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Table 3 Number and meaning of environmental factor classification based on the principle of chi-square binning

From: Identification of the high-risk area for schistosomiasis transmission in China based on information value and machine learning: a newly data-driven modeling attempt

Factors

Number

Classification index

AAP (mm)

8

 < 850; 850–950; 950–1000; 1000–1350; 1350–1450; 1450–1500; 1500–1550; > 1550

AAT (°C)

8

 < 11.5; 11.5–16.0; 16.0–17.0; 17.0–17.5; 17.5–18.0; 18.0–18.5; 18.5–19.0; > 19.0

IM (%)

8

 < 45; 45–50; 50–55; 55–60; 60–65; 65–70; 70–90; > 90

AR (%)

8

 < 62; 62–66; 66–68; 68–72; 72–74; 74–92; 92–95; > 95

BIO2

8

 < 7.3; 7.3–7.8; 7.8–7.9; 7.9–8.2; 8.2–8.6; 8.6–9.3; 9.3–9.9; > 9.9

BIO7

8

 < 24; 24–27.5; 27.5–29; 29–31; 31–31.5; 31.5–33; 33–33.5; > 33.5

BIO10 (°C)

8

 < 17; 17–20; 20–22; 22–25; 25–26.5; 26.5–27; 27–28; > 28

BIO11 (°C)

8

 < 5.8; 5.8–6.0; 6.0–6.2; 6.2–6.4; 6.4–6.6; 6.6–7.6; 7.6–8.6; > 8.6

BIO16 (mm)

8

 < 440; 440–460; 460–480; 480–500; 500–520; 520–540; 540–560; > 560

BIO17 (mm)

8

 < 20; 20–50; 50–130; 130–140; 140–155; 155–160; 160–175; > 175

LF

6

Plains; terraces; hills; small undulating mountains; medium undulating mountains; large undulating mountains

LD

7

Paddy field; dry land; woodland; grassland; water area; urban and rural residential land; unused land

EL (m)

7

 < 50; 50–100; 100–450; 450–700; 700–2150; 2150–2500; > 2500

SLOPE (°)

8

 < 2; 2–3; 3–6; 6–9; 9–13; 13–22; 22–29; > 29

DST (km)

8

 < 0.5; 0.5–1.0; 1.0–1.5; 1.5–2; 2–2.5; 2.5–3; 3–3.5; > 3.5

ANDVI

8

 < 0.78; 0.78–0.79; 0.79–0.8; 0.8–0.81; 0.81–0.82; 0.82–0.83; 0.83–0.84; > 0.84

GDP

(10 000/km2)

7

 < 50; 50–100; 100–150; 150–250; 250–350; 350–800; 800–1000; > 1000

DP (Person/km2)

8

 < 100; 100–150; 150–200; 200–250; 250–400; 400–450; 450–550; > 550

NTL

8

 < 0.08; 0.08–0.10; 0.10–0.12; 0.12–0.14; 0.14–0.16; 0.16–0.18; 0.18–0.54; > 0.54

  1. AAP average annual temperature, AAT annual accumulated temperature, IM index of moisture, AR aridity, BIO2 mean diurnal temperature range, BIO7 temperature annual range, BIO10 mean temperature of warmest quarter, BIO11 mean temperature of coldest quarter, BIO16 mean precipitation of wettest quarter, BIO17 mean precipitation of driest quarter, LF landform, LD land use, SLOPE slope, DST distance to waterway, EL elevation, ANDVI annual normalized difference vegetation index, GDP gross domestic product, DP density of population, NTL night-time lights