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2009
divisiòn clase familia Generochlorophyta bacillariophyceae surirellachlorophyta bacillariophyceae naviculaceae Naviculachlorophyta bacillariophyceae naviculaceae pinnulariachrysophta bacillariophyceae fragilariaceae fragillariachrysophta bacillariophyceae naviculaceae stauroneischrysophta bacillariophyceae cymbellaceae cymbellachrysophyta bacillariophyceae tabellariaceae tabellariachrysophta bacillariophyceae naviculaceae frustuliachrysophta bacillariophyceae nitzschiaceae nitzschiachlorophyta cyanophyceae zygnemataceae spyrogyracyanophyta cyanophyceae chroococcaceae coelosphaeriumchlorophyta cyanophyceae zygnemataceae mougeotiacyanophyta cyanophyceae oscillatoriaceae oscillatoriachlorophyta chlorophyceae desmidiaceae closteriumchlorophyta chlorophyceae desmidiaceae cosmariumchlorophyta chlorophyceae oedogoniaceae bulbochaetechlorophyta chlorophyceae volocaceae eudorinachlorophyta chlorophyceae scenesmaceae scenedesmuschlorophyta chlorophyceae desmidiaceae gonatozygonchlorophyta chlorophyceae desmidiaceae micrasteriachlorophyta chlorophyceae oedogoniaceae oedogoniumchlorophyta chlorophyceae desmidiaceae desmidium
TAXONOMIA DE ALGAS
Divisiones especie / muestreo Bacillariophyceae Navicula bory Nbory
Navicula bory1 Nbory1Navicula sp1 Nsp1pinnularia sp Psppinnularia sp1 Psp1pinnularia ehrenberg PehrenbergFragilaria sp FspSurirella sp SspStauroneis sp1 Ssp1Cymbella sp1 Csp1Tabellaria flocculosa Tflocculosasynedra ulna ehrenberg SUehrenbergFrustulia rhomboides Frhomboidesnitzschia acicularis Nacicularisnitzschia sp1 Nsp1
Cyanophyceae spyrogyra sp SspSpyrogyra link SlinkCoelosphaerium kutzinghianum Ckutzinghianummougeotia sp Mougeotiasp0scillatoria sp Osp0scillatoria vaucher Ovaucher
Chlorophyceae closterium lineatum ehrenberg Clineaehrenbergclosterium calosporum wittrock Ccalosporumwittrockcosmarium laeve Claevebulbocchaete C.A.agardh BC.A.agardhEudorina elegans EelegansScenedesmus quadricauda SquadricaudaGonatozynogon monotaenium GmonotaeniumMicrasteria sp1 Msp1micrasteria sp2 Msp2Micrasteria sp3 Msp3oedogonium link OlinkDesmidium baileyi Dbaileyi
muestreo de organismos arrastre horizontal 200910/3/2009 10/17/2010 10/31/2010 11/14/2010 11/28/2010
1ra sailda 2da salida 3ra salida 4ta salida 5ta salida91 63 24 45 7085 28 48 72 6360 30 52 42 7257 38 72 61 4480 78 29 66 8520 25 44 22 54
0 13 25 9 022 0 20 12 910 8 15 4 2025 35 40 0 33
9 42 0 55 3619 0 0 8 038 29 7 0 4221 34 0 12 13
0 52 30 14 018 0 0 13 014 8 0 1 011 15 4 0 115 80 32 0 7190 87 37 9 5134 81 3 66 3926 0 51 18 6216 23 2 0 10
4 0 12 26 565 52 0 18 3336 20 0 15 1145 0 51 19 036 3 0 40 2615 8 0 14 0
2 0 0 5 011 0 4 0 811 14 0 12 2
0 0 6 0 11
12/12/20106ta salida Total cl.ml Divisiones
59 352 Bacillariophyceae82 37884 34054 32624 36234 19918 65
0 6319 76
0 13315 157
0 2731 147
6 8628 12426 57 Cyanophyceae19 42
0 3135 23328 30254 27754 211 Chlorophyceae30 8121 6824 19230 11261 176
