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Sample Collection

Scientists in many different fields – be it wildlife biology, epidemiology, sociology, psychology, anthropology, environmental science, etc. – may spend a significant amount of time “in the field”.What being “in the field” entails will vary significantly depending on the occupation. For example, wildlife biologists may spend a lot of time in jungles or wetlands, while epidemiologists may be in villages…

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Sample Collection

Sample Collection

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Scientists in many different fields – be it wildlife biology, epidemiology, sociology, psychology, anthropology, environmental science, etc. – may spend a significant amount of time “in the field”.

What being “in the field” entails will vary significantly depending on the occupation. For example, wildlife biologists may spend a lot of time in jungles or wetlands, while epidemiologists may be in villages in the developing parts of the world, studying emerging diseases. Sociologists and psychologists may consider “the field” to be the very neighbourhoods you live in!

Why are these scientists in the field? Well, a major reason is to collect samples. Sample collection is a vital part of fieldwork. In this article, we will be going over sample collection – its methods, its different types, and more.

Sample Collection: Definition and Importance

Let's begin with the definition of sample collection.

Sample collection (in environmental science) refers to the collection of specimens from the environment.

These specimens can be biotic or abiotic. What does this mean?

Biotic specimens are living organisms (e.g. animals, plants, fungi, microorganisms) in an ecosystem.

Abiotic specimens are the non-living components (e.g. air, soil, water) in an ecosystem.

Sample Collection in Research

Sample collection is vital to environmental research. It allows scientists to learn more about ecosystems.

For example, taking samples from a stream can determine how polluted it is, and whether each native species is present.

The presence or absence of certain freshwater invertebrates can indicate the level of pollution. For example, stonefly nymphs are only found in clean, unpolluted waters. In contrast, rat-tailed maggots are only seen in heavily polluted waters.

Collecting samples from the environment also helps scientists find evidence to support their theories. The evidence turns the scientist's idea into a fully-fledged, accepted theory.

Sample Collection: Procedure

When planning out their sample collection, scientists follow a specific procedure.

  1. Firstly, the scientists write a sample collection plan. This details where and when the samples will be taken, and why they need to be collected.
  2. Next, they collect the samples in the field.
  3. Finally, they ensure that the samples collected are safely contained until they are ready to be used.

It's important to follow this specific procedure for ethical reasons. Planning out what you're going to do, instead of wandering into an ecosystem and thoughtlessly grabbing specimens, will minimise disturbance and damage to the ecosystem. Safely containing samples – especially if they are live animals – prevents further distress and risk to life. Plus, it prevents any major change or degradation before analysis (there's more about this later on, so keep reading).

Plus, planning ahead gives us time to make a risk assessment. These identify potential risks and how to mitigate against them. For example:

Risk
Mitigation
Adverse weather conditions
  • Check the weather forecast in advance
  • Wear appropriate clothing
Slipping and falling
  • Wear suitable footwear
  • Pay attention to your surroundings
Falling into flowing water
  • Stay away from river banks
  • Pay attention to your surroundings
Allergic reactions from plant stings
  • Wear long sleeves and trousers
  • Bring allergy medication

Sample Collection: Types, Location, and Methods

When planning your sample collection, you need to determine the following:

  • Type of sample collection

  • Sampling location

  • Sampling methods

Types of Sample Collection

The two most prominent types of sample collection are random and systemic.

Random Sampling

In random sampling, every member of the population has an equal chance of being sampled. Random sampling is likely to produce unbiased results that are representative of the population.

However, it's not without its issues. Random sampling is time-consuming, so it's best suited to a small sampling area. Furthermore, random sampling needs to take the behaviour of the target species into account.

During the wet season, water levels are high and forests often flood. Crocodilians spread out and hide more than during the dry season. So, conducting random crocodilian sampling during the wet season would yield inaccurate population densities.

Systemic Sampling

In systematic sampling, samples are taken at regular intervals.

