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Coverage of Aquatic Invasive Risk Assessment in USFS Region 6
Rebecca Flitcroft1, Jim Capurso2, Kelly Christiansen1, and Bruce Hansen1
1U.S. Forest Service Pacific Northwest Research Station
2U.S. Forest Service Region 6
[email protected] (541) 750-7346
[email protected] (503) 808-2847
[email protected] (541) 750-7421
[email protected] (541) 750-7311
New Zealand Mudsnails
Potamopyrgus antipodarum
Purple Loosestrife
Lythrum salicaria
Rusty Crayfish
Orconectes rusticus
Red Swamp Crayfish
Procambarus clarkii
Yellow Flag Iris
Iris pseudacorus
Citation: Flitcroft, R., J. Capurso, K. Christiansen, and B. Hansen. 2016. Coverage of aquatic invasive risk assessment in USFS Region 6. Report to U.S. Forest Service Region 6. Corvallis, OR: U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station.
Available from: Rebecca Flitcroft, USFS Pacific Northwest Research Station, Corvallis Forestry Sciences Laboratory, 3200 SW Jefferson Way, Corvallis OR, 97331; [email protected] (541) 750-7346
Cartography by Kelly Christiansen; Graphic design and layout by Kathryn Ronnenberg, USFS PNW Research Station.
All cover photos from Wiki Commons. New Zealand Mudsnail courtesy of U.S. Geological Survey; Purple Loosestrife courtesy of Magnus Manske; Rusty Crayfish courtesy of Carthage College of Wisconsin; Red Swamp Crayfish courtesy of Natuur12; Quagga Mussels courtesy of National Oceanic and Atmospheric Administration; Yellow Flag Iris courtesy of Joost J Bakker.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 3
Executive Summary
The management of public lands in the western US strives toward ecological sustainability and the well-
being of local communities. The restoration and conservation of economically and culturally important fishes
and other aquatic species is often focused on federally managed lands. A critical element of the stewardship
of aquatic species is the identification and eradication of aquatic invasive species. Aquatic invasive species are
known to have devastating ecological (Vitousek et al. 1997) and economic impacts (Pimentel et al. 2000) if they
are allowed to develop strongholds outside their native range.
As part of their overall aquatic monitoring program, Region 6 of the USDA Forest Service (USFS) and
the Pacific Northwest Research Station sought to evaluate how well existing, statistically rigorous monitoring
programs may represent monitoring for aquatic invasive species. To this end, watersheds in Region 6 with at least
5% USFS ownership were identified, and risk factors for aquatic invasive species were mapped. The sampling
strategy and survey watersheds visited by the Aquatic and Riparian Effectiveness Monitoring Program (AREMP)
west of the Cascade crest and the PACFISH/INFISH Biological Opinion Effectiveness Monitoring Program
(PIBO) east of the Cascade crest were utilized within the framework of USFS watersheds and aquatic invasive
risk factors. This report represents a new application of existing monitoring programs and is meant to leverage
their efforts with respect to aquatic invasive species. It is not a critique of the utility of these programs to achieve
their mandated goals.
Our evaluation found that wadeable stream sections are well-represented in the current surveys, particularly
west of the Cascade crest. Non-wadeable stream sections, which may be at highest risk for invasion by aquatic
species, are not currently well-represented by either the AREMP or PIBO survey programs. This result is not
surprising, given the focus on wadeable stream reaches by both of these survey programs.
Five recommendations that would enhance the ability of Region 6 to monitor aquatic invasive species that
emerge from this analysis are to:
1) Expand a statistically rigorous sampling program to the Fremont-Winema National Forest.
2) Augment existing statistically rigorous field sampling of the wadeable portion of river systems by using
next-generation e-DNA sampling techniques in non-wadeable stream segments.
3) Develop a regional genomic library of invasive aquatic species in Region 6 to facilitate next-generation
e-DNA sampling in non-wadeable stream segments.
4) Expand aquatic invasive species monitoring to lentic environments.
5) Explore the probability of detection of aquatic invasives with existing survey protocols.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 4
Introduction
Public lands in the western U.S. are managed for ecological sustainability and the well-being of local
communities. An important part of this mandate for managers of national forests in the Pacific Northwest is the
conservation, restoration, and recovery of aquatic habitats that support native fishes. One element of this work is
vigilance in the detection and eradication of aquatic invasive species (AIS) that have the potential to compromise
local habitats and aquatic and riparian ecosystems. Aquatic invasive species are known to have devastating
ecological (Vitousek et al. 1997) and economic impacts (Pimentel et al. 2000) if they are allowed to develop
strongholds outside their native range.
In freshwater settings, one primary agent that distributes aquatic invasive species is the boots and boats of
recreationalists (Johnson et al. 2001). This means that some of the highest-risk locations for potential invasion
by AIS are the places most frequented by anglers, boaters, and campers. This includes many locations on U.S.
national forest lands. To promote management of moving waters under the jurisdiction of the USFS, Region
6 and the Pacific Northwest Research Station have evaluated how well existing, statistically rigorous sampling
programs represent lotic environments in all Region 6 watersheds (national forests in Region 6, Figure 1), in
relation to invasion risk factors for aquatic invasive species. This evaluation includes six elements:
1. Description of current Focal Aquatic Invasive Species in Region 6, and current documentation of aquatic
invasive species in the region.
