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Climate‐change refugia: biodiversity in the slow lane

2020, Frontiers in Ecology and the Environment

A nthropogenic climate change is predicted to impose an assortment of dramatic effects on society and ecosystems across the globe, prompting resource managers to look for place-based solutions to minimize associated biodiversity losses. The identification, protection, and management of climate-change refugia-generally defined as areas relatively buffered from contemporary climate change (see WebPanel 1 for a glossary of specialist terms)-has increasingly been proposed as a focus of climate adaptation actions to support the persistence of species, communities, and ecosystems, as well as sociocultural values (Keppel et al. 2015; Morelli et al. 2016). Since the refugia concept was first explored in a modern climate-change adaptation context (Ashcroft 2010; Dobrowski 2011; Keppel et al. 2012), technological and theoretical advances, as well as better recognition of practical applications (Anderson et al. 2014; Suggitt et al. 2018), have created more nuanced ways to identify and conserve these areas (Keppel et al. 2015; Morelli et al. 2016). Here, we explain not only how conservation strategies that focus on climate-change refugia increasingly incorporate ecological complexity, including issues of scale and the spectrum of climate-change vulnerability, but also how to consider objectives for climate-change refugia beyond their original static definition. The papers included in this Special Issue discuss how this burgeoning area of study is focused on improving conservation in the face of climate change. We take an inclusive view of climate-change refugia that recognizes the simultaneous importance of conservation in place ("in situ") and beyond ("ex situ") (Figure 1). Conservation of in situ refugia can help ensure some continuation of ecosystem services in the near term and preserve unique biodiversity (Keppel et al. 2015). Anticipatory planning for ex situ refugia recognizes, for example, the value of locations outside of a species' current native range that act as "stepping-stones", aiding long-term efforts to help species track their climatic niche by means of

228 C L IM ATE -C H A N G E R E F UG I A Climate-change refugia: biodiversity in the slow lane Toni Lyn Morelli1*, Cameron W Barrows2, Aaron R Ramirez3, Jennifer M Cartwright4, David D Ackerly5, Tatiana D Eaves6, Joseph L Ebersole7, Meg A Krawchuk8, Benjamin H Letcher9, Mary F Mahalovich10, Garrett W Meigs8, Julia L Michalak11, Constance I Millar12, Rebecca M Quiñones13, Diana Stralberg14, and James H Thorne15 Climate-change adaptation focuses on conducting and translating research to minimize the dire impacts of anthropogenic climate change, including threats to biodiversity and human welfare. One adaptation strategy is to focus conservation on climate-change refugia (that is, areas relatively buffered from contemporary climate change over time that enable persistence of valued physical, ecological, and sociocultural resources). In this Special Issue, recent methodological and conceptual advances in refugia science will be highlighted. Advances in this emerging subdiscipline are improving scientific understanding and conservation in the face of climate change by considering scale and ecosystem dynamics, and looking beyond climate exposure to sensitivity and adaptive capacity. We propose considering refugia in the context of a multifaceted, long-term, network-based approach, as temporal and spatial gradients of ecological persistence that can act as “slow lanes” rather than areas of stasis. After years of discussion confined primarily to the scientific literature, researchers and resource managers are now working together to put refugia conservation into practice. Front Ecol Environ 2020; 18(5):228–234,doi:10.1002/fee.2189 A nthropogenic climate change is predicted to impose an assortment of dramatic effects on society and ecosystems across the globe, prompting resource managers to look for In a nutshell: • Climate-change refugia can serve as a “slow lane”, in that their relative buffering from climate change can protect native species and ecosystems from the negative effects of climate change in the short term, and provide longerterm havens from climate impacts for biodiversity and ecosystem function • Climate-change refugia can be identified and managed by evaluating ecological complexity, scale, and species traits as well as climate and landscape factors • Natural resource managers now have