Reagan McGuire,
et al.
Acoustic Insect Repellant
http://www.azcentral.com/arizonarepublic/news/articles/2010/02/09/20100209env-beetles0209.html?nclick_check=1
The Arizona Republic , Feb. 9, 2010
Bark beetles' song could save forests
Study: Tree-eating insects deterred by their own calls
Researchers at Northern Arizona University think they may have
found an environmentally safe and readily available weapon against
the tree-eating armies of bark beetles.
It is, with apologies to the boys from Liverpool, the music of the
beetles.
NAU's School of Forestry was on the hunt for ways to fight the
marauding bugs, which have chewed through millions of acres of the
West's pine forests, leaving behind dead trees and the risk of
wildfires.
A research assistant suggested using sounds to aggravate the
beetles, much as police sometimes blare music in hostage
situations. The researchers tried Queen and Guns N' Roses and
played snippets of radio talker Rush Limbaugh backward. None
produced the desired results.
Then, the beetles were exposed to digitally altered recordings of
their own calls, the sounds they make to attract or repel other
beetles. The response was immediate. The beetles stopped mating or
burrowing. Some fled, helter-skelter. Some violently attacked each
other.
Most important, they stopped chewing away at the pine tree,
suggesting that the scientists may have discovered a sort of sonic
bullet that could help slow the beetles' destructive march.
"Our interest is to use acoustic sounds that make beetles
uncomfortable and not want to be in that environment," said NAU
forest entomologist Richard Hofstetter, who led the experiment
nicknamed, without apology, "beetle mania."
Bark beetles have killed nearly 80 million ponderosa, pi?on and
lodgepole pines in Arizona and New Mexico and tens of millions
more across the West over the past decade. Years of punishing
drought left the trees unable to protect themselves against the
attacks, which carve ugly scars into forests, weaken the
surrounding ecosystem and heighten wildfire danger.
Forest managers can apply insecticide to individual trees or small
stands, but forestwide treatments are impractical and would be
wildly expensive and potentially risky to other plants and
wildlife.
Enter Reagan McGuire, a research assistant who wondered what would
happen if the beetles were blasted with noise, creating an
acoustic stress that might change their behavior. He sold
Hofstetter on the idea, and the experiment was hatched at NAU's
School of Forestry lab.
They collected tree trunks infested with bark beetles and
sandwiched slices of the trees between clear plastic plates,
creating what looked like the old ant farms once sold in the back
pages of magazines.
Working in the lab, McGuire piped in the music through tiny
speakers, the sort you might find in a singing greeting card. He
watched the reaction of the beetles using a microscope. The rock
music didn't seem to annoy the bugs, nor did Rush in reverse.
McGuire and Hofstetter decided to try something different. They
recorded the sounds of the beetles and played them back,
manipulating them to test the response.
Suddenly, every little thing they did seemed to provoke the
beetles.
"We could use a particular aggression call that would make the
beetles move away from the sound as if they were avoiding another
beetle," Hofstetter said.
When they made the beetle sounds louder and stronger than a
typical male mating call, he said, the female beetle rejected the
male and moved toward the electronic sound.
Even more surprising was what the beetles did to each other. The
researchers manipulated the sounds and, at a certain point, the
male stopped mating and tore the female apart, McGuire said.
"This is not normal behavior in the natural world," he said.
Questions remain about why and how the sonic attacks work. It's
not even clear yet where the beetles' ears are. Other researchers
hope they can work that out, seeking the best way to aim the
offending sounds.
The lab hopes to find more funding to continue its research into
acoustic pest control. Scientists think it won't be long before
they can take the experiment into the field.
WO2012078814
USE OF ACOUSTICS TO DISRUPT AND DETER WOOD-INFESTING
INSECTS...
Inventor(s): HOFSTETTER RICHARD W [US]; MCGUIRE
REAGAN [US]; DUNN DAVID
Also published as: CA2820579 // AU2011338336
Abstract
The invention comprises a device and method for impacting the
behavior of invertebrates that infest wood, without the use of
chemicals. In particular, the invention is useful for impacting
the behavior of woodboring invertebrates, which infest wood
products, lumber and the woody portions of plants and trees. The
invention utilizes acoustic (sonic) agents which may be optionally
modulated with specific signals, to cause negative effects on the
normal behaviors exhibited by wood-infesting invertebrates, which
may result in the invertebrates being injured or killed, unable to
reproduce, or caused to flee the wood that the invertebrates are
infesting.
