ai_al.csv

species,media,Light ,expo-day,expo-night ,_c,pH ,days,biomass,lipid,protein,carb 
a. platensis ,zarrouk ,60,12,12,30,,15,1.94,8.3,75.7,8.9
a. platensis ,zarrouk ,60,12,12,30,8.5,,3.00 ,13.34,69.78 ,12.41 
a. platensis ,zarrouk ,,12,12,30,,10,1.77 ,12.7,57.4,12.8
a. platensis ,zarrouk ,70 ,12,12,30,,15 ,3.6 ,26.73 ,64.56 ,15.41 
a. platensis ,zarrouk ,238,12,12,25,8.5,21,2.98,5.18,65.55,
a. platensis ,zarrouk ,,12,12,28,9,,2.07 ,6.96 ,66.10 ,21.24 
a. platensis ,zarrouk ,,24,0,30,9.5,7,5.97,9.36,85.89,42.36
a. platensis ,zarrouk ,60,16,8,30,,18 ,1.18,,,
a. platensis ,zarrouk ,75,16,8,25,8.5,12,2.11,8.63,55.31,26.43
a. platensis ,zarrouk ,45,12,12,28, 9,14,13.77,,,
a. platensis ,zarrouk ,75,24,0,25,,,4.07,,,
a. platensis ,zarrouk ,20,14,10,25,,7,,,42,
a. platensis ,zarrouk ,50 ,12,12,30,,30,3.13 ,18,75,30
a. platensis ,zarrouk ,110,24,0,30 ,8.5,10,2.58,25,61.88,17
a. platensis ,zarrouk ,125 ,,,28 ,,12 ,5.403  ,,,
a. platensis ,zarrouk ,50,13,11,28,,25,4.5,5.96,,0.93
a. platensis ,cftri,50 ,,,30,9.5 ,,2.83 ,,,
a. platensis ,zarrouk ,150 ,24,0,28,9,16,6.78,,,
a. platensis ,zarrouk ,200 ,,,25 ,,30,8.8,,,
a. platensis ,bg-11,90,24,0,26,,15,1.27,28.6,,
a. platensis ,zarrouk , 416  ,12, 12,30,8.5,8,1.19,15,62,60
a. platensis ,zarrouk ,80 ,24,0,25,,30,10.01,,55.33 ,
a. platensis ,zarrouk ,120 ,12,12,,,,5.35 ,30.45,38.39,
a. platensis ,zarrouk ,135,12,12,32,9,,,,32.37,36.568 
a. platensis ,zarrouk ,140 ,24,0,,,12 ,1.47 ,,67.3.3 ,17.9.
a. platensis ,zarrouk ,238,12,12,,,,2.98,5.18,65.55,47.83
a. platensis ,zarrouk ,80,14,10,30,9 ,,7.83,,62.1,
a. platensis ,zarrouk ,60,12,12,30,,15 ,2.38 ,9.87 ,73.2,30.32
a. platensis ,zarrouk , 50 ,14,10 ,30 ,,15,1.2,11.84,52.35,
a. platensis ,zarrouk ,80  ,,,22 ,,12,1.56 ,,45.5 ,
c.vulgaris, bg-11,185 ,,,25,,,6.16,,2.17,
c. vulgaris, bg-11,120,12,12,25,7,10,2.37,33.52,36.15,
c. vulgaris, bg-11,450,,,28,,,5.51,19.03,60.38,54.13
c. vulgaris, bg-11,70,12,12,25,7,12,1.5 ,25,,30.3
c. vulgaris,detmer,85,24,0,25,,10,0.26,10.9,40.5,76.4
c. vulgaris,bbm,,,,25,7,,8.9,8.3,20.2,63.7
c. vulgaris, bg-11,140,,,25,,15  ,2.36,37.8,,
c. vulgaris,b3n,75,,,20,7,,1.3,,,
c. vulgaris,basal ,60,24,0,25,,,5,53,,
c. vulgaris,bg-11,185,,, 30  ,,,6.16,,22,
c. vulgaris,bg-11,36,12,12,24,7,,,40.96 ,39.76,
c. vulgaris,bbm,50,,,,,,1.08,18,,
c. vulgaris,bbm,45,,,25,6.2,,0.171 ,33,29,10
c. vulgaris,bg-11,300 ,24,0,,,,7.13,24.1,40,59.2
c. vulgaris,,200,14,10,23,7.3,,,17,65.2,
c. vulgaris,knop,50,16,8,25,,,1.27,,0.81,73
c. vulgaris,f/2,80,24,0, 24 ,,,0.94,27.2,,