2. Description of the two statistically rigorous sampling programs in Region 6 (AREMP and PIBO). This is
not a comparison of the effectiveness of these programs; rather, it is an evaluation of how they might be
extended to answer a new monitoring question.
3. Identification of the population of interest for monitoring of aquatic invasive species.
4. Mapping risk factors for aquatic invasive species, including high-use locations (boat launches and
campgrounds) and wadeable/non-wadeable classification of streams.
5. Evaluation of the representativeness of existing, statistically rigorous monitoring activities (AREMP and
PIBO) relative to watershed characteristics that measure risk factors for aquatic invasive species.
6. Recommendations for the monitoring of areas not currently included in systematic monitoring programs,
or areas of high risk that are not adequately covered by ongoing systematic monitoring programs.
7. Recomendations for additional work necessary for applied monitoring, including probability of invasive
species detection using various methods.
Aquatic Invasive Species and Region 6
Region 6 of the USFS encompasses 17 National Forests and a National Scenic Area distributed across
the states of Oregon and Washington (Figure 1). These national forests provide recreational opportunities,
critical habitat for a variety of threatened and endangered species, and serve as the major source of municipal
and agricultural water for the Pacific Northwest (USDA Forest Service 1990). These resource demands make
monitoring of invasive species of critical management interest.
An AIS Focal Species List was established by Region 6 in 2010 and updated annually with the assistance of
regional AIS experts in state agencies and universities. The intent of the list is to be a basic catalog of invasive
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 5
species with high probability of invasion and high potential for significant environmental and economic impacts.
Twenty-four focal species of interest are currently listed for Region 6, including both lotic and lentic flora and
fauna (Table 1). The environmental characteristics necessary for the establishment and spread of each species are
varied, but all have been known to become invasive outside their natural range.
Figure 1. National forests in USDA Forest Service Region 6.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 6
Table 1. Region 6 focal aquatic invasive species list for 2016.
Type Common name Scientific name Species code
Aquatic animals
Chinese Mystery Snail Cipangopaludina chinensis CICH
Asian Clam Corbicula fl ina COFL
Zebra Mussel Dreissena polymorpha DRPO
Quagga Mussel Dreissena rostriformis bugensis DRRO
Nutria Myocaster coypus MYCO
Ringed Crayfish Orconectes neglectus ORNE
Rusty Crayfish Orconectes rusticus ORRU
Northern Crayfish Orconectes virilis ORVI
New Zealand Mudsnail Potamopyrgus antipodarum POAN
Red Swamp Crayfish Procambarus clarkii PRCL
Big Eared Radix Radix auricularia RAAU
American Bullfrog Rana catesbeiana RACA
(now Lithobates catesbeianus)
Aquatic plants
Terrestrial
Animal
Flowering Rush Butomus umbellatus BUUM
Didymo Didymosphenia geminata DIGE
Brazilian Elodea Egeria densa EGDE
Hydrilla Hydrilla verticillata HYVE
Yellow Flag Iris Iris pseudacorus IRPS
Water Primrose Ludwigia spp. LU
Garden Loosestrife Lysimachia vulgaris LYVU
Purple Loosestrife Lythrum salicaria LYSA
Nonnative milfoils Myriophyllum spp. MYSP
Yellow Floating Heart Nymphoides peltata NYPE
Common Reed Phragmites australis PHAU
Curly-leaf Pondweed Potamogeton crispus POCR
Feral swine Sus scrofa SUSC
Terrestrial plants
Garlic Mustard Alliaria petiolata ALPE
Old Man’s Beard Clematis vitalba CLVI
Japanese Knotweed Fallopia japonica FAJA
English Ivy Hedera helix HEHE
Giant Hogweed Heracleum mantegazzianum HEMA
Orange Hawkweed Hieracium aurantiacum HIAU
Yellow Archangel Lamiastrum galebdolon LAGA
Hybrid Bohemian Knotweed Polygonum x bohemicum POBO
Giant Knotweed Polygonum sachalinese POSA
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 7
H
i
m
alayan Blackberry Rubus discolor RUDI
Salt Cedar Tamarisk ramosissima TARA
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 8
Aquatic invasive species present in lotic and riparian environments have already been identified in some
locations in, or in close proximity to, USFS lands in Region 6. We mapped documented invasive aquatic animal
species in Oregon and Washington present in riparian areas or lotic environments using databases available from
the U.S. Geological Survey (USGS).1 To facilitate a comparison among species, we divided the species into two
categories (based on documented observation) and displayed them in map form. The categories were “rare” (<30
occurrences), and “common” (>30 occurrences) (Figure 2). Although they are not widely distributed among the
forests of Region 6, awareness of the presence of these species offers managers an opportunity to take the lead in
combatting their spread through early detection and rapid response with partner agencies, organizations, and
Tribes.