These intervals could refer to time (for example, sampling a stream every hour) or distance (for example, collecting samples every 10m along a transect).

Systematic sampling is quicker and easier than random sampling, but may lead to skewed results if the population exhibits an undetected pattern.

Sample Collection Location

Sampling locations should be:

  • Safe

  • Accessible

  • Suitable for your investigation

Once you have determined your sampling location, you need to gather the right equipment.

Sampling Location

A transect is a line placed across a habitat. It's useful in sampling locations that experience an environmental gradient (a change in abiotic factors that influences the organisms present).

There are two kinds of transects: line and belt.

  • Line transects are one-dimensional transects. Every individual who touches the line is identified and counted.

  • Belt transects use a rectangular area instead of a line. They supply more data than a line transect, but are more time-consuming to use.

Either kind of transect can be continuous or interrupted.

  • Continuous transects record every individual that touches the transect. They provide a high level of detail, but are very time-consuming to use. As a result, they're only suitable for short distances.

  • Interrupted transects record individuals at regular intervals. Using an interrupted transect is much quicker, but doesn't provide as much detail as a continuous transect.

Quadrats

Quadrats are frames placed in an area to designate sample collection sites.

Sample Collection open frame quadrat VaiaFig. 1 – An open frame quadrat, covering 1m2. Source: Wikimedia Commons

There are three types of quadrat used in environmental science:

  • Open frame quadrats consist of a simple square frame, typically 1m2 in size. They're particularly useful for sampling rocky areas, as the open frame allows for easy lifting and inspection.

  • Grid quadrats consist of a square frame with many smaller square 'grids' within (normally 25 or 100). They're ideal for use in areas with thick vegetation.

  • Point quadrats are very different from the other two quadrats; they consist of a T-shaped frame containing 10 long pins. The quadrat is pushed towards the ground. Organisms hit by the pins are identified and counted.

Sampling Methods

When determining your sampling method, you need to determine the equipment needed, and biotic measurements you will make.

Sampling Equipment

This table provides a summary of equipment used for sampling biotic factors.

Measuring Equipment
Purpose
Surber SamplersCollecting aquatic samples from river beds
Pitfall TrapsCollecting invertebrates, amphibians, and small reptiles from the ground
Sweep NetsDisturbing invertebrates on leaves
Beating TraysCollecting invertebrates fallen from leaves
Light TrapsAttracting insects at night
Tüllgren FunnelCollecting arthropods from soil samples

Sample Collection light trap VaiaFig. 2 – A light trap setup. Source: Wikimedia Commons

And this table details equipment suitable for measuring abiotic factors.

Abiotic FactorMeasuring Equipment
Light IntensityLight meter
TemperatureThermometer
HumidityHygrometer
pHHandheld digital probe or indicator solution
Wind SpeedAnemometer

Biotic Measurements

There are many ways to quantify the biotic and abiotic components of an ecosystem.

The DAFOR scale is a useful way to obtain an estimation of species abundance in a relatively short space of time. It's mostly used to determine vegetation abundance based on coverage. DAFOR stands for the coverage values identified:

  • (D)ominant: >75% coverage

  • (A)bundant: 51-75% coverage

  • (F)requent: 26-50% coverage

  • (O)ccasional: 11-25% coverage

  • (R)are: 1-10% coverage

The Lincoln Index is used to calculate the population size of a certain animal species by utilising the 'capture, mark, recapture' method. Several animals are captured, marked in some way, then released. At a later data, more animals are captured. The proportion of marked animals that are recaptured allows scientists to estimate the population size.

When crocodilians are captured, they are marked by 'scute clipping'. This involves clipping their dorsal scute (a rigid plate near their head). These plates won't grow back, so animals who are scute clipped as hatchlings can be identified if they are recaptured decades later.

Simpson's Biodiversity Index incorporates both species richness and species abundance.

D=1-n(n-1)/N(N-1)

Where:

  • D: diversity index (from 0 'no diversity' to 1 'infinite diversity')

  • N: total number of all organisms

  • n: number of individuals of a particular species

Let's do a worked example.