c. vulgaris,beijerinck ,,16,8,25,6.8,20,6,53.2,20,64
c. vulgaris,lc oligo ,150,16,8,20,7,,0.41,31.9,,48
c. vulgaris,bbm,45,24,0,25,,,1,28,21.92,
c. vulgaris,bg-11,,,,,7,,0.9,31.45 ,61.56 ,
c. vulgaris,F/2-Si ,100,14,10,20,,,1,0.67,,
c. vulgaris,bg-11,,,,,,,0.76 ,28.3,,
c. vulgaris,bbm,,,,,,,0.8,29.6,37.8,
chlorella spp.,bg-11,42,18,6,25,,20,2.14,16.89,,
chlorella spp.,,,,,,,,,,,
chlorella spp.,bg-11,50 ,24,0,27,,12,2.5,25,,
chlorella spp.,jaworski ,65,24,0,25,,,3.77,23.78,,
chlorella spp.,ha-sk ,,,,,,,6.9,,54.67,51.23
scendedesmus sp,bg-11,,18,6,30,7.4,14,1.51,20,,
scendedesmus sp,bg-11,60,12,12,25,,,0.55,20.91,50.12,30.88
scendedesmus sp,bbm,250,24,0,25,,20,,18,18,
scendedesmus sp,,132,,,24,,,9,30,25,45
scendedesmus sp,bg-11,,12,12,25,,12,0.6,27.93,47.75,
scendedesmus sp,bbm,,,,,,15,1.18,16.5,40,41.3
scendedesmus sp,bg-11,50,,,,,,2.56,58,,
scendedesmus sp,bg-11,25,10,14,,,,1.5,28.3,30,
scendedesmus sp,bg-11,50,,,,,,3.88,41.1,11.1,
scendedesmus sp,detme,102,24,0,25,8,,1.1,,,
scendedesmus sp,bg-11,60,12,12,25,,15,0.42,,,
 s.obliquus,bbm,50,24,0,27,,14,1.7,,35,34
 s.obliquus,,520,24,0,22,7,,4.2,13.81,21.04,68.81
 s.obliquus,f/2 and bbm ,150,24,0,25,8,,1.76,33,,
 s.obliquus,carbon free bg 11,,24,0,,6.9,,4.98,33.04,9.48,30.87
 s.obliquus,bg-11,88,14,10,25,,,0.72,32.26,,
 s.obliquus,mineral bold basal ,50,16,8,7,,,,,,
 s.obliquus,bbm,60,16,8,25,,14,7,42.6,6.8,
 s.obliquus,bbm,40,,,27,,20,0.65,34,,21
s. quadricauda,,,14,10,25,,30,1,22.63,32,46.17
s. quadricauda,,100,,,25,7,,,13.02,,
s. quadricauda,bg-11,40,,,,,,1,39.33,8,19.26
s. quadricauda,bbm,100,,,25,,15,1.46,15.40 ,,
s.acuminatus,bg-11,300,,,,,14,4.24,36.4,,28.64
s.acuminatus,bg-11,300,,,25,,20,12.41,25.2,39.11,34.43
s.acuminatus,bg-11,300,,,25,7.6,18,7.6,22.2,38.2,
s. dimorphus,,,,,,,,0.59,32,,
s. rubescens,guillard F/2 ,60,16,8,23,,25,1.74,38.14,40,
s. bajacalifornicus,bg-11,180,16,,,7,14,0.85,25.81,,25
s. obtusus,bbm,20,16,8,,7.5,,0.52,28.74,25.94,20.74
c. sorokiniana ,,110,,,28,,,,,27.38,34.06
c. sorokiniana ,tap ,185,24,0,28,7.5,14,5.2,25,,
c. sorokiniana ,bg-11,600,24,0,35,,,1.71,,63.2,
c. sorokiniana ,HS ,2000,24,0,25,7.5,30,0.9,,,
c. sorokiniana ,bg-11,,,,,,16,1.62,25.54,47.2,26.6
c. sorokiniana ,bg-11,120,16,8,25,,,2.6,35.85,,
c. sorokiniana ,bg-11,,,,,,,0.4,12,50,
c. sorokiniana ,bbm,33,16,8,25,,,1.94,33,,
c. sorokiniana ,bg-11,"100, 211, 284 ",,,30,7.5,,,,,
c. sorokiniana ,mann and myer ,,,,30,,,5.04,,,
c. sorokiniana ,bg-11,120,24,0,25,,30,1.5,61.52,,
c. sorokiniana ,bbm,,,,,,,2.93,,,