Aquatic Monitoring Programs—AREMP and PIBO
In much of Region 6, ad-hoc level-2 surveys2 and two statistically rigorous watershed sampling programs are
tasked to monitor stream condition. Because we are interested in how well surveys capture stream conditions
relevant for monitoring aquatic invasive species, we will focus on the two statistically rigorous sampling
programs (AREMP and PIBO). However, level-2 stream surveys may also play an important role in monitoring
for aquatic invasive species. The ad-hoc nature of the survey locations, and the absence of a consistent return
interval, makes these surveys potentially informative in finding random occurrences of aquatic invasive species,
but is not compatible with a probability-based long-term monitoring survey design or monitoring strategy.
West of the Cascade crest, in the area covered by the Northwest Forest Plan (NWFP), the Aquatic and
Riparian Effectiveness Monitoring Program (AREMP) is responsible for monitoring aquatic conditions at the
scale of the 6th-field hydrologic unit (sub-watershed), as part of an interagency forest management plan (Miller
et al. in press). East of the Cascade crest, in the drainage of the Interior Columbia River basin, the USFS’s
PACFISH/INFISH Biological Opinion Effectiveness Monitoring Program (PIBO) is responsible for assessing the
integrity of riparian and instream habitats (Kershner et al. 2004). South-central of Oregon, where the Fremont-
Winema National Forest is located, is the only portion of Region 6 in which a statistically rigorous sampling
program is not currently active. There are currently discussions about expanding PIBO sampling points onto the
Fremont-Winema National Forest. Characteristics of AREMP and PIBO are different in terms of the population
of watersheds of interest, and sample site identification.
The differences between AREMP and PIBO are relevant because we are interested in how they currently
monitor aquatic invasive species under our definitions of areas of risk. This is an assessment for the purpose of
determining the adequacy of repurposing these existing monitoring programs for detection of aquatic invasive
species. Therefore, we must be clear about what AREMP and PIBO are intended to monitor in the context of
aquatic invasive species detection using the existing designs of the respective programs.
1Note: these data are preliminary or provisional and are subject to revision. They were provided to meet the need for timely best science. The data have not received final approval by the USGS and are provided on the condition that neither the USGS nor the U.S. Government shall be held liable for any damages resulting from the authorized or unauthorized use of the data.
2Level-2 stream surveys involve field measurements of characteristics of aquatic conditions (such as substrate, gradient, water depth, etc.) along a designated length of stream (sensu Hankin and Reeves 1988).
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 9
Figure 2. Aquatic invasive species in close proximity to, or found on, USFS land. Common species were defined as having more than 30 occurrences and rare species as having fewer than 30 occurrences in data sets acquired from the U.S. Geological Survey.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 10
Although AREMP and PIBO are both intended to monitor watersheds, each program defines this monitoring
in different ways. Both programs use a spatially random sampling design (Miller et al. in press, Kershner et al.
2004, respectively) to select monitored watersheds. Both AREMP and PIBO are intended to monitor HUCs at the
6th-field scale (subwatersheds) (Miller et al. in press, Kershner et al. 2004, respectively) through the collection of
in-stream survey data that describe river geomorphology, riparian vegetation, and macroinvertebrates. Within a
selected watershed, AREMP subsamples multiple river reaches and uses the composite of conditions across
reaches to describe the watershed. In contrast, PIBO selects the reach at the lowest wadeable point in a watershed
(generally with a gradient of <4%), which is intended to be a depositional reach (characterized as low-gradient),
the idea being that the characteristics of the deposited material and geomorphology of the reach will capture
conditions throughout the watershed (Table 2). In the PIBO program, additional sites are sometimes selected in a
watershed, generally in response to the presence of grazing. However, the full suite of field sampling is not
generally done, and macroinvertebrate sampling may be omitted at these additional sites. One important mandate
of the PIBO survey program is the monitoring of federal grazing lands. To this end, this program has a strong
method for riparian vegetation inventory and a proven track record of detecting invasive terrestrial plants (Archer
et al. 2012). Likewise, AREMP has also been successful in identifying some terrestrial invasive species (Pennell
and Raggon 2016).
Table 2. Comparison of AREMP and PIBO aquatic sampling programs.
AREMP PIBO
Spatial extent Area of NW Forest Plan Interior Columbia River basin
Sample watershed 6th-field HUCs with 25% federal ownership of stream km
6th-field HUCs with 50% of watershed upstream of the study federally owned
Watershed selection Spatially random Spatially balanced random sampling design (Al-Chokhachy et al. 2013)
Sample site selection 2–9 sites randomly distributed within HUCs of interest
Lowest reach in watershed that is wadeable (gradient <4%). Additional sites may be added ad-hoc.
