Efficiencies of Inhomogeneity-Detection Algorithms : Comparison of Different Detection Methods and Efficiency Measures
المؤلف
المصدر
العدد
المجلد 2013، العدد 2013 (31 ديسمبر/كانون الأول 2013)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2013-10-27
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
Efficiency evaluations for change point Detection methods used in nine major Objective Homogenization Methods (DOHMs) are presented.
The evaluations are conducted using ten different simulated datasets and four efficiency measures: detection skill, skill of linear trend estimation, sum of squared error, and a combined efficiency measure.
Test datasets applied have a diverse set of inhomogeneity (IH) characteristics and include one dataset that is similar to the monthly benchmark temperature dataset of the European benchmarking effort known by the acronym COST HOME.
The performance of DOHMs is highly dependent on the characteristics of test datasets and efficiency measures.
Measures of skills differ markedly according to the frequency and mean duration of inhomogeneities and vary with the ratio of IH-magnitudes and background noise.
The study focuses on cases when high quality relative time series (i.e., the difference between a candidate and reference series) can be created, but the frequency and intensity of inhomogeneities are high.
Results show that in these cases the Caussinus-Mestre method is the most effective, although appreciably good results can also be achieved by the use of several other DOHMs, such as the Multiple Analysis of Series for Homogenisation, Bayes method, Multiple Linear Regression, and the Standard Normal Homogeneity Test.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Domonkos, Peter. 2013. Efficiencies of Inhomogeneity-Detection Algorithms : Comparison of Different Detection Methods and Efficiency Measures. Journal of Climatology،Vol. 2013, no. 2013, pp.1-15.
https://search.emarefa.net/detail/BIM-468377
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Domonkos, Peter. Efficiencies of Inhomogeneity-Detection Algorithms : Comparison of Different Detection Methods and Efficiency Measures. Journal of Climatology No. 2013 (2013), pp.1-15.
https://search.emarefa.net/detail/BIM-468377
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Domonkos, Peter. Efficiencies of Inhomogeneity-Detection Algorithms : Comparison of Different Detection Methods and Efficiency Measures. Journal of Climatology. 2013. Vol. 2013, no. 2013, pp.1-15.
https://search.emarefa.net/detail/BIM-468377
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-468377
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر