Table 1 Key themes and focal areas of PODs and related risk analysis products, along with relevant publications

Guiding frameworks

Risk management; socioecological systems; boundary spanning

Davis et al. (2021), Dunn et al. (2017, 2020), Stratton (2020), Thompson et al. (2016a, b, 2018a, 2019)

Analytics, modeling, and planning

Fire control opportunity; suppression difficulty; responder hazard; fire impacts

Dunn et al. (2019), Gannon et al. (2020), O’Connor et al. (2016, 2017), Rodríguez y Silva et al. (2020), Thompson et al. (2016c, 2018b, 2020, 2021)

Optimization and prioritization

Values and objectives; forest and rangeland restoration; fuel treatment strategy; incident response strategy

Hogland et al. (2021), Metlen et al. (2021), Thompson et al. (2017), Wei et al. (2018, 2019, 2021), Wollstein et al. (2022)

Iterative improvement from user feedback

Practitioner feedback; incident summaries; informational documents and overviews; third-party assessment

Caggiano et al. (2019, 2020, 2021), Calkin et al. (2021), Greiner et al. (2020), O’Connor and Calkin (2019), Schultz et al. (2021)