theory, guidance, and concrete examples to apply the refugia concept in practice 1 Northeast Climate Adaptation Science Center, US Geological Survey (USGS), Amherst, MA *([email protected]); 2Center for Conservation Biology, University of California–Riverside, Riverside, CA; 3Department of Biology and Environmental Studies, Reed College, Portland, OR; 4Lower Mississippi–Gulf Water Science Center, USGS, Nashville, TN; 5Department of Integrative Biology and Department of Environmental Science, Policy, and Management, University of California–Berkeley, Berkeley, CA; 6Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, MD; 7 Pacific Ecological Systems Division, Office of Research and Development, US Environmental Protection Agency, Corvallis, OR; 8Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR; 9Conte Anadromous Fish Laboratory, USGS, Turners Falls, MA; 10Northern, Rocky Mountain, Southwestern, (continued on last page) place-based solutions to minimize associated biodiversity losses. The identification, protection, and management of climate-change refugia – generally defined as areas relatively buffered from contemporary climate change (see WebPanel 1 for a glossary of specialist terms) – has increasingly been proposed as a focus of climate adaptation actions to support the persistence of species, communities, and ecosystems, as well as sociocultural values (Keppel et al. 2015; Morelli et al. 2016). Since the refugia concept was first explored in a modern climate-change adaptation context (Ashcroft 2010; Dobrowski 2011; Keppel et al. 2012), technological and theoretical advances, as well as better recognition of practical applications (Anderson et al. 2014; Suggitt et al. 2018), have created more nuanced ways to identify and conserve these areas (Keppel et al. 2015; Morelli et al. 2016). Here, we explain not only how conservation strategies that focus on climate-change refugia increasingly incorporate ecological complexity, including issues of scale and the spectrum of climate-change vulnerability, but also how to consider objectives for climate-change refugia beyond their original static definition. The papers included in this Special Issue discuss how this burgeoning area of study is focused on improving conservation in the face of climate change. We take an inclusive view of climate-change refugia that recognizes the simultaneous importance of conservation in place (“in situ”) and beyond (“ex situ”) (Figure 1). Conservation of in situ refugia can help ensure some continuation of ecosystem services in the near term and preserve unique biodiversity (Keppel et al. 2015). Anticipatory planning for ex situ refugia recognizes, for example, the value of locations outside of a species’ current native range that act as “stepping-stones”, aiding long-term efforts to help species track their climatic niche by means of © 2020 The Authors. Frontiers in Ecology and the Environment published by Wiley Periodicals LLC on behalf of the Ecological Society of America. Advances in refugia science passive or assisted migration. Climate-change refugia could also protect sociocultural and physical resources (Morelli et al. 2016), although that is not a focus of this Special Issue. Given that they buffer species and ecosystems from the effects of climate change, refugia can be considered a “slow lane” for resident biodiversity and ecosystem function, embedded within faster climatic changes occurring in the broader landscape or region (Figure 2). As such, climate-change refugia can help to safeguard constituent species and ecosystems for long periods of time; however, they can also be transient, being only lightly or temporarily decoupled from changes experienced in the surrounding landscape (McLaughlin et al. 2017). For example, certain freshwater springs have served as refugia through major eco-climatic changes (eg landscape changed from wetlands to deserts) for millennia, whereas most refugial springs are likely to be relatively transient (Cartwright et al. 2020). Although all refugia are temporary for their resident species and ecosystem on a long enough timescale, they can provide buffered areas into which the next species or ecosystem can transition. From a conservation management perspective, climatechange refugia represent potential opportunities to retain biodiversity and ecosystem function in a rapidly changing environment. Numerous challenges remain in identifying these refugia at multiple scales, and in mobilizing a shift in natural resource priorities to ensure that they receive necessary protection on the ground