Go to Polygence Scholars page
Caleb Liu's cover illustration
Polygence Scholar2022
Caleb Liu's profile

Caleb Liu

Hamilton HighClass of 2025Chandler, Arizona

About

Hi! My name is Caleb, and my project is on using machine learning to predict drought levels in Arizona

Projects

  • "Predict Drought Severity in Arizona using SWE and seasonality" with mentor Luyuan Jennifer (Dec. 14, 2022)

Project Portfolio

Predict Drought Severity in Arizona using SWE and seasonality

Started Aug. 15, 2022

Abstract or project description

The projects aims to provide a model for predicting the severity of future droughts in Arizona, guiding policymakers in their efforts to combat drought and its effect on the environment. The study will use historical drought data and snowpack data within the state of Arizona to output a prediction for future drought severity in the form of percentages of land in drought.