A Comparison of Small Population Transect and Radial Sampling Methods with Larger Whole Populations Sampling
CSEF · 2012 Mathematics & Software
Overview
Objectives/Goals My project was to determine if radial and transect sampling methods will represent a whole population statistically and at what sample size. It is obviously not practical for Forestry personnel to count all trees in large areas, so representative samples are taken with transect and radial sampling methods when aerial methods are not practical. The location of the sampling and the methods may be greatly influenced by the density over which the survey takes place. Methods/Materials To test this I made a representative scale math model where 520 hectares were laid out in a grid. Trees were simulated in a random distribution which produced areas of sparse and great density that might be found in nature. I then randomly produced numerous transect and radial survey samples of one hectare each. My hypothesis was that the whole population would be represented statistically at a 15% area sample size. I did a statistical analysis and performed a t-test at a 95% confidence level at differing sampling sizes with the two methods. Results I found out that my hypothesis was wrong. My calculations indicated that both sampling methods at a 15% sample or less did not adequately represent the whole population, nor did they work well at much larger sampling percentages. Conclusions/Discussion My conclusion is that neither radial or transects sampling in the model methods I employed worked well enough to be employed in the field. Either the sampling size needs to be increased greatly, or the methodology changed.
Summary statement
My project is to determine if radial and transect sampling methods will represent a whole population statistically and at what size.
Competition history
- CSEF 2012
Resources
Related projects
CSEF · 2004
A Comparison of Transect and Radial Sampling Methods
CSEF · 2004
A Statistical Comparison of Radial and Transect Sampling Methods in a Hypothetical 2-Dimensional Model
CSEF · 2008
Transect Sampling: A Statistical Model Demonstration of Accuracy in Forestry Management
CSEF · 2011
T.R.E. Method of Forestry
CSEF · 2004
Comparing Methods of Biostatistical Sampling
CSEF · 2005
Statistical Validity of Environmentally Variable Small Population Data Bases
CSEF · 2015
Investigating the Accuracy of the Method Foresters Use to Estimate the Radial Growth Rate of Trees
CSEF · 2014
Investigating the Accuracy of the Current Method Used to Measure Growth Rate on Redwood Trees
Closest projects by meaning, across every fair and year in the corpus.
Browse more like this
Source: California Science & Engineering Fair public projects