Blog Post 4: Sampling Strategies

1. Which technique had the fastest estimated sampling time?

The technique with the fastest sampling times was systematic with 12 hours and 35 minutes.

2. Compare the percentage error of the different strategies for the two most common and two rarest species.

Common / Rare Sampling Technique % Error
Common (Eastern Hemlock) Random 28.6%
Haphazard 20.6%
Systematic 17.4%
Common (Sweet Birch) Random 4.3%
Haphazard 4.3%
Systematic 26.0%
Rare (White Pine) Random 197.6%
Haphazard 48.8%
Systematic 138.1%
Rare (Red Maple) Random 8.9%
Haphazard 19.2%
Systematic 14.4%

3. Was one sampling strategy more accurate than another?

Based on the information presented in the above table, no single sampling technique was more accurate than another.

Blog Post 2

The source is “Controlling Cattail Invasion in Sedge/Grass Meadows” and can be found here: https://link-springer-com.ezproxy.tru.ca/content/pdf/10.1007%2Fs13157-017-0971-8.pdf . This source is an academic, peer-reviewed research paper. Since the author is affiliated with a college in New York I know that the paper is written by an expert in the field. This along with the fact that the paper contains in-text citations and a bibliography I know that it is academic material. In the acknowledgments, two anonymous reviewers are thanked which makes this peer-reviewed academic material. And the paper reports results from a field or lab study completed by the authors (contains methods and results section) which overall, makes this academic, peer-reviewed research material.

Blog Post 6: Data Collection

Blog Post 6: Data Collection

The field data collections at the View Royal Park have been occurring over multiple days at various times of the day. Squirrel abundance in response to dog walking has been measured. Data collection started on Saturday, February 23, 2019, while the weather was clear but chilly. following collections happened on Monday, Tuesday and Wednesday at 10:00, 1330, and 0700 respectively. The weather was clear and windy at approximately 4-5 degrees Celsius.

The predictive variable, dogs, will be organized into intervals of 0-1, 2-4 and 5+ dogs present at the park. The number of squirrels observed within these intervals will be measured and analyzed.

Each interval will be replicated at least 4 times. therefore data collection will continue until each interval (0-1, 2-4 and 5+ dogs at the park) has been noted and squirrel abundance has been measured 4 times within the intervals.

The most difficult part of implementing the sample design is the uncertainty of the number of dogs present at the park at a time. Without the ability to manipulate the number of dogs present data collection must be done over many days and times of the day.

Over four days of data collection patterns appear to support the hypothesis that squirrel abundance declines in presence of dogs as they pose a threat of predation. Although, The outlying intervals of 0-1 and 5+ have much higher replicate data than the median interval of 2-4. Number of humans without dogs in the park have also been collected as a control to show that the decrease in squirrels is not due to humans alone. The number of humans has shown no effect of squirrel abundance so far in data collection.

 

 

Blog Post 5: Design Reflections

Blog Post 5,

After reading the Blair article, which is very similar to my experiment and data collection, I realized how my sampling strategy was correct however, I could have replicated my collection not only in time but also in space by observing from different areas in my sample space. There were no difficulties in implementing my sampling strategy, I chose a place close to my home which was easy to frequent as often as I needed. I also picked a species to observe which is easy to spot and count. The results were also not surprising, as my hypothesis was supported by the data. The squirrels are less abundant in areas with high numbers of predator species like dogs. I will continue to collect data the way I have but I will also enter the park from the other entrance, walking into my sample space from another way.

Blog Post 7

For my study, I am analyzing whether elevation has an effect on the dominance of black spruce species in terms of frequency, density, and basal area. The ecological process that my hypothesis touches on is the competitive exclusion principle. Black spruce species dominate at higher elevations to avoid competition with other species such as deciduous trees. They dominate at higher elevations because they are adapted to withstand harsher conditions such as less moisture and nutrient in soil, more wind and more sunlight.

