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why is completely randomized design frequently not useful in field studies
too many disturbing and confounding variables
which of the following is not a way to deal with disturbing variables
ignore the factor and use best professional judgement to account for the disturbing variable
researchers want to know how topography impacts the movement of quail. which of the following is the most appropriate design type for this study
response-gradient
if we measure the stem density of plants in a pollinator plot in 1m² plots every 30m along a transect this is best described as
systematic sampling
managing pops involves which of the following
increasing pops, decreasing pops, maintaining pops
quasiexperimental design
use reference areas rather than true controls and inductive and deductive inference to draw conclusions, this is where ecological studies often finds itself
response-gradient design
considers the relationship btw the response variable and a gradient of treatment levels, often does not have specific treatment levels rather the treatment occurs across a continuum
before-after-control-impact design
use both spatial and temporal reference conditions when replication and randomization are limited
before-after design
often used with long-term studies with measurements taken within a study area before and after some treatment (for enviro change)
completely randomized design
simply assigns treatments randomly to experimental units without any stratification
randomized block or stratified design
experimental units are randomly assigned to blocks (or strata), each treatment may or may not occur in each block or strata
nested design
use replication of experimental units in at least two levels of a hierarchy
repeated measures design
experiments where several comparable measurements are taken on each experimental unit, there is a lack of independence, such as radio-telemetry studies
inductive reasoning
developing an explanation for an event that has already happened
deductive reasoning
deriving a conclusion based on a set of premises
retroductive reasoning
forming general conclusions based on multiple observations of phenomena
hypothetico-deductive reasoning
hypothesis as a premise then developing a prediction then testing against data, this is the gold standard for science
independent variable
the factor or treatment that we control, that is hypothesized to influence the response
dependent variable
the factor we care about, it is central to the hypothesis and the primary thing we measure
confounding variable
variables we measure, but aren’t of primary interest, but are intended to account for known variation
this is the ‘optimal design’ to use, to conduct an impact assessment
before-after-control-impact design
when there is no pre-data, the type of ‘after-only single-time design’ where impacts are assessed along a continuous scale inside and outside of the impact zone and regression is used to test for an association btw level of impact and the wildlife response is called
gradient design
the general term used to describe any change that perturbs the current system, whether planned or unplanned, human-induced or an act of nature, is
impact
regression and correlation are
relational tests to assess how a continuous response variable varies as a continuous predictor variable changes
first order habitat selection represents
physical range limit of a species
second order habitat selection represents
placement of home ranges within the species geographic range
type 1 design can be best described as
individual animals are unidentified, the sample unit is physical location
disturbance affecting temporal variance
impacts that do no alter the mean but changes in the magnitude of oscillations btw sampling, e.g. invasive species and food web structures
recovery
a temporal process in which impacts progressively lessen through natural processes and/or restoration efforts
pulse disturbance
immediate/short-term impact, not sustained, e.g. flooding mort
recovered
when natural factors have regained their influence over biological resources being assessed
press disturbance
longer-term sustained impacts beyond the initial impacts beyond the initial impact, e.g. disturbed habitat
spatial assumption of recovery
when impact and reference sites have similar natural factors acting on it without the impact the resources track similarly
dynamic equilibrium assumption of recovery
includes both temporal and spatial variability where natural factors may differ but the mean difference remains similar
monitoring
conducted to understand rates of change or the effect of management practices on wildlife pops
ecological conditions
refers to the state of the physical, chemical, and biological characteristics of the enviro and the processes and the interactions that connect them
biotic integrity
ecosystem capability of supporting and maintaining an adaptive community of organisms having species composition, diversity, and functional organization comparable to that of a natural habitat of the region
inventory
conducted to determine the distribution and composition of wildlife and habitats in areas where information is lacking
ecological integrity
summation of the chemical, physical, and biological integrity, a more holistic approach to ecosystem management
ghosts of land use past
recognition that there were environmental insults during past time periods that are no longer visible today, but have a lasting impact on the distributions of biodiversity
habitat
resources (e.g. food and cover) and environmental conditions (e.g. temp and predators) within which animals survive and reproduce
environmental filtering
hierarchical simultaneous application of n-dimensional niche theory describing species distribution across multiple scales
