Complications of Comparing Coefficients of Conservatism

Apologies for the nerdy subject matter in this post. I’m guessing it might be interesting to about 3% of you. For the rest of you, I tried to at least include a few pretty plant photos. I’ll try to write about something more universally interesting next time.

This is a post about the disparate ways coefficients of conservatism (C values) are assigned to plants in different places across the Central U.S. It’s not really a criticism of those variations, but more of a rumination about what those variations might tell us and a cautionary note about how to interpret floristic quality.

Lead plant and grazing cattle at the Niobrara Valley Preserve, Nebraska. This pasture is grazed every year, though at different times of the season, and receives periodic prescribed fire.

If you’re not familiar with C values, you can read more about them and floristic quality assessment (FQA) in this reprint of a 1997 publication that proposed FQA as a useful tool in Illinois. The 1997 publication by John Taft, Gerould Wilhelm, Doug Ladd, and Linda Masters built on from work by Floyd Swink and Gerould Wilhelm to build a floristic quality index. Taft et al. proposed FQA as a way to help assess “floristic integrity” or “floristic quality” in natural areas and to evaluate the effectiveness of stewardship work.

Floristic Quality Assessment has been much used and much criticized over the years. I am both a user and a critic. I appreciate it as a way to add some nuance/context to pure assessments of plant species richness (richness = the # of species present) and have applied it to some long-term monitoring efforts. In my monitoring data, though, I calculate floristic quality within a number of square meter quadrats and average those values across a site. As a result, I can look at change over time in both plant species richness and mean floristic quality (at the m2 scale) as two of many ways to evaluate a prairie and our stewardship efforts. (In case you’re wondering, the trends of the two metrics are nearly identical.)

One of my biggest concerns with FQA is that C values are assigned by botanists and there’s a lot of (necessary) subjectiveness in that process. That’s far from a unique take. However, I think the way plants are categorized highlight interesting regional/cultural differences about how we interpret “high-quality natural areas”, the effects of ecological disturbances, and how we define ecological degradation – and that’s actually what this post is about.

Dotted gayfeather has a c value of 5 in Kansas and Nebraska but is a 10 in Missouri and an 8 in Iowa.

If you look at the differences in the C values assigned to plant species in different states you can see what I mean. The figure below shows C values for nine plants and how broad the range of C values is between states (North and South Dakota have a combined list). These values are all publicly accessible, by the way, at universalfqa.org.

C values assigned by states (DAK = both South and North Dakota together) and the range of variation (right side) for each. Source: universalfqa.org

I’ll dive into those differences shortly. First, let’s look at the way C values are supposed to be assigned, based on the criteria in the Taft et al. publication linked above:

C value 0-1: Taxa adapted to severe disturbances, particularly anthropogenic disturbances, occurring so frequently that often only brief periods are available for growth and reproduction.

C value 2-3: Associated with somewhat more stable, though degraded, environments.

C values 4-6: These include many dominant or matrix species for several habitats; they have a high consistency of occurrence within given community types.

C values 7-8: Taxa we associate mostly with natural areas, but that can be found persisting where the habitat has been degraded somewhat.

C values 9-10: Restricted to high-quality natural areas.

Ok, now let’s consider the varying c values across states for the species listed above. Black-eyed Susan and sand dropseed are categorized by some states as, essentially, weeds that can grow anywhere there’s dirt (adapted to frequent severe disturbances). In others, they’re seen as “dominant or matrix species” and almost qualify as taxa associated “mostly with natural areas”. Is that because those two plants act differently in some states than others? Maybe. Or it could be that botanists are seeing them through very different lenses.

Black-eyed Susans in Nebraska seem to ebb and flow in abundance in response to surrounding plant competition.

Silver-leaf scurfpea and prairie violet are both easy to find at my family prairie. Most of that prairie was farmed until the early 1960s when it was planted back to (just) grasses. There are little patches of unplowed prairie scattered throughout, which lay unburned and surrounded by rowcrops for many years. After the farmed portions were planted to grass, the entire site was annually grazed, starting about 1964. That grazing wasn’t particularly conservation-focused until the last 20 years or so when I started to take over the management (which now has shifted to the open gate rotational grazing I’ve written about before).

