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Evaluating the Performance of GRU-LSTM Hybrid Model in Predicting the Dust Storms Events (Case Study: Khuzestan Province in Southwest of Iran)

کلیدواژه: Prediction,Dust Storm,SVM,GRU-LSTM Method,Khuzestan Province

نویسندگان: Ansari Ghojghar M., ARAGHINEJAD SH., BAZRAFSHAN J., ZAHRAIE B., PARSI E.

ناشر: تحقیقات منابع آب ایران - Iran-Water Resources Research (IWRR)

Understanding the frequency of dust storms in each area and being mindful of temporal-spatial variation of this event can help to monitor and reduce the damages induced by dust events. Due to the increasing development of metamodels and their combination with optimization algorithms used to model an... ادامه

سال:2021

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

8 بازدید

مشاهده/دانلود

Probabilistic Modeling and Estimation of Flow Rate of Sewage Treatment Plant Using Monte Carlo Hybrid Method

کلیدواژه: Probability Distribution,Monte Carlo,Lognormal,Fourier Series,Wastewater Inflow

نویسندگان: PIRI J., PIRZADEH B., KESHTEGAR B., GIVEHCHI M.

ناشر: آب و فاضلاب - Water and Wastewater

One of the most important results of hydraulic and hydrological modeling of the urban drainage network is hydrograph estimation. Annual journals on hydraulic and hydrological problems, especially in developing countries, are full of missing data, discrete and continuous gaps in most hydrological dat... ادامه

سال:2020

لینک به محتوا با زبان هدف

نوع سند: Article

4 دانلود

11 بازدید

مشاهده/دانلود

Performance Evaluation of Hybrid Reverse-Forward Osmosis (HRFO) Laboratory Model to Increase Production Efficiency of Desalination Process

کلیدواژه: Desalination,Hybrid Reverse-Forward Osmosis,Laboratory Model

نویسندگان: Hadadian Z., ANSARI M., HAGHIGHI A., MOGHIMIPOUR E.

ناشر: آب و فاضلاب - Water and Wastewater

Today, water desalination methods are of great importance in solving the freshwater crisis in the world, so that in recent years, the world's water desalination capacity has increased dramatically. Among them, the reverse osmosis membrane technology has been the most popular and the most commonly us... ادامه

سال:2021

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

14 بازدید

مشاهده/دانلود

Investigating a Smart Hybrid Model and Metaverse Based on Artificial Intelligence-Augmented Reality to Improve Water Governance Components in Iran

کلیدواژه: Metaheuristic algorithms, Metaverse, Smart Decision-Making, Stakeholder Participation, Virtual reality, Water governance

نویسندگان: Mohammadi Haniyeh, Ansari Ghojghar Mohammad

ناشر: حکمرانی منابع طبیعی - Natural Resources Governance

Given the existing challenges in water governance, such as a lack of transparency, insufficient public participation, weak accountability, and low effectiveness, there is an increasing need to leverage innovative technological tools. Artificial Intelligence (AI) has the potential to enhance decision... ادامه

سال:2024

لینک به محتوا با زبان هدف

نوع سند: Article

3 دانلود

13 بازدید

مشاهده/دانلود

Assessment of Hybrid Jenkins-Catalyst SARIMA-ACOR and SARIMA-PSO Models for Dust Storm modeling (Case Study: Khuzestan Province)

کلیدواژه: Horizontal visibility, forecasting, Catalyst, Seasonal Combination, Box-Jenkins

نویسندگان: Ansari Ghojghar Mohammad, Salajegheh Sosan, Pourmohammad Paria

ناشر: مرتع و آبخیزداری - Journal of Range and Watershed Managment

This study aims to model dust storms in Khuzestan province using hybrid Jenkins-Catalyst SARIMA-ACOR and SARIMA-PSO models. For this purpose, hourly dust data and codes from the World Meteorological Organization (WMO) were used from seven synoptic stations across Khuzestan over a 40-year period. To ... ادامه

سال:2024

لینک به محتوا با زبان هدف

نوع سند: Article

3 دانلود

12 بازدید

مشاهده/دانلود

A Hybrid Intelligent Classification Model Based on Multilayer Perceptron Neural Networks and Fuzzy Regression for Credit Scoring Problems

کلیدواژه: Credit scoring,Classification methods,Multilayer perceptrons (MLPs),Artificial neural networks,Fuzzy logic

نویسندگان: KHASHEI M., TORBAT SH.