c. sorokiniana ,bg-11,20,,,25,,,1.89,46,,
c. sorokiniana ,pe-001A ,200,12,12,,7.5,,6.51,25,30.7,
c. sorokiniana ,bg-10,250,12,12,25,,30,1.44,,,
c. sorokiniana ,bg-11,75,,,30,9,,1,44.1,,
c. sorokiniana ,bbm,80,,,30,,,1.6,28.7,,
c. sorokiniana ,,80,,,25,,,1.67,25,35.02,16.3
c. sorokiniana ,,140,12,12,28,,,1.8,35,,
c. sorokiniana ,,100,12,12,25,,,2.33,10,12,14
c. sorokiniana ,bg-11,327,16,8,27,,,1.42,20,,42.13
c. sorokiniana ,,100,,,25,8,,1.93,25,30,55
c. sorokiniana ,bg-11,80,12,12,25,,,1.85,30,,
c. sorokiniana ,,85,12,12,23,,,0.68,25,,
c. sorokiniana ,bg-11,200,12,12,,,,1.5,33,,
c. sorokiniana ,bg-11,130,14,10,25,,15,0.9,,,
c. sorokiniana ,,650,,,,,,11.58,,,
c. sorokiniana ,sk medium,900,24,0,25,,,0.97,,,56
c. sorokiniana ,bg-11,120,12,12,25,,,2.3,,15,13
c. sorokiniana , (MWC + Se),72,16,8,25,,30,1.2 ,39.7,,
c. sorokiniana ,bbm 6N ,100,24,0,32,,9,2.67,26,,
c. sorokiniana ,bg-11  and knop,221,24,0,25,,26,2.6,,,22
c. sorokiniana ,cooking cocoon wastewater,"50 
",12,12,25,7,,2.83,25.91,48.39,25.32
p.purpureum ,artificial sea water ,350,24,0,,,16,5.54,12,47.1,52.1
p.purpureum ,f/2  ,30,16,8,25,7.5  ,35,1.22,,,
p.purpureum , erdseiber  and bold 1nv ,,24,0,25,8,18,5.85,26.73,,
p.purpureum ,artificial sea water ,30,16,8,25,,21,1.83,37.43,,
p.purpureum ,artificial sea water ,100  ,24,0,25,,20  ,2.02 ,,30,30
p.purpureum ,artificial sea water ,50  ,24,0,25,7.6,18,2.55  ,10.49,31.04,45.86
p.purpureum ,MM1-2,56,24,0,25,7,14,2.3-2.5 ,,40,39.6
p.purpureum ,"artificial sea water, F/2 and KOCH",100 ,24,0,25,,20  ,16.24  ,25,46.9,50
p.purpureum ,f/2-RSE ,100 ,24,0,20 ,8.0 ,,3.4  ,,,
p.purpureum ,vonshak , 165 ,12,(12:12),21,,,3.10 ,3.26,23.09 ,25.11 
p. cruentum , f/2 ,300,24,0,20,7.5,,0.91,51.8,,
p. cruentum ,"modified provasoli, f/2 , hemerick ", 150,24,0,18,,,4.65,,34,
h. pluvialis,bg-11,330,24,0,26,,40,2,,,
h. pluvialis,"bbm,mm2,km1,provasoli",60,24,0,24,,, 1.4 ,,,
h. pluvialis,jaworski,75,16,8,20,7.5,22,0.4/d,,,
h. pluvialis,bbm,20,16,8,25,,35,1.8,,,
h. pluvialis,NIES-C  ,50,12,12,23,,,2.47,,,
h. pluvialis,synthetic ,,,,,,,0.09,,62.7,
h. pluvialis,,250,16,8,22,7.5,,2.2,34.22,,
h. pluvialis,mbg-11,66,,,22,,,4,62,45,16
h. pluvialis,"bbm,rm,bg-11,km2",40,24,0,,,,0.64,,58,
h. pluvialis,NIES-N,20,12,12,30,,,1.26 ,,,
h. pluvialis,NIES-C  ,80,24,0,25,7.5,,1.53,,,
h. pluvialis,bbm,60,24,0,30,,,0.6,,,
h. pluvialis,bbm,150,,,28,,,0.77,,10,85.6
h. pluvialis,,80,14,10,24,,,1.2–1.3,,,
h. pluvialis,bbm,50,,,25,,,1.84  ,,30,33.2
h. pluvialis,bg-11,105 ,,,,,,2.09,,,
h. pluvialis,bg-11,30 ,,,28,7.5,15,1.65,55.11,,
