Jump to main content.


Implement Monitoring Programs

 

Consider both probability-based status and trend monitoring and targeted sampling for effectiveness monitoring.

Successful regional monitoring programs typically include three types of sampling approaches to 1) assess the current status of the resource, 2) detect trends over time, and 3) evaluate conditions at specific, targeted locations. Status, trend, and targeted sampling all differ in the manner in which sampling units (e.g., reef stations) are selected from among the total population of all possible sampling units.

To assess status of a resource, the best approach uses random (probability-based) selection of sampling sites from the regional area being evaluated. The best sampling designs for trend detection initially select sampling locations randomly, but then re-visit the same locations each year. For targeted sampling, locations are selected based on specific criteria, such as sites with best management practices in place or sites with known sources of disturbance.

For assessing status and trend, the primary advantage associated with random site selection is that any summary statistics derived from a random sample will be representative of the entire population, including all the sites that were not sampled.

Non-random sampling

 

Random sampling

Non-random sampling 1

 

Random Sampling 1

Three reef types are shown with sampling points indicated by black circles.

   

Non-random sampling 2

 

Random Sampling 2

Results apply only to the small area surrounding the sampling sites (indicated by shaded area).

 

Results apply to the entire reef area from which locations were selected (shaded area). Note that linear reef (red shading) was not included in the sampling and results do not apply to that area.

Rotating panel monitoring design for US Virgin Islands

During the first year of sampling within east St. Croix Island, 50 sites would be randomly selected: 10 for trend and 40 for status. An additional 10 targeted sites could also be visited. During the next 3 years, similar sites would be selected in the remaining regions. During the 5th year, data would be compiled for status and trends and more sampling would be allocated to targeted sites with known problems or required 5th-year inspections. In the 6th year the cycle repeats, with the same 10 trend sites visited in each geographic panel, but by selecting new status sites in each panel.


Year

1

2

3

4

5

East St. Croix

10 trend
40 status

       

West St. Croix

 

10 trend
30 status

     

St. Thomas

   

10 trend
40 status

   

St. John

     

10 trend
30 status

 

Targeted

10

10

10

20

40

Total   

60

50

60

60

40

For the US Virgin Islands, status monitoring is designed to answer questions such as:

Trend monitoring is designed to answer questions such as:

Targeted sampling may be used to answer questions such as:

Biological Indicators | Aquatic Biodiversity | Statistical Primer


Local Navigation


Jump to main content.