A review of artificial intelligence and remote sensing for archaeological research

A Argyrou, A Agapiou - Remote Sensing, 2022 - mdpi.com
The documentation and protection of archaeological and cultural heritage (ACH) using
remote sensing, a non-destructive tool, is increasingly popular for experts around the world …

Advancing horizons in remote sensing: a comprehensive survey of deep learning models and applications in image classification and beyond

S Paheding, A Saleem, MFH Siddiqui… - Neural Computing and …, 2024 - Springer
In recent years, deep learning has significantly reshaped numerous fields and applications,
fundamentally altering how we tackle a variety of challenges. Areas such as natural …

Comparison of Machine Learning Pixel-Based Classifiers for Detecting Archaeological Ceramics

A Argyrou, A Agapiou, A Papakonstantinou… - Drones, 2023 - mdpi.com
Recent improvements in low-altitude remote sensors and image processing analysis can be
utilised to support archaeological research. Over the last decade, the increased use of …

[HTML][HTML] Deep learning-based detection of qanat underground water distribution systems using HEXAGON spy satellite imagery

N Buławka, HA Orengo, I Berganzo-Besga - Journal of Archaeological …, 2024 - Elsevier
Qanats are a remarkable type of ancient hydraulic structure for sustainable water distribution
in arid environments that use subterranean channels to transport water from highland or …

A critical review of remote sensing approaches and deep learning techniques in archaeology

I Kadhim, FM Abed - Sensors, 2023 - mdpi.com
To date, comprehensive reviews and discussions of the strengths and limitations of Remote
Sensing (RS) standalone and combination approaches, and Deep Learning (DL)-based RS …

Moated site object detection using time series satellite imagery and an improved deep learning model in northeast Thailand

H Yang, S Wang, S Wang, P Zhao, M Ai… - Journal of Archaeological …, 2024 - Elsevier
Moated sites are crucial for revealing the formation of early civilizations and societies in
Southeast Asia, and a significant amount of effort has been expended in investigating their …

Artificial Intelligence for Routine Heritage Monitoring and Sustainable Planning of the Conservation of Historic Districts: A Case Study on Fujian Earthen Houses …

J Fan, Y Chen, L Zheng - Buildings, 2024 - mdpi.com
With its advancements in relation to computer science, artificial intelligence has great
potential for protecting and researching the world heritage Fujian earthen houses (Tulou) …

The innovative growth of space archaeology: a brief overview of concepts and approaches in detection, monitoring, and promotion of the archaeological heritage

M Zingaro, G Scicchitano, D Capolongo - Remote Sensing, 2023 - mdpi.com
Space Archaeology (SA), also known as Satellite Archaeology, Satellite Remote Sensing for
Archaeology, or Archaeology from Space, is part of the wider interdisciplinary field of …

Landscape archaeology of southern Mesopotamia: identifying features in the dried marshes

J Jotheri, M Feadha, J Al-Janabi, R Alabdan - Sustainability, 2022 - mdpi.com
The landscape of the Mesopotamian floodplain is mainly structured by channel processes,
including the formation of levees, meanders, scrollbars, oxbow lakes, crevasse splays …

Embedding the remote sensing monitoring of archaeological site damage at the local level: Results from the “Archaeological practice and heritage protection in the …

EJ Laugier, N Abdullatif, C Glatz - Plos one, 2022 - journals.plos.org
Today, the satellite-based monitoring of archaeological sites and site damage is a
widespread practice, especially in conflict-affected regions. However, the vast majority of …