h. pluvialis,,,,,,,23,0.87,25.43,,
h. pluvialis,NSIII ,104,16,8,,,,9.1,,,
h. pluvialis,bg-11,30,,,28,,25,1.5,55,0.24,34
h. pluvialis,modified standard inorganic ,70,,,,,,2,,,
h. pluvialis,autotrophic,60,16,8,25,,,4.4,,,
h. pluvialis,bbm,150,,,28,7.5,,0.59,42.84,,
h. pluvialis,jaworski,37,12,12,21,,,1.34 ,,,
h. pluvialis,NIES-C,40,,,,,,2.06,25.5,41.2,17.3
h. pluvialis,bbm,108,24,0,25,,,2.36,43,,
h. pluvialis,,50,12,12,22,7.5,,3,27,18,27
c. pyrenoidosa,tap ,60,16,8,30 ,7.5,8,0.58,,,
c. pyrenoidosa,bbm,,,,28,,,,27.5,53.8,69.7
c. pyrenoidosa,,92,12,12,25,,,1.36,50.24,24.06,12.91
c. pyrenoidosa,bg-11 ,36,12,12,24,,12,, ,,
c. pyrenoidosa,bbm,45,16,8,20,,,2.56,14,55,
c. pyrenoidosa,bg-11 ,35,14,10,25,,,4.5,27,62,57
c. pyrenoidosa,SE ,,12,12,25,,,6.4,31.12,48.93,
c. pyrenoidosa,bg-11 ,,12,12,,,,1,28,56,
c. pyrenoidosa,synthetic aquaculture wastewater,105,12,12,25,,,1.2,,,
c. pyrenoidosa,bg-11,106.4,12,12,25,,,1,37.03,,
c. pyrenoidosa,selenite enrichment  ,127,12,12,25,,,2.72,,54,
c. pyrenoidosa,fogg's medium,,12,12,25,7.2,,0.64,,,
c. pyrenoidosa,selenite enrichment,127,12,12,25,,,4.03,25,60.46,
c. pyrenoidosa,bg-11,30,,,46,,,5.68,15.8,27.85,
c. pyrenoidosa,recycled seawater ,,,,45,,,3.4,32.1,15,
c. pyrenoidosa,bg-11,46,,,,,,1.48,,,
c. zofingiensis ,tap ,150,,,,,29,3.3,37,,
c. zofingiensis ,modified bristol ,150,,,,,,8.3 ,64.5,,
c. zofingiensis ,bbm,65,12,12,,,,1.2,30,,
c. zofingiensis ,,,,,,,,9.9,66.1,28,
c. zofingiensis ,bg-11,100,24,0,25,,28,5.99,65.1,,
c. zofingiensis ,modified M-8,63,,,, ,,4.1,,,
c. zofingiensis ,bg-11,,,,,,,2.27,47.73,33.15,47.73
c. zofingiensis ,bristol ,50,,,,,,0.62,,,
c. zofingiensis ,modified bg-11,,,,,7.6,,2.83,,39.9,33.6
c. zofingiensis ,bg-11,150,,,25,,,3,,,
c. variabilis,bg-11,120,12,12,25,6.9,,1.6,12,50,
c. variabilis,mn-8,40,24,0,24,,16,0.75,,56,35
c. variabilis,bbm,95,18,6,,,,1.86,25.22,,
c. variabilis,zarrouk,150,12,12,37,7.5,,,75,,49.29
c. variabilis,zarrouk,60,12,12,,,18,1.51 ,20.97,58,15.06
c. variabilis,,39,16,8,25,,,,24.8,,31.4
c. variabilis,,40,24,0,24,,,0.64,22,74,34
c. variabilis,wuxal,30.4,14,10,28,7.5,,2.66,,,
c. variabilis,tap ,150,24,0,25,7.5,14,7.37,26.5,49.6,26.17
c. variabilis,wuxal ,30.4,,,28,,14,6,,,
c. salina,waln,50,12,12,25,,,1.06,15,38,25
c. salina,"conway (1st stage), yao synthetic (2nd stage), and pretreated wastewater",30,12,12,30,,,0.58,,,24
c. salina,DsMG , 100 ,12,12,25.5,,20,0.7,11.8,,
c. salina,modified johnson,55,24,0,20,7.5,,1.4,15,70,25
c. salina,artificial medium,42.4,12,12,25,,,1.23,22.28,,