Speciesnn(n-1)
Birch77 x (7-1) = 42
Alder1212 x (12-1) = 132
Oak33 x (3-1) = 6
Holly44 x (4-1) = 12
TOTALN = 26∑ n(n-1) = 192

D = 1 – (192 ÷ 26(26-1))

D = 1 – (192 ÷ 650)

D = 0.70

Sample Collection in the Laboratory

When collecting samples for laboratory use, they need to be carefully monitored to make sure that they do not degrade or significantly change before analysis. That's one of the reasons why it's important to follow sample collection procedure!

Often, collected samples are too large or unwieldy for use in the lab, so they must be reduced in size. These reduced samples are portions of the larger sample that are deemed representative of the whole.

Once the reduced sample is adequately prepared for analysis, it is considered to be a test sample. Any subdivisions of this test sample are referred to as test portions. These are the final parts of the sample that will be used in the test.


Hopefully you now know a bit about the methods and types of sample collection that scientists might carry out in “the field” now. Maybe you're even using what you've learnt to plan your next fieldtrip!

Sample Collection - Key takeaways

  • Sample collection in environmental science refers to the collection of specimens from the environment.
  • Sample collection helps scientists understand the ecosystem and find evidence to support their theories.
  • The most prominent types of sample collection are random and systematic sampling.
  • Sampling locations need to be safe, accessible, and suitable. Sampling location is determined using transects or quadrats.
  • Sample collection involves specialised equipment and making biotic measurements using your data.
  • For laboratory use, samples may need to be reduced, but remain representative of the whole sample.

1. Nuffield Foundation, Invertebrate indicators of pollution, Practical Biology Student Sheet, 2010

Frequently Asked Questions about Sample Collection

Sample collection in environmental science refers to the collection of specimens (biotic or abiotic) from the environment.

Sample collection is vital to environmental research, as it allows scientists to determine the status of an ecosystem. By collecting biotic and abiotic samples we can determine an ecosystem's health. 

You need to determine what type of sampling needs to be conducted, ensure that you have the proper equipment and use the proper measurement standards. 

By collecting biotic and abiotic samples we can determine an ecosystem's health. Taking samples from a stream, for example, can determine how polluted it is and whether each native species is present.

Random and systemic

There are three basic steps in sample collection: 1.) Creation of a detailed sample collection plan, including when and where you will be going to do the collection, as well as why the samples need to be collected, 2.) The collection of the samples in the field, and 3.) Ensuring that the samples collected are safely contained until they are ready to be used. 

Large or unwieldy samples may be split into reduced samples for use in the laboratory. Reduced samples are deemed representative of the whole.

Final Sample Collection Quiz

Sample Collection Quiz - Teste dein Wissen

Question

What is sample size?

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Answer

Sample size is the number of participants or observations in a study.

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Question

If your sample size does not represent the target population, it is what?

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Answer

Too small

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Question

If your sample size results in using excess money, time or resources to complete your experiment, it is what?

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Answer

Too large

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Question

What is the level of precision?

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Answer

The level of precision is the range in which the true value of a population is estimated to be. 

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Question

What is the confidence level?

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Answer

The confidence level is the probability that the value of a parameter falls within a specified range of values

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Question

What is the definition of accuracy?

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Answer

Accuracy is how close a measurement is to the true value.

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Question

What is the degree of variability?

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Answer

The degree of variability is how heterogeneous the population is.

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Question

What is the definition of precision?

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Answer

Precision is how consistent the results are when the measurements are repeated.

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Question

Which of these is not a method to determine sample size?

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Answer

Level of precision

Show question

Question

To use published tables to find an appropriate sample size, data has to be normally distributed. True or false?

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Answer

True

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Question

What confidence level is typically used in science?

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Answer

95%

Show question

Question

Using a census is an appropriate approach for populations below how many individuals?

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Answer

200

Show question

Question

What is a potential problem with using sample sizes from similar studies?

