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Dive into the research topics where Emily Burchfield is active.

Publication


Featured researches published by Emily Burchfield.


winter simulation conference | 2016

Dynamics of individual and collective agricultural adaptation to water scarcity

Emily Burchfield; Jonathan M. Gilligan

Drought and water scarcity are growing challenges to agriculture around the world. Farmers can adapt through both individual and community-based collective actions. We drawon extensive field-work conducted with paddy farmers in rural Sri Lanka to study adaptations to water scarcity, including switching to less water-intensive crops, farming collectively on shared land, and individually turning to groundwater by digging wells. We explore how variability in climate affects agricultural decision-making at the community and individual levels using three types of decision-making, each characterized by an objective function: risk-averse expected utility, regret-adjusted expected utility, and prospect theory loss-aversion. We also assess how the introduction of individualized access to irrigation water with wells affects community-based drought mitigation practices. Preliminary results suggest that the growth of well-irrigation may produce sudden disruptions to community-based adaptations, but that this depends on the mental models farmers use to think about risk and make decisions under uncertainty.


Water Policy | 2015

Exploring water indices and associated parameters: a case study approach

Thushara Gunda; Laura Benneyworth; Emily Burchfield


Applied Geography | 2016

Agricultural adaptation to drought in the Sri Lankan dry zone

Emily Burchfield; Jonathan M. Gilligan


ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences | 2016

APPLICATION OF MACHINE LEARNING TO THE PREDICTION OF VEGETATION HEALTH

Emily Burchfield; John J. Nay; Jonathan M. Gilligan


Ecology and Society | 2018

The implications of group norms for adaptation in collectively managed agricultural systems: evidence from Sri Lankan paddy farmers

Arielle Tozier de la Poterie; Emily Burchfield; Amanda R. Carrico


Archive | 2017

Using R-INLA to understand institutional moderators of drought

Emily Burchfield


Archive | 2016

Dynamics of collective and individual agricultural adaptation to water scarcity

Emily Burchfield


Archive | 2016

Agricultural adaptation in the Sri Lankan Dry Zone

Emily Burchfield


Archive | 2016

Leverage machine learning to predict vegetation health

Emily Burchfield


Archive | 2016

Application of machine learning to big environmental datasets to predict vegetation health

Emily Burchfield

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Amanda R. Carrico

University of Colorado Boulder

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