RELATED APPLICATION DATA
[0001] This application is based on and claims priority to U.S.
Provisional Patent Application No. 61/420,715 filed on December 7,
2010.
FIELD OF THE INVENTION
[0002] The invention relates to minimizing the impact of insects
and other invertebrates that damage and/or kill plants and trees
and infest wood products, such as bark beetles, termites,
carpenter ants, wood wasps, etc. Examples of woodboring insect are
the Emerald Ash Borer, the Asian Longhorn Beetle, and the Mountain
Pine Beetle.
BRIEF SUMMARY OF THE INVENTION
[0003] The invention comprises a device and method for impacting
the behavior of invertebrates that infest wood, without the use of
chemicals. In particular, the invention is useful for impacting
the behavior of woodboring invertebrates, which infest wood
products, lumber and the woody portions of plants and trees. The
invention utilizes acoustic (sonic) agents which may be modulated
with specific signals, to cause negative effects on the normal
behaviors exhibited by wood-infesting invertebrates, which may
result in the invertebrates being injured or killed, unable to
reproduce, or caused to flee the wood that the invertebrates are
infesting. Other uses of the device include using acoustic agents
to attract invertebrates such as that in association with a trap,
or to attract invertebrates to alternative locations, or to cause
invertebrates to avoid flying to certain locations.
BRIEF DESCRIPTION OF THE DRAWINGS
[0004] The present invention will now be described in more detail,
with reference to preferred embodiments, given by way of examples,
and illustrated in the accompanying drawings in which:
[0005] FIGURE 1 is a flowchart providing the overall structure
of the process according to the invention.
[0006] FIGURE 2 is a visual representation of a certain chaotic
sound produced and used in an embodiment of the invention.
[0007] FIGURE 3 is a flowchart illustrating one of two primary
analog units used in an embodiment of the invention.
[0008] FIGURE 4 illustrates a schematic diagram of a circuit
used in an embodiment of the invention.
DETAILED DESCRIPTION OF THE INVENTION
[0009] The device of the invention provides a way to minimize the
impact of wood-infesting invertebrates, by subjecting the
invertebrates and the immediate woody environment in which they
live to certain acoustic (sonic) agents that are modulated with
specific signals.
[0010] The terms "wood-infesting invertebrates", "target
invertebrates", "targeted invertebrates", "target organisms" or
"targeted organisms" as used herein are intended to encompass any
invertebrate species that uses wood as a food source or that
otherwise destroys or bores or burrows into wood for shelter or
for reproductive or other purposes. Non-limiting examples of
wood-infesting invertebrates include bark beetles, wood wasps,
woodborers, termites and barnacles. Specific examples of the
foregoing are the Emerald Ash Borer, the Asian Longhorn Beetle,
Redbay Ambrosia Beetle, and the Mountain Pine Beetle. The Mountain
Pine Beetle has already decimated large portions of coniferous
forests across North America, and there is at present no way to
effectively prevent its spread. The Emerald Ash Borer is native to
Asia and was discovered in North America about a decade ago. It is
widely believed by scientists that this organism will infest, and
thereby eliminate, all ash trees in North America within the next
several decades.
[0011] The wood that may be protected using the invention is
typically the wood of a live, standing tree, but may also be that
of a deceased, standing tree or a wood product such as lumber,
fences, furniture, wine barrels, wood pilings, piers, etc. The
invention may also be adapted for use in the protection of wood in
buildings and other structures.
[0012] The wood infesting insects of particular interest for
targeting with this invention typically have flying stage in which
the adult insect can fly from one tree to another, laying eggs in
each tree. The eggs hatch into larvae, which tend to cause
significant damage to the tree or wooden object. When the
invention is used on a tree, the tree is referred to as the "host
tree". Often, the infestation causes the death of the host tree.
[0013] The invention is useful for causing negative effects on
many of the normal behaviors exhibited by targeted organisms. For
example, the invention is useful for disrupting directional
guidance, feeding, colonization, tunneling, communication,
organization, reproduction, nest building, competitive
interactions, predator avoidance, mate attraction, mating, caring
for eggs and caring for offspring, and other behaviors of the
insects.