ناشر: روش های عددی در مهندسی (استقلال) - JOURNAL OF COMPUTATIONAL METHODS IN ENGINEERING (ESTEGHLAL)

Financial crises in banking systems are due to inability to manage credit risks. Credit scoring is one of the risk management techniques that analyze the borrower's risk. In this paper, using the advantages of computational intelligence as well as soft computing methods, a new hybrid approach is pro... ادامه

سال:2019

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

14 بازدید

مشاهده/دانلود

Social Takaful and Qard ul-Hassanah Banking Convergences (A Functional Approach)

کلیدواژه: Insurance ؛ Islamic banking ؛ Qard al-hasan ؛ Social Takaful Financing

نویسندگان: B. Bidabad ؛ R. Mohammadi ؛ M. Sherafati

ناشر: Journal of Applied Science and Agriculture

Social Takaful consists of two sections. The first one is “Public Takaful” (Takaful Aamm). It is based on the responsibility of individuals in the society to be concerned about the other’s needs and to fulfill their needs in a viable way. The other category of social Takaful is Zeman Ealah (Sustenan... ادامه

سال:2014

لینک به محتوا با زبان هدف

نوع سند: Article

68 دانلود

158 بازدید

مشاهده/دانلود

Islamic Banks Concern with the Poor and Micro Businesses: An Evaluation on their Al Qard Hasan (Beautiful Loan)

کلیدواژه: alleviating poverty ؛ Islamic bank ؛ micro businesses ؛ poor people ؛ Qard al-hasan

نویسندگان: E. Firmansyah

ناشر: International Conference of Integrated Microfinance Management

Islamic Banks came up with one of the notions as stated in the Quran (59:7)i, wealth must not be a perpetual distribution among the rich. This can be manifested in the form of distributing credit to the real business sector through a financing product, namely Al qard hasan (beautiful or benevolent l... ادامه

سال:2016

لینک به محتوا با زبان هدف

نوع سند: Article

134 دانلود

199 بازدید

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Calibration and Evaluation of APSIM Model for Simulation of Growth and Development of KSC 704 and Maxima Maize Hybrids under Different Amounts of Nitrogen

کلیدواژه: Biomass,Evaluation,Flowering,Grain yield

نویسندگان: MADADIZADEH M., AMIRI S.R., KAMBOUZIA J., SOUFIZADEH S.

ناشر: پژوهش های زراعی ایران - Iranian Journal of Field Crops Research

Introduction: Maize (Zea mays L. ) is one of the most important cereals after wheat and rice in the tropical and temperate regions of the world. Also, its mean production is 8 ton ha. Moreover, the total area of under cultivation is 132572 hectares in Iran. Crop simulation models can play an importa... ادامه

سال:2023

لینک به محتوا با زبان هدف

نوع سند: Article

0 دانلود

5 بازدید

مشاهده/دانلود

Application of Hybrid Cells in Series Model in the Pollution Transport through Layered Material

کلیدواژه: Layered gravel,HCIS model,plug flow,mixed reservoirs,Peclet number

نویسندگان: CHABOKPOUR J.

ناشر: - Pollution

The present paper aims at investigating the applicability of hybrid cells in the series model for pollution transport inside the layered porous media. For this purpose, four layers of rock material have fallen inside the experimental flume, with eight sensors installed longitudinally inside the medi... ادامه

سال:2019

لینک به محتوا با زبان هدف

نوع سند: Article

5 دانلود

11 بازدید

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