A Novel WD-SARIMAX model for temperature forecasting using daily delhi climate dataset

AM Elshewey, MY Shams, AM Elhady, SM Shohieb… - Sustainability, 2022 - mdpi.com
WD-SARIMAX model for temperature forecasting using the daily Delhi climatic time series
dataset … ’s primary emphasis is a climate dataset with time series analysis that covered Delhi’s …

Forecasting Temperature Trends Using SARIMAX: A Case Study in Ahmedabad City, India

V Shah, N Patel, DA Shah, D Swain, M Mohanty… - 2024 - preprints.org
… in accurately forecasting the maximum daily temperature for … The WD-SARIMAX method
delivered an RMSE score of 1.67 … demystifying complex climate data, the proposed model can …

Times Series Forecasting of Monthly Rainfall using Seasonal Auto Regressive Integrated Moving Average with EXogenous Variables (SARIMAX) Model

S Mulla, CB Pande, SK Singh - Water Resources Management, 2024 - Springer
… is particularly important, and the daily Delhi climate dataset … For accurate temperature
forecasting for Delhi, India, this … In this research, we have collected 36 years daily rainfall dataset

Analysis of Statistical and Deep Learning Techniques for Temperature Forecasting

S Ganesan Kruthika, U Rajasekaran… - Recent Advances in …, 2024 - ingentaconnect.com
… In this study, the data was collected … Tarek, "A novel WD-SARIMAX model for
temperature forecasting using daily delhi climate dataset", Sustainability, vol. 15, no. 1, p. …

Optimizing Supply Chain Efficiency

A Ingle, S Mukharjee, A Vishwakarma… - Proceedings of 4th … - books.google.com
… the WDSARIMAX model to decompose the temperature data into … SARIMAX model to each
component to improve forecasting accuracy… using daily Delhi climate dataset. Adaptab. Cities …

Time Series Modeling for the Development of a Systematic, Cost Effective, and ML-Supported Cargo Tracking System: Optimizing Supply Chain Efficiency

A Ingle, S Mukharjee, A Vishwakarma… - … Conference on Artificial …, 2024 - Springer
… Elshey et al. proposes a novel temperature forecasting model that … WD-SARIMAX model to
decompose the temperature data … SARIMAX model to each component to improve forecasting

Temperature prediction based on STOA-SVR rolling adaptive optimization model

S Shen, Y Du, Z Xu, X Qin, J Chen - Sustainability, 2023 - mdpi.com
… In this study, the global mean temperature data set from 1880 to 2022 is … lift regression (GBR)
to predict short and medium term (daily and weekly) air … of temperature in Delhi, India. …

A Hybrid SARIMAX Model in Conjunction with Neural Networks for the Forecasting of Life Insurance Industry Growth in Thailand

S Huadsri, S Mekruksavanich… - … and Technology with …, 2024 - ieeexplore.ieee.org
… As a result, we study the various forecasting models to find the best model by employing a …
A Novel WD-SARIMAX Model for Temperature Forecasting Using Daily Delhi Climate Dataset,…

Soil erosion status prediction using a novel random forest model optimized by random search method

Z Tarek, AM Elshewey, SM Shohieb, AM Elhady… - Sustainability, 2023 - mdpi.com
… erosion and predicting their impacts on the environment. The … The yearly average temperature
is 21 C, with February being … attributes to predict soil erosion, based on the available data. …

Modeling Life Insurance Business Growth in Thailand using SARIMAX and Multilayer Perceptron

W Phaphan, A Jitpattanakul, S Huadsri… - … on Computer and …, 2024 - ieeexplore.ieee.org
… errors in data collection processes, the data analysis program … is to develop a model for
accurately forecasting future direct … time series forecasting model and machine learning model, …