Blog Post 9

I designed an experiment to determine the nitrate and phosphate levels in water invaded by Parrotfeather. Furthermore, I wanted to determine a treatment for the invasive plant. This research was very insightful for me and helped me understand ecological processes at a higher level. I did encounter some problems in terms of carrying out the treatment in the field, which I understand I could not do due to legal reasons. However, with the help of scholarly articles and the results from the water tests performed, I was able to conclude the research with a suggestion on the treatment of Parrotfeather. Engaging in this research has increased my interest in environmental research especially for invasive species. I enjoyed the research and will be looking for a career in research. The unpredictability of biological research in the field is exhilarating. I enjoyed going to the field and collecting samples and performing tests, it felt very personal and I was invested in the research. I am proud of all that I have learned through this course and the research, I will continue to gain knowledge and keep updating my current research as well. I look forward to conducting more researched moving forward!!!

 

Tables and Graphs

Table 1. Results from the nitrate and phosphate test done on water obtained from growth and no growth areas.

(-) indicates that the levels were too low to record, whereas (+) indicates levels signifying absolute presence.

Water sample Growth No growth
Nitrate test +
Phosphate test +

 

There was no trouble obtaining the data because the samples all followed a similar pattern, the no growth samples had more nitrates and phosphates and showed a reading in the photometer, whereas the growth areas had minimal amounts that were so minuscule that the photometer could not read the levels.

The results were as expected, where there was growth the levels of phosphates and nitrates were low because the plant uptakes the nutrients. Whereas, no growth samples had more nitrates and phosphates because the samples were collected far from the plant.

Data Collection

 

From the two visits, I got different samples of water from growth and no growth areas. 8 samples were collected each day, 3 no-growth and 5 growth samples.

I had no problems collecting the data, it was quite simple to collect the water samples in sterilized bags.

I have noticed that the water near Parrotfeather growth is a lot cloudier than the samples obtained where there was no growth.

Blog Post 1 Observations

The areas I chose for my research are two ditches located by the road outside 4791 Tolmie Rd in Abbotsford, British Columbia

The site was originally visted on July 4th 2018

Time: 12:30pm

Weather: Sunny with minimal clouds

Temperature: 32°C

The ditches had water in them but they were covered with Parrotfeather (Myriophyllum aquaticum). 

Parrotfeather is an invasive aquatic plant that forms a complex subsurface canopy.

The three hypothesis are:

1-Parrotfeather grows rapidly in stagnant water.

2-Wherever Parrotfeather grows, the nitrate and phosphate levels are lower compared to where it does not grow.

3-As the population of Parrotfeather increases, the population of the surrounding plants decreases.

The prediction is that as the population of Parrotfeather increases, the levels of nitrate and phosphate decrease in the water. Low levels of nitrate and phosphate levels in the water lead to the population of the other plants to decrease. Wherever there is Parrotfeather growth, the growth of other plants will be negatively affected therefore there will be lesser population of any other plant.

 

Blog Post 4

For this assignment, I used a distance-based method to compare three sample placement techniques (systematic, simple random, haphazard) within the Snyder-Middleswarth natural area. The systematic technique was the most time-efficient strategy at 4 hours 7 minutes, followed by the haphazard technique at 4 hours 24 minutes, and the simple random technique at 4 hours 39 minutes.

The two most common tree species were Eastern Hemlock and Sweet Birch, while the two most rare tree species were Striped Maple and White Pine. The percentage of error for each species is shown in the table below:

Species Systematic

% error

Simple Random

% error

Haphazard

% error

Eastern Hemlock -9.6 53.4 -14.4
Sweet Birch -47.2 35.2 9.6
Striped Maple -49.1 -100.0 -54.3
White Pine 321.4 337.0 -100.0

Systematic sampling was the most accurate technique for Eastern Hemlock at -9.6%, while haphazard sampling was the most accurate technique for Sweet Birch at 9.6%.  Accuracy substantially decreased as species abundance decreased. Some sampling techniques failed to capture the presence of the rarest species: the simple random technique failed to detect Striped Maple, while the haphazard technique failed to detect White Pine. Detection failure, combined with the remaining data for the rarest species, made systematic sampling the most accurate technique for those species.

For most species, systematic sampling was the most accurate technique. However, when looking at accuracy for individual species, frequency and distribution would also have to be considered when trying to identify the most accurate sampling technique for each.