Table 1 Simulated indicators used to measure forest management effects on biodiversity and ecosystem services (BES).

From: Optimizing sustainable and multifunctional management of Alpine Forests under climate change

Indicator group

Indicator

Unit

Indicator weights for opt. scenario

Objective function

Timber / Multifunctionality

Enterprise

Protection

Rockfall protection index

0.5

0.5

Minimize the sum of downside deviations from the MaxMin value for each forest stand

Avalanche protection index

0.5

0.5

 

Timber production

Timber harvested

\(m^3~ ha^{-1}\)

0.8

0.8

Maximize the sum over all periods

Productivity

\(m^3~ ha^{-1}~ yr^{-1}\)

0.2

0.2

 

Biodiversity conservation

Number of habitat trees

n

0.25

0.23

 

Amount of deadwood

\(m^3~ ha^{-1}\)

0.25

0.15

 

Shannon index (species diversity)

0.25

0.31

Maximize the sum over all periods

Post-hoc index (structural diversity)

0.25

0.31

 

Recreation

Size of largest trees

m

0.22

0.22

Maximize the sum over all periods

Variation in tree size (post-hoc index)

0.17

0.17

 

Variation in tree species (Shannon index)

0.11

0.11

 

Visual permeation through stand (stand density index)

0.17

0.17

 

Deadwood (harvest residue)

\(m^3~ ha^{-1}\)

0.22

0.22

 

Deadwood (natural mortality)

\(m^3~ ha^{-1}\)

0.11

0.11

 

Carbon sequestration

Carbon sequestration

\(t C~ ha^{-1}\)

1

0

Maximize the sum over all periods

  1. Indicators were used as input for the optimization scenarios. Indicator weights define the importance of each indicator within a BES group during the optimization. Each individual optimization function defines how an indicator was addressed, either maximizing or minimizing the sum over all planning periods.