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.
3,673
datasets available to search
ShareScore release 0.9.0
Dataset results
3,673 results for “practices”
A practice-led assessment of landscape restoration potential in a biodiversity hotspot
Open the record for dataset details and reuse information.
Dataset from: The effects of crop type, landscape composition and agroecological practices on biodiversity and ecosystem services in tropical smallholder farms
Open the record for dataset details and reuse information.
Dataset and R code: Genetic diversity of lion populations in Kenya: evaluating past management practices and recommendations for future conservation actions by Chege M et.al
Open the record for dataset details and reuse information.
Data from: The impacts of climate change, energy policy, and traditional ecological practices on future firewood availability for Diné (Navajo) People
Open the record for dataset details and reuse information.
Karuk ecological fire management practices promote elk habitat in Northern California
Open the record for dataset details and reuse information.
Songbird yields resulting from different forest management practices in the Oregon Coast Range, 2019-2021
Data in this package was used to model the responses of forest songbirds to landscape scale forest management strategies. The majority of data was derived from emprical studies (avian point counts) conducted by the principal investigator or mined from the literature. Gaps in the data were filled in via expert opinion, considering the life history and habitat needs of the species.
LAGOS Lake nutrient, carbon and chlororphyll data to evaluate biases in lake water quality sampling practices in a 17-state region of the US
This dataset includes data for eight major limnological variables in LAGOS-NE_LIMNO v. 1.087.1 that were used to evaluate biases in lake water quality sampling and implications for macroscale research (Stanley et al. In Revision, Limnology and Oceanography). Most observations came from LAGOS-NE_LIMNO v. 1.087.1, an integrated database of lake ecosystems (Soranno et al. 2015, Soranno et al. 2017) but were supplemented with additional data from the State of New Hampshire. LAGOS-NE contains information on lakes great than or equal to 1 ha (originally derived from the U.S. Geological Survey's 2013 National Hydrography Dataset) for a 17-state region of the U.S., and a subset of the lakes has observational data on lake chemistry and productivity. Approximately 87 different sources of data were compiled for the LAGOS-NELIMNO v. 1.087.1 dataset and were mostly generated by government agencies (state, federal, tribal) and universities. In this analysis, we compiled data for eight major limnological variables (Secchi disk depth, chlorophyll, total phosphorus, total nitrogen, nitrate, ammonium, true water color, and dissolved organic carbon) and geographic characteristics of lakes (location, lake area, depth, perimeter, watershed area) to evaluate biases in different limnological properties over space and time.
Diversification and Management Practices in Selected European Regions. A Data-analysis of Arable Crops Production and soil organic carbon
<p>This data set contains a data-mining performed to assess the impact of intercropping, tillage and fertilizer type on soil organic carbon and crop yield in arable crops from four selected European pedoclimatic regions and typical cropping systems in the Atlantic, Boreal, Mediterranean North, and Mediterranean South regions. A further meta-analysis was performed with these data. </p> <p>These data correspond to the open-access articles:</p> <p>- Diversified Arable Cropping Systems and Management Schemes in Selected European Regions Have Positive Effects on Soil Organic Carbon Content. Agriculture 2019, 9, 261. https://www.mdpi.com/2077-0472/9/12/261?type=check_update&version=2</p> <p>- Diversification and Management Practices in Selected European Regions. A Data-analysis of Arable Crops Production. Agronomy 2020, 10, 297; doi:10.3390/agronomy10020297. https://www.mdpi.com/2073-4395/10/2/297</p> <p>- Deficit Drip Irrigation in Processing Tomato Production in the Mediterranean Basin: A Data Analysis for Italy. Agriculture 2019, 9, 79; doi:10.3390/agriculture9040079. https://www.mdpi.com/2077-0472/9/4/79?type=check_update&version=2</p> <p>The research and publications have been funded by he European Commission Horizon 2020 project Diverfarming [grant agreement 728003]. </p>
Long-term effectiveness of sustainable land management practices to control runoff, soil erosion, and nutrient loss and the role of rainfall intensity in Mediterranean rainfed agroecosystems
<p>This data set corresponds to the open-access article "Long-term effectiveness of sustainable land management practices to control runoff, soil erosion, and nutrient loss and the role of rainfall intensity in Mediterranean rainfed agroecosystems" published in CATENA. (<a href="https://doi.org/10.1016/j.catena.2019.104352">https://doi.org/10.1016/j.catena.2019.104352</a>), funded by he European Commission Horizon 2020 project Diverfarming [grant agreement 728003]. </p>
Fig. 3.2 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 3.2. Camera positions of a single rotation when taking pictures of an object.
Fig. 4.1 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 4.1. Scorpion pictured in UV fluorescence. Focus stacking image.
Fig. 2.14 in Handbook of best practice and standards for 2D+ and 3D imaging of natural history collections
Fig. 2.14. Picture of a quickly composed image of a mite at 20× magnification.
PROCEEDİNGS OF THE FIRST INTERNATIONAL SCIENTIFIC PRACTICAL CONFERENCE GENETIC DISEASES CONSEQUENCES AND TREATMENT: PROBLEMS AND DEVELOPMENT PERSPECTIVES
<p>Urology, </p> <p>Gynecology,<a href="https://www.google.az/search?client=opera&hs=nH2&sxsrf=ACYBGNT6NibSmqWL9NSPmT-FKHug_-acgQ:1574232206917&q=urology,+gynecology,+therapy,+oncology,&spell=1&sa=X&ved=2ahUKEwi3wuv7l_jlAhWpxcQBHTWODo8QkeECKAB6BAgMECg"> </a></p> <p>Therapy,</p> <p>Oncology,</p> <p>Clinical Medicine</p> <p>Prophylactic Medicine</p> <p>Theoretical Medicine</p> <p>Biophysics and Biochemistry</p> <p>Radiology and Microbiology</p> <p>Molecular Biology and Genetics</p> <p>Microbiology and Hydrobiology</p> <p>Virology and Immunology</p> <p>Entomology</p>
Extended data for Manuscript: Precision medicine implementation and research-practice partnerships: implications of measurement scale differential item functioning (DIF)
<p>This is the extended data for the manuscript submitted to F1000 Research titled:</p> <p>Precision medicine implementation and research-practice partnerships: implications of measurement scale differential item functioning (DIF).</p> <p>File 1 is the redacted survey responses from a card sort exercise carried out to find out how the study participants sorted and ranked various measures of factors thought to influence precision medicine implementation at health systems level.</p> <p>File 2 consists of the study package as described in the article</p>
Supplementary Material for Work Practices and Perceptions from Women Core Developers in OSS Communities
<p>Supplementary Material for Work Practices and Perceptions from Women Core Developers in OSS Communities which allows to reproduce and extend the results presented in the paper study.</p>
Data Management and Sharing: Practices and Perceptions of Psychology Researchers
<p class="CxSpFirst">Research data is increasingly viewed as an important scholarly output. While a growing body of studies have investigated researcher practices and perceptions related to data sharing, information about data-related practices throughout the research process (including data collection and analysis) remains largely anecdotal. Building on our previous study of data practices in neuroimaging research, we conducted a survey of data management practices in the field of psychology. Our survey included questions about the type(s) of data collected, the tools used for data analysis, practices related to data organization, maintaining documentation, backup procedures, and long-term archiving of research materials. Our results demonstrate the complexity of managing and sharing data in psychology. Data is collected in multifarious forms from human participants, analyzed using a range of software tools, and archived in formats that may become obsolete. As individuals, our participants demonstrated relatively good data management practices, however they also indicated that there was little standardization within their research group. Participants generally indicated that they were willing to change their current practices in light of new technologies, opportunities, or requirements. </p>
Best-practice forestry management delivers diminishing returns for coral reefs with increased land-clearing
<p>Protection of coastal ecosystems from deforestation may be the best way to protect coral reefs from sediment runoff. However, given the importance of generating economic activities for coastal livelihoods, the prohibition of development is often not feasible. In light of this, logging codes-of-practice have been developed to mitigate the impacts of logging on downstream ecosystems. However, no studies have assessed whether managed land-clearing can occur in tandem with coral reef conservation goals.</p> <p>This study quantifies the impacts of current land use and the risk of potential logging activities on downstream coral reef condition and fisheries using a novel suite of linked land-sea models, using Kolombangara Island in the Solomon Islands as a case study. Further, we examine the ability of erosion reduction strategies stipulated in logging codes-of-practice to reduce these impacts as clearing extent increases.</p> <p>We found that with present-day land use, reductions in live and branching coral cover and increases in turf algae were associated with exposure to sediment runoff from catchments and log ponds. Critically, reductions in fish grazer abundance and biomass were associated with increasing sediment runoff, a functional group that accounts for ~25% of subsistence fishing. At low clearing extents, although best management practices minimises the exposure of coral reefs to increased runoff, it would still result in 32% of the reef experiencing an increase in sediment exposure. If clearing extent increased, best management practices would have no impact, with a staggering 89% of coral reef area at risk compared to logging with no management.</p> <p>Synthesis and applications: Assessing trade-offs between coastal development and protection of marine resources is a challenge for decision makers globally. Although development activities requiring clearing can be important for livelihoods, our results demonstrate that new logging in intact forest risks downstream resources important for both food and livelihood security. Importantly, our approach allows for spatially-explicit recommendations for where terrestrial management might best complement marine management. Finally, given the critical degradation feedback loops that increased sediment runoff can reinforce on coral reefs, minimising sediment runoff could play an important role in helping coral reefs recover from climate-related disturbances.</p>
Supplemental Material to Article "A practical approach for the peel stress prediction in the trailing-edge adhesive joint of wind turbine blades"
<p>This set supplements the figure data to the article "A practical approach for the peel stress prediction in the trailing-edge adhesive joint of wind turbine blades", DOI: .</p>
THE FIRST INTERNATIONAL SCIENTIFIC – PRACTICAL VIRTUAL CONFERENCE SCIENCE AND TECHNOLOGY IN MODERN SOCIETY: PROBLEMS, PROGNOSES AND SOLUTIONS
<p>THE FIRST INTERNATIONAL SCIENTIFIC – PRACTICAL VIRTUAL CONFERENCE SCIENCE AND TECHNOLOGY IN MODERN SOCIETY: PROBLEMS, PROGNOSES AND SOLUTIONS.</p> <p>AZERBAİJAN-TURKEY</p> <p>PAPERS AND ARTICLES</p> <p>TURKEY, İZMİR SEPTEMBER 26-27, 2020</p>
The Clinical Significance of Serum p53 Antibody Levels in Patients with Oral Squamous Cell Carcinoma in Japanese Clinical Practice
<p>Supplementary Figure S1. Serum anti-p53 antibody titers in each clinical stage.<br> Supplementary Table S1. The change of Ap53Ab titer in patients with OSCC after surgery.</p>
ScienceDex guides
Understand access before you commit
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.