Return interval Varied 5 years
AIS monitoring protocol Field survey training— macroinvertebrate samples taken
Field survey training— macroinvertebrate samples taken
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 10
Sample Population and Risk Factors
Sample Population:
Statistically rigorous monitoring of lotic environments for aquatic invasive species begins by defining the
sample population. Throughout USFS Region 6, all 6th-field HUCs (USGS http://www.nrcs.usda.gov/wps/
portal/nrcs/main/national/water/watersheds/dataset/), technically defined as subwatersheds, but hereafter
referred to as watersheds, having at least 5% USFS ownership were our population of interest (this differs from
the AREMP and PIBO survey frames). A total of 2035 watersheds were identified. Of these, 1052 watersheds
were found west of the Cascade crest in the region of the NWFP, and under the monitoring aegis of AREMP
(Figure 3). Of these watersheds, 909 are part of the sample population in the AREMP program, with a total of
138 individual watersheds visited (Figure 4). A total of 983 watersheds were identified east of the Cascade crest.
Of these, 138 watersheds are found in the southernmost portion of Oregon, outside of the interior Columbia
River basin drainage, and therefore outside of the range of the PIBO survey program. The PIBO program surveys
290 watersheds in the Interior Columbia River drainage area of Region 6 (Figure 5).
High-risk locations:
The probability of colonization is different for each of the Region 6 focal invasive species, but some elements
of risk for the spread of these species are universal. In particular, we focused on the presence or absence of
high-use locations such as boat ramps, campgrounds, and trailheads. Of particular concern are locations where
individuals might be expected to directly interact with water, perhaps moving from one stream to another. This
is the case for anglers who might fish in multiple river systems, but may not sterilize their equipment between
rivers, potentially transferring invasive species from one location to another. Boats are known vectors for the
distribution of aquatic invasive species due to their easy transportability between waters by trailer. The state of
Oregon has a mandatory Aquatic Invasive Species Prevention Permit, required for all boats over a certain size
(http://www.dfw.state.or.us/conservationstrategy/invasive_species/quagga_zebra_mussel.asp).
For the purposes of this assessment, we acquired and mapped the highest-risk locations identified by
the national forests in Region 6 (source: J. Capurso, Region 6). We mapped a total of 791 high-risk locations
throughout Region 6 (141 high-use locations, 581 campgrounds, and 69 boating sites) (Figures 6, 7).
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 11
Figure 3. All 6th-field HUs in Region 6 with at least 5% USFS ownership west of the Cascade crest (in the area of the NWFP), and HUs in the AREMP survey program, with other HUs containing federal ownership shown for comparison.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 12
Figure 4. All 6th-field HUs in Region 6 with at least 5% USFS ownership west of the Cascade crest, and those surveyed by AREMP.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6-Flitcroft et al. 2016 13
N
WWE s
IDA HO
Legend
- HU with FS lands
HUs surveyed
by PIBO
Area east of
Cascade crest
o i s :o 60 M iles
I I I I I I I I 0 25 50 100 Kilometers
C A LIFOR NIA NEVA DA
Figure 5. All 6th-field HUs in Region 6 with at least 5% USFS ownership east of the Cascade crest, and those
surveyed by PIBO.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6-Flitcroft et al. 2016 14
s
Nanaimo Vancouver
N
w-&w\E
Kennewick
Legend
o High-use sites
O Boating sites
- HU with FS lands
D Area west of
Cascade crest
0 25 50 100 Miles
I I
I I I I I 0 :iO GO 1 20 Kilomet ers
Figure 6. All 6th-field HUs in Region 6 with at least 5% USPS ownership west of the Cascade crest (in the area of
the NWFP), with high-use and boating sites.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6-Flitcroft et al. 2016 15
N
WE
s
J' r
Legend
D High-use sites
o Recreation sites
- HU with FS lands
[ Area east of
Cascade crest
() 20 40 80 Miles
I I I I I I
I I I I I I
0 :>o GO 120 Kilometers
Figure 7. All 6th-field HUs in Region 6 with at least 5% USPS ownership east of the Cascade crest, with high-use
and recreation sites.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 16
Wadeable and Non-wadeable Stream Reaches:
We summarized wadeable and non-wadeable streams (length in km) for each watershed at the scale of the
entire watershed. The stream data layer that we used for this analysis was generated by NetMAP/Terrainworks
(http://www.terrainworks.com/terrainworks) and represents a uniform density of stream linework, making
stream km summary information comparable across Region 6. Summarizing wadeable and non-wadeable
streams was an important step because existing monitoring programs are conducted on wadeable streams, while
some aquatic invasive risk factors (in particular, boating) generally occur in non-wadeable segments of streams.
Because of the strong relationship between drainage area and river discharge (Clarke et al. 2008), we accessed
the field survey records for AREMP to define the drainage area at which we would expect rivers to shift from
being wadeable to non-wadeable. The AREMP program is responsible for monitoring of watersheds within the
area of the Northwest Forest Plan, and surveys stream segments throughout the wadeable range (Miller et al. in
press). We found that stream reaches with upstream drainages between 0.08 km2 and 399 km2 could generally be
considered wadeable.