and over useful time spans. In recent years, climate-change refugia science has progressed on several fronts, with methodological advances that have moved the research beyond a narrow focus mostly limited to local-scale, terrain-based protection from climate exposure. Incorporating ecological complexity Beyond local Climate-change refugia exist along spatial and temporal continuums (Figure 3; Keppel and Wardell-Johnson 2015), ranging from regional scales (where macrorefugia can facilitate ecosystem persistence over centuries and even millennia), to landscape and local scales (where microrefugia can maintain particular species and communities for years and decades), to “hyper-local” scales (where refuges can provide temporary shelter for individuals) (Fey et al. 2019). In addition, disturbance refugia (WebPanel 1) can delay ecosystem transitions for decades or longer (Krawchuk et al. 2020). For conservation planning purposes, researchers recommend integrating environmental metrics targeting a range of refugia types (Ashcroft 2010) and scales (Carroll et al. 2017; Michalak et al. 2020). Climate-based (ie coarse-filter, broadscale) macrorefugia can be identified by locating places with low climate-change exposure (Game et al. 2011; Belote et al. 2018) or low climate velocity (speed and direction needed to maintain the same climate conditions; Loarie et al. 2009; Hamann et al. 2015), indicating analogous climatic conditions CL IMAT E- CHANGE REF U G IA 229 Figure 1. The diverse and expanding terminology of climate refugia, with similar terms grouped by color (see WebPanel 1 for definitions). either are retained in place or remain in close proximity to their historical locations (Carroll et al. 2017). Species distribution models can then identify regions with high speciesspecific (ie fine-filter) refugia potential (Stralberg et al. 2018). Downscaled global climate models project future conditions at a relatively coarse (~1–10 km) resolution (Willis and Bhagwat 2009; Stralberg et al. 2018; Michalak et al. 2020) and as such might underestimate refugia potential by overlooking microrefugia (Ashcroft 2010; Dobrowski 2011). Incorporating information from a suite of environmental diversity metrics based primarily on relatively fine-resolution (ie 100 m) topographic data can help detect regions with high topographic complexity and therefore high potential for harboring microrefugia (Carroll et al. 2017). In some cases, the areal extent of individual refugia may not be large enough to support subpopulations or populations, but these sites can maintain persistence over time when connected to one another and to protected nonrefugial areas (Keeley et al. 2018). For instance, highly mobile species such as salmon or migratory butterflies might require networks of small, temporary refuges from exposure. While these might be insufficient on their own in sustaining populations in the face of climate change, such features can play a critical supplemental role in supporting overall climate-change refugia for mobile species (Ebersole et al. 2020). Ultimately, combining complementary approaches to identifying refugia that operate at different scales and target different ecological processes will produce a more robust assessment of climate-change refugia potential than relying on a single approach or scale (Michalak et al. 2020). Front Ecol Environ doi:10.1002/fee.2189 230 C L IM ATE -C H A N G E R E F UG I A TL Morelli et al. and ice known as rock glaciers. Such “ecosystem-protected” refugia – where ecosystem processes provide buffering against climate change – might be particularly important as the magnitude of climate change exceeds the buffering capacity of terrain-mediated refugia (Stralberg et al. 2020). Beyond exposure Refugia have traditionally been considered as locations that could protect species, communities, and ecosystems from exposure to climate change, primarily focusing on increases in average temperature, but recent studies have evaluated more complex climate stressor gradients, including moisture, snowpack, stream flow rate and timing, extreme events, and disturbance (Reside et al. 2014; Krawchuk et al. 2020). “Disturbance refugia” Figure 2. Climate-change refugia create a “slow lane” that enables the long-term persistence are locations that are disturbed less severely of species, communities, and ecosystems despite climate change. As the climate changes over or frequently than the surrounding landtime, both sites (depicted as blue-outlined polygons) ultimately transition from moose (Alces scape. In forested