Environment and Climate
The environment and climate working group aims to address environmental challenges, particularly those that exacerbate the climate crisis, through the lens of computational and economic lenses. We are a diverse group of researchers from a variety of academic disciplines and geographic locations.
Syllabus for Fall 2022
This semester we plan to emphasize applications of Algorithmic Game Theory, AI/ML, optimization, and remote sensing to the fields of environmental conservation and planning. This list of topics is intentionally broad, so we encourage members with even tangentially related interests to engage with the group. We seek to provide a platform for members to share their research and receive feedback from others, in addition to hosting a handful of outside speakers to present on relevant topics.
If you are looking to join our working group, please reach out to one of the co-organizers.
Previous Syllabus Example: Spring 2022
We plan to cover a wide breadth of topics, focusing on providing a platform for members to share their research and receive feedback from others.
-
Meeting 1: Achieving Net Zero (Topic Lead: Maria Lozano)
-
Meeting 2: Floods in Kaziranga National Park and Tiger Reserve (Topic Lead: Arsal Imtiaz)
-
Meeting 3: Towards climate informed decision-making (Topic Lead: Kevin Yarritu)
Selected Readings
-
Schwartz, M.W., Cook, C.N., Pressey, R.L., Pullin, A.S., Runge, M.C., Salafsky, N., Sutherland, W.J. and Williamson, M.A. (2018), "Decision Support Frameworks and Tools for Conservation." CONSERVATION LETTERS, 11: e12385.
-
Schuster R, Hanson JO, Strimas-Mackey M, Bennett JR. 2020. "Exact integer linear programming solvers outperform simulated annealing for solving conservation planning problems." PeerJ 8:e9258.
-
Zohreh S. Gatmiry, Ashkan Hafezalkotob, Morteza Khakzar bafruei, Roya Soltani. "A security game approach for strategic conservation against poaching considering food web complexities." Ecological Complexity, Volume 48, 2021, 100970, ISSN 1476-945X.
-
Yang Yu et al 2021. "Multi-objective game theory optimization for balancing economic, social and ecological benefits in the Three Gorges Reservoir operation." Environ. Res. Lett. 16 085007.
-
Teytelboym, Alexander. "Natural capital market design." Oxford Review of Economic Policy 35.1 (2019).
-
Brasil Louro da Silveira, Camila & Marcelo, Gil & Maida, Mauro & Gaspar, Ana & Ferreira, Beatrice. (2021). "Coral Reef Mapping with Remote Sensing and Machine Learning: A Nurture and Nature Analysis in Marine Protected Areas. Remote Sensing." 13. 2907.
-
Murali, Karthik, Michael K. Lim, Nicholas C. Petruzzi. "The Effects of Ecolabels and Environmental Regulation on Green Product Development." Manufacturing & Service Operations Management (2019).
-
Auriol, Emmanuelle, and Steven GM Schilizzi. "Quality signaling through certification in developing countries." Journal of Development Economics 116 (2015).
-
Kalonga, S.K., Midtgaard F. and Klanderud K. Forest certification as a policy option in conserving biodiversity: an empirical study of forest management in Tanzania, Forest Ecol. and Manag. (2015).
Selected past output from the group:
-
Presentations on: natural capital market design, food security and soil, Project Drawdown solutions (Spring 2020)
-
A Medium post about Jim Leape’s talk (Spring 2020)
-
A Medium post about Anthony Lee Zhang’s talk on Depreciating Licenses (Spring 2021)
Working Group Organizers
| Matthew vonAllmen | Ph.D. student in Computer Science | Northwestern University |
| Andrew Roberts | Ph.D. student in Computing and Data Sciences | Boston University |
Working Group Members
| Charles Cui | Ph.D. Student in Computer Science | Northwestern University |
| Daniel Firebanks-Quevedo | Software Engineer | IBM Research |
| Sanchias Das | Ph.D. Student in Operations Management | University of Washington |
| Manuela Vanegas Ferro | Ph.D. Student in Biological Design | Arizona State University |
| John Foppert | Visiting Professor of Forestry | Paul Smith's College |
| Arnav Gautam | Ph.D. Student in Engineering and Public Policy | Carnegie Mellon University |
| Lauren Gillespie | Ph.D. Student in Biology and Computer Science | Stanford University |
| Paul Gölz | Ph.D. Student in Computer Science | Carnegie Mellon University |
| Firehiwot Gurara | Ph.D. Student in Electrical and Computer Engineering | Cornell University |
| Nicole Immorlica | Senior Principal Research | Microsoft Research |
| Rosie Li | Ph.D. Student in Public Policy | Yale University |
| Wanyi Li | Ph.D. Student in Operations Management | Stanford University |
| Irene Lo | Assistant Professor in Management Science & Engineering | Stanford University |
| Yuki Miura | Ph.D. Student | Columbia University |
| Joan Nkiriki | Ph.D. Student in Engineering and Public Policy | Carnegie Mellon University |
| Andrew Roberts | Ph.D. Student in Computing and Data Sciences | Boston University |
| Dheeraj Satyavolu | MS Student in Operations Research | UT Austin |
| Yuan Shi | Ph.D. Student in Operations Research | MIT |
| Bhushan Suwal | Researcher | Tufts University |
| Charles Van-Hein Sackey | Ph.D. Student in Engineering and Public Policy | Carnegie Mellon University |
| Matthew vonAllman | Ph.D. Student | Northwestern University |
| Judy Xie | Ph.D. Student in Environmental Policy and Process Systems Engineering | Imperial College London |
| Lily Xu | Ph.D. Student in Computer Science | Harvard University |