Business Commons^™

Deploying Machine Learning For A Sustainable Future, Cary Coglianese

All Faculty Scholarship

To meet the environmental challenges of a warming planet and an increasingly complex, high tech economy, government must become smarter about how it makes policies and deploys its limited resources. It specifically needs to build a robust capacity to analyze large volumes of environmental and economic data by using machine-learning algorithms to improve regulatory oversight, monitoring, and decision-making. Three challenges can be expected to drive the need for algorithmic environmental governance: more problems, less funding, and growing public demands. This paper explains why algorithmic governance will prove pivotal in meeting these challenges, but it also presents four likely obstacles that …

Slides: Hydrofracking: Air Issues And Community Exposure, Debra A. Kaden

Air Quality Impacts from Oil and Gas Development (January 27)

Presenter: Debra Kaden, Ph.D., Toxicologist, ENVIRON International Corporation, discusses air concentrations of chemicals of potential health concern surrounding oil and gas development activities, as well as temporal and spatial patterns of these chemicals in the ambient environment. Such information is necessary to evaluate possible health impacts of the drilling process on air in surrounding communities.

19 slides

A Five-Year Management Stategy For Recreational Fishing On The West Coast Of Western Australia, West Coast Recreational Fishing Working Group

Fisheries management papers

In its discussion paper (Fisheries Management Paper No. 139), which was widely distributed and publicized, the working group put forward a range of management proposals for community discussion. These were developed after meeting directly with recreational fishers in key regional centres and receiving feedback from fisheries scientists and managers. The discussion paper attracted widespread comment, with more than 1,200 written submissions received from recreational fishers, angling clubs and other stakeholders. The working group would like to thank all those individuals and organisations that took the time to provide this valuable feedback. It was recognised that some of the most pressing …