A Machine Learning-based Approach for Classifying Tourists and Locals Using Geotagged Photos: The Case of Tokyo Peer-reviewed

Ahmed Derdouri, Toshihiro Osaragi

Information Technology and Tourism　23　(4)　575-609　2021/12

DOI： 10.1007/s40558-021-00208-3 　

ISSN： 1098-3058

eISSN： 1943-4294

Understanding the links between LULC changes and SUHI in cities: Insights from two-decadal studies (2001–2020) Invited Peer-reviewed

Ahmed Derdouri, Ruci Wang, Yuji Murayama, Toshihiro Osaragi

Remote Sensing　13　(18)　2021/09

DOI： 10.3390/rs13183654 　

eISSN： 2072-4292

How Various Natural Disasters Impact Urban Human Mobility Patterns: A Comparative Analysis Based on Geotagged Photos Taken in Tokyo Peer-reviewed

Ahmed Derdouri, Toshihiro Osaragi

Urban Book Series　(9)　151-171　2021/07

DOI： 10.1007/978-3-030-76059-5_9 　

ISSN： 2365-757X

eISSN： 2365-7588

A comparative study of land price estimation and mapping using regression kriging and machine learning algorithms across Fukushima prefecture, Japan Peer-reviewed

Ahmed Derdouri, Yuji Murayama

Journal of Geographical Sciences　30　(5)　794-822　2020/05/01

DOI： 10.1007/s11442-020-1756-1 　

ISSN： 1009-637X

eISSN： 1861-9568

Explainable machine learning for urban park cooling effect: Identifying dual-perspective drivers from satellite-derived metrics across extreme and normal weather

Jiahui Li, Hao Hou, Yuji Murayama, Ahmed Derdouri, Yaolong Zhao, Ruci Wang, Tangao Hu

Remote Sensing Applications: Society and Environment　2026/08

DOI： 10.1016/j.rsase.2026.102220 　

LLM-assisted screening and extraction for systematic reviews: workload reduction and refusal-driven missingness in a land-use evidence synthesis

Ahmed Derdouri, Takahiro Oyama, Yuji Murayama, Yoshifumi Masago

2026/05/04

DOI： 10.21203/rs.3.rs-9582053/v1 　

LLM Workflow for Land-Use Prediction Evidence Synthesis: Efficient Screening, Selective Refusals, Reportable Gaps

Ahmed Derdouri, Yoshifumi Masago

2026/03/14

DOI： 10.5194/egusphere-egu26-15955 　

Impact of urban morphology on land surface temperature: A case study of the central Tokyo, Japan

Ruci Wang, Yuji Murayama, Fei Liu, Xinmin Zhang, Hao Hou, Takehiro Morimoto, Ahmed Derdouri

City and Environment Interactions　2025/12

DOI： 10.1016/j.cacint.2025.100227 　

The potential of agricultural and livestock wastes as a source of biogas in Vietnam: Energetic, economic and environmental evaluation Peer-reviewed

Thanh Hung Nguyen, Quang-Van Doan, Ansar Khan, Ahmed Derdouri, Prashant Anand, Dev Niyogi

Renewable and Sustainable Energy Reviews　199　114440-114440　2024/07

DOI： 10.1016/j.rser.2024.114440 　

ISSN： 1364-0321

Development of current and future high-resolution gridded emission inventory of anthropogenic air pollutants for urban air quality studies in Hanoi, Vietnam Peer-reviewed

Thanh Hung Nguyen, Ngo Tho Hung, Tatsuya Nagashima, Yun Fat Lam, Quang-Van Doan, Junichi Kurokawa, Satoru Chatani, Ahmed Derdouri, Penwadee Cheewaphongphan, Ansar Khan, Dev Niyogi

Urban Climate　46　101334-101334　2022/12

DOI： 10.1016/j.uclim.2022.101334 　

ISSN： 2212-0955

Exploring the Differences Between Tourists and Locals in Urban Settings Through Multi-labeled Geotagged Photos: The Case of Tokyo Peer-reviewed

Ahmed Derdouri

INTERNATIONAL CARTOGRAPHIC CONFERENCE (ICC), VOL 4　4　1-8　2021/12/03

DOI： 10.5194/ICA-PROC-4-26-2021 　

ISSN： 2570-2092

eISSN： 2570-2092

Spatiotemporal analysis of land use/cover patterns and their relationship with land surface temperature in Nanjing, China Peer-reviewed

Ruci Wang, Hao Hou, Yuji Murayama, Ahmed Derdouri

Remote Sensing　12　(3)　2020/02/01

DOI： 10.3390/rs12030440 　

eISSN： 2072-4292

Onshore Wind Farm Suitability Analysis Using GIS-based Analytic Hierarchy Process: A Case Study of Fukushima Prefecture, Japan Peer-reviewed

Ahmed Derdouri

Geoinformatics & Geostatistics: An Overview　S3　(5)　2018/11/15

Spatiotemporal simulation of future land use/cover change scenarios in the Tokyo metropolitan area Peer-reviewed

Ruci Wang, Ahmed Derdouri, Yuji Murayama

Sustainability (Switzerland)　10　(6)　2018/06/17

DOI： 10.3390/su10062056 　

eISSN： 2071-1050