Despite that, silver-leaf scurfpea and prairie violet are thriving at our family prairie (both are far more abundant than black-eyed Susan, interestingly). They did well in those unplowed, but grazed areas and have been moving into the adjacent grass plantings (scurfpea moved fast, violets are slower). Given that example (and I’ve seen both species in similar situations elsewhere in Nebraska) I’d argue they should both be given C values of 2 or 3 based on the above criteria. Nebraska, though, has them both at 6, which I guess I can live with, but Missouri gave the scurfpea a 9 and the violet a 10, meaning they are species found only in high quality natural areas.

Silver-leaf scurfpea seems very tolerant to relatively intense cattle grazing in Nebraska.

I want to be clear that I’m not saying the botanists that assigned these C values were dumb, or even wrong. Instead, I’m hoping to provoke some thought and discussion about this topic and point out that C values appear to be assigned very differently by different groups of botanists. That should give us great pause when trying to compare scores between states, including scores like mean C (average C value of the plants at a site) or FQA. In addition, even within a state, I think we should be looking closely and thinking carefully about how to interpret and use those scores.

Let’s see a couple more demonstrations of how differently C values are assigned between states. The graph below shows the percent of native plant species that are assigned a c value of 10 by different states across the Great Plains and Midwest.

Five states have assigned c values of 10 to 8% or less of their native plant species. Six states went the other way.

There seem to be two very different approaches – states that have given 1/5 to 1/4 of those native species a 10 and states that restrict that top value to 8% or less of those species. Why the stark difference in approach? It’s not really split between the Midwest and Great Plains, but I’m guessing it’s tied to local culture among botanists and conservationists in general.

As a final comparison, I graphed out the distribution of assigned C values across native plant species so we can compare two states – Indiana and Nebraska. Nebraska has a pretty regular bell curve to its distribution. Indiana does too, if you ignore the 24% of native species (!) with a C value of 10. It appears Nebraska considers a lot of their plants to be “matrix species” and Indiana has a lot of species they consider to be strongly tied to high quality natural areas.

Indiana and Nebraska look very different in terms of how C Values were assigned across native species. Source: universalfaq.org

I’m curious to hear what others think about this, but my suspicion is that botanists can slip into assigning values based on how easy it is to find certain plant species in the landscapes they know best. For example, soapweed/yucca is very common across much of Nebraska and Kansas, including in a lot of “degraded” prairies that have been chronically overgrazed. Cows don’t particularly like to eat it except during the winter or after a burn. So in Nebraska, it’s certainly not restricted to “high quality natural areas”. It is a species that can be difficult to eradicate – just ask some ranchers who have tried to do that.

Yucca (soapweed) in the Loess Hills of Iowa.

In Iowa and Missouri, the same yucca species is assigned a C value of 10. Is that because the kind of soil/topography conditions that favor yucca are really uncommon or because it has been extirpated from lots of sites because of poor management or other disturbances? In other words, is it sensitive to disturbances and missing from “degraded” sites? Or is it just rare because there aren’t many places with the topography and soils it needs? (These are earnest questions, by the way – I don’t know the answers.)

More to the point, the assignment of C values is based on some very loaded terminology. In particular, the words “anthropogenic disturbances”, “degraded” and “high quality” are prominent. In the paper by Taft and colleagues, there’s not much definition of either disturbance or degradation. It seems to be a “you know it when you see it” approach. That’s fine for people who see things the same way as the authors, but might be part of the reason we see such variation in c value assignment across different geographies.

Is grazing an automatic cause of degradation? By both cattle and bison? Are plants that thrive in frequently-grazed sites less conservative than those that thrive in ungrazed sites?

Also, of course, applying “anthropogenic disturbance” as a negative metric is super problematic – especially in Midwest and eastern Great Plains grasslands that originated and persist primarily because of people and their stewardship. In other words, “anthropogenic disturbance” is an integral part of those prairies, not an automatic cause of degradation. How do you think most of those fires happened prior to European colonization? (Spoiler: it wasn’t lightning.)

