Similar Species, Divergent Futures: Rethinking Climate Indicator Species

Written by guest author Gavin Graham, summer 2025 NW CASC science communications intern

Is there a shortcut to saving species that are affected by our changing climate? For one group of Northwest Climate Adaptation Science Center-supported researchers, what started as an attempt to understand how the changing climate affects a group of threatened amphibians in the Northwest, led them to unexpected findings and insights about species management in a changing climate. These findings reveal possible pitfalls in a climate adaptation strategy that has recently been gaining traction.

A fresh NW CASC-supported study led by Washington State University researchers Sky Button and Jonah Piovia-Scott, in collaboration with the U.S. Forest Service, set forth to model how the changing climate is affecting amphibians at risk in the Pacific Northwest. Their findings, published in the journal Ecological Indicators, suggest that utilizing one species to make conservation decisions about other, similar species can be misleading for certain groups, even though the species may look the same on paper.

When there are not enough resources or time to study each species in depth, wildlife managers sometimes rely on an “indicator species” approach — studying how climate change impacts one species and generalizing those findings to a broader group of similar species, allowing for more efficient, climate-smart planning. 

Amphibians are the most threatened vertebrate class in the world. They face pressure from the effects of climate change and human interference, including habitat loss, invasive species, diseases and climate warming. The Pacific Northwest is home to more than 30 species of frogs and salamanders, making it a hotspot of amphibian diversity. Since many of these amphibians are being threatened by the impacts of a changing climate as well as other threats like invasive species and disease, researchers and wildlife managers in the Northwest are collaborating to find efficient climate adaptation strategies that can support vulnerable amphibians. When there are not enough resources or time to study each species in depth, wildlife managers sometimes rely on an “indicator species” approach — studying how climate change impacts one species and generalizing those findings to a broader group of similar species, allowing for more efficient, climate-smart planning. As Jonah describes, “It makes sense in the presence of limited resources. We’re going to use information about one species to represent another.” But the new study suggests shortcuts like this may not always work.

Top left: An adult Van Dyke’s salamander (Plethodon vandykei) found under a rock near a stream in the Willapa Hills, WA. Top right: A small larval Dicamptodon salamander, identified as Cope’s giant salamander (Dicamptodon copei) based on location in the Olympic Peninsula. Lower left: An adult Coeur d’Alene salamander (Plethodon idahoensis) found sheltering in an exploratory mineshaft near a seep in Northern ID. Lower right: A vibrant adult Rocky Mountain tailed frog (Ascaphus montanus), found navigating a mossy incline in Northern ID.
Source: Sky Button

Jonah and his team of researchers aimed to assess the impact of climate change on amphibians of high conservation concern in the Pacific Northwest. The first step was identifying which species had enough data to support the creation of species distribution models (SDMs)  — used to analyze environmental variables that are associated with suitable habitat for a species and predict what kinds of habitats will be suitable under a warmer climate. The research team selected four groundwater-dependent amphibian species, all of which are listed as Species of Greatest Conservation Need in at least one state: Rocky Mountain tailed frog, Cope’s giant salamander, Coeur d’Alene salamander, and Van Dyke’s salamander. Considered habitat specialists, these four species can only tolerate a narrow range of environmental conditions. Unfortunately, their habitats are expected to be highly impacted by changing snowmelt and precipitation under climate change. These similarities led the research team to think that these species would be impacted similarly under climate warming — that their suitable habitat would shrink under warmer conditions. Though the team initially chose the species based on their data availability, they realized that because of their similarities, the study could be a good opportunity to test the indicator species approach.

“We didn’t go into this particular project with the notion that it was about an indicator species… But we had this sort of striking result… These species seem very similar, but actually… they are not at all aligned in terms of the projected impacts of climate change.” 

The team developed species distribution models using variables including groundwater availability, temperature, precipitation, and geology, to create maps showing current habitat suitable for their four study species. Then, using climate change projections from global climate models, they generated maps showing projected habitat suitability for these species under climate change. Surprisingly, they found that the future trajectories of these species are different despite many ecological similarities. Says Jonah, “We didn’t go into this particular project with the notion that it was about an indicator species… But we had this sort of striking result… These species seem very similar, but actually… they are not at all aligned in terms of the projected impacts of climate change.”

They found that the Rocky Mountain tailed frog and Cope’s giant salamander experienced modest shifts in the amount of suitable habitat. On the other hand, the Coeur d’Alene salamander displayed a major expansion of suitable habitat under a warmer climate. Surprisingly, the closely related Van Dyke salamander, its sister species, revealed a major contraction in suitable habitat, specifically in the Washington Cascades Range.

These findings show that using one species to infer the future of others, even within similar ecological groups, may result in generalizations leading to misguided conservation efforts.

