Operating Conditions

Mineral composition, C/N ratio, and growth rate of microalgae vary naturally according to environmental conditions (light and temperature), availability of nutrients, or occurrence of stress. For instance, the application of nitrogen starvation induces, for some species, the stor­age of lipids (Ketchum and Redfield, 1949). However the increase of lipid content is done to the detriment of cell division, and consequently the mass productivity is lower. Therefore, it should be highlighted that all these properties are correlated and cannot be determined on the basis of independent assumptions or sources.

As shown on Table 13.5, a large variability of productivity, lipid fraction, or nutrient re­quirement is observed among the various studies. In four publications (Lardon et al., 2009; Batan et al., 2010; Stephenson et al., 2010; Khoo et al., 2011), authors suggest to impose nitrogen deprivation on the algae. To overcome the problem of the growth-rate reduction under nutrient stresses, some authors suggest cultivating microalgae in two steps. First, microalgal biomass is cultivated in nitrogen-replete conditions in order to reach a high growth rate. Then microalgae are submitted to nitrogen deprivation to increase their lipid content.

13.3 MODELING THE INVENTORY DATA

TABLE 13.4 Cultivation Systems, Growth Media, and Cultivated Species.

297

Cultivation

System Growth Medium

Brackish

Ref

ORW

PBR

Freshwater

Seawater

Water

Wastewater

Cultivated Species

Kad

X

X

X

NC

Lar

X

X

Chlorella vulgaris

Bal

X

X

Phaeodactylum tricornutum

Bat

X

X

Nannochloropsis salina

Cla10

X

X

X

NC

Jor

X

X

X

Nannochloropsis sp.

San

X

X

NC

Ste

X

X

X

Chlorella vulgaris

Bre

X

X

X

Scenedesmus dimorphus

Cam

X

X

NC

Cla11

X

X

X

Tetraselmis sp., Cyclotella sp., Dunaliella sp.,

Phaeodactylum tricornutum

Col

X

X

Chlorella vulgaris

Hou

X

X

NC

Kho

X

X

X

Nannochloropsis sp.

Yan

X

X

Chlorella vulgaris

NC = Not communicated.

Growth rate is known to be species dependent and strongly influenced by light and tem­perature (Falkowski and Raven, 1997). It can be strongly reduced by the stress protocol used to induce lipid accumulation by nutrient deprivation (Lacour et al., 2012). Depending on the location, cultivation system, species, and protocol, growth rate and biomass concentration can therefore vary by more than an order of magnitude. The hypotheses made in LCA studies reflect this large spectrum. In ORW, growth rates vary from 25 (Batan et al., 2010; Collet et al., 2011) to 40.6 g m-2 d-1 (Clarens et al., 2010). In PBR, productivities are much higher and vary from 270 (Jorquera et al., 2010) to 1536 g m-3 d-1 (Brentner et al., 2011). The PBR conception has a strong influence on the growth rate (Jorquera et al., 2010). Microalgae con­centrations range from 0.5 (Lardon et al., 2009) to 1.67 g L — (Stephenson et al., 2010) in an OR, and from 1.02 (Jorquera et al., 2010) to 8.3 g L-1 (Stephenson et al., 2010) in a PBR. Expected lipid contents vary broadly between authors: from 17.5% (Lardon et al., 2009) to 50% (Kadam, 2002) without nitrogen deprivation and from 25% (Khoo et al., 2011) to 50% with nitrogen deprivation (Batan et al., 2010; Stephenson et al., 2010).

TABLE 13.5 Operating Conditions and Needs in Fertilizers for Microalgae Cultivation.

Ref

Growth Rate (g m2 d 1 for ORW)

(g m3 d 1 for PBR and FPBR)

Concentration

(gL1)

Nitrogen

Deprivation

Lipid

(%)

Nutrients (g kg 1DM)

N

P

K

CO2

Kad

ORW: 31.4

0.8

No

50

9.41

0.02

0.01

2.16

Lar

ORW: 24.75

0.5

No

17.5

46

9.9

8.2

1.8

ORW: 19.25

Yes

38.5

10.9

2.4

2.0

2.0

Bal

3.4

No

30

65

13

0.51

Bat

ORW: 25

Yes

50

Cla10

ORW: 40.6

1

No

70

14.73

1.6

Jor

ORW: 35

ORW: 0.35

No

29.6

FPBR: 270

FPBR: 2.7

PBR: 560

TPBR: 1.02

San

0.5

No

30

Ste

ORW: 30

ORW: 1.67

Yes

50

20.32

2.30

PBR: 1,000

PBR: 8.3

Bre

ORW: 27.5

ORW: 0.47

No

31.25

82

10

1.79

PBR: 1536

PBR: 4

Cam

ORW: 30

No

5.6

0.56

1.68

Cla11

ORW: 27.9

1.4

No

19.6

77.6 (including

5.17 (including

2.36

wastewater)

wastewater)

Col

ORW: 25

0.5

No

61

8.1

6.59

1.345

Hou

ORW: 30

No

45

5.5

0.56

1.68

Kho

ORW: 25

0.5

Yes

25

24.7

2.58

1.83

PBR: NC

Yan

ORW: 35

1

No

35

33

71

58