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All Journal Dialektika Bulletin of Scientific Contribution : Geology El-HARAKAH : Jurnal Budaya Islam IJOG : Indonesian Journal on Geoscience Jurnal Ilmu-Ilmu Pertanian Indonesia Jurnal RISET Geologi dan Pertambangan Journal of Degraded and Mining Lands Management Biology, Medicine, & Natural Product Chemistry JPG (Jurnal Pendidikan Geografi) Jurnal Penelitian Karet Journal of Geoscience, Engineering, Environment, and Technology Jurnal Penelitian Sains Inklusi Journal of Disability Studies Jurnal Penelitian Pendidikan IPA (JPPIPA) IJoLE: International Journal of Language Education Syntax Literate: Jurnal Ilmiah Indonesia Diglosia: Jurnal Kajian Bahasa, Sastra, dan Pengajarannya Jurnal Mineral, Energi dan Lingkungan Jurnal Geosains dan Teknologi Jambura Geoscience Review JTP - Jurnal Teknologi Pendidikan Jurnal Geologi Kelautan: Media Hasil Penelitian Geologi Kelautan Magistra Andalusia : Jurnal Ilmu Sastra Jurnal Sastra Indonesia KOLOKIUM: Jurnal Pendidikan Luar Sekolah Jurnal Pena Indonesia Jurnal Mineral, Energi dan Lingkungan Prosiding Seminar Teknologi Kebumian dan Kelautan (SEMITAN Indonesian Journal on Geoscience Jurnal Geosains dan Remote Sensing (JGRS) Jurnal Pendidikan, Sains, Geologi, dan Geofisika (GeoScienceEd Journal) Indonesian Journal on Geoscience Jurnal Cahaya Mandalika Journal of Earth and Marine Technology (JEMT) Journal of English Language and Education Bahterasia : Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia Journal of Language Education, Linguistics, and Culture MINERAL Journal of Geoscience Engineering and Energy (JOGEE) JURNAL TEKNIK GEOLOGI : Jurnal Ilmu Pengetahuan dan Teknologi JAGE Innovative: Journal Of Social Science Research GMPI Conference Series Ranah Research : Journal of Multidisciplinary Research and Development International Proceedings of Nusantara Raya Indonesian Journal of Environment and Disaster OPHIOLITE : Jurnal Geologi Terapan Calvaria Medical Journal Bulletin of Geology Geo-Image Journal Prosiding Seminar Nasional COSMIC Kedokteran ANUFA Jurnal bahasa, sastra, seni, dan pengajarannya
Budhi Setiawan
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Spatial Analysis of Tourism Climate Comfort in the Belitung Geopark Based on Historical and Projected Climate Data Yuliarti, Aflah; Setiawan, Budhi; Khakim, Mokhamad Yusup Nur; Simanjuntak, Presli Panusunan
JPG (Jurnal Pendidikan Geografi) Vol 13, No 1 (2026)
Publisher : Universitas Lambung Mangkurat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/jpg.v13i1.25483

Abstract

Climate-based tourism is closely linked to atmospheric comfort, while ongoing global climate change has intensified uncertainty in climatic conditions across many tourism destinations, including tropical geoparks. This study evaluates the spatial and temporal patterns of tourism climate comfort in the Belitung Geopark by integrating historical climate data (1991–2024) and future climate projections (2026–2050) under the Representative Concentration Pathway (RCP) 4.5 scenario. Tourism climate comfort was assessed using the Tourism Climate Index (TCI), which incorporates key meteorological variables, namely air temperature, relative humidity, precipitation, wind speed, and solar radiation. A spatial–temporal analysis supported by Geographic Information Systems (GIS) and heatmap visualization was applied to examine variations across 17 geosites. The results reveal a pronounced seasonal pattern characteristic of tropical climates, with the highest TCI values occurring during the dry season, particularly in August and September. Coastal geosites consistently exhibit higher and more stable comfort levels than inland, hilly, and forested areas, which experience noticeable declines in comfort during the wet season due to increased rainfall and humidity. Climate projections indicate a general reduction in TCI values, especially during transitional and wet months; however, most coastal geosites remain within acceptable to good comfort categories for tourism activities. These findings highlight the role of geographical factors, such as proximity to the coast and local atmospheric dynamics, in shaping spatial variations in tourism climate comfort. The study provides a scientific basis for adaptive tourism management, seasonal tourism planning, and climate change adaptation strategies in tropical geopark destinations, it offers potential applications in geography education and spatial climate analysis.
