Workshop 1: Introduction to Distance Sampling 2016
The general objective of this 4 day workshop is to give wildlife managers, ecologists and statisticians a solid grounding in the basic methods for design and analysis of distance sampling surveys. Learning will involve a combination of lectures, computer sessions and discussion groups.
The course is intended for scientists conducting wildlife population assessments. We anticipate a mix of marine and terrestrial mammalogists, ornithologists and fisheries biologists, plus statisticians who have an interest in the topic. To gain maximum benefit from the workshop, biologists and ecologists should have some quantitative training, including basic statistical methods (point and variance estimation and confidence intervals), and some experience of survey design would be useful. Some familiarity with the concepts of line or point transect sampling would be an advantage, although no prior knowledge of these topics is assumed.
Much of the teaching will be through software running under Windows. Participants are welcome to bring their own portable computers (see Information for registrants for minimum requirements).
The term ‘distance sampling’ covers a range of methods for assessing wildlife abundance:
- line transect sampling, in which the distances sampled are distances of detected objects (usually animals) from the line along which the observer travels
- point transect sampling, in which the distances sampled are distances of detected objects (usually birds) from the point at which the observer stands
- cue counting, in which the distances sampled are distances from a moving observer to each detected cue given by the objects of interest (usually whales)
- migration counts, in which the ‘distances’ sampled are actually times of detection during the migration of objects (usually whales) past a watch point
The workshop will concentrate primarily on line and point transect sampling. The concepts of distance sampling will be explained and the assumptions of the methods discussed. Although the basic theory will be covered, the focus of the workshop will be on practical application of the methods.
The workshop will start with an introduction to wildlife population assessment methods, and demonstration of how line and point transect methods are generalizations of sample count methods (strip counts and point counts respectively). The underlying theory and assumptions of both line and point transect sampling will be discussed, and the relative merits of the two approaches in different circumstances discussed. Computer sessions will follow, to train participants in the use of Distance for typical data sets.
More complex issues will then be covered. Special methods are required when animals occur in groups or “clusters”. Size bias can occur where large clusters have a higher probability of detection than small clusters, so that population size is overestimated. We describe methods for adjusting for this bias. Stratification to improve the precision of estimates when animal abundance, detection probability or clustering varies over time or space will be discussed. Good survey design is an essential ingredient of a successful survey so design issues and field methods will be covered in detail. Some specialized applications of distance sampling such as cue counting and indirect counts (e.g., dung or nests) will be mentioned.
Automated survey design (using Distance to assist in determining where survey effort will be allocated) as well as the incorporation of covariates in modelling of detection functions moved in 2013 from the advanced workshop to this introductory workshop.
Participants will be taught how to use the newest, Windows-based version of the industry-standard program Distance. Exercises using the Distance software will be set, and participants are encouraged to bring (a subset of) their own data sets for preliminary analysis during the workshop. Towards the end of the workshop, time is put aside for informal discussion groups composed of participants with common interests or problems. In the past, these groups have discussed: population trend analysis, transect surveys in rain forest, marine mammal surveys, songbird surveys, seabird surveys and dung surveys.
Participants interested in going beyond the basics of distance sampling are encouraged to register for the advanced workshop, which takes place following this workshop.
Special note: To make additional time available to participants for their specific issues, we will post lecture materials from the first 5 lectures of the workshop online (watch this web page for details and links to these video lectures). They will be posted during July 2016 in advance of the August introductory workshop. We expect participants to have viewed these lectures prior to coming to St. Andrews. We will briefly review concepts from those lectures before addressing new material.
The workshop will begin at 09:00 on Tuesday, 16th with registration at CREEM from 08:45. The workshop will finish at 17:00 on Friday, 19th.
The following publications and software will be provided to participants at no additional cost.
* Introduction to Distance Sampling: Estimating Abundance of Biological Populations. S.T. Buckland, D.R. Anderson, K.P. Burnham, J.L. Laake, D.L. Borchers and L. Thomas. Oxford University Press, 2001.
* Distance Sampling: Methods and Applications. S.T. Buckland, E.A. Rexstad, T.A. Marques and C.S. Oedekoven. Springer, 2015. This recently published book focuses upon the topics most relevant to practictioners.
* Lecture notes containing all of the overheads and slides shown during the workshop. This material supplements and extends the distance sampling text book.
* Distance software