I could write a lot more about the conflicting and challenging criteria used to assign c values and the ways in which floristic quality can be used well and poorly, but most of that has already been covered very well by Greg Spyreas in an excellent overview. Instead, I’ll just say this: I worry that C values have sometimes been assigned to plants based, at least partly, on how excited a botanist would be to find them. We should keep that in mind as we interpret floristic quality scores.

Obviously, the way people feel about this topic and about the “quality” of habitats or species is related to how they view conservation success. Personally, I focus most on ecological resilience and how to grow and sustain that. Resilience is built on habitat size and species diversity. I’ve spent much of my career honing and popularizing restoration strategies that enlarge and reconnect habitat patches. I’ve also focused heavily on fire, grazing, and other stewardship practices that create habitat heterogeneity, and thus species diversity (of plants, animals, and other taxa).

While related, my focus is different from someone whose top priority is preventing rare species from going extinct. I don’t spend a lot of my time worrying about how to save any particular species. That’s not because I don’t care about them, but rather because I’m focused on the broader system that supports the long-term viability of all species.

Restored (replanted) prairie in Iowa, a state that has lost the vast majority of what many people would call “high quality prairie”, making it difficult to sustain populations of many prairie species without significant restoration efforts.

My particular attention toward resilience likely comes from the fact that I work mostly in Nebraska, where we still have a lot of prairie (about half of the state is in some kind of grassland cover). We have rare and at-risk species, but we also have a lot of prairie habitat to work with, especially compared to places like Illinois, for example, or some other states in the Midwest. That gives us a different perspective from each other, which understandably leads to different objectives and strategies.

And that brings us back to C values and how they’re assigned, used, and interpreted.

There are lots of people doing terrific conservation work, and among us, we represent a broad variety of perspectives and biases. Because of that, we vary in the way we view and measure conservation success. We also vary in the way we assign value to species and habitats. None of that is bad. It does, however, mean we shouldn’t work in silos.

I’ve learned a tremendous amount from site visits and/or discussions with friends and colleagues in all the states I’ve discussed here. Their perspectives have influenced mine, and I hope the reverse has been true as well. I think that assigning conservatism values to plant species can be a helpful way to interpret what we see in our respective prairies. Let’s just be careful not to rely on any single metric too much, especially metrics that are heavily influenced by cultural bias.

Photos of the Year – December 24, 2025

Quick announcement. We are hiring a land steward for the Niobrara Valley Preserve. This person will join our land management team and work with prescribed fire, cattle and bison grazing, invasive species suppression, and much more, across 56,000 acres of Sandhills prairie, woodlands, and one of the most scenic rivers in the Great Plains. It will be a lot of manual labor, but also a terrific opportunity to contribute to an innovative stewardship team looking for ways to manage for biological diversity and ecological resilience. Learn more and apply at nature.org/careers.

Well, we’ve almost made it through 2025. To say it has been an eventful year seems like a massive understatement. As I’m sure is true for many of you, I tried to manage stress and anxiety by spending time in nature – exploring with curiosity and wonder, and giving myself a break from the rest of the world for a little while. It helped.

Here are some of my favorite photographs from 2025, taken while I was out wandering (or lying on the ground) with my camera. I hope you all get some slower time in the next week or two to do things like scan through some nature photos – or whatever brings you joy and peace.

A lynx spiderling on Kentucky bluegrass in my square meter photography plot at Lincoln Creek Prairie.

The above image is one of my favorites of the year because I like the photo, but also because it was taken on the very last day of my most recent year-long square meter photography project. The 2024-2025 iteration of that effort yielded photos of about 320 different species of plants, animals, and fungi. More importantly, it was an incredibly powerful and personal project for me – even more fun and engaging than my first attempt in 2018.

Below is a brief slideshow of some of my dragonfly and damselfly photos from this year.

Bullfrogs aren’t great, ecologically, in our Platte River Prairies wetlands. They’re not considered native to the area and can have pretty serious negative impacts on populations of other frogs. Dang it, they’re sure attractive, though – especially when I manage to sneak up close enough to stare into one’s eyes without it ducking away underwater.

