Middle- and Long-Term UT1-UTC Prediction Based on Constrained Polynomial Curve Fitting, Weighted Least Squares and Autoregressive Combination Model
نویسندگان
چکیده
Universal time (UT1-UTC) is a key component of Earth orientation parameters (EOP), which important for the study monitoring changes in Earth’s rotation rate, climatic variation, and characteristics Earth. Many existing UT1-UTC prediction models are based on combination least squares (LS) stochastic such as Autoregressive (AR) model. However, due to complex periodic series, LS fitting produces large residuals edge distortion, affecting extrapolation accuracy thus accuracy. In this study, we propose combined model polynomial curve (PCF), weighted (WLS), AR, namely, PCF+WLS+AR The PCF algorithm used obtain accurate values, then predicted by WLS+AR To more results, annual interval constraints introduced work determine optimal degree PCF. Finally, multiple sets experiments International Rotation Reference Systems Service (IERS) EOP 14C04 series carried out. comparison results indicate that constrained can efficiently precisely predict mid long term. Compared Bulletin A, proposed improve up 33.2% mid- long-term prediction.
منابع مشابه
Nonlinear weighted least squares fitting Bass diffusion model
The Bass model is one of the most well-known and widely used first-purchase diffusion models in marketing research. The main reason for this is that it finds its origin in a formal theory of product diffusion, and that the model parameters have an easy interpretation in terms of innovation and imitation. Namely, Bass classified adopters (first-time buyers) into two groups: innovators and imitat...
متن کاملthe effects of keyword and context methods on pronunciation and receptive/ productive vocabulary of low-intermediate iranian efl learners: short-term and long-term memory in focus
از گذشته تا کنون، تحقیقات بسیاری صورت گرفته است که همگی به گونه ای بر مثمر ثمر بودن استفاده از استراتژی های یادگیری لغت در یک زبان بیگانه اذعان داشته اند. این تحقیق به بررسی تاثیر دو روش مختلف آموزش واژگان انگلیسی (کلیدی و بافتی) بر تلفظ و دانش لغوی فراگیران ایرانی زیر متوسط زبان انگلیسی و بر ماندگاری آن در حافظه می پردازد. به این منظور، تعداد شصت نفر از زبان آموزان ایرانی هشت تا چهارده ساله با...
15 صفحه اولcompactifications and function spaces on weighted semigruops
chapter one is devoted to a moderate discussion on preliminaries, according to our requirements. chapter two which is based on our work in (24) is devoted introducting weighted semigroups (s, w), and studying some famous function spaces on them, especially the relations between go (s, w) and other function speces are invesigated. in fact this chapter is a complement to (32). one of the main fea...
15 صفحه اولPEDOMODELS FITTING WITH FUZZY LEAST SQUARES REGRESSION
Pedomodels have become a popular topic in soil science and environmentalresearch. They are predictive functions of certain soil properties based on other easily orcheaply measured properties. The common method for fitting pedomodels is to use classicalregression analysis, based on the assumptions of data crispness and deterministic relationsamong variables. In modeling natural systems such as s...
متن کاملA Prediction Method of Gesture Trajectory Based on Least Squares Fitting Model
Implicit interaction based on context information is widely used and studied in the virtual scene. In context based human computer interaction, the meaning of action A is well defined. For instance, the right wave is defined turning paper or PPT in context B, And it mean volume up in context C. However, we cannot use the context information when we select the object to be manipulated. In view o...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Remote Sensing
سال: 2022
ISSN: ['2072-4292']
DOI: https://doi.org/10.3390/rs14143252