So how will this research be applied in the world? This research was designed and completed with input from the people who need it most: state and federal wildlife managers. Managers at these agencies are in charge of protecting these species, and they need accurate and current information on how to incorporate climate considerations into their conservation planning for each species. As Jonah explains, “their input is critical because they tell us what they need to know, and we try to design our research to help meet their informational needs.” Studies like these can help them identify how much of a threat climate change is to different species, and when to use, or not use, strategies like the indicator species approach. In addition, this can help organizations prioritize funding and their conservation actions, like species relocation and habitat protection, based on which amphibians are most vulnerable.

More broadly, these findings challenge the efficacy of the climate indicator approach for habitat specialists. For many habitat specialists, species-specific approaches will be needed, which will require better ecological data to understand how these often-understudied species are impacted by climate change.

As far as what’s next for Jonah, this research has sparked many new questions and ideas for future research. Jonah is interested in revising the research, expanding the modeling to include more species and more habitats. When asked about future studies, Jonah stated, “There are other threats that are critical, that would be really hard to capture using this kind of approach… a great example is disease, which is a big threat to a number of other amphibian species… We’re working on that now.” Jonah brings up an important point that incorporating other stressors, like disease, into future research can provide a more comprehensive understanding of how species cope under multiple threats. In this changing world and climate, researchers like Jonah are paving the way for more precise, climate-smart conservation strategies.

Read the paper! 

This story was written by Gavin Graham, NW CASC’s summer 2025 science communications intern. Gavin is currently an undergraduate at the University of Washington, majoring in environmental studies and minoring in business administration. Gavin can be reached at gaving4@uw.edu.


New NW CASC-Supported Study Explores Climate Impacts on Pinto Abalone in Washington

Pinto abalone was once plentiful in Washington’s waters but has declined by a shocking 97% since the early 1990s. What is causing this massive decline in population? A new Northwest Climate Adaptation Science Center-supported study, led by former NW CASC Research Fellow Eileen Bates and other researchers from University of Washington, Puget Sound Restoration Fund, and Washington Department of Fish & Wildlife explores how climate warming and ocean acidification are threatening hatchery-raised abalone in the early life stages. The findings of this research are actively helping to improve hatchery practices and locate climate-resilient restoration sites.


 2025 Tribal Climate Camp: Application Deadline Extended to Aug 3

The application deadline to attend the 2025 Tribal Climate Camp (TCC) has been extended to Aug. 3! This 5-day, intensive workshop focused on climate resilience and climate actions will be hosted by the White Earth Nation in Waubun, Minnesota, September 21-26, and is designed for Tribal delegations, preferably comprised of 3 to 5 persons from Tribal Nations and Tribal organizations.


Upcoming Webinar Series on RAD (Resist-Accept-Direct) Framework

The National Climate Adaptation Science Center is hosting a quarterly webinar series on the RAD (Resist-Accept-Direct) framework, a tool that helps resource managers make informed choices for responding to change. The series kicks off next week with the first webinar, RAD Perspectives, on July 24, 2025 at 12 pm PT.


Register for Upcoming NW RISCC Webinar on the Impacts of Temperature, Pathogens and Invasive Species on Freshwater Fishes

The Northwest Regional Invasive Species and Climate Change (NW RISCC) Network is hosting a webinar on Tuesday, July 15 at 11am PT. In this team-up style webinar, Jonny Armstrong will present NW CASC-supported research on trout, temperature, and pathogens in the Upper Klamath Basin, while Ian Tattam will discuss the Oregon Department of Fish & Wildlife’s work on non-native bass and juvenile steelhead interactions in the John Day River. 


Upcoming 6/23 Pacific Northwest June Drought & Climate Outlook Webinar

The Pacific Northwest Drought Early Warning System (DEWS) — a collaborative federal, Tribal, state, and local interagency effort to improve early warning capacity and resilience to drought in the region — will host an upcoming webinar on June 23 at 11:00 a.m. PT to provide the region’s stakeholders and interested parties with timely information on current and developing drought conditions.


Special Edition Drought Status Update for Pacific Northwest Tribal Nations

A Drought Status Update was recently issued to communicate potential areas of concern for drought expansion or development across Tribal lands within the Pacific Northwest Drought Early Warning System Region, on the basis of recent conditions and forecasts. This update was developed in partnership by the National Oceanic and Atmospheric Administration (NOAA) and the Affiliated Tribes of Northwest Indians, Northwest Climate Adaptation Science Center, Oregon Climate Service, Oregon Climate Change Research Institute, Office of the Washington State Climatologist, and Washington State Department of Ecology.


