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Dataset results
65 results for “Research challenges”
ISMRM Reproducible Research Study Group: Data for the paper "CG-SENSE revisited: Results from the first ISMRM reproducibility challenge"
<p>Challange data (brain/heart) and supplementary data (cardiac/rawdata_sprial) for the paper "CG-SENSE revisited: Results from the first ISMRM reproducibility challenge".</p>
Communication Challenges in adopting scrum methodology in research-based projects
<p>The folder contains three other folders, one has the questionnaire question, the second one has participants' answers to the questionnaire, and the last one has data analysis files for the questionnaire. </p>
Supplementary Material for Paper Titled "Challenges, Adaptations, and Fringe Benefits of Conducting Software Engineering Research with Human Participants during the COVID-19 Pandemic"
<p>This archive contains the supplementary material associated with our study titled "Characterizing Human Aspects in Reviews of COVID-19 Apps".</p> <p>Specifically, the archive contains:</p> <ol> <li>Codebooks for interviews</li> <li>Codebooks for qualitative questions in our survey</li> <li>The email template</li> <li>Survey questions as a PDF</li> </ol>
The data of 'A quantitative assessment of potential benefits and challenges of international researcher mobility for home and host countries: Evidence from the Chinese Scholarship Council program ''
<p>This dataset includes all the data of results related to the paper 'A quantitative assessment of potential benefits and challenges of international researcher mobility for home and host countries: Evidence from the Chinese Scholarship Council program'. We have provided only the processed data, as the raw data from Web of Science is subject to licensing restrictions and cannot be publicly shared. </p>
Supplementary material 1 from: Neylon C, Chan L (2016) Exploring the opportunities and challenges of implementing open research strategies within development institutions. Research Ideas and Outcomes 2: e8880. https://doi.org/10.3897/rio.2.e8880
A translation of the proposal into French. IDRC operates in both English and French as a Canadian Crown Corporation.
THE SECOND INTERNATIONAL SCIENTIFIC-PRACTICAL VIRTUAL CONFERENCE IN HEALTH INNOVATIONS & RESEARCH: PROGNOSIS, ACHIEVEMENT, AND CHALLENGES.
<p>THE SECOND INTERNATIONAL SCIENTIFIC-PRACTICAL VIRTUAL CONFERENCE IN HEALTH INNOVATIONS & RESEARCH: <br>PROGNOSIS, ACHIEVEMENT, AND CHALLENGES.</p>
Tropical Forest Monitoring: Challenges and Recent Progress in Research
<p>Data accompanying: </p> <p><em>Remote Sens.</em> <strong>2021</strong>, <em>13</em>(12), 2252; <a href="https://doi.org/10.3390/rs13122252">https://doi.org/10.3390/rs13122252</a></p>
Data from: Conservation of pollinators in traditional agricultural landscapes – new challenges in Transylvania (Romania) posed by EU accession and recommendations for future research
Open the record for dataset details and reuse information.
Data from: Madagascar Flatidae (Hemiptera, Fulgoromorpha): state-of-the-art and research challenges
Open the record for dataset details and reuse information.
Figure 1 from: Petersen M, Pramann B, Toepfer R, Neumann J, Enke H, Hoffmann J, Mauer R (2020) Research Data Management - Current status and future challenges for German non-university research institutions. Research Ideas and Outcomes 6: e55141. https://doi.org/10.3897/rio.6.e55141
Figure 1 Main results of the World Café on experts' opinion to different aspects and challenges in research data management. Shown are the five stations ('Community Perspective', 'Reflection', 'Technology', 'Society & Values', and 'Personal Objectives') and the main points raised and discussed by the participants during the sessions.
Supplementary material 1 from: Petersen M, Pramann B, Toepfer R, Neumann J, Enke H, Hoffmann J, Mauer R (2020) Research Data Management - Current status and future challenges for German non-university research institutions. Research Ideas and Outcomes 6: e55141. https://doi.org/10.3897/rio.6.e55141
Programm FDM-Expert*innentreffen 18.06.2019 (german)
Supplementary material 2 from: Petersen M, Pramann B, Toepfer R, Neumann J, Enke H, Hoffmann J, Mauer R (2020) Research Data Management - Current status and future challenges for German non-university research institutions. Research Ideas and Outcomes 6: e55141. https://doi.org/10.3897/rio.6.e55141
Forschungsdatenmanagement mit NFDI: Wie sind wir vorbereitet? Wie partizipieren wir?
