Michelle A. Day’s scientific contributions

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Publications (1)


Tahoe Central Sierra Initiative study area in the Sierra Nevada, California and Nevada, United States. The area consists primarily of National Forest System lands, with the remaining area occupied by state lands and private lands.
Proportion of the forested area in the landscape (840,000 ha) occupied by each of seven resource classes used to prioritize treatments for each of two management scenarios.
Percent of hectares selected by ForSys for each of two scenarios, Fire scenario (A) and Ecosystem scenario (B), in each of seven resource classes shown in order of priority from left to right for each scenario. The number of hectares (thousands) selected in each resource class is shown above each bar. The ‘infrastructure’ class includes buildings and power lines. ‘HV Resource’ class represents all high value resources, predominantly old forests, either in moderate condition that could be improved by management, or in good condition but at risk of loss from high severity fire. Adapt, Transform, and Neutral classes reflect a combination of current conditions (poor for adapt and transform, intermediate for neutral) and the potential to improve conditions with changing climate (high, low, and intermediate, respectively).
Treatment locations selected by ForSys for each of the two scenarios, Fire scenario (A) and Ecosystem scenario (B), in the Tahoe Central Sierra Initiative landscape (California and Nevada, USA). Two levels of treatment were modeled, targeting 50% and 75% of each landscape unit in favorable condition across the landscape for each scenario. Selected areas unique and common to each scenario are indicated.
Changes in condition in areas selected for treatment by the ForSys optimization model for each of two scenarios, Fire scenario (A) and Ecosystem scenario (B), in the Tahoe Central Sierra Initiative landscape (California and Nevada, United States). Two levels of treatment were modeled, targeting 50% and 75% of each landscape unit in favorable conditions for each scenario. Landscape units differed between the two scenarios, the Fire scenario was based on Potential Operational Delineations (PODs), and the Ecosystem scenario was based on HUC-12 watersheds.

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Going slow to go fast: landscape designs to achieve multiple benefits
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April 2025

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Michelle A. Day

Introduction Growing concerns about fire across the western United States, and commensurate emphasis on treating expansive areas over the next 2 decades, have created a need to develop tools for managers to assess management benefits and impacts across spatial scales. We modeled outcomes associated with two common forest management objectives: fire risk reduction (fire), and enhancing multiple resource benefits (ecosystem resilience). Method We evaluated the compatibility of these two objectives across ca. 1-million ha in the central Sierra Nevada, California. The fire strategy focused on short-term fire risk reduction, while the ecosystem strategy focused on longer-term resilience. Treatment locations were selected using a spatial optimization model, ForSys, and each scenario was evaluated at two levels of accomplishment: 50% and 75% of each landscape unit in desired condition across the landscape. Results At the 50% threshold level, the hectares selected were complementary, with little overlap in treated areas between the fire and ecosystem scenarios. Additional hectares needed to reach the 75% threshold level, however, overlapped substantially between the two scenarios, indicating that tradeoffs are required to reach the 75% level for either objective. We then compared the ability of each scenario to contribute to their respective objectives, including individual socio-ecological outcomes (four pillars) and overall resilience based on the Framework for Resilience. The Fire scenario primarily benefited fire-risk reduction to communities in the wildland urban interface. In contrast, the Ecosystem scenario exhibited the greatest improvements in forest resilience, carbon, and biodiversity, but did not perform as well for reducing fire risk to communities. Discussion Short-term fire risk reduction and long-term resilience objectives can be complementary within a landscape, but ecosystem resilience is not a guaranteed co-benefit when fire risk reduction is the primary objective. Rather, improving ecosystem resilience cannot be achieved quickly because many desired forest conditions require both deliberate strategic action to guide the location, character, and timing of management as a disturbance agent, as well as adequate time for landscape conditions to improve and resilience benefits to be realized.

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