Assigning environmental variables to observed biological changes

Analytical and Bioanalytical Chemistry

Volumn 380, Issue 3 SPEC.ISS., 2004, Pages 453-466

  Flåten, Geir Rune ^a   Botnen, Helge ^b   Grung, Bjørn ^a   Kvalheim, Olav M ^a  

^a UNIVERSITY OF BERGEN   (Norway)

^b Sect of Appl Environ Research   (Norway)

Author keywords

Benthic ecology; Benthic environment; Community disturbance index (CDI); Environmental monitoring; Environmental variables; Oil and gas platforms; Partial least squares regression (PLSR); Pollution

Indexed keywords

DATA ACQUISITION; OIL FIELDS; SAMPLING;

BENTHIC COMMUNITIES; BIOLOGICAL CHANGES; ENVIRONMENTAL SAMPLING; ENVIRONMENTAL VARIABLES;

ENVIRONMENTAL IMPACT;

OIL;

ATLANTIC OCEAN; BIOLOGY; COMMUNITY; ENVIRONMENTAL FACTOR; ENVIRONMENTAL MONITORING; QUANTITATIVE ANALYSIS; REVIEW; STATISTICAL SIGNIFICANCE;

ECOSYSTEM; ENVIRONMENTAL MONITORING; ENVIRONMENTAL POLLUTANTS; GEOLOGIC SEDIMENTS; LEAST-SQUARES ANALYSIS; NORTH SEA; PETROLEUM; TIME FACTORS;

EID: 9944261458     PISSN: 16182642     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00216-004-2787-7     Document Type: Review

References (29)

1. Borg I, Groenen P (1997) Modern multidimensional scaling. Theory and applications, Chap. 19, Springer, Berlin Heidelberg New York
2. ter Braak CJF, Verdonschot PFM (1995) Canonical correspondence analysis and related multivariate methods in aquatic ecology. Aquat Sci 57(3):255-289
3. Brakstad F, Kvalheim OM, Ugland KI, Tjessem K, Bryne K, (1994) Prediction of Shannon-Wiener diversity index from trace element profiles in sediments around the Statfjord platforms. Chemosphere 29:1441-1465
4. Clarke K, Ainsworth M (1993) A method of linking multivariate community structure to environmental variables. Mar Ecol Prog Ser 92:205-219
5. Eigenvector Research (1999) PLS-Toolbox. Commercial Software Product
6. Ekofisk (1990)
7. Ekofisk (1993)
8. Ekofisk (1994)
9. Flåten GR (2002) Dynamic environmental monitoring by means of multivariate modelling. PhD thesis, University of Bergen
10. Gray JS, Clarke KR, Warwick RM, Hobbs G (1990) Detection of initial effects of pollution on marine benthos: an example from the Ekofisk and Eldfisk oilfields, North Sea. Mar Ecol Prog Ser 66:285-299
11. Höskuldsson A (2001) Variable and subset selection in PLS regression. Chemometrics Intell Lab Syst 55(1-2):23-38
12. Hurley JR, Cattell RB (1962) The Procrustes program: producing direct rotation to test a hypothesized factor structure. Behav Sci 7:258-262
13. Jackson D (1995) PROTEST: a PROcrustean randomization TEST of community environment concordance. Écoscience 2(3):297-303
14. Kvalheim OM (1985) Scaling of analytical data. Anal Chim Acta 177:71-79
15. Kvalheim OM (1988) Interpretation of direct latent-variable projection methods and their aims and use in the analysis of multicomponent spectroscopic and chromatographic data. Chemometrics Intell Lab Syst 4:11-25
16. Kvalheim OM, Brakstad F, Liang Y-Z (1994) Preprocessing of analytical profiles in the presence of homoscedastic or heteroscedastic noise. Anal Chem 66(1):43-51
17. Lindgren F, Hansen B, Karcher W, Sjöström M, Eriksson L (1996) Model validation by permutation tests: applications to variable selection. J Chemometrics 10:521-532
18. Manne R (1987) Analysis of two partial-least-squares algorithms for multivariate calibration. Chemometrics Intell Lab Syst 2:187-197
19. Mannvik HP, Cochrane S, Mikkola F, Lie Gabrielsen K, Pettersen A, Hansen L, Lyngmo V, Pearson T, Palerud R (1999) Regional miljøundersø kelse, Region IV, 1999. Technical report, Akvaplan-Niva (in Norwegian)
20. Massart B (1997) Environmental monitoring and forecasting by means of multivariate methods. PhD thesis, University of Bergen
21. Massart B, Kvalheim OM, Libnau FO, Ugland KI, Tjessem K, Bryne K (1996) Projective ordination by SIMCA: a dynamic strategy for cost-efficient environmental monitoring around offshore installations. Aquat Sci 58(2):120-138
22. Mathworks Inc. (1999) MATLAB 5.3. Commercial Software Product
23. Olsgard F, Gray JS (1995) A comprehensive analysis of the effects of offshore oil and gas exploration and production on the benthic communities of the Norwegian continental shelf. Mar Ecol Prog Ser 122:277-306
24. Peres-Neto P, Jackson D (2001) How well do multivariate data sets match? The advantage of a Procrustean superimposition approach over the Mantel test. Oecologia (in press)
25. SFT, TNPCA (1997) Guidelines for environmental monitoring of petroleum activities on the Norwegian shelf. Technical report TA:1424/1997, The Norwegian Pollution Control Authority
26. Wold S (1976) Pattern recognition by means of disjoint principal components models. Pattern Recognit 8:127-139
27. Wold S (1978) Cross-validatory estimation of the number of components in factor and principal components models. Technometrics 20:397-405
28. Wold H (1982) Soft modelling: the basic design and some extensions. Systems under indirect observations II. North-Holland, Amsterdam, pp 1-54
29. Wold S, Esbensen K, Geladi P (1987) Principal component analysis. Chemometrics Intell Lab Syst 2:37-52