0 10520 5710 17 EJES VALORES PROPIOS
3 26 1 0.11660 39 2 0.070957 24 3 0.001138
4885 4 0.0001331
DCA SCORESEspeciesNboryNbory1Nsp1PspPsp1PehrenbergFsp
SspSsp1Csp1TflocculosaSUehrenbergFrhomboidesNacicularisNsp1SspSlinkCkutzinghianumMougeotiaspOspOvaucherClineaehrenbergCcalosporumwittrockClaeveBC.A.agardhEelegansSquadricaudaGmonotaeniumMsp1Msp2Msp3OlinkDbaileyi
FECHAS10/3/2009
10/17/201010/31/201011/14/201011/28/201012/12/2010
EJE 1 EJE 2 EJE 30.24504 0.85569 0.65684
1.0528 0.25347 0.266881.2688 0.94701 -0.00356891.2878 0.05849 0.049023
-0.26236 0.66815 -0.0622261.3045 1.3473 -0.822572.3808 -0.46441 -0.40035
NacicularisCkutzinghianum
BC.A.agardh
Olink
ANALISIS DE TENDENCIA CENTRAL DEL FITOPLANCTON HORIZONTAL
-2
-1
0
1
2
3
4
Eje
2
1.625 0.10308 1.281.4863 1.709 -0.25535
0.66513 1.9998 0.5087-0.86834 -0.79538 -2.133
-0.4391 -1.8399 4.0050.17725 2.2056 0.84476
-1.808 0.53109 0.71870.62973 -0.22863 -0.27422
1.3591 -1.2549 1.52210.65626 0.53945 2.5857-1.6741 0.86736 2.7019
0.0063007 2.2898 -0.72172-0.26118 1.3811 1.5288
-0.5228 -0.37828 -0.636092.1618 1.6441 -0.6328
0.30745 1.3383 1.14972.0362 -2.1892 -1.5108-1.002 0.95605 1.5138
0.13809 0.29931 1.54412.6727 -0.1537 1.64
-0.30124 -0.91612 -0.160920.5847 -1.4228 1.06231.9198 -1.8869 -0.256411.0109 2.3366 1.9301
-1.9432 -1.6317 0.678372.3869 3.1004 -1.9789
EJE 1 EJE 2 EJE 30.38663 0.58166 0.67595
7.86E-14 0.72901 0.25331.1484 0.7838 0.160320.4474 -6.78E-13 -9.17E-140.4616 0.95549 0.0382770.8679 0.52062 0.28094
Nbory
Nbory1
Nsp1
Psp
Psp1
Pehrenberg
Fsp
Ssp
Ssp1Csp1
Tflocculosa
SUehrenberg
Frhomboides
Nacicularis
Nsp1
Ssp
SlinkCkutzinghianum
Mougeotiasp
Osp
Ovaucher
Clineaehrenberg
Ccalosporumwittrock
Claeve
BC.A.agardh
Eelegans
Squadricauda
Gmonotaenium
Msp1
Msp2
Msp3
Olink
Dbaileyi
ANALISIS DE TENDENCIA CENTRAL DEL FITOPLANCTON HORIZONTAL
-1 0 1 2 3
Eje 1
2009unidades 10/3/2009 10/17/2010
26.7 26.5m 36.1 39.8m 27.8 25.7
6.2 4.7
5.81 5.6
7.5 6.7
0.5 0.5
3 0.27
Fecha Resumen Estadístico Temp (°C)10/3/2009 26.7 Media = 26,1833
10/17/2010 26.5 Varianza = 1,2736710/31/2010 27.8 Desviación típica = 1,1285711/14/2010 25.1 Mínimo = 24,711/28/2010 26.3 Máximo = 27,812/12/2010 24.7
Fecha10/3/2009 6.2 Media = 6,355
10/17/2010 4.7 Varianza = 5,6573510/31/2010 6.23 Desviación típica = 2,3785211/14/2010 10.9 Mínimo = 4,211/28/2010 5.9 Máximo = 10,912/12/2010 4.2
Fecha Resumen Estadístico para pH10/3/2009 5.81 Media = 5,46667
10/17/2010 5.6 Varianza = 0,57590710/31/2010 5.49 Desviación típica = 0,75888511/14/2010 4 Mínimo = 4,011/28/2010 5.7 Máximo = 6,212/12/2010 6.2
°C
µScm-1
pH unid
O2 (mg/l)
NO3 (mg/l)
PO4 (mg/l)
Temp (°C)
µScm-1 Resumen Estadístico µScm-1
pH unid
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00923
24
25
26
27
28
29
Temperatura
Fecha
° C
Fecha10/3/2009 7.5 Media = 7,5
10/17/2010 6.7 Varianza = 0,22810/31/2010 7.8 Desviación típica = 0,47749311/14/2010 7.9 Mínimo = 6,711/28/2010 7.2 Máximo = 7,912/12/2010 7.9
Fecha10/3/2009 0.3 Media = 0,583333