[0014] When one or more of these normal behaviors are disrupted,
there is a great decrease in the ability of an individual organism
to reproduce and/or survive.
[0015] For example, in an embodiment of the invention, the
reproductive capabilities of the organism are compromised, which
prevents the organism from successfully reproducing, which in turn
has a negative effect on the local population of the organism. In
another embodiment, the invention is used to negatively effect the
colonization or organizational capabilities of a species
population, rendering the population unable to carry out all of
the behaviors necessary to keep the colony alive and functioning.
As a result, in due course, this will result in decline and
possibly eventual termination of the local population of target
organisms.
[0016] The invention can be used to provide individual tree
protection to both large scale forests (e.g., government owned
public lands such as national and state forest lands), as well as
to private landowners and commercial tree growers. This invention
provides a non- chemical means for preventing the spread of
wood-infesting invertebrates, including the prevention and the
control of tree-infesting organisms that occur across all habitats
from wildlife refuges to urban centers.
[0017] In an embodiment of the invention, the invention has
effects on only specific species of target invertebrates because
in most situations the target invertebrate is the only threatening
wood-boring species within the tree or wood product, whilst having
little impact on non-target species. For example, in treating a
tree to reduce or eliminate the population of bark beetle, it may
be preferable to avoid the reduction or elimination of non-harmful
and/or beneficial (non-target) insects and other animals. A way to
accomplish this according to the invention is to generate noises
relevant to the specific target species. The term "relevant" as
used herein means that the target organism will react in some way
to the noise. For example, if one is to use the invention to have
an effect on Mountain Pine Beetles, in a preferred embodiment of
the invention, the natural sounds produced by the Mountain Pine
Beetle are subjected to modification as discussed herein, and the
Mountain Pine Beetles are then exposed to those modified sounds.
[0018] The invention is also designed to have minimal negative
effect on the host trees.
[0019] The present invention provides a way to significantly
reduce and even eliminate wood-infesting invertebrates that are
already inside or on the tree or wooden material or object. The
invention is also useful for deterring wood-investing insects from
boring into the wood, by making the wood undesirable for the
insect to land on and/or to remain on the tree. Thus, the
invention deters insects from remaining on and boring into the
wood.
[0020] In a further preferred embodiment, the invention is used to
prevent the infestation of trees, by deterring insects in the
flying stage from alighting on the tree or wooden object.
[0021] The invention is comprised of a device for delivering sound
(acoustic) waves to the wood to be treated (typically, to a tree),
by physically attaching the device (actually, the device's output
transducer(s)) to the object or material to be treated (such as a
tree). Thus, the device transmits acoustic signals within both air
spaces and woody substrates inside of trees, through mechanical
vibratory coupling. The process involves the input of specific and
biologically relevant sound patterns (e.g., mating calls,
territorial signals, species recognition sounds) into trees,
wooden objects and wooden materials, in order to influence the
entry, colonization, mating, communication and tunneling behavior
of organisms in the tree, object or material. Many of the specific
and biologically relevant sound patterns (acoustic signals) used
in the invention are derived directly from sounds produced by the
target organisms, i.e., are recordings of the organisms'
naturally-emitted sounds. These acoustic signals are subsequently
reproduced, and in some cases also modified, and the target
organism is exposed to the acoustic signals, to trigger and alter
their associated behaviors and functioning. (For instance,
modifications include, but are not limited to reverberation, ring
modulations, flanging, chorusing, etc. are used to change sounds).
The sounds that are used do not merely attract or repel the target
organisms, but rather in addition or instead, the sounds disrupt
the organisms' neural functioning, resulting in changes in one or
more important behaviors or metabolic processes of the target
organisms. For example, normal functioning may be disrupted by the
invention, and may cause aberrant (non-typical) behavior or
abnormal development with respect to such important life functions
as reproduction, feeding, colonization, tunneling, communication,
organization, etc. When one or more of these normal processes are
disrupted, the ability of the organisms to survive is greatly
decreased.
[0022] The device(s) of the invention may be used as a "single
tree protection", i.e., used in conjunction with one living tree
to provide effective invertebrate control to that tree. It may
also be used on dead trees, to prevent spread of the invertebrate
to other areas, particularly to living trees.