We wanted to use a consistent definition of wadeable and non-wadeable streams throughout watersheds
in our population of interest. The AREMP program is limited to the west side of the Cascade crest, and does
not include east-side streams. To ensure that the definition of wadeable and non-wadeable applied to east-side
streams as well, we compared our definition of wadeable and non-wadeable in east side streams to the surveys
conducted by PIBO. This program also conducts field work using surveyors on foot. We found strong overlap
between the locations surveyed by PIBO and areas we identified as wadeable. Therefore, we were comfortable
using our definition of wadeable and non-wadeable streams based on drainage area throughout Region 6
(Figures 8, 9).
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6-Flitcroft et al. 2016 17
Legend
D High-use sites
o Boating sites
- - Wadeable streams
- Non-wadeable streams
DHU with FS lands
CJ Area west of
Cascade crest
o :ns 7..r, I I I I
I S Miles
I I I
I I I I I I I I
0 5 I 0 20 Ki lomelers
Figure 8. Example of wadeable and non-wadeable stream segments of streams in the AREMP survey area west of
the Cascade crest.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6-Flitcroft et al. 2016 18
N D W E
s
Legend
I I I
1 0
7..'J
I I
I 20 Kilometers
D High-use sites
o Recreation sites
Non-wadeable
-- Wadeable
DHU with FS lands
DArea east of
Cascade crest
Figure 9. Example of wadeable and non-wadeable stream segments of streams in the PIBO survey area east of
the Cascade crest.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 19
Alignment of Watersheds Currently Surveyed by AREMP and PIBO with Risk Factors for Aquatic Invasive Species
In this evaluation, we wanted to know how well surveys conducted by AREMP and PIBO align with risk
factors for aquatic invasive species in Region 6. We split the region into two areas along the Cascade crest
(Figures 3, 5). To the west, we compared AREMP survey watersheds with all watersheds having at least 5%
federal ownership. To the east, we compared PIBO survey watersheds with all watersheds having at least 5%
federal ownership.
Analysis Methods—West of the Cascade Crest
The AREMP survey program sample population encompasses 909 of 1052 watersheds (including 138
watersheds with surveyed sites) in the range of the Northwest Forest Plan in western Oregon and Washington.
All survey sites occur in wadeable stream reaches. We conducted three watershed-scale analyses using the
AREMP data set. In the first, we compared watersheds surveyed by the AREMP program (n = 138) to all USFS
watersheds with at least 5% federal ownership. In the second, we compared all 909 AREMP watersheds to the
143 USFS watersheds that are not part of the AREMP sample population. For our third comparison, we sought
to ensure that we were comparing the 143 watersheds not part of the AREMP population to similar AREMP
watersheds. To accomplish this, we sub-selected 183 watersheds having USFS ownership of 54% or greater (one
standard deviation around the average amount of USFS ownership in AREMP watersheds; average of 79% ±
25%). This reduced the number of AREMP watersheds for comparison to 183 and was more consistent with the
average federal ownership in non-AREMP watersheds (average USFS ownership of 20%).
We compared AREMP and non-AREMP survey watersheds for each of the three data sets (the 138 surveyed
AREMP watersheds, the full AREMP data set compared to non-AREMP watersheds, and the reduced AREMP
sample population compared to non-AREMP watersheds) using t-tests of 6 watershed-scale variables: area
(acres); USFS ownership (%); wadeable stream length (m); non-wadeable stream length (m); wadeable stream
length on USFS land (m); and non-wadeable stream length on USFS land (m). High-risk locations were not
evenly distributed across watersheds west of the Cascade crest. Further, many watersheds did not contain high-
risk locations. The abundance of 0 counts precludes simple statistical comparison tests. Thus, we summarized in
tabular form the number of high risk locations in both sample data sets for comparison only.
Results—West of the Cascade Crest
Results of comparative t-tests showed a lack of statistically significant differences in most variables,
comparing watersheds surveyed by AREMP with all watersheds with 5% USFS ownership. However, there were
statistically significant differences between most characteristics of AREMP streams and non-AREMP streams
for the full data set (Table 3). The only variable that was not statistically significant between these two sets of
watersheds was the length of wadeable streams (Satterthwaite p-value = 0.8981). However, the reduced AREMP
and non-AREMP comparative t-tests suggested that the non-AREMP sites are indistinguishable from AREMP
sites for the variables of wadeable stream length, non-wadeable stream length, and non-wadeable USFS-owned
stream length (Table 3).
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 29
Summaries comparing the number of USFS high-use sites, campgrounds, and boating sites in the sampled,
population-scale, and reduced AREMP watersheds with the non-AREMP watersheds show that AREMP
generally surveys more watersheds with specific risks for invasive species introduction than are present in non-
AREMP watersheds (Table 4). Likewise, when all risks in a watershed were tallied, we found that the AREMP
survey program generally visits watersheds with similar numbers of risks compared to non-AREMP watersheds
(Table 5).
The results of these comparisons show that watershed-scale variability in non-AREMP watersheds is
fairly well represented within the range of variability that is captured by the AREMP data set.
