دورية أكاديمية
SensorDB: a virtual laboratory for the integration, visualization and analysis of varied biological sensor data
| العنوان: | SensorDB: a virtual laboratory for the integration, visualization and analysis of varied biological sensor data |
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| المؤلفون: | Salehi, Ali, Jimenez-Berni, Jose, Deery, David M., Palmer, Doug, Holland, Edward, Rozas-Larraondo, Pablo, Chapman, Scott C., Georgakopoulos, Dimitrios, Furbank, Robert T. |
| بيانات النشر: | BioMed Central Ltd. |
| سنة النشر: | 2015 |
| المجموعة: | The University of Queensland: UQ eSpace |
| مصطلحات موضوعية: | Big data, High frequency data, NoSQL, Phenomics, Real-time statistics, 1110 Plant Science, 1305 Biotechnology, 1311 Genetics |
| الوصف: | Background: To our knowledge, there is no software or database solution that supports large volumes of biological time series sensor data efficiently and enables data visualization and analysis in real time. Existing solutions for managing data typically use unstructured file systems or relational databases. These systems are not designed to provide instantaneous response to user queries. Furthermore, they do not support rapid data analysis and visualization to enable interactive experiments. In large scale experiments, this behaviour slows research discovery, discourages the widespread sharing and reuse of data that could otherwise inform critical decisions in a timely manner and encourage effective collaboration between groups. Results: In this paper we present SensorDB, a web based virtual laboratory that can manage large volumes of biological time series sensor data while supporting rapid data queries and real-time user interaction. SensorDB is sensor agnostic and uses web-based, state-of-the-art cloud and storage technologies to efficiently gather, analyse and visualize data. Conclusions:Collaboration and data sharing between different agencies and groups is thereby facilitated. SensorDB is available online at http://sensordb.csiro.auTest. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 1746-4811 |
| العلاقة: | orcid:0000-0003-4732-8452 |
| الإتاحة: | https://doi.org/10.1186/s13007-015-0097-zTest https://espace.library.uq.edu.au/view/UQ:e5ec4d7Test |
| رقم الانضمام: | edsbas.BB452E75 |
| قاعدة البيانات: | BASE |
Full Text Finder | تدمد: | 17464811 |
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