Table 2 Key determinants of the sensitivity of the contrasting states of each ecosystem component to a hypothetical warming scenario assessed by expert knowledge

From: Expert elicitation of state shifts and divergent sensitivities to climate warming across northern ecosystems

Permafrost

State shift

Sensitivity (Response time, in years)

Key determinants of response time

Local conditions modulating response time

From

To

Direct effects of air temperature on

Indirect effects of air temperature via

1. Polar desert continuous permafrost

2. Polar tundra continuous permafrost

10–100

NA

Vegetation state shift*

See vegetation (polar desert to polar tundra)

2. Polar tundra continuous permafrost

3. Extensive discontinuous permafrost

10–100

- Permafrost thickness

- Permafrost extent

NA

- Vegetation cover

- Snowpack properties

- Soil characteristics

- Topography

- Precipitation

- Ground ice content

3. Extensive discontinuous permafrost

4. Sporadic discontinuous permafrost

10–100

- Permafrost thickness

- Permafrost extent

NA

- Vegetation cover

- Snowpack properties

- Soil characteristics

- Topography

- Precipitation

- Ground ice content

4. Sporadic discontinuous permafrost

5. Relict permafrost

10–100 to

>100

- Permafrost thickness

- Permafrost extent

NA

- Vegetation cover

- Snowpack properties

- Soil characteristics

- Topography

- Precipitation

- Ground ice content

- Permafrost depth

- Fire regime

Peatlands

State shift

Sensitivity (Response time, in years)

Key determinants of response time

Local conditions modulating response time

From

To

Direct effects of air temperature on

Indirect effects of air temperature via

1. Polygonal peatlands

2. Complex of tundra peatlands

10–100

NA

Permafrost degradation

- Soil characteristics

- Topography

- Precipitation

- Ground ice content

- Plant species colonization rate

2. Complex of tundra peatlands

4. Non-permafrost peatlands

>100

NA

Permafrost degradation

- Soil characteristics

- Topography

- Precipitation

- Ground ice content

- Plant species colonization rate

3. Mosaic of palsa and peat plateau peatlands

4. Non-permafrost peatlands

10–100

NA

Permafrost state shift

- Plant species colonization rate

- See permafrost (extensive discontinuous to sporadic discontinuous).

Lakes

State shift

Sensitivity (Response time, in years)

Key determinants of response time

Local conditions modulating response time

From

To

Direct effects of air temperature on

Indirect effects of air temperature via

1. Perennial ice cover lake

2. Intermittent ice cover lake

1–10

- Lake ice cover

- Lake water temperature

NA

- Exposure to solar radiation and wind

2. Intermittent ice cover lake

3. Seasonal ice cover/clear lake

1–10

- Lake ice cover

- Lake water temperature

NA

- Exposure to solar radiation and wind

3. Seasonal ice cover/clear lake

4. Seasonal ice cover/low colour lake

10–100

NA

- Vegetation densification

- Changes in plant assemblages

- Permafrost degradation

- Catchment soil characteristics and hydrology

4. Seasonal ice cover/low colour lake

5. Seasonal ice cover/high colour lake

10–100

NA

- Vegetation densification

- Changes in plant assemblages

- Permafrost degradation

- Catchment soil characteristics and hydrology

Snowpack

State shift

Sensitivity (Response time, in years)

Key determinants of response time

Local conditions modulating response time

From

To

Direct effects of air temperature on

Indirect effects of air temperature via

1. Polar desert snowpack

2. Polar tundra snowpack

10–100

NA

Vegetation

state shift

See Vegetation (polar desert to polar tundra).

2. Polar tundra snowpack

3. Shrub tundra snowpack

10–100

NA

Vegetation

state shift

See Vegetation (polar tundra to shrub tundra).

3. Shrub tundra snowpack

4. Boreal forest snowpack

>100

NA

Vegetation

state shift

See Vegetation (shrub tundra to forest).

Vegetation

State shift

Sensitivity (Response time, in years)

Key determinants of response time

Local conditions modulating response time

From

To

Direct effects of air temperature on

Indirect effects of air temperature via

1. Polar desert vegetation

2. Polar tundra vegetation

10–100

Plant growth, survival and reproduction

NA

- Precipitation

- Topography

- Soil characteristics

- Exposure to solar radiation and wind

2. Polar tundra vegetation

3. Shrub tundra vegetation

10–100

Plant growth, survival and reproduction

NA

- Precipitation

- Topography

- Soil characteristics

- Exposure to solar radiation and wind

- Plant species colonization rate

- Herbivory

3. Shrub tundra vegetation

5. Closed-crown coniferous forest

6. Mixed wood boreal forest

>100

Plant growth, survival and reproduction

NA

- Precipitation

- Topography

- Soil characteristics

- Exposure to solar radiation and wind

- Plant species colonization rate

- Herbivory

- Frequency and intensity of disturbances (fire, insects)

4. Open-crown coniferous forest

5. Closed-crown coniferous forest

6. Mixed wood boreal forest

>100

Plant growth, survival and reproduction

NA

- Precipitation

- Topography

- Soil characteristics

- Exposure to solar radiation and wind

- Plant species colonization rate

- Herbivory

- Frequency and intensity of disturbances (fire, insects)

5. Closed-crown coniferous forest

6. Mixed wood forest

>100

Plant growth, survival and reproduction

NA

- Precipitation

- Topography

- Soil characteristics

- Exposure to solar radiation and wind

- Plant species colonization rate

- Herbivory

- Frequency and intensity of disturbances (fire, insects)

Vertebrates

State shift

Sensitivity (Response time, in years)

Key determinants of response time

Local conditions modulating response time

From

To

Direct effects of air temperature on

Indirect effects of air temperature via

1. High-Arctic vertebrates

2. Arctic vertebrates

1–10 to 10–100

NA

Lake state shift

- Vertebrate species colonization rate

- Species interactions

- See Lakes (perennial ice cover to intermittent ice cover).

2. Arctic vertebrates

3. Low Arctic vertebrates

10–100

NA

Vegetation state shift

- Vertebrate species colonization rate

- Species interactions

- See Vegetation (polar tundra to shrub tundra).

3. Low Arctic vertebrates

4. Boreal vertebrates

>100

NA

Vegetation state shift

- Vertebrate species colonization rate

- Species interactions

- See Vegetation (shrub tundra to forest).

  1. The sensitivity is quantified by response time, which is the estimated time required for a component at critical threshold to shift from an initial state to a resulting state following an exposure to a step change of 5 °C increase in mean annual temperature. Temperature can have many effects on ecosystem components. Indirect effects are those involving another ecosystem component included in the study. Local conditions that can modulate response time (i.e., increase or decrease response time within the selected time interval) are also indicated.
  2. *Here, key determinants are the main direct or indirect effects of temperature on abiotic or biotic factors (with the latter highlighted in boldface) that determine the time required for a component to shift from an initial state to a resulting state (response time).