Machine Learning Advances in Flood Depth Estimation

WHAT IS: Machine Learning Model

💡TL;DR - A machine learning model is a program that learns from data to make predictions or decisions, like recognising faces, sorting emails, or recommending movies, without being manually programmed for each task.You’ve probably seen it before — your music app magically guessing your mood, your email auto-sorting spam from real messages, or your phone unlocking when it sees your face. Pretty cool, right?But here's the thing: none of that magi…

Machine Learning Advances in Flood Depth Estimation

In recent years, the urgent need to improve disaster preparedness and response has driven a surge of research into innovative technologies capable of accurately predicting flood behavior. Among the cutting-edge solutions, machine learning (ML) has emerged as a particularly powerful tool for estimating flood depth, a critical variable for effective risk management. A groundbreaking comprehensive review by Liu, Li, Ma, and colleagues, published in…