Antonia Hadjimichael is an interdisciplinary scientist with interests ranging from water resources planning to human-environment interactions. More broadly, she is specifically interested in the role of uncertainty in these domains. Her toolkit includes many-objective evolutionary optimization, machine learning, visual analytics, and high-performance computing.
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Projects
Recent Publications
Equity and modeling in sustainability science: Examples and opportunities throughout the process
Giang, A., Edwards, M. R., Fletcher, S. M., Gardner-Frolick, R., Gryba, R., Mathias, J. D., Venier-Cambron, C., Anderies, J. M., Berglund, E., Carley, S., Erickson, J. S., Grubert, E., Hadjimichael, A., Hill, J., Mayfield, E., Nock, D., Pikok, K. K., Saari, R. K., Lezcano, M. S. & Siddiqi, A. & 2 others, , Mar 26 2024, In: Proceedings of the National Academy of Sciences of the United States of America. 121, 13, e2215688121.Research output: Contribution to journal › Article › peer-review
Using Financial Contracts to Facilitate Informal Leases Within a Western United States Water Market Based on Prior Appropriation
Zeff, H., Hadjimichael, A., Reed, P. M. & Characklis, G. W., May 2024, In: Earth's Future. 12, 5, e2023EF003739.Research output: Contribution to journal › Article › peer-review
Exploring the Consistency of Water Scarcity Inferences between Large-Scale Hydrologic and Node-Based Water System Model Representations of the Upper Colorado River Basin
Hadjimichael, A., Yoon, J., Reed, P., Voisin, N. & Xu, W., Feb 1 2023, In: Journal of Water Resources Planning and Management. 149, 2, 04022081.Research output: Contribution to journal › Article › peer-review
Uncertainty in boundedly rational household adaptation to environmental shocks
Taberna, A., Filatova, T., Hadjimichael, A. & Noll, B., 2023, In: Proceedings of the National Academy of Sciences of the United States of America. 120, 44, e2215675120.Research output: Contribution to journal › Article › peer-review
Equity in Water Resources Planning: A Path Forward for Decision Support Modelers
Fletcher, S., Hadjimichael, A., Quinn, J., Osman, K., Giuliani, M., Gold, D., Figueroa, A. J. & Gordon, B., Jul 1 2022, In: Journal of Water Resources Planning and Management. 148, 7, 02522005.Research output: Contribution to journal › Review article › peer-review
Multisector Dynamics: Advancing the Science of Complex Adaptive Human-Earth Systems
Reed, P. M., Hadjimichael, A., Moss, R. H., Brelsford, C., Burleyson, C. D., Cohen, S., Dyreson, A., Gold, D. F., Gupta, R. S., Keller, K., Konar, M., Monier, E., Morris, J., Srikrishnan, V., Voisin, N. & Yoon, J., Mar 2022, In: Earth's Future. 10, 3, e2021EF002621.Research output: Contribution to journal › Comment/debate › peer-review
Planned relocation: Pluralistic and integrated science and governance
Moss, R. H., Reed, P. M., Hadjimichael, A. & Roz enberg, J., Jun 18 2021, In: Science. 372, 6548, p. 1276-1279 4 p.Research output: Contribution to journal › Review article › peer-review
Advancing Diagnostic Model Evaluation to Better Understand Water Shortage Mechanisms in Institutionally Complex River Basins
Hadjimichael, A., Quinn, J. & Reed, P., Oct 1 2020, In: Water Resources Research. 56, 10, e2020WR028079.Research output: Contribution to journal › Article › peer-review
Defining Robustness, Vulnerabilities, and Consequential Scenarios for Diverse Stakeholder Interests in Institutionally Complex River Basins
Hadjimichael, A., Quinn, J., Wilson, E., Reed, P., Basdekas, L., Yates, D. & Garrison, M., Jul 1 2020, In: Earth's Future. 8, 7, e2020EF001503.Research output: Contribution to journal › Article › peer-review
Navigating Deeply Uncertain Tradeoffs in Harvested Predator-Prey Systems
Hadjimichael, A., Reed, P. M. & Quinn, J. D., 2020, In: Complexity. 2020, 4170453.Research output: Contribution to journal › Article › peer-review
Rhodium: Python library for many-objective robust decision making and exploratory modeling
Hadjimichael, A., Gold, D., Hadka, D. & Reed, P., 2020, In: Journal of Open Research Software. 8, 293.Research output: Contribution to journal › Article › peer-review
Can Exploratory Modeling of Water Scarcity Vulnerabilities and Robustness Be Scenario Neutral?
Quinn, J. D., Hadjimichael, A., Reed, P. M. & Steinschneider, S., Nov 2020, In: Earth's Future. 8, 11, e2020EF001650.Research output: Contribution to journal › Article › peer-review
Placing ecosystem services at the heart of urban water systems management
Garcia, X., Barceló, D., Comas, J., Corominas, L., Hadjimichael, A., Page, T. J. & Acuña, V., Sep 1 2016, In: Science of the Total Environment. 563-564, p. 1078-1085 8 p.Research output: Contribution to journal › Comment/debate › peer-review
Assessing urban wastewater system upgrades using integrated modeling, life cycle analysis, and shadow pricing
Hadjimichael, A., Morera, S., Benedetti, L., Flameling, T., Corominas, L., Weijers, S. & Comas, J., Dec 6 2016, In: Environmental Science and Technology. 50, 23, p. 12548-12556 9 p.Research output: Contribution to journal › Article › peer-review
Do machine learning methods used in data mining enhance the potential of decision support systems? A review for the urban water sector
Hadjimichael, A., Comas, J. & Corominas, L., 2016, In: AI Communications. 29, 6, p. 747-756 10 p.Research output: Contribution to journal › Article › peer-review