circular (rose) plots 15 cluster solution version 2

Circular (Rose) Plots15 Cluster Solution

version 2

Michael Lindgren EWHALE Spatial Ecology Laboratory

Institute of Arctic BiologyUniversity of Alaska Fairbanks

February 01, 2011

Rose Plots

• These were created using the mean summary statistic from each of the variables for each of the 15 clusters displayed.

• It is important to look at the scale of each of the graphics as these graphs can be deceiving that way.

All Variables – Independent Scale for Each Graphic in Trellis

All Variables – Common Scale for All Graphics in Trellis

Only Precipitation – Independent Scale for Each Graphic in Trellis

Only Precipitation – Common Scale for All Graphics in Trellis

Only Temperature – Independent Scale for Each Graphic in Trellis

Take note of how graphic is created with negative values

Only Temperature – Independent Scale for Each Graphic in Trellis HISTOGRAM

Only Temperature – Common Scale for All Graphics in Trellis

Only Temperature – Common Scale for Each Graphic in Trellis HISTOGRAM

Line Graphics – Grouped by Cluster Spatial Neighborhood

For examination the clusters colors on the map and in the graphics have been matched up (as best possible).

CLUSTER

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

15 Cluster Solution at 10’ Spatial Resolution

The colors have been matched (as best as possible) with the colors of the lines in each of the subsequent line graphs

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

-15

-10

-5

0

5

10

15

1961-1990 Climatology Temperatures Averaged Across Cluster Categories

15 Cluster Solution - Trained / Predicted to 10min CRUPacific Maritime Biomes

Cluster 1Cluster 2Cluster 3

1961 - 1990 Period Climatology Temperature (Monthly)

Tem

pera

ture

(°C)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

-30

-25

-20

-15

-10

-5

0

5

10

15

20

1961-1990 Climatology Temperatures Averaged Across Cluster Categories

15 Cluster Solution - Trained / Predicted to 10min CRUWestern Hudson Bay Area Biomes

Cluster 4Cluster 5Cluster 9Cluster 10

1961 - 1990 Period Climatology Temperature (Monthly)

Tem

pera

ture

(°C)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

-35

-30

-25

-20

-15

-10

-5

0

5

10

15

1961-1990 Climatology Temperatures Averaged Across Cluster Categories

15 Cluster Solution - Trained / Predicted to 10min CRUArctic / Sub-Arctic Biomes

Cluster 11Cluster 12Cluster 15

1961 - 1990 Period Climatology Temperature (Monthly)

Tem

pera

ture

(°C)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

-30

-25

-20

-15

-10

-5

0

5

10

15

20

1961-1990 Climatology Temperatures Averaged Across Cluster Categories

15 Cluster Solution - Trained / Predicted to 10min CRUInterior / Sub-Arctic Biomes

Cluster 6Cluster 13Cluster 14

1961 - 1990 Period Climatology Temperature (Monthly)

Tem

pera

ture

(°C)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

-25

-20

-15

-10

-5

0

5

10

15

20

25

1961-1990 Climatology Temperatures Averaged Across Cluster Categories

15 Cluster Solution - Trained / Predicted to 10min CRUSouthern Canada Biomes

Cluster 7Cluster 8

1961 - 1990 Period Climatology Temperature (Monthly)

Tem

pera

ture

(°C)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec0

50

100

150

200

250

300

1961-1990 Climatology Total Precipitation Across Cluster Categories15 Cluster Solution - Trained / Predicted to 10min CRU

Pacific Maritime Biomes

Cluster 1Cluster 2Cluster 3

1961 - 1990 Period Climatology Precipitation (Monthly)

Prec

ipita

tion

(mm

)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec0

10

20

30

40

50

60

70

80

90

1961-1990 Climatology Total Precipitation Across Cluster Categories15 Cluster Solution - Trained / Predicted to 10min CRU

Western Hudson Bay Biomes

Cluster 4Cluster 5Cluster 9Cluster 10

1961 - 1990 Period Climatology Precipitation (Monthly)

Prec

ipita

tion

(mm

)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec0

10

20

30

40

50

60

1961-1990 Climatology Total Precipitation Across Cluster Categories15 Cluster Solution - Trained / Predicted to 10min CRU

Arctic / Sub-Arctic Biomes

Cluster 11Cluster 12Cluster 15

1961 - 1990 Period Climatology Precipitation (Monthly)

Prec

ipita

tion

(mm

)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec0

10

20

30

40

50

60

1961-1990 Climatology Total Precipitation Across Cluster Categories15 Cluster Solution - Trained / Predicted to 10min CRU

Interior/ Sub-Arctic Biomes

Cluster 6Cluster 13Cluster 14

1961 - 1990 Period Climatology Precipitation (Monthly)

Prec

ipita

tion

(mm

)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec0

10

20

30

40

50

60

70

80

90

1961-1990 Climatology Total Precipitation Across Cluster Categories15 Cluster Solution - Trained / Predicted to 10min CRU

Southern Canada Biomes

Cluster 7Cluster 8

1961 - 1990 Period Climatology Precipitation (Monthly)

Prec

ipita

tion

(mm

)