10/17/2010 0.5 Varianza = 0,041666710/31/2010 0.9 Desviación típica = 0,20412411/14/2010 0.5 Mínimo = 0,311/28/2010 0.6 Máximo = 0,912/12/2010 0.7
Fecha10/3/2009 0.3 Media = 0,281667
10/17/2010 0.27 Varianza = 0,00037666710/31/2010 0.29 Desviación típica = 0,019407911/14/2010 0.25 Mínimo = 0,2511/28/2010 0.28 Máximo = 0,312/12/2010 0.3
O2 (mg/l) Resumen Estadístico O2
NO3 (mg/l) Resumen Estadístico NO3
PO4 (mg/l) Resumen Estadístico PO4
Fecha Transp (m)10/31/2010 11/14/2010 11/28/2010 12/12/2010 10/3/2009 26.7 36.1
27.8 25.1 26.3 24.7 10/17/2010 26.5 39.836.3 1.28 34.3 35.4 10/31/2010 27.8 36.327.8 56.8 26.8 24.5 11/14/2010 25.1 1.28
6.23 10.9 5.9 4.2 11/28/2010 26.3 34.3
5.49 4 5.7 6.2 12/12/2010 24.7 35.4
7.8 7.9 7.2 7.9
0.5 0.5 0.5 0.5
0.29 0.25 0.28 3 Fecha Transp (m)10/3/2009 26.7 36.1
10/17/2010 26.5 39.810/31/2010 27.8 36.311/14/2010 25.1 1.2811/28/2010 26.3 34.312/12/2010 24.7 35.4
Fecha10/3/2009
10/17/201010/31/201011/14/201011/28/201012/12/2010
Temp (°C)
Temp (°C)
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00923
24
25
26
27
28
29
Temperatura
Fecha
° C
Profundidad (m)27.8 6.2 5.81 7.5 0.3 0.325.7 4.7 5.6 6.7 0.5 0.2727.8 6.23 5.49 7.8 0.9 0.2956.8 10.9 4 7.9 0.5 0.25
26.8 5.9 5.7 7.2 0.6 0.28
24.5 4.2 6.2 7.9 0.7 0.3
Profundidad (m)27.8 6.2 5.81 7.5 0.3 0.3 24.0625.7 4.7 5.6 6.7 0.5 0.27 22.927.8 6.23 5.49 7.8 0.9 0.29 23.8356.8 10.9 4 7.9 0.5 0.25 23.9526.8 5.9 5.7 7.2 0.6 0.28 23.724.5 4.2 6.2 7.9 0.7 0.3 24.26
T °C26.7 6.2 5.81 7.5 0.3 0.3 24.0626.5 4.7 5.6 6.7 0.5 0.27 22.927.8 6.23 5.49 7.8 0.9 0.29 23.8325.1 10.9 4 7.9 0.5 0.25 23.9526.3 5.9 5.7 7.2 0.6 0.28 23.724.7 4.2 6.2 7.9 0.7 0.3 24.26
µScm-1 pH unid O2 (mg/l) NO3 (mg/l) PO4 (mg/l)
µScm-1 pH unid O2 (mg/l) NO3 (mg/l) PO4 (mg/l) T °CAmb
µScm-1 pH unid O2 (mg/l) NO3 (mg/l) PO4 (mg/l) T °CAmb
HR % mm94 0.1
93.9 0.493.5 0.193.6 0.292.7 0.293.6 0.2
HR % mm94 0.1
93.9 0.493.5 0.193.6 0.292.7 0.293.6 0.2
Muesatreo de organismos/ arrastre vertical 2009
Familas Especie/ Muestreobacillariophyceae Navicula bory 1 Nbory1
Navicula bory 2 Nbory2Navicula sp1 Nsp1Pinnularia sp PspPinnularia sp1 Psp1Pinnularia ehrenberg PehrenbergFragilaria sp FspSurirella sp SspCymbela sp1 Csp1Tabellaria flocculosa TflocculosaFrustulia rhomboides FrhomboidesNitzschia aciculares NacicularesNitzschia sp1 Nsp1
Cyanophyceae Spyrogyra link SlinkSpyrogyra sp1 Ssp1Mougeotia sp MspOscillaoria sp Osp
Clorophyceae Closterrium lineatum ehenberg ClineaehenbergCosmarium laeve ClaeveBulbochaete C.A.Agardh BC.A.AgardhEudorina elegans EelegansScenedesmus bijugus SbijugusScenedesmus quadricauda SquadricaudaMicrasteria sp1 Msp1Micrasteria sp2 Msp2Oedogonium link OlinkDesmidium baileyi Dbaileyi
Muesatreo de organismos/ arrastre vertical 200910/3/2010 10/17/2010 10/31/2010 11/14/2010 11/28/2010 12/12/2010
1ra salida 2da salida 3ra salida 4ta salida 5ta alida 6ta salida Total cl.ml Familas10 54 15 9 47 32 167 bacillariophyceae82 41 34 2 55 61 27528 0 0 8 0 6 4230 22 4 29 0 35 12016 14 0 0 21 0 5131 0 19 0 0 40 9021 0 13 2 4 29 6910 6 3 0 0 0 19
