Dynamic adjustment of training sets ('moving-window' reconstruction) by using transfer functions in paleolimnology - A new approach

Journal of Paleolimnology

Volumn 40, Issue 1, 2008, Pages 79-95

  Hübener, Thomas ^a   Dreßler, Mirko ^a   Schwarz, Anja ^b   Langner, Kirsten ^a   Adler, Sven ^a  

^a UNIVERSITY OF ROSTOCK   (Germany)

^b NONE   (Germany)

Author keywords

Diatoms; EDDI; ML; Moving window; Paleolimnology; Total phosphorous; Transfer function; WAPLS

Indexed keywords

DIATOM; FOSSIL ASSEMBLAGE; OPTIMIZATION; PALEOENVIRONMENT; PALEOLIMNOLOGY; PHOSPHORUS; RECONSTRUCTION; TRANSFER FUNCTION;

CENTRAL EUROPE; EURASIA; EUROPE; GERMANY;

BACILLARIOPHYTA;

EID: 46249100665     PISSN: 09212728     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10933-007-9145-7     Document Type: Article

References (38)

1. Adler S, Hübener T (2007) Spatial variability of diatom associations in surface lake sediments and its implications for transfer functions. J Paleolimnol 37:573-590
2. Battarbee RW, Jones VJ, Flower RJ, Cameron NG, Bennion H, Carvalho L, Juggins S (2001) Diatoms. In: Smol JP, Birks HJB, Last WM (eds) Tracing environmental change using lake sediments, vol 3. Kluwer, Dordrecht, pp 155-202
3. Battarbee RW, Monteith DT, Juggins S, Evans CD, Jenkins A, Simpson GL (2005) Reconstructing pre-acidification pH for an acidified Scottish loch: a comparison of palaeolimnological and modeling approaches. Environ Pollut 137:135-149
4. Bennion H, Juggins S, Anderson N J (1996) Predicting epilimnetic phosphorus concentrations using an improved diatom-based transfer function, and its application to lake eutrophication management. Environ Sci Technol 30:2004-2007
5. Birks HJB (1995) Quantitative paleoenvironmental reconstructions. In: Maddy D, Brew JS (eds) Statistical modeling of Quaternary science data. Technical guide 5. Quaternary Research Association, Cambridge, pp 161-254
6. Birks HJB (1998) Numerical tools in paleolimnology-progress, potentialities and problems. J Paleolimnol 20:307-332
7. Birks HJB, Line JM, Juggins S, Stevenson AC, ter Braak CJF (1990) Diatoms and pH reconstruction. Philos Trans Roy Soc B 327:263-278
8. Bradshaw EG, Rasmussen P, Odgaard BV (2005a) Mid- to late holocene land-use change and lake development at Dallund So, Denmark: synthesis of multiproxy data, linking land and lake. Holocene 15/8:1152-1262
9. Bradshaw EG, Rasmussen P, Nielsen H, Anderson NJ (2005b) Mid- to late holocene land-use change and lake development at Dallund So, Denmark: trends in lake primary production as reflected by algal and macrophyte remains. Holocene 15/8:1130-1242
10. Crawley MJ (2002) Statistical computing-an introduction to data analysis using S-plus. Wiley & Sons, Chichester
11. Dapples F, Lotter AF, van Leewen FN, van der Knaap WO, Dimitriadis S, Oswald D (2002) Paleolimnological evidence for increased landslide activity due to forest clearing and land-use since 3600 cal BP in the western Swiss Alps. J Paleolimnol 27:239-248
12. Dreßler M, Hübener T (2003) Diatomeenuntersuchungen zur Trophieentwicklung des Rugensees nördlich von Schwerin (Mecklenburg- Vorpommern) während des Holozäns. In: Almuth Schülke: Landschaften - Eine archäologische Untersuchung der Region zwischen Schweriner See und Stepenitz, Mecklenburg-Vorpommern, vom Mesolithikum bis zur Frühslawischen Zeit. Diss. Univ. Kiel
13. Dreßler M, Selig U, Dörfler W, Adler S, Schubert H, Hübener T (2006) Environmental changes and the migration period in Europe by the example of Lake Dudinghausen (northern Germany). Quatern Res 66:25-37
14. Hastie T, Tibshirani R (1990) Generalized additive models. Chapman and Hall, London
15. Hastie T, Tibshirani R, Friedman J (2001) The elements of statistical learning. Springer, New York
16. Hill MO (1973) Diversity and evenness: a unifying notation and its consequences. Ecology 54:427-432