Table 3. T-test results comparing watersheds in statistically rigorous sampling programs with unsurveyed watersheds in Region 6. All USFS watersheds with at least 5% federal ownership that occur west of the Cascade crest are compared against the AREMP survey program, whereas east of the Cascade crest, comparisons are made with the PIBO survey program. In this case, high p-values (bold face) signify similarity between sets of areas compared, thus more representative sampling, whereas low p-values suggest that sets of areas compared are not similar.
USFS
ownership Wadeable
stream length Non-
wadeable stream
Wadeable,
Non-wadeable,
Comparison Area (m2) (%) (m) length (m) USFS (m) USFS (m)
- - - - - - - - - - - - - - - - - - - - - - - Satterthwaite p-value - - - - - - - - - - - - - - - - - - - - - -
AREMP surveys vs. non-AREMP 0.0018 <0.0001 0.1404 0.4146 <0.0001 0.5505 (n = 138, 914) AREMP sample population vs. 0.0265 <0.0001 0.8981 0.0021 <0.0001 0.0001 non-AREMP (n = 909, 143) Reduced AREMP vs. non-AREMP 0.0439 <0.0001 0.1650 0.3721 <0.0001 0.9610 (n = 183, 143) PIBO vs. non-PIBO 0.6663 <0.0001 0.0024 <0.0001 <0.0001 <0.0001 (n = 290, 693) PIBO vs. non-PIBO (north region) 0.0313 <0.0001 0.0056 0.0146 <0.0001 <0.0001 (n = 290, 555) Non-PIBO (north) vs. non-PIBO <0.0001 <0.0001 0.5672 <0.0001 0.0110 <0.0001 (south) (n = 555, 137) PIBO vs. non-PIBO (south) 0.0035 0.0023 0.0700 <0.0001 <0.0001 <0.0001 (n = 290, 131)
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 21
Table 4. Summary of risk factors for aquatic invasive species invasion that occur in watersheds surveyed by the AREMP and PIBO survey programs compared to unsurveyed watersheds in their area of responsibility in Region 6. All USFS watersheds with at least 5% USFS ownership that occur west of the Cascade crest are compared against the AREMP survey program, whereas east of the Cascade crest, comparisons are made with the PIBO survey program.
High-use Campgrounds Boating sites* Total
- - - - - - - - - - - - Number of risk factors - - - - - - - - - - - -
All Region 6 141 581 69 791
All USFS west side 92 53 8 72
AREMP surveys only 11 53 8 72
AREMP full sample population 83 315 41 439
AREMP sample population with <54% USFS ownership
10 26 4 40
All USFS east side 49 251 20 320
PIBO 18 114 2 134
Non-PIBO (all) 31 137 18 186
Non-PIBO (north region) 27 117 16 160
Non-PIBO (south region) 4 20 2 26
*In AREMP area, “boating sites” is boat launch sites from State of Oregon data; in PIBO area, “boating sites” derives from the recreational site database.
Table 5. Summary of all risk factors for aquatic invasive species invasion that occur in watersheds surveyed by the AREMP and PIBO survey programs compared to unsurveyed watersheds in their area of responsibility in Region 6. All USFS watersheds with at least 5% USFS ownership that occur west of the Cascade crest, are compared using the AREMP survey program, whereas east of the Cascade crest, comparisons are made with the PIBO survey program.
Number of risks
1 2 3 4 5 6 7 * 11
All USFS west side 280 67 19 0 0 0 0 - 0
AREMP surveys only 45 9 3 0 0 0 0 - 0
AREMP full sample population 267 62 16 0 0 0 0 - 0
AREMP sample population with <54% USFS ownership
29 4 1 0 0 0 0 - 0
All USFS east side 108 41 15 6 4 2 3 - 1
PIBO 38 24 7 1 2 1 1 - 0
Non-PIBO (all) 70 17 8 5 2 1 2 - 1
Non-PIBO (north region) 59 15 5 5 1 1 2 - 1
Non-PIBO (south region) 11 2 2 0 1 0 0 - 0
*No summarized data had a total number of risks equal to 8, 9, or 10, hence the break in the data shown.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 22
Analysis Methods—East of the Cascade Crest
The PIBO survey program encompasses 290 of the 983 watersheds east of the Cascade crest having at least
5% USFS ownership. In these sampled watersheds, 351 field survey reaches are present. Of these reaches, 337
surveys occur in wadeable stream segments and 13 in non-wadeable stream segments, most of which are
clustered in the John Day River basin. Because the range of inference for the PIBO survey program is the Lower
Columbia River drainage, we conducted three sets of analyses with these data. In the first, we compared the
PIBO survey sites to all 983 watersheds east of the Cascade crest having USFS ownership. In the second analysis,
we compared the PIBO survey sites to the northern watersheds in the lower Columbia River drainage (effectively
excluding the southern watersheds in the Fremont-Winema National Forest). In the third analysis, we compared
the USFS watersheds not surveyed by PIBO in the north with the USFS watersheds in the south to see if they
were similar or different with respect to the variables that we are interested in for aquatic invasive monitoring.
