig. 1 in Diversity of Water Beetles in Picos de Europa National Park, Spain: Inventory Completeness and Conservation Assessment

Fig. 1. Location of Picos de Europa National Park in northern Spain. Numbers indicate locations of 2005 sampling sites: 1 = Puerto de Panderrueda (León province); 2 = Soto de Valdeón (León province); 3 = Brañarredonda (León province); 4 = Caín (León province); 5 = Posada de Valdeón (León province); 6 = Puerto de Pandetrave (León province); 7 = Begés (Cantabria province); 8 = Invernal del Texu (Asturias province); 9 = Tresviso (Cantabria province); 10 = Sotres (Asturias province); 11 = Valfrío-Tielve (Asturias province).

opennotspecifiedSep 2010View details →
zenodo32/100

Fig. 2 in Diversity of Water Beetles in Picos de Europa National Park, Spain: Inventory Completeness and Conservation Assessment

Fig. 2. Species accumulation curves generated from the database with the fitted Clench function and the non-parametric estimators. Only one of each 20 points is shown for clarity.

opennotspecifiedSep 2010View details →
zenodo32/100

Fig. 4 in Diversity of Water Beetles in Picos de Europa National Park, Spain: Inventory Completeness and Conservation Assessment

Fig. 4. Species accumulation curve during final sampling period (1981–2005) and fitted Clench function.

opennotspecifiedSep 2010View details →
zenodo32/100

Supplementary material 3 from: Ahmed M, Slos D, Holovachov O (2024) Assessing the diversity of nematodes in the Store Mosse National Park (Sweden) using metabarcoding. Metabarcoding and Metagenomics 8: e111307. https://doi.org/10.3897/mbmg.8.111307

Proportions of total ASVs assigned to various nematode families including those unassigned at the family level across all samples

opencc-zeroJan 2024View details →
zenodo32/100

Assessing Multiple Values of Nature in National Biodiversity Strategies and Action Plans: Coded Data

<p>We coded eleven National Biodiversity Strategies and Action Plans (NBSAPs) for the human values for nature (instrumental, instrinsic, and relational) expressed in the NBSAPs. The 11 country NBSAPs coded were: Angola, Australia, Bhutan, Czech Republic, Egypt, Germany, Guyana, Malaysia, Russia, Saint Vincent and the Grenadines, and Turkey. Each sentence, <span>defined as an orthographic unit beginning with a capital letter and ending with a full stop, was provided a value code (instrumental, intrinsic, relational, unspecified, &lsquo;not value orientation statement', or uncertain) depending on the value orientation of the statement. Coding criteria for each code is given below:&nbsp;</span></p> <p><span><span>&nbsp;</span></span></p> <table> <tbody> <tr> <td> <p><strong><span>Code</span></strong></p> </td> <td> <p><strong><span>Description</span></strong></p> </td> </tr> <tr> <td> <p><span>Instrumental</span></p> </td> <td> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Nature is described as valuable or useful for humans ends</span></p> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Mentions of provisioning services, regulating services, economic benefits, natural capital, stocks and harvests, use of nature (tourism/recreation was tagged as instrumental unless an explicit relational aspect mentioned)</span></p> </td> </tr> <tr> <td> <p><span>Intrinsic</span></p> </td> <td> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Nature is described as valuable regardless of humans</span></p> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Nature is valuable for natural (nonhuman) ends (e.g., forests must be preserved as habitats for animals)</span></p> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Nature as having a right to exist undisturbed by humans</span></p> </td> </tr> <tr> <td> <p><span>Relational</span></p> </td> <td> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Meaningful relationships with nature </span></p> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Links between nature and culture, identity, traditions, traditional knowledge, fairness, environmental justice and rights, sharing, future generations, heritage, responsibilities, human beings as a part of nature, and quality of life</span></p> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>References to personified nature (e.g. &ldquo;Mother Earth&rdquo;)</span></p> </td> </tr> <tr> <td> <p><span>Unspecified</span></p> </td> <td> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Value or importance of nature is implied, but no direct link to instrumental, intrinsic, or relational values (e.g., &ldquo;our coastal and marine areas house important ecosystems&rdquo;; &ldquo;we have safeguarded all our key ecosystems, species and genetic diversity&rdquo;)</span></p> </td> </tr> <tr> <td> <p><span>Not value orientation statement</span></p> </td> <td> <p><span><span>●<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><span>Sentence does not imply value, or value statement does not link to nature. Purely biophysical language that is only descriptive (e.g., &ldquo;There are an estimated 15,000 species of plants in the country&rdquo;).</span></p> </td> </tr> </tbody> </table> <p>&nbsp;</p> <p>For a detailed overview of the methods, please refer the paper published in People and Nature.</p>

opencc-by-sa-4.0Apr 2024View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

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

ScienceDex for faculty

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.