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Answer

Using sample sizes from similar studies runs the risk of repeating any mistakes made in previous studies.

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How is the level of precision expressed?

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Answer

The level of precision is expressed using percentage points (±).

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Question

The higher your confidence level is, the more likely your results are...

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Answer

Accurate

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Question

Define sampling.

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Answer

Sampling is the process of collecting data to obtain information about a population.

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A sample should be representative of the population. What does this mean?

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Answer

In a representative sample, the relevant characteristics of the sample match the characteristics of the overall population.

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Define sample location.

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Answer

Sample location is the place that an environmental sample was obtained.


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What is sampling bias?

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Answer

Sampling bias occurs when some members of a population are systematically more likely to be selected than others. 

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Define relative location.

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Answer

Relative location is a description of how a place is related to other places.

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What is random sampling?

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Answer

Random sampling is a sampling technique where every member of the population is equally likely to be included in a sample.

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What is systematic sampling?

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Answer

Systematic sampling is a sampling technique where samples are taken at fixed regular intervals.

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Question

Which sampling technique is suitable for data that exhibits a pattern?

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Answer

Random sampling

Show question

Question

What is an environmental transect?

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Answer

An environmental gradient is a change in abiotic (non-living) factors through space.

Show question

Question

Define a transect.

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Answer

A transect is a line placed across a habitat.

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Question

What kind of transect supplies more data, but is more time-consuming to use?

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Answer

Belt transect

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Question

Define absolute location.

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Answer

Absolute location is a place's exact position on Earth.

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What are some accessibility problems associated with sampling locations?

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Answer

Accessibility problems include private land and geographical constraints.

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How can risk be minimised during sampling?

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Answer

Staying in groups

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What sampling technique is quicker and easier?

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Answer

Systematic sampling

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Question

Define statistically significant data.

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Answer

Statistically significant data refers to results of an experiment that are likely to be attributed to a specific cause.

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Why are statistics important?

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Answer

Statistical tests back up our results and help us to understand the natural environment better.

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Question

The alternative hypothesis states that there will be a significant relationship or difference in the data.

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Answer

True

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Question

What is the significance level used in environmental science?

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Answer

p = 0.05

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Question

How do you calculate degrees of freedom?

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Answer

n - 1

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What is variance?

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Answer

Variance is a way of measuring the differences between two datasets. It considers the spread of data points.

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In statistics, what does n mean?

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Answer

n is the size of the dataset.

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How do you find the calculated F-value?

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Answer

Divide the larger variance by the smaller variance.

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In a variance test, if the critical F-value < the calculated F-value, what happens?

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Answer

The null hypothesis is accepted.

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Question

What is Spearman's Rank test used for?

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Answer

Spearman's Rank test is used to test for an association or relationship between two variables.

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In a Spearman's Rank test, if the critical p-value = the calculated p-value, what happens?

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Answer

The null hypothesis is rejected.

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If the significance level is 0.05, what does that mean?

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Answer

There is a less than 5% chance of incorrectly rejecting the null hypothesis.

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Why do we square manipulated data when carrying out statistical tests?

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Answer

We square manipulated data to ensure that we have a positive number.

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What is a negative relationship?

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Answer

An increase in one variable is associated with a decrease in the other.

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Does correlation always equal causation?

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Answer

No

Show question

Question

________ are all living organisms (animals and plants) in an ecosystem.

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Answer

Biotic factors

Show question

Question

In ____________, each individual unit of a population has an equal chance of being sampled, thus ensuring that you are obtaining a good representation of the actual population. 

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Answer

random sampling

Show question

Question

True or False: In a population with clear patterns of behavior, random sampling at specific times or during specific seasons can produce highly inaccurate results. 

Show answer

Answer

True

Show question

Question

___________ involves sample collection at specific locations, times, etc. based on known patterns. 

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Answer

Systemic sampling

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Question

____________ are used to collect samples at specific locations along a straight line.

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Answer

Line transects

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