9 0 5 0 17 0 312 0 11 19 0 25 57
25 0 6 0 19 5 552 4 0 0 17 22 451 0 0 18 0 4 23
21 16 0 3 13 29 82 Cyanophyceae9 0 0 5 0 12 261 7 14 0 0 5 27
78 80 6 65 52 61 34231 0 54 43 70 65 263 Clorophyceae
0 12 0 4 0 26 4210 14 0 8 0 4 36
0 0 0 0 0 16 1621 0 4 0 13 62 100
6 0 0 11 0 21 388 0 15 0 0 42 652 0 0 0 0 18 20
24 0 32 0 35 0 910 15 0 0 0 11 26
478 2218
bacillariophyceae 10/3/2010 10/17/2010 10/31/2010 11/14/2010 11/28/2010Taxa 24 12 15 14 12Individuos 478 285 235 226 363Diversidad Shannon 2.733 2.127 2.379 2.156 2.266Dominancia Simpson 0.9135 0.8449 0.8817 0.8436 0.8801Riqueza Margalef 3.728 1.946 2.564 2.398 1.866Equidad Pielou 0.8601 0.8559 0.8784 0.817 0.9119
Cyanophyceae
Clorophyceae
EJES VALORES PROPIOS1 0.21122 0.19063 0.13374 0.09011
DCA SCORESEspecies EJE 1 EJE 2 EJE 3Nbory1 -0.51761 -1.2384 -0.9005Nbory2 -0.74288 -0.060216 -0.48333Nsp1 0.48426 -0.12944 1.2977Psp 1.3568 -0.60681 0.49264Psp1 -1.5782 -1.7992 -0.65629Pehrenberg 0.035498 1.6984 -0.36543Fsp -0.0080836 1.4614 -0.15017
Nbory1
Nbory2 Nsp1
Psp
Psp1
PehrenbergFsp
Ssp
Csp1
Tflocculosa
FrhomboidesNaciculares
Nsp1
Slink
Ssp1Msp
Osp
Clineaehenberg
Claeve
BC.A.Agardh
Eelegans
Sbijugus
Squadricauda
Msp1 Msp2
Olink
Dbaileyi
ANALISIS DE TENDENCIA CENTRAL DEL FITOPLANCTONVERTICAL
-2
-1
0 1 2 3 4
Eje 1
-2
-1
0
1
2
3
Eje
2
Ssp -0.73256 -1.1688 -0.59467Csp1 -2.6649 -0.078777 0.80622Tflocculosa 1.6433 0.9968 1.7325Frhomboides -1.7378 0.16016 0.45058Naciculares -0.29442 0.41921 -1.1986Nsp1 3.3968 -1.1639 4.9674Slink 0.22025 -0.34428 -1.0707Ssp1 1.4388 0.71365 0.44155Msp -1.0077 0.73501 -0.23298Osp 0.46641 -1.2253 0.24402Clineaehenberg -0.47978 0.63451 1.2216Claeve 1.8429 -0.058586 -1.8218BC.A.Agardh 1.0843 -2.1435 -0.073728Eelegans 2.1209 2.5068 -2.244Sbijugus 0.55852 1.5197 -1.1286Squadricauda 2.172 0.77235 0.80955Msp1 0.5935 2.2964 -0.88064Msp2 1.8241 2.2411 -1.9717Olink -2.6153 0.65415 1.1218Dbaileyi 1.2143 -1.7997 -3.1344
FECHAS EJE 1 EJE 2 EJE 310/3/2010 -0.17888 -0.028521 0.064048
10/17/2010 0.11601 -0.94495 -0.5063410/31/2010 -0.6156 0.57405 0.2956711/14/2010 0.82701 -0.38805 0.9116811/28/2010 -0.75049 -0.18112 0.07567712/12/2010 0.44791 0.47779 -0.3
12/12/201023
6312.879
0.93473.412
0.9182
Fechas10/3/2009 26.7 6.2 5.81 7.5 0.3
17/10/2009 26.5 4.7 5.6 6.7 0.5 31/10/2009 27.8 6.23 5.49 7.8 0.9 14/11/2009 25.1 10.9 4 7.9 0.5
11/28/2009 26.3 5.9 5.7 7.2 0.612/12/2009 24.7 4.2 6.2 7.9 0.7
Fechas10/3/2009 24.06 Media = 23,7833
17/10/2009 22.9 Varianza = 0,224187 31/10/2009 23.83 Desviación típica = 0,473484 14/11/2009 23.95 Mínimo = 22,9
11/28/2009 23.7 Máximo = 24,2612/12/2009 24.26
Fechas HR % Resumen Estadístico para HR %10/3/2009 94 Media = 93,55
17/10/2009 93.9 Varianza = 0,211 31/10/2009 93.5 Desviación típica = 0,459347 14/11/2009 93.6 Mínimo = 92,7
11/28/2009 92.7 Máximo = 94,012/12/2009 93.6
Fechas mm Resumen Estadístico mm10/3/2009 0.1 Media = 0,2