Supplementary material 4 from: Petersen M, Pramann B, Toepfer R, Neumann J, Enke H, Hoffmann J, Mauer R (2020) Research Data Management - Current status and future challenges for German non-university research institutions. Research Ideas and Outcomes 6: e55141. https://doi.org/10.3897/rio.6.e55141
Photographs of notes from the discussions in the Leibniz Sessions
Data from: Tackling extremes: challenges for ecological and evolutionary research on extreme climatic events
1. Extreme climatic events (ECEs) are predicted to become more frequent as the climate changes. A rapidly increasing number of studies - though few on animals - suggest that the biological consequences of ECEs can be severe. 2. However, ecological research on the impacts of extreme climatic events (ECEs) has been limited by a lack of cohesiveness and structure. ECEs are often poorly defined and have often been confusingly equated with climatic variability, making comparison between studies difficult. Additionally, a focus on short-term studies has provided us with little information on the long-term implications of ECEs, and the descriptive and anecdotal nature of many studies has meant it is still unclear what the key research questions are. 3. Synthesizing the current state of work is essential to identify ways to make progress. We conduct a synthesis of the literature and discuss conceptual and practical challenges faced by research on ECEs. 4. We consider three steps to advance research. First, we discuss the importance of choosing an ECE definition and identify the pros and cons of 'climatological' and 'biological' definitions of ECEs. Second, we advocate research beyond short-term descriptive studies to address questions concerning the long-term implications of ECEs, focussing on selective pressures and phenotypically plastic responses and how they might differ from responses to a changing climatic mean. Finally, we encourage a greater focus on multi-event studies that help us understand the implications of changing patterns of ECEs, through the combined use of modelling, experimental and observational field studies. 5. This paper aims to open a discussion on the definitions, questions and methods currently used to study ECEs, which will lead to a more cohesive approach to future ECE research.
Not real or too soft? On the challenges of publishing interdisciplinary software engineering research (supplementary material)
<p>Supplementary material for paper "Not real or too soft? On the challenges of publishing interdisciplinary software engineering research" (ICSE 2025 SEIS track).</p>
e-Research and new challenge in knowledge structuring
<p>Keynote address - day two of the ISKO UK 2009 <a href="https://www.iskouk.org/2009-Conference">biennale conference</a></p> <p>Clifford Lynch offered a high-level overview of some of the developments in e-research and<br> cyberinfrastructure, with emphasis on some of the opportunities for data curation and<br> data reuse, with considerable emphasis on humanities and social sciences as well as science<br> and engineering.He also looked at developments in ‘citizen science’ and what might be<br> thought of as ‘citizen humanities’ in this context. The talk concluded with consideration<br> of the changing nature of publishing/authoring, particularly in the scholarly sphere, and the<br> implications of the production of structured, reuseable, and interchangeable knowledge as<br> part of the processes of scholarship and scholarly communication.</p>
Supplementary material 1 from: von Rintelen K, Arida E, Häuser C (2017) A review of biodiversity-related issues and challenges in megadiverse Indonesia and other Southeast Asian countries. Research Ideas and Outcomes 3: e20860. https://doi.org/10.3897/rio.3.e20860
Table 1 Biodiversity-related data and economic information for the 10 ASEAN member states
Supplementary material 6 from: Jay C, Haines R, Vigo M, Matentzoglu N, Stevens R, Boyle J, Davies A, Del Vescovo C, Gruel N, Le Blanc A, Mawdsley D, Mellor D, Mikroyannidi E, Rollins R, Rowley A, Vega J (2017) Identifying the challenges of code/theory translation: report from the Code/Theory 2017 workshop. Research Ideas and Outcomes 3: e13236. https://doi.org/10.3897/rio.3.e13236
Lightning Talk: Richard Rollins
Supplementary material 5 from: Jay C, Haines R, Vigo M, Matentzoglu N, Stevens R, Boyle J, Davies A, Del Vescovo C, Gruel N, Le Blanc A, Mawdsley D, Mellor D, Mikroyannidi E, Rollins R, Rowley A, Vega J (2017) Identifying the challenges of code/theory translation: report from the Code/Theory 2017 workshop. Research Ideas and Outcomes 3: e13236. https://doi.org/10.3897/rio.3.e13236
Lightning Talk: Dale Mellor
Supplementary material 4 from: Jay C, Haines R, Vigo M, Matentzoglu N, Stevens R, Boyle J, Davies A, Del Vescovo C, Gruel N, Le Blanc A, Mawdsley D, Mellor D, Mikroyannidi E, Rollins R, Rowley A, Vega J (2017) Identifying the challenges of code/theory translation: report from the Code/Theory 2017 workshop. Research Ideas and Outcomes 3: e13236. https://doi.org/10.3897/rio.3.e13236
Lightning Talk: David Mawdsley
ScienceDex guides
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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.