ecosystems, the overlap alces) to white-tailed deer (Odocoileus virginianus) habitat. However, the bottom site transitions of multiple disturbances can lead to degmore slowly; by allowing resident moose to remain within their climate niche longer, the bot- radation of refugia function in some cases, tom site serves as a refugium for moose. In the near term, prioritization and protection of refu- but resistance to change in others (Krawchuk gial locations are key management strategies for selected focal species. In the long term, as et al. 2020). climate changes exceed the climatic tolerances of the initial focal species, refugial locations In addition to exposure, differences in other can be managed for transition to other climate-vulnerable species, such as elk (Cervus aspects of climate-change vulnerability, includcanadensis). Symbols courtesy of the Integration and Application Network, University of ing how species respond to climate change Maryland Center for Environmental Science (www.ian.umces.edu/symbols). (sensitivity) and the ability of any individual species to adapt (adaptive capacity), will have a Beyond terrain substantial influence on the location and duration of refugia functionality (Stralberg et al. 2018; Michalak et al. 2020), as Initial descriptions of refugia focused on climatic mechanisms, well as the capacity for communities and ecosystems to persist mediated by terrain. Refugia are therefore traditionally charand function. For instance, springs that have flow diminished acterized as being decoupled from regional climates and tied by climate change but do not desiccate could be refugia for to local meteorological phenomena driven by physical terrain some species (eg plants from the surrounding landscape trackcharacteristics (Ashcroft 2010; Dobrowski 2011; Keppel et al. ing soil moisture) but not for others (eg obligate aquatic inver2012). Many velocity-based macrorefugia metrics heavily tebrates) (Cartwright et al. 2020). In addition, evidence emphasize regions with complex terrains (Carroll et al. 2017; suggests that species living in landscapes with historically Michalak et al. 2020), although methods have been developed rapid climatic changes have evolved to be less sensitive to those to adjust algorithms to identify topography in relatively flat changes (Sandel et al. 2011). Bringing these ideas together, terrains (Anderson et al. 2014). However, other physical and Ackerly et al. (2020) explore the relationships between regional ecological factors beyond terrain contribute to the creation and local landscape distributions, linking climatic niche and and persistence of refugia (Millar and Westfall 2019; Stralberg distributions along topographic gradients to species’ projected et al. 2020). Hydrologic microrefugia can be produced not sensitivity to climate change. only by topography and soil, which are relatively well-mapped, but also by subsurface hydrogeological structures and processes that are often poorly understood (eg complex groundMethodological advances water flow paths linking recharge zones to surface discharge as springs; Cartwright et al. 2020). In addition, ecological Considerable advances in modeling and validation have been interactions and eco-hydrological processes can confer addimade over the past decade of research on refugia. Better tional resistance to change in systems like beaver (Castor data, models, and validation (Ashcroft et al. 2012; Franklin spp)-engineered landscapes, intertidal wetlands, boreal peatet al. 2013; Anderson et al. 2014; Suggitt et al. 2018; Ebersole lands, and montane uplands dominated by mixtures of rock et al. 2020; Thorne et al. 2020) are improving the spatial Front Ecol Environ doi:10.1002/fee.2189 Advances in refugia science CL IMAT E- CHANGE REF U G IA 231 resolution at which climate-change refugia may be identified, as well as the capacity for testing spatial hypotheses on landscape features (Morelli et al. 2017; Barrows et al. 2020). For example, combining satellite-based mapping or intensive field sampling with climate projections can provide the basis for in situ assessments of climate exposure to identify areas of persistence for vegetation (“vegetative refugia”; Schut et al. 2014; Thorne et al. 2020) and hydrologic integrity (Cartwright et al. 2020) at watershed to ecoregional scales. From management implications to management applications Resource managers will require innovative strategies to counteract climate-change impacts and better ensure conservation project success, particularly methods that improve communication between