17. Hübener T, Dörfler W (2004) Reconstruction of the trophic development of the Lake Krakower Obersee (Mecklenburg, Germany) by means of sediment-diatom- and pollen-analysis. Stud Quatern 21:101-108
18. Juggins S (2003) Europaen Diatom Database Iniziative (EDDI), http://craticula.ncl.ac.uk/Eddi/jsp/index.jsp
19. Juggins S, Anderson J, Bennion H, Lotter AF, Hausmann S, Rioual P, Ryves D, Schmidt R, Wunsam S (2000) Does merging regional diatom-based nutrient transfer functions and training sets lead to more accurate and precise hydrochemical reconstructions? 8th International Paleolimnology Symposium, Kingston
20. Kalbe L, Werner H (1974) Das Sediment des Kummerower Sees. Untersuchungen des Chemismus und der Diatomeenflora. Int Rev Ges Hydrobiol 596:755-782
21. Köster D, Racca JMJ, Pienitz R (2004) Diatom-based inference models and reconstructions revisited: methods and transformations. J Paleolimnol 32:233-246
22. Mc Gowan S, Leavitt PR, Roland IH, Anderson NJ, Jeppesen E, Odgaard BV (2005) Controls of algal abundance and community composition during ecosystem state change. Ecology 86:2200-2211
23. Lotter AF, Birks HJB (2003) The Holocene palaeolimnology of Sägistalsee and its environmental historya synthesis. J Paleolimnol 30:333-342
24. Ohle W (1973) Rasante Eutrophierung des Großen Plöner Sees in frühgeschichtlicher Zeit. Naturwissenschaften 60:47
25. Overpeck JT, Webb T, Prentice IC (1985) Quantitative interpretation of fossil pollen spectra: dissimilarity coefficients and the method of Modern Analogs. Quatern Res 23:87-108
26. Racca JMJ, Prairie YT (2004) Apparent and real bias in numerical transfer functions in palaeolimnology. J Paleolimnol 31:117-124
27. Racca JMJ, Greory-Eaves I, Pienitz R, Prairie YT (2004) Tailoring palaeolimnological diatom-based transfer functions. Can J Fish Aquat Sci 61:2440-2454
28. Sander-Johansson L, Amsinnck SL, Bjerring R, Jeppesen E (2005) Mid- to late Holocene land-use change and lake development at Dallund So, Denmark: trophic structure inferred from cladoceran subfossils. Holocene 15:1143-1151
29. Schönfelder I, Gelbrecht J, Schönfelder J, Steinberg CEW (2002) Relationship between littoral diatoms and their chemical environment in northeastern German lakes and rivers. J Phycol 38:66-82
30. Schwarz A (2006) Rekonstruktion der Entwicklung des Schulzensees und des Tiefen Sees (Mecklenburg-Vorpommern) seit dem Spätglazial mittels Diatomeenanalyse unter besonderer Berücksichtigung der Trophiegeschichte. Greifsw Geogr Arbeiten 41:1-166
31. Simpson GL, Shilland EM, Winterbottom JM, Keay J (2005) Definingreference conditions for acidified waters using a modern analogue approach. Environ Pollut 137:119-133
32. Smol JP, Birks HJB, Last WM (eds) (2001) Tracking environmental change using lake sediments, vol. 3: terrestrial, algal and siliceous indicators. Kluwer Academic Publishers, Dordrecht
33. Stoermer EF, Smol JP (eds) (1999) The diatoms: applications for the environmental and earth sciences. Cambridge University Press, Cambridge
34. ter Braak CJF (1995) Non-linear methods for multivariate calibration and their use in paleoecology: a comparison of inverse (K-Nearest Neighbours, PLS and WA-PLS) and classical approaches. Chemometr Intell Lab 28:165-180
35. ter Braak CJF, Śmilauer P (2002) CANOCO Reference manual and CanoDraw for windows user's guide. Software for canonical community ordination (version 4.5). Microcomputer Power, Ithaca, New York
36. ter Braak CJF, van Dam H (1989) Inferring pH from diatoms: a comparison of old and new calibration methods. Hydrobiologia 178:209-223
37. Werner P, Smol JP (2006) The distribution of the diatom Cyclotella comensis in Ontario (Canada) lakes. J Paleolimnol 130:373-391
38. Wood S (2006) Generalized additive models. An introduction with R. Chapman and Hall, London