[0023] Alternatively, multiple units of the device, multiple
devices or a device with multiple transducers can be used to
provide invertebrate control for more than one tree, wooden object
or material. The sounds created by the device could potentially be
distributed with various broadcast strategies (e.g., through the
roots of trees) to protect multiple trees or other wood objects or
materials.
[0024] The device and method of the invention may be useful for
treatment or prevention of wooden objects and materials by
transmitting the sounds according to the invention through
substrates other than air, such as through water, dirt, sand, air
or ice, including through the ground and bodies of water. For
example, infestations of wooden piers and boats by barnacles under
water may be treated in this way.
[0025] In yet another embodiment of the invention, the device and
method of the invention may be used to re-direct an outbreak of
wood-boring insects or other invertebrates, by creating a buffer
zone to deter insects from entering a particular portion of a
treed area. For example, a buffer zone may be created by placing
at least one device on each of multiple trees in an area.
Similarly, a buffer zone could be created to deter invertebrates
from entering an area containing wooden objects or materials to be
protected.
[0026] The device of the invention could be used on object
comprised partially or totally of wood, such as wooden building
structures (e.g., houses) and wooden wine barrels and casks, as
well as on portions of objects that are comprised of wood.
[0027] There are three general types of acoustic signals that are
used in the device and method of the invention, as follows:
biological acoustic waveform samples, re-synthesized biological
acoustic waveform samples, and chaotic acoustic waveforms.
[0028] Each of these signals may be used alone, or two or more may
be used together.
[0029] Each of these signals may optionally be subjected to
processing digitally in both time domain and frequency domain. For
example, standard audio signal processing effects may be used.
Examples of types of processing include, but are not limited to,
the following: decreasing duration of biological waveform sample
or portion thereof without changing its speed, increasing duration
of biological waveform sample or portion thereof without changing
its speed, increasing amplitude of biological waveform sample or
portion thereof, decreasing amplitude of biological waveform
sample or portion thereof, deleting a part of the biological
waveform sample or portion thereof, repeating a part of the
biological waveform sample or portion thereof, inserting an
artificially generated waveform sample or portion thereof to
overlap all or a portion of the biological waveform sample or
portion thereof, and inserting an artificially generated waveform
sample or portion thereof in front of or following the biological
waveform sample or portion thereof.
[0030] Portions of the biological acoustic waveform samples, as
well as portions of the re-synthesized acoustic waveform samples
and of the chaotic acoustic waveforms may be used, instead of or
in addition to the entire waveforms.
[0031] The term "biological acoustic waveform samples" is known to
those of ordinary skill in the art, and refers to the "natural" or
native, endemic sounds emitted by insects that are intended to be
affected by the invention. These are typically recorded digitally,
but may also be recorded in analog.
[0032] The term "re-synthesized biological acoustic waveform
samples" is known in the art to refer to biological acoustic
waveform samples which have been modified in certain ways. One
example of the numerous ways that the biological waveform samples
may be re-synthesized is by simplifying the samples to their most
basic components, essentially distilling out the most biologically
relevant portion of the sample.
[0033] Chaotic oscillators are used to produce sounds that are
highly
unpredictable, and therefore sounds will keep changing in complex
ways to avoid any possible habituation effect. Habituation effect
occurs when an organism becomes accustomed to a particular
stimulus, such as in this case, auditory stimulus, and as a result
exhibits a decreased response to the stimulus.
[0034] Shown in FIGURE 1 is an overall flowchart of the system of
the invention.
[0035] These processes are to be divided between digital software
implementation to run on a standard laptop or netbook computer and
analog circuits housed in a separate instrumentation box, although
variations on the foregoing are within the scope of the invention.
[0036] In a specific, non-limiting embodiment of the invention, a
combination of two or more of the following types of sonic agents
also referred to herein as "acoustic signals" are employed: (1)
one or more specifically targeted sounds (acoustic signals) of
biological origins such as mating calls, aggression calls, and
sounds emitted in conjunction with chemical signals (e.g.,
biological wave form samples or portions thereof, or
re-synthesize/biological waveform samples or portions thereof);
(2) the aforementioned sounds subjected to a variety of signal
processing effects (i.e., altering the nature of the audio wave
form through changes in the frequency and amplitude domains of the
wave form); and (3) sounds of synthetic origins that mask or
confuse the normal sonic behaviors and communications between the
organisms (e.g., chaotic waveforms).