themselves, scientists, and decision makers (Enquist et al. 2017). Climatechange refugia conservation is poised to shift Figure 3. At regional scales, macrorefugia can facilitate ecosystem persistence over centuries from planning, which is based on general and even millennia. At landscape and local scales, microrefugia can maintain selected species recommendations, to implementing spatially and communities for similar lengths of time. At shorter time scales (days to years), hyper-local explicit actions addressing site-specific condi- refuges can provide temporary shelter for individual organisms. tions and network connectivity. Effective management will consider climate-change effects at both large update refugia identification as climate-change projections (eg metapopulation, species ranges) and small (eg individual are refined. For instance, the US Forest Service is incorpoorganism) scales that govern adaptive responses to changes rating projections of vegetative climate refugia locations into in the environment and in management practices (Opdam restoration planning for areas affected by the 2014 King Fire and Wascher 2004). in California (Thorne et al. 2020). Likewise, The Nature In recent years, several tangible examples of refugia conConservancy has led a proactive planning initiative that servation practices have emerged (Beller et al. 2019). Morelli focuses on principles of ecological resilience and protection et al. (2016) established the Climate Change Refugia of topographically and geologically diverse landscapes Conservation Cycle (CCRCC), which lays out steps for oper(Anderson et al. 2014). ationalizing the climate-change refugia management conLooking to the future, monitoring of climate-change refucept. The first steps – identifying management objectives gia will become increasingly important for tracking the and assessing resource vulnerability – are widely incorporesponses of species, ecosystems, and other resources. rated into climate-change adaptation (Stein et al. 2013). The Monitoring can be used to detect new threats (Heller and next step, which is unique to climate-change refugia manZavaleta 2009; Reside et al. 2018), validate projected change agement, involves the mapping and ideally the validation of (Morelli et al. 2017), and identify threshold conditions refugia using physical and biological data. For example, beyond which refugia could lose their functionality and Ebersole et al. (2020) describe current efforts by US state become ecological traps, which reduce fitness instead of and federal agencies to integrate streamflow, water temperaincreasing persistence (Morelli et al. 2012). Managers will ture, and interannual patterns of fish distribution to map benefit from systematic, continuous monitoring that spans and evaluate potential climate-change refugia for coldwater large spatial scales and time frames of climate and ecological fish species. The final steps include selecting and impledynamics in areas of particular interest (eg reference sites) menting actions to protect the identified refugia, and moniand will require dedicated funding. Alternatively, efforts that toring outcomes. Successful application of the CCRCC may harness unconventional sources of personnel, such as citizen require (1) modification of prioritization frameworks, (2) scientists (eg Barrows et al. 2020), may provide additional evaluation of alternative management actions, (3) a commitmeans of conducting standardized, large-scale monitoring ment to systematic monitoring, and (4) the capacity to when funding is scarce. Front Ecol Environ doi:10.1002/fee.2189 232 C L IM ATE -C H A N G E R E F UG I A Scales of management Conceptualizing climate-change refugia as temporal and spatial gradients of ecological persistence – rather than discrete points of stasis (Hobbs et al. 2009; Keppel et al. 2015) – may improve how resource managers identify and protect them. Different components of biodiversity will respond to climate change at different rates (Hannah et al. 2014); monitoring how species shift along climate gradients will reveal their relative risk of local or global extinction (Keppel and Wardell-Johnson 2015). This shift in focus, from stasis to slow change, recognizes the magnitude of anticipated climatic changes, that management intensity may need to increase over time in order to maintain current ecosystem functions, and that changes to management goals may also be necessary. Although adaptive management provides a process for shifting management goals, the time required to complete management