In each of the three analyses that we completed, we compared between groups using t-tests of 6 watershed-
scale variables: area (acres); USFS ownership (%); wadeable stream length (m); non-wadeable stream length
(m); wadeable stream length on USFS land (m); and non-wadeable stream length on USFS land (m). As with
the AREMP data set, high-risk locations were not evenly distributed across watersheds east of the Cascade crest.
Further, many watersheds did not contain high-risk locations. The abundance of 0 counts precludes simple
statistical comparison tests. Thus, we summarized in tabular form the number of high-risk locations in both
sample data sets for comparison only.
Results—East of the Cascade Crest
Results of comparative t-tests showed statistically significant differences between most characteristics of
PIBO streams and non-PIBO streams across the area east of the Cascade crest (Table 3). The only variable that
was not statistically different between these two sets of watersheds was watershed area (Satterthwaite p-value =
0.6663). Similarly, comparing PIBO to non-PIBO sites in the north, there were statistically significant differences
between these two groups for all variables tested (Table 3). We found differences between non-PIBO watersheds
in the north compared to the south in all variables tested except for the number of wadeable stream km
(Satterthwaite p-value = 0.5672) (Table 3).
Summaries of the number of USFS high-use sites, campgrounds, and boating sites comparing PIBO to non-
PIBO watersheds show that PIBO generally surveys a higher proportion of watersheds with risks for invasive
species introduction than are present in non-PIBO watersheds (Table 4). Likewise, when all risks in a watershed
were tallied, we found that PIBO and non-PIBO watersheds generally contained comparable numbers of risks
(Table 5). Further, it appears that PIBO may better reflect the number and type of invasive risk factors in the
non-PIBO watersheds of the north than in the south (Table 4, 5), most likely because there is limited PIBO
presence in the south.
The PIBO watersheds do capture locations with risk factors for introduction of aquatic invasive species.
However, smaller watersheds in the sample frame identified for this analysis may not be well-represented
for aquatic invasive monitoring.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 23
This assessment represents a new monitoring question, thus it is not unexpected that elements of the existing
survey programs are not fully compatible. Because of the purpose of the PIBO program, larger watersheds
tend to be selected (Figure 10). With respect to the new AIS monitoring framework, some additional smaller
watersheds would enhance inference on the east side.
Figure 10. Within the population of watersheds with 5% or greater USFS ownership east of the Cascade crest, non-PIBO watersheds tend to be smaller (a) with larger number of wadeable streams (b) than is characteristic of PIBO watersheds.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 24
Conclusions
1. Wadeable stream sections are most likely well-represented by current monitoring programs, particularly
west of the Cascade crest. However, high-risk watersheds are well-represented east of the Cascade crest.
2. Non-wadeable stream sections, which may also be the highest-risk locations in a watershed, are not
sampled in a systematic way under either the PIBO or AREMP monitoring programs.
3. The Fremont-Winema National Forests currently has no statistically designed sampling program for
freshwater habitat that could be used as a base for aquatic invasive species monitoring.
Recommendations
1. A statistically rigorous sampling program needs to be extended to the Fremont-Winema National Forest.
This is important for overa l l management as well as for the monitoring and tracking of aquatic invasive
species. An extension of the PIBO sampling program may be most effective, as this forest is more
characteristic of other east-side, rather than west-side, forest conditions.
2. Supplemental surveys in smaller watersheds would enhance the PIBO survey program’s ability to address
the new AIS monitoring question. The PIBO survey design tends to select larger watersheds for sampling. The
addition of smaller systems would allow PIBO to represent the broader array of watershed characteristics found
on USFS watersheds when monitoring for invasive species.
3. To augment current statistically rigorous field sampling of the wadeable portion of river systems, we
suggest water sampling using next-generation e-DNA techniques in non-wadeable stream segments (discussion of
techniques in Appendix 1). It may be most beneficial to pair e-DNA sampling with watersheds that are currently
being sampled upstream by field crews in wadeable areas in both the AREMP and PIBO survey programs. This
would leverage current efforts and borrow the statistical rigor from current sampling programs. Interpretation of
this type of additional sampling data will require specialized expertise, as from a bioinformaticist.
4. Develop a regional genomic library for invasive aquatic species in Region 6 to facilitate next-generation
e-DNA sampling in non-wadeable river segments (discussion of currently available markers in Appendix
2). Associated research into detection probabilities for individual species would enhance application and
interpretation of e-DNA results throughout the region.
5. Develop a detection-probability study of existing methods. This needs to be done for each invasive species,
to ensure that monitoring is effective.
6. Additionally, monitoring for aquatic invasive species that occur in lentic environments (lakes, ponds,
reservoirs) is not represented in this report, and may be a critical consideration for lotic (moving water) invasion.
Statistically rigorous monitoring programs are not currently conducted in lentic environments. This may be a
good application for e-DNA monitoring.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 25
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Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 26
Appendix 1: Next-generation eDNA sampling.