During the dormant season, I still go out quite a bit – especially when there’s any snow or frost to provide accents to the landscape. The slideshow below includes some of my favorite cold-weather photos.

Early mornings in the summer prairie usually include a lot of dew drops. That means wet socks and pantlegs, but the photo opportunities more than make up for that.

Canada wildrye (Elymus trachycaulus) and morning dew. The Nature Conservancy’s Platte River Prairies.

I ended up with a lot of sunflower photos this year, including several different species. The slideshow below includes just a few of these. All but the first one were taken during the same short trip to the Niobrara Valley Preserve.

I meet a lot of skepticism whenever I post photos of, or talk about cattle grazing as a tool for prairie management. I get it. Many people have only seen poor examples of cattle grazing – chronically-overgrazed sites, for example, where both wildlife and plant diversity has been lost. If that’s your experience, it’s no wonder you’re skeptical.

That’s not because cattle are bad, though. That’s bad management. I like the photo below because it helps illustrate the idea that cattle (and/or bison) grazing can be used for good, as well. Many ranchers are doing a terrific job of managing their sites in ways that make them money while maintaining diverse, resilience prairie communities. I love working with cattle on our prairies, trying to keep them fat and happy while getting their help managing plant competition and shaping habitat structure. Bison are great, too, don’t get me wrong. But cattle can be used in a lot more places today than bison can, for a number of reasons, so I think it’s important to work with and learn about both.

Cattle in Sandhills Prairie. Niobrara Valley Preserve.

At the end of May, I took a quick solo trip out to the Nebraska Panhandle for a couple days. I car camped and spent nearly all my waking hours wandering with my camera. I got some good photos, but also came back with renewed energy, ready to engage with work, family, and the rest of the world. The slideshow below has a few of my best shots from that trip.

Insects are always a favorite photo subject for me. This slideshow includes the ones I liked best from 2025.

During one trip to the Niobrara Valley Preserve this summer, a lightning storm came from the west and then skirted around us to the north, flashing all the way. I spent quite a bit of time watching it from a few different vantage points, enjoying the show and capturing some fun lightning photos.

Lightning over the prairie. Niobrara Valley Preserve.
Lightning over the Niobrara River. Niobrara Valley Preserve.

The slideshow below features pollinators I photographed in 2025.

Here is a slideshow of 2025 spider photos. There are eight photos, not 2025. 2025 is just the year they were taken in.

Speaking of dewy summer mornings, insect photography is a lot easier when my subjects are slowed and sparkly. The two hoverflies below posed very nicely for me.

I don’t take a lot of sunrise and sunset photos, at least relative to how often I’m out at that time of day. Instead, I’m usually taking advantage of that early and late-day light to photograph spiders, flowers, or something else. The slideshow below, though, includes some of the images I got by including the sun itself in the photo.

It’s hard for me to walk past a milkweed seed without stopping to admire and/or photograph it. This one was suspended near the Niobrara River this fall (the light color in the bottom half of the background is the river, with the red/brown of the far bank above it).

A lot of you probably got to see some great northern lights displays this summer. It sounds like it might be a while before those of us who don’t live in northern latitudes get a show like that again. I was lucky to get two nights when the color was great and wind was calm.

Toward the end of the year, I made several visits to Lincoln Creek Prairie, which is where my square meter photography plot was. I wasn’t visiting my plot, though. I walked right through the prairie and down to the steep, eroded banks of the creek itself to photograph floating leaves. There were many thousands of leaves, so it was a fun challenge to find compositions that were pleasing to my eye.

Thank you, as always, for any time you spend looking my photos or reading what I write about. I am constantly grateful for the audience of this blog. You’re consistently kind, even when you offer a different perspective or opinion from mine. That interaction – both through the comments and when I get a chance to meet you in person – is why I keep doing this. I love learning from all of you, and hearing that anything I write or photograph brings you joy or inspiration.

Happy Holidays and Happy New Year!