activities, from planning to project implementation, might be outpaced by ecological responses on the ground. However, by adopting a climate-change refugia gradient perspective, coupled with an adequate monitoring program, resource managers will be better positioned to anticipate and keep pace with rapid change. Frameworks that enable agencies to collaborate in planning and permitting to address a suite of common ecological responses rather than on a project-by-project basis are especially needed. One way forward is to designate climate-change refugia at local scales (Opdam and Wascher 2004) that exist within landscapes of more general conservation priority (Lawler 2009). For example, the California Department of Fish and Wildlife is using locations of vegetative climate refugia within the range of a suite of vertebrate species to embed climate risk in land management and regulatory considerations (Thorne et al. 2020). Persistence/resistance versus transition/transformation Climate-change refugia conservation has primarily been invoked as a resistance strategy in the context of climatechange adaptation (Millar et al. 2007). Although applicable for resources of particularly high value, we suggest that the scope of management of refugia be expanded. First, unlike natural historical climate cycles, contemporary climate change is probably unidirectional within a societally relevant time frame, barring ambitious political and technological advancements. It is likely that Earth will continue to warm; that precipitation patterns will shift and exhibit escalating extremes at seasonal and annual scales; and that disturbances such as fire, insects, and disease will become even more widespread, frequent, and intense. Therefore, apart from the small fraction of refugia that are fully decoupled, climate-change refugia for most current resident species or other resources are only temporary (Morelli et al. 2016; Ackerly et al. 2020). Second, managing places to maintain stability at all costs can in some circumstances lead to unintended consequences (Millar and Stephenson 2015), for instance where native Front Ecol Environ doi:10.1002/fee.2189 TL Morelli et al. species become increasingly stressed and vulnerable to extensive mortality given an extreme weather event or disturbance. Finally, taking a more broad-scale/network approach could create opportunities for species, ecosystems, and other resources that will soon be the next most vulnerable, as well as those whose distributions are shifting spatially (Figure 2). In this way, conservation strategies could focus on climate-change refugia as places that may be the least affected by climate change into the future (ie the “slow lane”). These places can therefore act as stepping-stones (Hannah et al. 2014) to suitable habitats, or as “evolutionary incubators” by allowing time for genetic adaptation to occur, a factor that is of great concern given the rapidity of climate change (Jump and Peñuelas 2005; Hoffmann and Sgrò 2011). This tactic calls for greater focus on slow lane “hold-outs” (Hannah et al. 2014) that provide transitional or “relative” refugia value (McLaughlin et al. 2017) and help to buy time for species and ecological communities. We suggest that an effective climate adaptation strategy must encompass targets that are spatially diverse, temporally dynamic, and multifaceted. Climate-change refugia can be managed with a network approach, considering temporary refugia for residents as well as resource transitions and even future refugia for species, communities, and ecosystems previously occurring elsewhere. The result could be novel community assemblages created by the loss of certain species or the gain of others that might lead to ecological replacement, as has happened in the past (Jackson and Overpeck 2000). However, in the context of maintaining ecosystem services in an era of continuous directional change, this dynamic network approach could help achieve conservation objectives (Millar and Stephenson 2015). Conclusions As the effects of climate change accelerate, climate-change refugia provide a slow lane to enable persistence of focal resources in the short term, and transitional havens in the long term. Planned wisely, they can serve as stepping-stones for multiple species as climates continue to change. This subdiscipline of climate-change adaptation can generate practical recommendations for resource managers, inform guidance on incorporating ecological complexity at multiple scales considering all aspects of vulnerability, and encourage solutions coproduced