Rapid advances in genomic sequencing technology have made it possible to identify organisms by the
residual DNA (feces, urine, or skin cells) they leave behind in the environment (water, soil). This environmental
DNA, or “eDNA”, screening approach has been adapted for screening many rare, special-status, and invasive
species, and it can be used to estimate occupancy of aquatic flora and fauna in water (Goldberg et al. 2015)
The most commonly used eDNA method—quantitative PCR (qPCR)—targets a single focal organism per
sample. Although this method has proven successful and offers a low per-sample cost, it is not cost efficient for
multiple species (because costs scale linearly with species and samples) and it does not provide information on
the amount of genetic diversity for the focal species.
An alternative strategy being developed at the PNW Research Station is a multi-species DNA screen to
enrich DNA sequences from multiple target species across taxa simultaneously, and then directly screen for the
presence, abundance, and genetic variability of target species using massively-parallel DNA sequencing. This is
accomplished via ‘barcode sequencing’, a method pioneered at the PNWRS (Cronn et al. 2008), and it has been
applied to screening animals of conservation concern (Knaus et al. 2011, Alexander et al. 2013), trees species
(Parks et al. 2009), and even the microflora on trees. The advantage of this approach over qPCR is that the
enormous capacity of modern DNA sequencers (~ 60 billion bases per sample, equal to 20 human genomes) is
harnessed to screen multiple species and multiple water samples simultaneously. In preliminary tests, we have
successfully screened for fish (salmonids) and trees from 48 samples simultaneously; we believe that this method
can be scaled to screen 50 aquatic species from 96 water samples simultaneously. The effect of this high-level
‘multiplexing’ is that 10s of species can be screened from a water sample for nearly the same cost as a single-
species qPCR assay.
Collecting and filtering eDNA water sample in the field to be brought back to the lab for processing.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 27
Appendix 2: Development of regional genomic library for invasive aquatic species in Region 6.
To effectively screen for multiple species, a genomic reference library is vital. Genomic libraries are used
to identify which species of interest are present in a sample by referring to a collection or library of genomic
DNA. Although many species and subspecies have had partial or complete sequencing of their DNA, other
species of interest still lack information. On the Region 6 Focal Invasive Species List, of the 12 identified aquatic
animals, 10 have at least preliminary barcoding available. Of the identified aquatic plants, 12 of the 14 genera
have preliminary barcoding available (Table A2-1). Additional barcoding of currently unrepresented species is
necessary to build up a reference library that contains information on all species of interest that may be screened.
Also, there may be a need for additional collection of species for which current barcoding is available to further
enhance identifications in Region 6.
Beyond development of a regional genomic library for invasive aquatic species in Region 6, other research
that improves the interpretation of eDNA results may be necessary. Detectability of eDNA in the water column
varies by season (due to water flow and temperatures) and species abundance. Evaluations of eDNA samples
with field-based methods may be necessary to determine detection frequency and the specific environmental
conditions that may influence detection probability.
Coverage of Aquatic Invasive Risk Assessment in USFS Region 6—Flitcroft et al. 2016 28
Table A2.1. Region 6 focal invasive species list, with identification of species that have preliminary barcoding available for eDNA analysis.
Type
Common name
Scientific name
Species code
Preliminary species barcoding to run eDNA analysis available?
Aquatic Chinese Mystery Snail Cipangopaludina chinensis CICH Yes animals Asian Clam Corbicula fl ina COFL No; only genus
information found
Zebra Mussel Dreissena polymorpha DRPO Yes
Quagga Mussel Dreissena rostriformis bugensis DRRO Yes
Nutria Myocaster coypus MYCO Yes
Ringed Crayfish Orconectes neglectus ORNE Yes
Rusty Crayfish Orconectes rusticus ORRU No; only one relevant entry in Genbank
Northern Crayfish Orconectes virilis ORVI Yes
New Zealand Mudsnail Potamopyrgus antipodarum POAN Yes
Red Swamp Crayfish Procambarus clarkii PRCL Yes
Big Eared Radix Radix auricularia RAAU Yes
American Bullfrog Rana catesbeiana RACA Yes
(now Lithobates catesbeianus)
Aquatic plants
Flowering Rush Butomus umbellatus BUUM Yes
Didymo Didymosphenia geminata DIGE Yes
Brazilian Elodea Egeria densa EGDE Yes
Hydrilla Hydrilla verticillata HYVE Yes
Yellow Flag Iris Iris pseudacorus IRPS Yes
Water Primrose Ludwigia spp. LU No; only genus information found
Garden Loosestrife Lysimachia vulgaris LYVU Yes
Purple Loosestrife Lythrum salicaria LYSA Yes
Nonnative milfoils Myriophyllum spp. MYSP Yes
Yellow Floating Heart Nymphoides peltata NYPE Yes
Common Reed Phragmites australis PHAU No; only one relevant entry in Genbank
Curly-leaf Pondweed Potamogeton crispus POCR Yes