[0037] In order to determine which initial sounds (auditory
stimuli) should be generated to expose the target organism to, the
user must first determine the range (frequency) of sound that the
organism emits.
[0038] The user must then examine the patterns of sound(s) emitted
by the organism. For example, if the target organism is an insect,
the patterns include the rhythm of the beats or strides or rubbing
of the organism's parts against one another (also called
"stridulations"), such as the rubbing of the organism's wings
against its abdomen.
[0039] An important aspect of one embodiment of the invention is
to generate sounds that match the frequency and patterns that the
organism naturally emits or is otherwise exposed to (such as a
predator's calls). This is important because the sounds generated
must be "relevant" to the organism, i.e., the organism must
recognize the frequency and pattern of sound generated by the
device of the invention, if the generated auditory stimulus is to
have an effect on the organism's behavior.
[0040] The invention further involves exposing the organism to the
generated sounds, and observing how the organism responds. The
generated sounds are modified, and the organism's response(s) to
the modified sounds is observed.
[0041] The observer may then choose generated sounds which cause
the organism to exhibit desirable behavior. The term "desirable
behavior" is intended to mean any behavior by the organism that is
deemed to be desirable to humans, such as cessation of or causing
erratic life function behaviors (reproduction, feeding,
colonization, tunneling, communication, organization).
[0042] The invention further involves taking steps to avoid
habituation to a particular generated noise. To avoid habituation,
the generated noise is preferably chaotic, meaning that the length
of the noises and the time in between the noises is changed
periodically so that that the organism is not exposed to a
constant certain pattern.
[0043] In another embodiment of the invention, the organism may be
exposed to a generation of the "natural" noise emitted by the
organism, with an additional chaotic noise played at the same time
as (on top of) the natural noise.
[0044] In still yet another embodiment of the invention, the
target organism is exposed for a continuous time to a certain
natural noise normally emitted by the organism or to which the
organism is exposed to in nature (e.g., predators), in order to
cause the organism to habituate to the noise. For example,
organisms (particularly, but not necessarily, young ones in the
larvae stage) are exposed continuously to the mating call of the
organism, causing the organism to habituate to the mating call.
Even after the artificially generated noise is removed, the
organism has become habituated to the mating call, and will not
respond to it. If the organism fails to respond to the mating
call, it will fail to mate and thus reproduction is prevented. If
the organism becomes habituated to the predator, the predator can
more easily locate and attack the organism.
[0045] In yet another embodiment, the target organism is exposed
to the noise of the organism's natural predators or competitors,
causing the organism to react. The typical reaction is for the
organism to attempt to flee from the noise, but if the noise is
essentially directionless and surrounding the organism, it will
move around without knowing how to flee away from the noise.
Exposing the organism to the sound of predators or competitors
causes them to increase the amount of movement, which tends to
have negative effects on the organism. In other words, the
organism expends energy in futile attempts to escape the predatory
or competitory noise, making it less able to perform other
necessary life activities such as feeding, mating, caring for
young, etc. The organism may be too fatigued to perform those
other necessary life activity behaviors, or may simply not have
sufficient time to perform them because it is busy moving around
in its attempt to escape the predatory noise.
[0046] In still yet another embodiment of the invention, the
device is used to cause individual organisms in the colony to
attack and maim, even kill, other individuals in the colony. For
example, the device may be used to generate male mating attraction
noises that are stronger or louder than normal; exposing a mating
couple (or a couple about to mate) to these noises has been found
to cause the male to attack the female, and in some instances
devour the female.
[0047] In other embodiments, when the device is used to generate
male mating attraction noises that are stronger or louder than
normal, the female may reject the male and travel towards the
speaker (where the noise is projected from); the female may then
try to mate with the speaker.
[0048] In an exemplary embodiment of the invention, the natural
male mating (attracting) call of the Western Pine Beetle was
reproduced and played over and over. This caused aberrant behavior
on the part of the beetles. More specifically, the male beetles
kept guarding the entrance to the nest, and the female beetles
tunneled through the wood toward the speakers through which the
attracting call was played, in what appeared to be an attempt to
approach what the female beetles thought were male beetles seeking
to mate.