by researchers and practitioners. Far from being merely static preserves where species are managed to resist change, climate-change refugia networks can be designed to accommodate changing climates as environments transition to new states. Acknowledgements Publication of this Special Issue was funded by the US Department of the Interior National, Northeast, and Northwest Climate Adaptation Science Centers. This paper Advances in refugia science was supported by logistic support from the University of California–Berkeley and funding from the Wilburforce Foundation to DS. We thank G Schuurman for feedback that improved this manuscript. The views expressed in this article are those of the authors and do not necessarily represent the views or policies of the US Environmental Protection Agency or the other agencies. Any use of trade, product, or firm names is for descriptive purposes only and does not imply endorsement by the US Government. References Ackerly DD, Kling MM, Clark ML, et al. 2020. Topoclimates, refugia, and biotic responses to climate change. Front Ecol Environ 18: 288–97. Anderson MG, Clark M, and Sheldon AO. 2014. Estimating climate resilience for conservation across geophysical settings. Conserv Biol 28: 959–70. Ashcroft MB. 2010. Identifying refugia from climate change. J Biogeogr 37: 1407–13. Ashcroft MB, Gollan JR, Warton DI, and Ramp D. 2012. A novel approach to quantify and locate potential microrefugia using topoclimate, climate stability, and isolation from the matrix. Glob Change Biol 18: 1866–79. Barrows CW, Ramirez AR, Sweet LC, et al. 2020. Validating climatechange refugia: empirical bottom-up approaches to support management actions. Front Ecol Environ 18: 298–306. Beller E, Spotswood E, Robinson A, et al. 2019. Building ecological resilience in highly modified landscapes. BioScience 69: 80–92. Belote RT, Carroll C, Martinuzzi S, et al. 2018. Assessing agreement among alternative climate change projections to inform conservation recommendations in the contiguous United States. Sci Rep-UK 8: 9441. Carroll C, Roberts DR, Michalak JL, et al. 2017. Scale-dependent complementarity of climatic velocity and environmental diversity for identifying priority areas for conservation under climate change. Glob Change Biol 23: 4508–20. Cartwright JM, Dwire KA, Freed Z, et al. 2020. Oases of the future? Springs as potential hydrologic refugia in drying climates. Front Ecol Environ 18: 245–53. Dobrowski SZ. 2011. A climatic basis for microrefugia: the influence of terrain on climate. Glob Change Biol 17: 1022–35. Ebersole JL, Quiñones RM, Clements S, and Letcher BH. 2020. Managing climate refugia for freshwater fishes under an expanding human footprint. Front Ecol Environ 18: 271–80. Enquist CAF, Jackson ST, Garfin GM, et al. 2017. Foundations of translational ecology. Front Ecol Environ 15: 541–50. Fey SB, Vasseur DA, Alujević K, et al. 2019. Opportunities for behavioral rescue under rapid environmental change. Glob Change Biol 25: 3110–20. Franklin J, Davis FW, Ikegami M, et al. 2013. Modeling plant species distributions under future climates: how fine scale do climate projections need to be? Glob Change Biol 19: 473–83. Game ET, Lipsett-Moore G, Saxon E, et al. 2011. Incorporating climate change adaptation into national conservation assessments. Glob Change Biol 17: 3150–60. CL IMAT E- CHANGE REF U G IA 233 Hamann A, Roberts DR, Barber QE, et al. 2015. Velocity of climate change algorithms for guiding conservation and management. Glob Change Biol 21: 997–1004. Hannah L, Flint L, Syphard AD, et al. 2014. Fine-grain modeling of species’ response to climate change: holdouts, stepping-stones, and microrefugia. Trends Ecol Evol 29: 390–97. Heller NE and Zavaleta ES. 2009. Biodiversity management in the face of climate change: a review of 22 years of recommendations. Biol Conserv 142: 14–32. Hobbs RJ, Higgs E, and Harris JA. 2009. Novel ecosystems: implications for conservation and restoration. Trends Ecol Evol 24: 599– 605. Hoffmann A and Sgrò C. 2011. Climate change and evolutionary adaptation. Nature 470: 479–85. Jackson ST and Overpeck JT. 2000. Responses of plant populations and communities to environmental changes of the late Quaternary. Paleobiology 26: 194–220. Jump AS and Peñuelas J. 2005. Running to stand still: adaptation and the response of plants to rapid climate change. Ecol Lett 8: 1010–20. Keeley ATH, Basson G, Cameron DR, et al. 2018. Making habitat connectivity a reality. Conserv Biol 32: 1221–32. Keppel G and Wardell-Johnson GW. 2015. Refugial capacity defines holdouts, microrefugia