AI in the fields: Challenges and insights in detecting agrarian footprints from Satellite and LiDAR data

Kucukdemirci M.

ARCHEOSCIENCES-REVUE D ARCHEOMETRIE, vol.49, no.1, 2025 (SCI-Expanded, AHCI) identifier

  • Publication Type: Article / Editorial Material
  • Volume: 49 Issue: 1
  • Publication Date: 2025
  • Journal Name: ARCHEOSCIENCES-REVUE D ARCHEOMETRIE
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Arts and Humanities Citation Index (AHCI), Anthropological Literature, Index Islamicus
  • Istanbul University-Cerrahpasa Affiliated: Yes

Abstract

Highlights: Deep learning plays a key role to detects patterns in large datasets, Real-world AI validation needs accurate ground-truthing, Data quality and access pose technical challenges, Ethical concerns arise in remote sensing and heritage data use