Co-Authors Abdurrahman Hanif Albaihaqi Abimanyu, Gilang Aldri Frinaldi Alfiati Alfuazri, M. Gilang Ama, Fuad Andayani Andayani Andayani Andili, Agshal Almachzumi Ani Rakhmawati Anton Wijaya Arief Setyawan Arieffiandhany, Riezal Asof, H. Marwan Atikah Anindyarini Atthoriq, Muhammad Hafidz Az Zahra, Salsabila Azzahra, Fade Risa Azzahra, Fadea Risa Bakri Bakri Cahyaningrum, Fitria Chaesar, Ari Suryawati Secio Chafit Ulya Charlos Togi Stevanus, Charlos Togi Dedi Rohendi Dyah Hastuti, Endang Wiwik Eddy Ibrahim Edi Riawan Edy Sutriyono Ernawati Fadhellatul Kamil Faradila, Nanda Argi Noer Farahdila, Silvie Felicity, Felicity Ferdian Syahputra Firstya Evi Dianastiti Fitriani, Aula Gallant Dwi Pangestu Nugroho Akbar Gurada Capah, Ade Indra Harfiandri, Muhammad Said Harnani Harnani Harnani Harnani Harnani, Harnani Hartati, Restiana Dwi Haryanti, Rini Dwi Hastuti, Nuri Puji Helen Dwi Putri Hermawan, Muhammad Alfian Hibatullah, Kevin Nabil Islam, Muhammad Izzul Ismaryanto, Ismaryanto KAMIL, FADHELLATUL Kartika Ishartadiati Karyadi, Rian Khakim, Mokhamad Yusup Nur Kundharu Saddhono Kurniawan, Deviyanto Landia, Karmila Putri Lee, Jason Lusiani Tjandra Marswati, Ceria Masfufatun Masfufatun Muhammad Rohmadi Muhammad Taufik Toha Mukhlis, Muhammad Munib Ikhwatun Iman Nardi, Rajhi Febri Nugraheni Eko Wardani Oman Abdurahman Pebby Putra Juenda Pebrianto, Rosihan Permana, Lano Adhitya Pranata, Ridho Pratama Goestyananda Pratika Yuhyi Hernanda Putri, Atika Nabila Putri, Helen Dwi Putri, Zahrah Belinda RAHARJO, BUDIONO Rahaya, Ivana Septia Raheni Suhita Rahmatullah, Arif Ramadhani, Asri Kamila Rifki Aditya, Rifki Rina Sahara Rio, Ferdinan Rizki, Kurnia Rahma Rizkie, Dania Rosihan, Pebrianto Sabaruddin Sabaruddin Safrihady, Safrihady Santoso, Nugroho Ponco Santoso, Nugroho Ponco Sari, Fatrina Aprilia Sarwiji Suwandi Setyaningsih, Arinda Oktariski Simanjuntak, Presli Panusunan Slamet Subiyantoro Sumarwati Suyeda, Fadhil D. Tri Indrayanti Utami, Sri Lestari Wahdini, Lisa Wahyu Wardana, Muhammad Aditya Wisnu Wicaksono, M Dwiki Satrio Wicaksono, M. Dwiki Satrio Wijaya, Wildan Maulana Wulandari, Atik Sri Wulandari, Zhalsa Yogie Zulkurnia Rochmana Yuliarti, Aflah Yuliningsih, Yuliningsih