and stepping-stones: a response to Hannah et al. Trends Ecol Evol 30: P233–34. Keppel G, Mokany K, Wardell-Johnson GW, et al. 2015. The capacity of refugia for conservation planning under climate change. Front Ecol Environ 13: 106–12. Keppel G, Van Niel KP, Wardell-Johnson GW, et al. 2012. Refugia: identifying and understanding safe havens for biodiversity under climate change. Global Ecol Biogeogr 21: 393–404. Krawchuk MA, Meigs GW, Cartwright JM, et al. 2020. Disturbance refugia within mosaics of forest fire, drought, and insect outbreaks. Front Ecol Environ 18: 235–44. Lawler JJ. 2009. Climate change adaptation strategies for resource management and conservation planning. Ann NY Acad Sci 1162: 79–98. Loarie SR, Duffy PB, Hamilton H, et al. 2009. The velocity of climate change. Nature 462: 1052. McLaughlin BC, Ackerly DD, Klos PZ, et al. 2017. Hydrologic refugia, plants, and climate change. Glob Change Biol 23: 2941–61. Michalak JL, Stralberg D, Cartwright JM, and Lawler JJ. 2020. Combining physical and species-based approaches improves refugia identification. Front Ecol Environ 18: 254–60. Millar CI and Stephenson NL. 2015. Temperate forest health in an era of emerging megadisturbance. Science 349: 823–26. Millar CI and Westfall RD. 2019. Geographic, hydrological, and climatic significance of rock glaciers in the Great Basin, USA. Arct Antarct Alp Res 51: 232–49. Millar CI, Stephenson NL, and Stephens SL. 2007. Climate change and forests of the future: managing in the face of uncertainty. Ecol Appl 17: 2145–51. Morelli TL, Daly C, Dobrowski SZ, et al. 2016. Managing climate change refugia for climate adaptation. PLoS ONE 11: e0159909. Morelli TL, Maher S, Lim MCW, et al. 2017. Climate change refugia and habitat connectivity promote species persistence. Climate Change Responses 4: 8. Front Ecol Environ doi:10.1002/fee.2189 234 C L IM ATE -C H A N G E R E F UG I A Morelli TL, Smith AB, Kastely CR, et al. 2012. Anthropogenic refugia ameliorate the severe climate-related decline of a montane mammal along its trailing edge. P Roy Soc B-Biol Sci 279: 4279–86. Opdam P and Wascher D. 2004. Climate change meets habitat fragmentation: linking landscape and biogeographical scale levels in research and conservation. Biol Conserv 117: 285–97. Reside AE, Butt N, and Adams VM. 2018. Adapting systematic conservation planning for climate change. Biodivers Conserv 27: 1–29. Reside AE, Welbergen JA, Phillips BL, et al. 2014. Characteristics of climate change refugia for Australian biodiversity. Austral Ecol 39: 887–97. Sandel B, Arge L, Dalsgaard B, et al. 2011. The influence of late Quaternary climate-change velocity on species endemism. Science 334: 660–64. Schut AGT, Wardell-Johnson GW, Yates CJ, et al. 2014. Rapid characterisation of vegetation structure to predict refugia and climate change impacts across a global biodiversity hotspot. PLoS ONE 9: e82778. Stein BA, Staudt A, Cross MS, et al. 2013. Preparing for and managing change: climate adaptation for biodiversity and ecosystems. Front Ecol Environ 11: 502–10. Stralberg D, Arseneault D, Baltzer JL, et al. 2020. Climate-change refugia in boreal North America: what, where, and for how long? Front Ecol Environ 18: 261–70. Stralberg D, Carroll C, Pedlar JH, et al. 2018. Macrorefugia for North American trees and songbirds: climatic limiting factors and Front Ecol Environ doi:10.1002/fee.2189 TL Morelli et al. multi-scale topographic influences. Global Ecol Biogeogr 27: 690–703. Suggitt AJ, Wilson RJ, Isaac NJB, et al. 2018. Extinction risk from climate change is reduced by microclimatic buffering. Nat Clim Change 8: 713–17. Thorne JH, Gogol-Prokurat M, Hill S, et al. 2020. Vegetation refugia can inform climate-adaptive land management under global warming. Front Ecol Environ 18: 281–87. Willis KJ and Bhagwat SA. 2009. Biodiversity and climate change. Science 326: 806–07. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. Supporting Information Additional, web-only material may be found in the online version of this article at http://onlinelibrary.wiley.com/doi/10. 1002/fee.2189/suppinfo and Intermountain Regions, US Department of Agriculture (USDA) Forest Service, Moscow, ID; 11School of Environmental and Forest Sciences, University of Washington, Seattle, WA; 12Pacific Southwest Research Station, USDA Forest Service, Albany, CA; 13Massachusetts Division of Fisheries and Wildlife, Westborough, MA; 14Department of Renewable Resources, University of Alberta, Edmonton, Canada; 15Department of Environmental Science and Policy, University of California–Davis, Davis, CA