Traditional Methods Challenges: Safety High Risk – Inspections require the presence of personnel in harsh conditions. Limited Visibility – Ground inspections miss micro-cracks, erosion, and internal defects. Remote Locations – Remote wind farms are difficult and expensive to access.
Farmers often struggle with monitoring crop health, soil quality, and pest infestations, leading to inefficient resource use and reduced yields.
Rescue teams often face rough terrain, slowing down or even blocking access.
Fire zones in hard-to-reach areas, especially in rough terrain or elevated areas like rooftops.
Restricted Accessibility – Many heritage sites are fragile, remote, or structurally unsafe, limiting ground inspections.
Limited Coverage – Ground surveys only cover small areas and take long time.
High Operational Risk – Manual inspections expose personnel to hazardous environments.
High-Risk Climbing – Tower technicians face falls, electrical hazards, and harsh weather exposure.
Difficulty accessing informal or narrow areas, which complicates data collection and site assessments.
Ground-based surveys require significant manpower, equipment and cost.
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