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Table 1 Predicted changes of suitable habitat (species distribution) and population due to climate change in Germany under two future scenarios (IPCC A1b and A2 2021–2050)

From: Forest conversion can help to mitigate impacts of climate change on common forest birds

Bird species

Present condition

A1b 2021–2050

A2 2021–2050

Δ Present → A1b

Δ Present → A2

AUC

Rel error

D 2

EU

% Suitable habitat

(N) population

% Suitable habitat

(N) population

% Suitable habitat

(N) population

% Suitable habitat

% population

(N) population

% Suitable habitat

% population

(N) population

Distribution

Abundance

Blue tit

Parus caeruleus

45.1

3,612,900

45.2

3,622,500

45.2

3,526,400

0.1

0.3

9,600

0.1

−2.4

−86,500

0.84

8.0

28.3

37.3

++

Coal tit

Parus ater

30.1

1,539,700

19.6

1,087,000

16.5

898,800

−10.4

−29.4

−452,700

−13.6

−41.6

−640,900

0.95

13.2

60.5

37.7

++

Common blackbird

Turdus merula

98.3

10 438 100

98.3

10,129,000

98.4

9,936,700

0.0

−3.0

−309,100

0.1

−4.8

−501,400

0.78

6.8

17.4

60.2

++

Common chaffinch

Fringilla coelebs

39.8

6,107,000

39.8

5,106,100

39.9

4,858,900

0.0

−16.4

−1,000,900

0.1

−20.4

−1,248,100

0.84

6.1

27.2

34.4

+

Common chiffchaff

Phylloscopus collybita

39.7

2,498,700

39.4

2,425,300

39.0

2,382,200

−0.3

−2.9

−73,400

−0.7

−4.7

−116,500

0.86

7.2

31.1

15.8

++

Common wood pigeon

Columba palumbus

45.2

1,897,400

45.3

2,260,581

45.4

2,228,457

0.1

19.1

363,132

0.2

17.4

331,009

0.83

9.1

23.9

44.5

++

Dunnock

Prunella modularis

37.1

1,231,300

38.3

1,202,200

39.0

1,191,600

1.2

−2.4

−29,100

1.9

−3.2

−39,700

0.91

10.0

15.5

27.2

++

Eurasian blackcap

Sylvia atricapilla

45.5

3,832,600

45.5

3,635,700

45.5

3,869,700

0.0

−5.1

−196,900

0.1

1.0

37,100

0.83

6.3

25.2

25.5

++

Eurasian jay

Garrulus glandarius

43.6

580,500

36.1

868,400

33.8

931,900

−7.6

49.6

287,900

−9.8

60.5

351,400

0.91

24.9

28.9

43.1

+

Eurasian nuthatch

Sitta europaea

36.1

1,369,200

32.3

1,766,600

30.7

1,847,500

−3.8

29.0

397,400

−5.4

34.9

478,300

0.84

12.0

54.9

28.2

+

Eurasian treecreeper

Certhia familiaris

12.6

311,900

2.3

61,500

0.9

26,300

−10.3

−80.3

−250,400

−11.7

−91.6

−285,600

0.93

18.4

51.1

16.3

+

European crested tit

Parus cristatus

19.8

754,400

19.8

680,100

19.9

634,400

0.0

−9.8

−74,300

0.0

−15.9

−120,000

0.93

17.2

56.7

15.4

+

European robin

Erithacus rubecula

38.8

3,203,600

37.9

3,164,000

37.7

3,157,500

−0.9

−1.2

−39,600

−1.2

−1.4

−46,100

0.81

8.5

46.2

43.0

+

Firecrest

Regulus ignicapillus

26.0

1,783,600

24.9

1,761,300

24.8

1,776,000

−1.2

−1.3

−22,300

−1.3

−0.4

−7,600

0.90

21.1

48.2

36.2

++

Garden warbler

Sylvia borin

58.4

1,694,700

45.4

1,423,100

47.2

1,351,300

−13.0

−16.0

−271,600

−11.2

−20.3

−343,400

0.86

10.3

40.0

9.3

+

Great spotted woodpecker

Picoides major

38.5

1,210,400

39.2

1,478,200

39.3

1,545,100

0.7

22.1

267,800

0.9

27.7

334,700

0.90

10.4

40.8

29.4

+

Great tit

Parus major

45.5

6,919,800

45.5

7,392,100

45.5

7,342,100

0.0

6.8

472,300

0.1

6.1

422,300

0.94

5.6

30.4

42.2

++

Hawfinch

Coccothraustes coccothraustes

14.3

381,800

6.7

346,200

5.4

313,300

−7.6

−9.3

−35,600

−8.9

−17.9

−68,500

0.86

27.0

31.3

35.5

+

Marsh tit

Parus palustris

15.7

484,500

13.7

461,400

12.7

441,000

−2.0

−4.8

−23,100

−3.0

−9.0

−43,500

0.83

10.3

25.3

7.0

++

Short-toed treecreeper

Certhia brachydactyla

10.7

569,400

7.5

331,100

6.5

294,300

−3.1

−41.9

−238,300

−4.2

−48.3

−275,100

0.79

14.2

32.7

37.6

++

Song thrush

Turdus philomelos

39.5

1,193,600

38.4

1,120,600

38.2

1,092,600

−1.1

−6.1

−73,000

−1.4

−8.5

−101,000

0.83

7.6

40.5

23.0

+

Spotted flycatcher

Muscicapa striata

6.7

212,000

2.4

76,600

4.2

132,400

−4.3

−63.9

−135,400

−2.4

−37.5

−79,600

0.89

20.0

30.0

11.5

 

Tree pipit

Anthus trivialis

6.7

156,900

5.0

127,300

3.6

89,100

−1.6

−18.9

−29,600

−3.1

−43.2

−67,800

0.84

16.8

28.4

20.0

 

Willow warbler

Phylloscopus trochilus

27.8

849,200

13.3

495,000

12.3

428,100

−14.5

−41.7

−354,200

−15.5

−49.6

−421,100

0.96

11.7

25.2

33.6

 

Winter wren

Troglodytes troglodytes

39.6

2,658,900

38.9

1,781,900

38.7

1,631,500

−0.7

−33.0

−877,000

−0.9

−38.6

−1,027,400

0.90

8.2

42.5

32.5

+

  1. Population sizes were rounded to hundreds
  2. AUC area under the ROC curve, Rel error relative error, D 2 explained deviance, EU percentage contribution of the German population to the European population of the species: + = 4–7, ++ = 8–20 %