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Predicting Harmful Algae Blooms

Jan 22, 2023

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Mario Fernandes
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Page 1: Predicting Harmful Algae Blooms

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Page 2: Predicting Harmful Algae Blooms

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Page 7: Predicting Harmful Algae Blooms

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Page 8: Predicting Harmful Algae Blooms

|PO4>=43.82

Cl>=7.806

oPO4>=51.12

mxPH< 7.87

PO4>=6.25

PO4< 43.82

Cl< 7.806

oPO4< 51.12

mxPH>=7.87

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16.9n=200(12)

8.92n=148

(3)

7.44n=141

(2)

3.8n=85(0)

13n=56(2)

38.7n=7(1)

39.7n=52(9)

33n=29(4)

27.6n=22(2)

49.8n=7(2)

48.2n=23(5)

10 20 30 40 50

−40

−20

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4060

80

predictions

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3.8n=85

13n=56

27.6n=22

38.7n=7

48.2n=23

49.8n=7

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Page 11: Predicting Harmful Algae Blooms

|PO4>=3.5

NH4< 11.81

NO3< 5.07 NH4< 14.88

season=spring

size=small

Cl< 6.028

Cl< 5.607 Cl< 6.583

oPO4< 3.5

NH4< 41

NH4< 38.56

season=autumn,winter

speed=medium

season=summer

season=winter

PO4< 3.5

NH4>=11.81

NO3>=5.07 NH4>=14.88

season=autumn

size=medium

Cl>=6.028

Cl>=5.607 Cl>=6.583

oPO4>=3.5

NH4>=41

NH4>=38.56

season=spring

speed=high

season=spring,winter

season=spring

16.9n=200(12)

15.8n=196

(8)

38.6n=13(1)

36.2n=12(0)

66.9n=1(1)

14.2n=183

(7)

51.7n=4(2)

25.1n=2(0)

78.2n=2(2)

69.9n=1(1)

86.6n=1(1)

13.3n=179

(5)

36.4n=15(1)

34.4n=14(0)

64.3n=1(1)

11.2n=164

(4)

81.9n=1(1)

10.8n=163

(3)

74.2n=1(1)

10.4n=162

(2)

27.9n=22(1)

23.8n=19(0)

53.7n=3(1)

35.6n=2(0)

89.8n=1(1)

7.67n=140

(1)

72.2n=4(4)

82.7n=1(1)

68.7n=3(3)

64.2n=1(1)

70.9n=2(2)

66n=1(1)

75.8n=1(1)

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Page 12: Predicting Harmful Algae Blooms

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