introduction to menyanthes software for hydrogeologic time series analysis with physical insight

نویسندگان
چکیده

the program menyanthes combines a variety of functions for managing, editing, visualizing, analyzing, and modeling hydrogeologic time series. the primary aim of the software is the integration of data-driven and physics-based methods for modeling time series of groundwater heads. within menyanthes, time series can be modeled using both the arma and pirfict methods. the pirfict method is a new method of time series analysis that has practical advantages as well as facilitating the physical interpretation and implementation of knowledge on the physical behavior. the analytical solutions for specific hydrogeologic problems may be used as the response function, along with their physics-based parameters. the pirfict model may be fitted with a large number of time series in batch. spatial patterns that emerge from the results provide useful information which adds a new dimension to the time series analysis. the menyathes software provides spatial visualization and analysis tools for their interpretation. the pirfict method also facilitates the integration of time series and spatially-distributed models. the pirfict method may prove to be of use for other types of time series as well, both within and outside the realm of environmental sciences.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Introduction to time series analysis

A time series is a collection of observations ordered following a parameter that for us is time. Examples occur in a variety of fields (economics, engeneering, meteorology and so on...). For instance, economic time series include share prices on successive days, export totals in successive months, average incomes in successive months, company profits in successive years (see the graph below). M...

متن کامل

a time-series analysis of the demand for life insurance in iran

با توجه به تجزیه و تحلیل داده ها ما دریافتیم که سطح درامد و تعداد نمایندگیها باتقاضای بیمه عمر رابطه مستقیم دارند و نرخ بهره و بار تکفل با تقاضای بیمه عمر رابطه عکس دارند

Introduction to Time Series Models

Overview In contrast to the classical linear regression model, in which the components of the dependent variable vector y are not identically distributed (because its mean vector varies with the regressors) but may be independently distributed, time series models have dependent variables which may be identically distributed, but are typically not independent across ovbservations. Such models ar...

متن کامل

Software piracy: A time-series Analysis

Software piracy is a global problem that costs businesses billions of dollars each year. This study presents the first time series analysis looking at what influences software piracy. It includes data for 85 countries associating economic, cultural, and temporal variables with national software piracy rates. Some of the variables included coincide with those in previous studies (GDP, collectivi...

متن کامل

Time Series Intervention Analysis Using Sas® Software

Time series intervent.ion analysis is used to ascertain the impact that one or more interventions have on a time series. For example, the t.ime series may be monthly revenues from the sale of n product with t,he int.ervention being the implementation of a new marketing strategy. Using the ARIMA procedure in SASjETS@ soft.ware, a large class of time series models are available to pel'form a t.im...

متن کامل

Introduction to Non - Stationary Time Series

Consider a univariate time series {yt}t=−∞. We say that {yt} is (strictly) stationary if the joint distribution of the vectors (yt1 , . . . , ytk) and (yt1+s, . . . , ytk+s) are the same for any choice of the subscripts (t1, t2, . . . , tk, s). Thus, in particular, the marginal distributions are identical, so Eyt = μ and V yt = σ 2 are independent of t, and furthermore covariances Cov (yt, yt+s...

متن کامل

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید


عنوان ژورنال:
آب و توسعه پایدار

جلد ۳، شماره ۲، صفحات ۹۳-۰

کلمات کلیدی

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023