A Hierarchical Decision Framework for Low-Cost Sensor Deployment in Lake Monitoring under Uncertainty

Tian-yi Cai

doi:10.1016/j.envsoft.2026.107084

A Hierarchical Decision Framework for Low-Cost Sensor Deployment in Lake Monitoring under Uncertainty

2026-06-18

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AI

T

Tian-yi Cai

F

Fiallos-Salguero Manuel

S

Soon-Thiam Khu *

DOI：10.1016/j.envsoft.2026.107084

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• Proposes a decision-oriented framework for LCS deployment under uncertainty. • Establishes a two-stage hierarchical deployment framework. • Validates the proposed framework across multiple uncertainty scenarios in Lake Taihu.

A Hierarchical Decision Framework for Low-Cost Sensor Deployment in Lake Monitoring under Uncertainty

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