Invasive Species Science at the NW CASC

Invasive species are an ongoing focus of the NW CASC’s efforts to fund and facilitate actionable science, which have included research on more than 24 invasive species since 2011 across Northwestern habitats ranging from Puget Sound prairies to sagebrush steppe, from coastal wetlands to high elevation forests. In 2024 alone, NW CASC invested over $650,000 in research on invasive species, and the CASC program nationwide invested over $4 million.

As part of these efforts, NW CASC hosts the Northwest Regional Invasive Species and Climate Change (NW RISCC) Network, a partnership of regional agencies and organizations dedicated to helping practitioners address the nexus of climate change and invasive species, including plants, animals and pathogens. This partnership has contributed to state and local preparedness in the region by identifying priority research needs, connecting researchers with practitioners through meetings and events, and by synthesizing, summarizing, and sharing information on topics of emerging concern. You can stay up-to-date on upcoming NW RISCC events, resources and more by subscribing to the NW RISCC listserv or by visiting nwriscc.org.

As part of this issue’s Science Spotlight, we’re sharing a new, NW RISCC management brief on the invasive European Green Crab, as well as an update on recent NW CASC research addressing interacting invasive species in the Columbia River Basin.

Don’t Get Crabby, Get Proactive! Check out a New NW RISCC Management Brief on the European Green Crab

The European green crab has received significant attention for its known and potential economic, cultural, and ecological impacts in the Northwest and beyond. Check out the NW RISCC Network’s latest Management Brief for information on the ways warming temperatures are influencing this ongoing invasion and management efforts. Learn more on the NW RISCC website or download the management brief below:

INVASIVE EUROPEAN GREEN CRAB MANAGEMENT BRIEF

 

Recent NW CASC Research Addresses on Interacting Invasive Species in the Columbia River Basin

John Day River, in Oregon’s Columbia River Basin.
Source: Julian Olden

Changes in our climate not only influence how invasive species affect native species, but also how invasive species interact with each other, and how these complex interactions shape their overall impact in a landscape. Despite the climate-driven increase in multi-species invasions, many management tools are limited by their ability to account for only a single invasive species. In response to this limitation, recent NW CASC-supported research — led by University of Washington’s Julian Olden — used a case study of interacting invasive species in the Columbia River Basin to develop strategies for helping resource managers predict the ecological outcomes of multi-species invasions, evaluate tradeoffs of management strategies, and improve the resilience of freshwater ecosystems to increasing water temperatures. Olden partnered with Columbia River Inter-Tribal Fish Commission, Confederated Tribes of the Warm Springs Reservation of Oregon, Oregon Department of Fish and Wildlife, and the U.S. Fish and Wildlife Service, to understand how interactions between invasive smallmouth bass and invasive rusty crayfish are affecting spring Chinook salmon and summer steelhead in the Columbia River Basin and how to help resource managers develop strategies for minimizing their impact.

Rusty crayfish (L) and smallmouth bass (R), two invasive species threatening salmonids in the Columbia River Basin.
Source: U.S. Fish and Wildlife Service

In Oregon’s John Day River, both invasive smallmouth bass and invasive rusty crayfish directly affect salmonids by preying on juveniles, and indirectly affect salmonids through competition. These two invasive species also have a complicated relationship with each other. Adult smallmouth bass feed on rusty crayfish, while rusty crayfish feed on smallmouth bass eggs and juveniles. These dynamic interactions likely vary across the basin, depending on the water temperature, which helps determine these species’ feeding rates and other behaviors. Though these basic interactions are known, the uncertainty lies in how continued, climate-induced stream warming will influence their impact on salmonids and what strategies will be effective in managing them.

To help answer this question, the research team used a new, network version of an individual-based modeling framework, HexSim, to simulate the population dynamics of the two invasives under varying future conditions. By identifying high-risk introduction sites and predicting how invasions may play out over time, this model enables resource managers to understand different scenarios and evaluate the tradeoffs of different management actions. To learn about the findings from this recently completed project, stay tuned for an upcoming publication, which will be shared in a future issue of NW CASC Connections.

Protecting our Region from Invasive Species in a Changing Climate

This work is just one example of how the Northwest Climate Adaptation Science Center is helping our region protect culturally and economically important species from the increasing threats of invasive species in a changing climate. In our upcoming newsletters, we’ll be diving into more of NW CASC’s work on invasives species, fire and partnerships!


Now Accepting Applications! 2026 NW CASC Faculty Fellowship Program

The Northwest Climate Adaptation Science Center is now accepting applications for our 2026 Faculty Fellowship Program, which supports research related to climate adaptation in Northwest natural and cultural resource management as well as training in the principles and practices of co-producing decision-relevant science. This is a “last-mile” program that funds activities aimed at enhancing the usability of existing research for natural resource managers.