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Table 1 List of features involved in the current analysis

From: Modelling and mapping tick dynamics using volunteered observations

ID

Feature name

Short description

Type

1

Litter

Thickness of litter layer (Gassner et al. [15])

H

2

Moss

Coverage on a 1–10 scale of the moss layer

H

3

Herb

Coverage on a 1–10 scale of the herb layer

H

4

Brush

Coverage on a 1–10 scale of the brush layer

H

5

Tree

Coverage on a 1–10 scale of the tree layer

H

6

BioLC

Land cover as described in [15]

H

7

Oak-Y

Strength of mast year in a oak forests

M

8

AOak-Y

Strength of mast year in American oak forests

M

9

Beech-Y

Strength of mast year in European beech forests

M

16

tmin-X

Average minimum temperature in a time window

W

17

tmax-X

Average maximum temperature in a time window

W

18

prec-X

Average precipitation in a time window

W

19

rv-X

Average evapotranspiration in a time window

W

20

rh-X

Average relative humidity in a time window

W

21

sd-X

Average saturation deficit in a time window

W

22

vp-X

Average vapour pressure in a time window

W

93

min_ndvi

Minimum NDVI value for a particular location in a year

V

94

range_ndvi

Range for NDVI value for a particular location in a year

V

95

min_evi

Minimum EVI value for a particular location in a year

V

96

range_evi

Range for EVI value for a particular location in a year

V

97

min_ndwi

Minimum NDWI value for a particular location in a year

V

98

range_ndvi

Range for NDWI value for a particular location in a year

V

99

lc25 m

Land cover type in a particular location at 25 m spatial resolution

L

100

lc500 m

Land cover type in a particular location at 500 m spatial resolution

L

101

lc1 km

Land cover type in a particular location at 1 km spatial resolution

L

  1. The features belong to the following categories: tick habitat (H), mast years (M), weather (W), vegetation (V) and land cover (L). The weather features are calculated at 11 temporal aggregations, so there are 77 weather features in total. The X character is replaced by a number between 1 and 7 for short-term temporal aggregations or by a 14, 30, 90 or 365 in the case of bi-weekly, monthly, seasonal or yearly temporal aggregation, respectively. Mast features have a Y character that will be replaced by a number between 0 and 2 in function of the mast year they are referring to. In total, there are 101 features involved in this work