THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE

In the present study, we aim to investigate how seasonality influences the climate changes on the outdoor thermal comfort for traveling to visit Bangladesh. Wherein, the effect of temperature on tourist arrival is assessed using SANCOVA and SARIMA model at seven attractive sightseeing diverse place...

Full description

Bibliographic Details
Main Authors: Sayed Mohibul HOSSEN, Mohd Tahir ISMAIL, Mosab I. TABASH
Format: Article
Language:English
Published: Editura Universităţii din Oradea 2021-01-01
Series:Geo Journal of Tourism and Geosites
Subjects:
Online Access:http://gtg.webhost.uoradea.ro/PDF/GTG-1-2021/gtg.34103-614.pdf
id doaj-c470c22e85e443a4b5a293eee949f296
record_format Article
spelling doaj-c470c22e85e443a4b5a293eee949f2962021-04-28T10:13:12ZengEditura Universităţii din OradeaGeo Journal of Tourism and Geosites2065-08172021-01-01341202710.30892/gtg.34103-614THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCESayed Mohibul HOSSEN0Mohd Tahir ISMAIL1Mosab I. TABASH2Universiti Sains Malaysia, School of Mathematical Science, 11800 USM Penang Malaysia, Mawlana Bashani Science and Technology University, Department of Statistics, Tangail 1902, Bangladesh, e-mail: m300cht@gmail.comUniversiti Sains Malaysia, School of Mathematical Science, 11800 USM Penang, Malaysia, e-mail: m.tahir@usm.myAl Ain University, College of Business, P.O. Box: 64141 Al Ain, United Arab Emirates, e-mail: mosab.tabash@aau.ac.aeIn the present study, we aim to investigate how seasonality influences the climate changes on the outdoor thermal comfort for traveling to visit Bangladesh. Wherein, the effect of temperature on tourist arrival is assessed using SANCOVA and SARIMA model at seven attractive sightseeing diverse places in Bangladesh. The highest temperature has appeared in Khulna and Rajshahi with 35.53 °C and 35.85 °C and the lowest temperature was appeared in Rajshahi and Rangamati with 10.40 °C and 11.72 °C, respectively. This result also revealed that the temperature for Dhaka, Chittagong, Cox’s Bazar, Khulna, and Sylhet has extreme values of decreasing, in Dhaka the temperature will be 25.140 °C on January 2023, in Chittagong 260 °C on January 2027, Cox’s Bazar 26.490 °C on January 2030, in Khulna 25.610 °C on January 2023, and in Sylhet 26.560 °C on January 2020. Our findings also indicate that the tourism industry of Bangladesh is more vulnerable to seasonal variation and this seasonality has a 74% effect on tourist’s arrival as well as a 98% effect on overall temperature in Bangladesh.http://gtg.webhost.uoradea.ro/PDF/GTG-1-2021/gtg.34103-614.pdfseasonalitytemperaturemodelingforecastingsancova modelsarima model
collection DOAJ
language English
format Article
sources DOAJ
author Sayed Mohibul HOSSEN
Mohd Tahir ISMAIL
Mosab I. TABASH
spellingShingle Sayed Mohibul HOSSEN
Mohd Tahir ISMAIL
Mosab I. TABASH
THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE
Geo Journal of Tourism and Geosites
seasonality
temperature
modeling
forecasting
sancova model
sarima model
author_facet Sayed Mohibul HOSSEN
Mohd Tahir ISMAIL
Mosab I. TABASH
author_sort Sayed Mohibul HOSSEN
title THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE
title_short THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE
title_full THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE
title_fullStr THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE
title_full_unstemmed THE IMPACT OF SEASONALITY IN TEMPERATURE FORECAST ON TOURIST ARRIVALS IN BANGLADESH: AN EMPIRICAL EVIDENCE
title_sort impact of seasonality in temperature forecast on tourist arrivals in bangladesh: an empirical evidence
publisher Editura Universităţii din Oradea
series Geo Journal of Tourism and Geosites
issn 2065-0817
publishDate 2021-01-01
description In the present study, we aim to investigate how seasonality influences the climate changes on the outdoor thermal comfort for traveling to visit Bangladesh. Wherein, the effect of temperature on tourist arrival is assessed using SANCOVA and SARIMA model at seven attractive sightseeing diverse places in Bangladesh. The highest temperature has appeared in Khulna and Rajshahi with 35.53 °C and 35.85 °C and the lowest temperature was appeared in Rajshahi and Rangamati with 10.40 °C and 11.72 °C, respectively. This result also revealed that the temperature for Dhaka, Chittagong, Cox’s Bazar, Khulna, and Sylhet has extreme values of decreasing, in Dhaka the temperature will be 25.140 °C on January 2023, in Chittagong 260 °C on January 2027, Cox’s Bazar 26.490 °C on January 2030, in Khulna 25.610 °C on January 2023, and in Sylhet 26.560 °C on January 2020. Our findings also indicate that the tourism industry of Bangladesh is more vulnerable to seasonal variation and this seasonality has a 74% effect on tourist’s arrival as well as a 98% effect on overall temperature in Bangladesh.
topic seasonality
temperature
modeling
forecasting
sancova model
sarima model
url http://gtg.webhost.uoradea.ro/PDF/GTG-1-2021/gtg.34103-614.pdf
work_keys_str_mv AT sayedmohibulhossen theimpactofseasonalityintemperatureforecastontouristarrivalsinbangladeshanempiricalevidence
AT mohdtahirismail theimpactofseasonalityintemperatureforecastontouristarrivalsinbangladeshanempiricalevidence
AT mosabitabash theimpactofseasonalityintemperatureforecastontouristarrivalsinbangladeshanempiricalevidence
AT sayedmohibulhossen impactofseasonalityintemperatureforecastontouristarrivalsinbangladeshanempiricalevidence
AT mohdtahirismail impactofseasonalityintemperatureforecastontouristarrivalsinbangladeshanempiricalevidence
AT mosabitabash impactofseasonalityintemperatureforecastontouristarrivalsinbangladeshanempiricalevidence
_version_ 1721503716513677312