AIAG - Special Issue 2026

Geographia Technica

 

An International Journal of Technical Geography

ISSN 2065-4421 (Online); ISSN 1842-5135 (printed)

 

 AIAG - Special Issue 2026

Artificial Intelligence Applications in Geography

 

 

1 From Postfactum to Antefactum Geography: what Artificial Intelligence would have Changed in Seven Earlier Studies - a Retrospective Human–AI Experiment in Technical Geography
Page i-xiii
Ionel HAIDU
July, 2026
2 Flood Mapping in Phra Nakhon Si Ayutthaya, Thailand, Utilizing Sentinel-1 Sar Imagery and Deep Learning Approaches
Page 1-18
Kritchayan INTARAT, Phatsachon KUANKHAMNUAN, Woraman JANGSAWANG
October, 2025
3 Projecting LULC Change (2025–2039) and Modeling Landslide Susceptibility using Cellular Automata–Markov Chain (CA–MC) in the Kambang Watershed, West Sumatra, Indonesia
Page 19-34
Triyatno TRIYATNO, Lailatur RAHMI, Syafri ANWAR, Beni AULIA, Sumayyah Aimi Mohd NAJIB
November, 2025
4 Predicting Fire Hotspots in Kalimantan Based on Climate Factors using Gaussian Process Regression and Long Short-Term Memory
Page 35-50
Sri NURDIATI, Mochamad Tito JULIANTO, Ionel HAIDU, Muhammad Daryl FAUZAN, Hari NURDIANTO, Syukri Arif RAFHIDA, Mohamad Khoirun NAJIB
November, 2025
5 An Integrated ANN-CA Model for Land Use Change Prediction and Flood Risk Mitigation: a Case Study of Enrekang Regency, Indonesia
Page 51-74
Uca SIDENG, Nurul Afdal HARIS, Mustari S. LAMADA
December, 2025
6 Random Forest–Based Mapping of Riverine Plastic Pollution from Sentinel-2 in Google Earth Engine: LULC and Rainfall Controls in Kendal Regency, Indonesia
Page 75-96
Ananto A. AJI, Syaiful Muflichin PURNAMA, Vina Nurul HUSNA 
Januray, 2026
7 Performance of Machine Learning and Deep Learning Models for Predicting Rainfall in a Large Watershed: Case Study of Bengawan Solo River Basin, Indonesia
Page 97-118
Jumadi JUMADI, Kuswaji Dwi PRIYONO, Ali Hasan ABDULLAH, Supari SUPARI, Hamza AIT ZAMZAMI, Farha SATTAR, Muhammad NAWAZ, Hamzah HASYIM, Steve CARVER
Januray, 2026
8 Hybrid Deep Learning and Reinforcement Framework for Physically Consistent Precipitation Control along the Moroccan-Iberian Coasts
Page 119-133
Imad KATIBA, Hanae BELMAJDOUB, Khalid MINAOUI
February, 2026
9 An AI-based Framework for Estimating PM2.5 using Satellite Aerosol Optical Depth and Meteorological Data in a Coastal Industrial Region of Thailand
Page 134-157
Maliwan THABTHONG, Teerawong LAOSUWAN, Satith SANGPRADID, Yannawut UTTARUK, Jenjira PIAMDEE, Piyatida AWICHIN, Titipong PHOOPHATHONG, Maharaja SINGHARAJ
March, 2026
10 Geospatial Deep Learning for Biomass and Carbon Stock Estimation using UAV-Derived Canopy Metrics
Page 158-173
Pimpilai WUNAPHAI, Teerawong LAOSUWAN, Satith SANGPRADID, Yannawut UTTARUK, Narueset PRASERTSRI, Thinnakon ANGKAHAD, Piyatida AWICHIN
March, 2026
11 Deep Learning-Based Detection of Agricultural Burned Areas using True Color Satellite Imagery
Page 174-187
Worawit SUPPAWIMUT, Ratchaphon SAMPHUTTHANONT
May, 2026
12 A Shear-Strength-Derived Lithological Weakness Index for GIS-based Landslide Susceptibility Modelling in Mountainous Road Corridors of Northern Vietnam
Page 188-205
Thanh Long NGUYEN, Thi Ngoc Ha TRAN, Quoc Lap KIEU, Dieu Trinh NGUYEN
June, 2026
13 Multi-Algorithm Classification and CA–Markov Prediction of Land-Use Change Across Three Temporal Intervals: a Case Study of the Loe Tor Royal Project, Tak Province, Thailand
Page 206-229
Sorawit ONPHUA, Sakhan TEEJUNTUK, Chakrit NA TAKUATHUNG
July, 2026
14 Artificial Intelligence in Geographical Research: from Spatial Observation to Informed Action - a Synthesis of the AIAG Studies and the Geographical Foundations of GeoAI
Page 230-241
Zsolt MAGYARI-SÁSKA
July, 2026