[0049] In still yet other embodiments, the normal tunneling
behavior of the organisms is disrupted when the device of the
invention is used. For example, the device may cause the organisms
to block off the entry to the tunnel, preventing or otherwise
disrupting other colony members from entering or leaving the tree
or moving around within the tree. Another type of behavior that
may be affected is preventing or otherwise disrupting the
organism's normal behavior of cleaning the tunnels, which often
precedes the laying of eggs. Yet another type of tunneling
behavior that is affected is causing the organisms to make shorter
tunnels than normal.
[0050] In most cases, the variety of "natural" noises to which the
organisms are exposed will be generated as digital audio samples
that are controlled and manipulated by a dedicated digital
software application. This software application has the capacity
to select and combine different audio samples, perform a variety
of signal processing functions upon these samples, and to control
their timing, rate of repetition, and playback amplitude.
[0051] In other embodiments of the invention, these "natural"
noises can also be implemented as digital or analog audio samples
stored in "hardware" form within preprogrammed electronic
integrated circuits (e.g., EPROM chips).
[0052] The synthetic chaotic sounds used in the invention may be
generated by a set of non-linear chaotic oscillators and ancillary
systems capable of generating an infinite variety of "auditory
behaviors" emergent from their status as autonomous electronic
systems. The circuits produce an infinite assortment of complex
noises and tones that exhibit repetitive action at a local level
but tremendous global diversity over extended time periods. In
this sense the circuits resemble the closed nervous systems of
living unities that are under constant perturbation from other
similar closed nervous systems. The intention is not to simulate
the high level functioning of biological organisms and their
cognitive capacities but rather to take this issue down to its
most primary level of autonomous-closure machines where
self-organization is more obviously inseparable from behavior.
[0053] Ultimately the emergent complexity of these systems results
from the dynamical attributes of coupled chaotic attractors
interacting in a high dimensional phase space. The control of
circuit parameters determines a range of instabilities and
structural couplings between nested chaotic circuits, allowing
these autonomous behaviors to emerge.
[0054] The chaotic oscillator circuits used to create the chaotic
waveforms yield the following double-scroll attractor, as
illustrated here. FIGURE 2 provides a visual representation of a
certain sound produced over a certain period of time.
[0055] FIGURE 3 is a flowchart of one of two primary analog
electronic units and FIGURE 4 is its schematic circuit diagram.
These units are linked together through a resistance and feedback
network as shown below. LPF = low pass filter; LFO = low frequency
oscillator; PREAMP = preamplifier; NCO = nonlinear chaotic
oscillator; VACTROL = optoisolator; AMP = amplifier. The circuit
diagram depicts a functioning prototype of one embodiment of the
non-linear chaotic oscillator circuit system.
[0056] The device according to a preferred embodiment of the
invention comprises the following four parts: Three of these must
be capable of emitting a broad range of frequencies (e.g., about
50 Hz to about 80 kHz): an audio transducer; an amplifier to drive
the transducer; and a sound generator/processor. The fourth item
is a power source (e.g., battery, generator or other means).
[0057] The invention also contemplates the use of ultrasonic and
infrasonic frequencies outside the ranges disclosed herein.
[0058] The sound generator/processor consists of several
components: a network of analog chaotic oscillators, digital
coding and other synthetic and/or biologically relevant sound
patterns and tones.
[0059] There are many distinct sub-circuits that make up a
preferred embodiment of the complete system according to the
invention, as follows:
4 nonlinear chaotic oscillators
4 low frequency oscillators
6 low pass filters
4 line preamps
4 line amplifiers
6 multi-channel mixers
4 opto-isolators
1 balanced amplitude modulator (ring modulator)
2 voltage regulators
[0060] The nonlinear chaotic oscillators are capable of increasing
and decreasing frequency, amplitude, duration, and can also vary
the rate of change. Nonlinear chaotic oscillators are preferred in
the invention, because they provide the ability to generate more
dynamic sounds, such as sounds that change more unpredictably and
more rapidly. It is possible also to use a linear chaotic
oscillator, but it will not provide the ideal dynamic sound
generation.
[0061] At least two oscillators are needed to be used in the
invention, but in a preferred embodiment four oscillators are
used. [0062] It is preferred that the low pass filters are used,
but they are not necessary.
[0063] As noted above, potential applications for the device and
method of the invention include, but are not limited to, the
elimination and/or prevention of infestations of wood-infesting
organisms in and around private properties, nurseries and
municipal parks.