Human Environmental Data Science: Agriculture, Conflict, and Health
E-PSCI 168
Subject & Catalog Number
Course Information
Description
The purpose of this course is to develop understanding and guide student research of human and environmental systems. In class we will explore agriculture, conflict, and human health. Study of each topic will involve introduction data, mathematical models, and analysis techniques that build toward addressing a major question at each interface: How does climate change influence agricultural systems? Has drought or other environmental factors caused conflict? And how does the environment shape health outcomes? These topics are diverse, but are addressed using common analytical frameworks. Analytical approaches include simple mathematical models of feedback systems, crop development, and population disease dynamics; frequentist statistical techniques including linear, multiple linear, and panel regression models; and Bayesian methods including empirical, full, and hierarchical approaches. You will be provided with sufficient data, example code, and context to come to your own informed conclusions regarding each of these questions. Furthermore, topics covered in class will provide a template for undertaking independent research projects in small teams. Research will either extend on topics presented in class or address other human-environmental questions. Historically, such student projects have sometimes led to senior theses or publication in professional journals.
Course Notes
The course is designed for upper-level undergraduates. E-PSCI 168 is also offered as ESE 168. Students may not take both for credit. Enrollment is by instructor permission. This course fulfills the EPS sub-discipline requirement of Climate, Atmosphere, and Oceans.
Recommended Prep
There are no specific prerequisites but a background in environmental, physical or life sciences; experience in coding or statistical analysis; and/or facility with differential equations is useful.
Available for Harvard Cross Registration
NOTE: This course requires additional sections; you will be prompted to choose secondary components during the Add to Cart process