vegetation
assemblages of plant species that comprise part of an animals habitat
non-invasive sampling
observational measurement of an organism or population where we strive to have little to no influence on normal animal behavior
use
a resource unit that has received some investment, an animal observed within a physical location
selection
a resource unit or habitat is used (or components exploited) disproportional to availability
planning
deliberate social/org activity of developing optimal strategy for solving problems + achieving a desired set of objs
goals
overarching statements that establish overall direction for conservation plan + define scope
objectives
specific measurable actions w/defined completion date, important steps to achieve goals
strategic objectives
org mission + vision
fundamental objectives
ultimate reason for taking action, encompasses overarching goals
means objective
define the methods/approached to be used to achieve fundamental objs
phase one
gather info, provide background + content, set the stage, define focus
phase two
decision-making process
phase three
implement decision + monitor the outcomes
wicked problems
problems that lack clear solutions because solution is linked to other problems
gap analysis
ID which species, ecosystems, features are already adequately conserved w/i existing conservation areas, then ID features that lack sufficient protections
ecological network
core conservation areas + connection corridors
climate adaptation
being integrated into other planning forms, largely focused on creating temporal corridors to facilitate natural species/habitats
species conservation
IUCN species action plans, to ESA recovery plans, to state/NGO/captive
Bioclimatic envelope models
include ecological niche models, habitat
suitability models, and species distribution models
Sensitivity
physiological tolerance, behavioral traits, genetic diversity all determine the sensitivity of a species to climate change
Resilience / Adaptive Capacity
ability of a species to survive and recover after
an ecological perturbation
Exposure
influenced by two factors (1) degree of climate change across geographic range and (2) availability of suitable microenvironments / refugia
resist
effort to maintain current condition
accept
recognize the system is changing and
allow it to self-re-organize
direct
recognize the system is changing but
add mgt actions to facilitate or direct change
toward a new desired end point
intentionality
purposeful, deliberate, and transparent strategic approaches to help us achieve our conservation objectives considering specific predicted climate impacts
good fundy objs
things that matter and desired direction
types of fundy objs
enviro, econ, social
indicators
what we plan to measure to tell us what’s happening
indicator scale
natural, proxy, constructed + subjective, objective
targets
quantitative statements for outcomes we want to achieve for each obj
precautionary principle approach
make conservation progress w/o allowing scientific uncertainty to slow down
stakeholder established targets
desire to sustain habitats + species through region
threshold based targets
ecologically based thresholds, substantive change in the dynamics/disturb of pops, comms, processes
impact of threat
impact expressed as changes in attributes of resources
source/driver of threat
thing causing the change
proximate
direct source, road development
ultimate
indirect source, global mineral drainage
cumulative threats
individual resources, specific locations
EVPI
expected value of perfect info
motivational bias
judgement is colored by involvement
cognitive bias
many forms, bias on basic thought processes, common form is overconfidence
training
give estimate + provide feedback to improve reliability
testing
eval how much of a true expert they are
structured elicitation
most useful + most common, method anticipates + mitigates
delphi
background + instructions → estimate → group discussion → revised answer → summarize
Disturbances affecting temporal variance -
do not alter the mean (e.g. abundance), but changes the magnitude of oscillations between sampling events• E.g. Hare - lynx dynamics associated with changing winter conditions
Natural factors
physical/chemical features of the environment that affect the level of a resources at a given time and location, e.g. temperature, moisture, predators, prey availability
Regime Shift
a large, rapid, and persistent change in the structure and function of an ecosystem, shifting it from one stable state to another
Optimal designs:
BACI
Suboptimal Designs:
Single-time design
Impact-reference design
Matched Pair design
Gradient design
Time-Series design
Impact Level-by-Time Interaction design
Impact Trend-By-Time Interaction design
Single-time design:
try to sample all sites (reference and impacted) within a short time window, assume there are no changes in site conditions during the sampling period
Impact-reference design:
similar to a true experimental design in that replicate samples are taken within reference and impacted sites
Matched-Pair Design
similar to a true experimental design in that replicate samples are taken within reference and impacted sites
Time-series design
animals are sampled at the same sites over time to assess their response(recovery) with the expectation that response to the disturbance will decrease over time
Impact Level-by-Time Interaction Design
following sites for an extended period (years) to assess how the pattern of recovery compares to reference sites
Impact Trend-By-Time Interaction Design
continuous variables are used (not categories) to compare trends between measures of the resource and levels of change(from the impact) over time
Implementation monitoring
assess whether a directed mgt activity has been carried out as designed