Academic Journal
Analysis of temperature and humidity in Oman using singular spectrum analysis
| العنوان: | Analysis of temperature and humidity in Oman using singular spectrum analysis |
|---|---|
| المؤلفون: | Al-Marhoobi, Safia, Pepelyshev, Andrey |
| بيانات النشر: | Taylor & Francis |
| سنة النشر: | 2023 |
| المجموعة: | Cardiff University: ORCA (Online Research @ Cardiff) |
| الوصف: | The purpose of this paper is to study hourly time series of temperature and humidity from six meteorological stations in Oman from 2009 to 2018. Since our data contains missing values due to device failures, we have compared several methods of imputation and found that regression with lagging is most reasonable. To extract the annual oscillations and daily periodicities from hourly time series we apply Singular Spectrum Analysis. By applying the Mann–Kendall test, Spearman’s rho test and the ITM test to the annual oscillations and daily periodicities monotonic trends in temperature and humidity over the ten year period have not been confirmed. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | https://orca.cardiff.ac.uk/id/eprint/138389/1/omandata19-01-2021.pdf; Al-Marhoobi, Safia and Pepelyshev, Andrey https://orca.cardiff.ac.uk/view/cardiffauthors/A090723N.html orcid:0000-0001-5634-5559 orcid:0000-0001-5634-5559 2023. Analysis of temperature and humidity in Oman using singular spectrum analysis. Communications in Statistics - Simulation and Computation 52 (4) , pp. 1404-1417. 10.1080/03610918.2021.1884714 https://doi.org/10.1080/03610918.2021.1884714 file https://orca.cardiff.ac.uk/id/eprint/138389/1/omandata19-01-2021.pdf |
| DOI: | 10.1080/03610918.2021.1884714 |
| الاتاحة: | https://orca.cardiff.ac.uk/id/eprint/138389/ https://doi.org/10.1080/03610918.2021.1884714 https://orca.cardiff.ac.uk/id/eprint/138389/1/omandata19-01-2021.pdf |
| Rights: | cc_by_nc |
| رقم الانضمام: | edsbas.98A168D4 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1080/03610918.2021.1884714 |
|---|