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The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque international Centenaire de la Phytosociologie

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Page 1: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

The use of large data sets and information systems in nowadays vegetation research

Joop Schaminée & Stephan Hennekens

Brest, 4 November 2010, Colloque international Centenaire de la Phytosociologie

Page 2: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

The history of vegetation data

1915 Oldest relevés according to Braun-Blanquet

1992 First version of Turboveg (DOS-version)

1994 First questionnaire on overview of European vegetation data

1996 Turboveg for Windows

2008 Preslia: overview of European vegetation data

2010 Global Index of Vegetation-plot Databases (GIVD)

Page 3: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Content of presentation

National vegetation databases

Scientific research

Information systems

Page 4: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

National vegetation databases

Page 5: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Overview vegetation data Europe

Country Total Computerized Turboveg

Germany 1,600,000 90,000 65,000

Netherlands 700,000 630,000 630,000

France 350,000 310,000 0

Poland 180,000 15 ,000 0

Spain 165,000 77,000 15,000

Italy 150,000 20,000 1,000

United Kingdom

132,000 107,000 26,000

Roumenia 70,000 0 0

Belgium 58,000 45,000 33,000

Russia 57,000 37,000 27,000

Ireland 23,000 10,000 10,000

Luxemburg 15,000 14,000 14,000

Page 6: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Total number of plots - absolute numbers

Page 7: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Dutch national vegetation databank

Dutch national vegetation databank

560,000 relevés

10,000,000 geo-referenced species records

1920-2010

Page 8: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Information systems

Page 9: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Biological information systems are

• Data base driven

• Operational on different levels

• Incorporating a GIS platform

• Acting as electronic encyclopedia

• Generating new information by combining data sets

• Important for nature planning and policy making

Page 10: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

The input and management of vegetation data

Page 11: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Electronic encyclopedia

Page 12: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Electronic encyclopedia

Page 13: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Electronic encyclopedia

Page 14: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Electronic encyclopedia

Page 15: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Combining data bases

Page 16: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Combining data bases

Page 17: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Combining data bases

Page 18: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

GIS application

Page 19: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

GIS application

Page 20: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Scientific research

Page 21: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Scientific research

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0 2 4 6 8 10 12 0

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Ozinga et al. 2008

DCA axis 1 ( moisture r = 0.92 )

DC

A a

xis

2(

Sal

inity

= 0

.75)

Indirect ordination plant communities

Page 22: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Scientific research

Ordination axes 1 2 3

EigenvaluesLengths of gradient

0.729.594

0.699.307

0.528.441

Species-environment correlations:- Total (multiple correlation)- Moisture- Productivity- Light availability- Base saturation- Salinity- Temperature

0.973-0.93-0.040.230.180.070.42

0.9230.280.85

-0.030.730.220.64

0.917-0.170.33

-0.780.04

-0.54-0.11

Page 23: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Scientific research

Ozinga et al. (2005) Oikos

Potential for LDD

Adult longevity

Seed longevity low high low high low high low high

low high

low high low high

0

2

4

6

8

10

12

14

26 76 70 80 23 99 110 109

Exp

lain

ed

varia

nce

(%)

N:

Exp

lain

ed v

aria

nce

***

***

*GLM

Page 24: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Scientific research

Ozinga et al. (2005) Oikos

Potential for LDD

Adult longevity

Seed longevity low high low high low high low high

low high

low high low high

0

2

4

6

8

10

12

14

26 76 70 80 23 99 110 109

Exp

lain

ed

varia

nce

(%)

N:

Exp

lain

ed v

aria

nce

***

***

*GLM

Typha latifolia

Page 25: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Scientific research

Ozinga et al. (2005) Oikos

Potential for LDD

Adult longevity

Seed longevity low high low high low high low high

low high

low high low high

0

2

4

6

8

10

12

14

26 76 70 80 23 99 110 109

Exp

lain

ed

varia

nce

(%)

N:

Exp

lain

ed v

aria

nce

***

***

*GLM

Pedicularis sylvatica

Page 26: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

Conclusion

The eco-informatics approach opens fascinating and new ways in vegetation research by integrating large databases on different biological levels (species, plant communities, landscape) and by using a GIS platform for the vizualisation of spatial information. The new perspectives can be reached optimal by an open and free exchange of data, in other words by data-sharing and collaboration.

Page 27: The use of large data sets and information systems in nowadays vegetation research Joop Schaminée & Stephan Hennekens Brest, 4 November 2010, Colloque

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