17/10/2009 0.4 Varianza = 0,012 31/10/2009 0.1 Desviación típica = 0,109545 14/11/2009 0.2 Mínimo = 0,1
11/28/2009 0.2 Máximo = 0,412/12/2009 0.2
Temp (°C) µScm-1 pH unid O2 (mg/l) NO3 (mg/l)
T °CAmb Resumen Estadístico T °CAmb
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00923
24
25
26
27
28
29
Temperatura
Fecha
° C
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00901234567
pH
Fecha
Unidades
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00922
22.5
23
23.5
24
24.5
Temperatura Ambiente
Fecha
°C
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00922
22.5
23
23.5
24
24.5
Temperatura Ambiente
Fecha
°C
HR % mm Fechas Fechas0.3 24.06 94 0.1 10/3/2009 6.2 10/3/2009
0.27 22.9 93.9 0.4 17/10/2009 4.7 17/10/20090.29 23.83 93.5 0.1 31/10/2009 6.23 31/10/20090.25 23.95 93.6 0.2 14/11/2009 10.9 14/11/20090.28 23.7 92.7 0.2 11/28/2009 5.9 11/28/2009
0.3 24.26 93.6 0.2 12/12/2009 4.2 12/12/2009
PO4 (mg/l) T °CAmb µScm-1
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00923
24
25
26
27
28
29
Temperatura
Fecha
° C
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0090
2
4
6
8
10
12
Conductividad
Fecha
µScm-1
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00901234567
pH
Fecha
Unidades
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0096
6.4
6.8
7.2
7.6
8
Oxigeno
Fecha
mg/L
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00922
22.5
23
23.5
24
24.5
Temperatura Ambiente
Fecha
°C
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00992
92.5
93
93.5
94
94.5Humedad Relativa
Fecha
%
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00922
22.5
23
23.5
24
24.5
Temperatura Ambiente
Fecha
°C
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00992
92.5
93
93.5
94
94.5Humedad Relativa
Fecha
%
Fechas Fechas Fechas5.81 10/3/2009 7.5 10/3/2009 0.3 10/3/2009 0.3
5.6 17/10/2009 6.7 17/10/2009 0.5 17/10/2009 0.275.49 31/10/2009 7.8 31/10/2009 0.9 31/10/2009 0.29
4 14/11/2009 7.9 14/11/2009 0.5 14/11/2009 0.255.7 11/28/2009 7.2 11/28/2009 0.6 11/28/2009 0.286.2 12/12/2009 7.9 12/12/2009 0.7 12/12/2009 0.3
pH unid O2 (mg/l) NO3 (mg/l) PO4 (mg/l)
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0090
2
4
6
8
10
12
Conductividad
Fecha
µScm-1
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0096
6.4
6.8
7.2
7.6
8
Oxigeno
Fecha
mg/L
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0090
0.10.20.30.40.50.60.70.80.9
1
Nitrato
Fecha
mg/L
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0090.220.230.240.250.260.270.280.29
0.30.31
Fosfato
Fecha
mg/L
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00992
92.5
93
93.5
94
94.5Humedad Relativa
Fecha
%
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0090
0.050.1
0.150.2
0.250.3
0.350.4
0.45
Precipitación
Fecha
mm
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
00992
92.5
93
93.5
94
94.5Humedad Relativa
Fecha
%
10/3/2
009
17/1
0/2009
31/1
0/2009
14/1
1/2009
11/28/2
009
12/12/2
0090
0.050.1
0.150.2
0.250.3
0.350.4
0.45
Precipitación
Fecha
mm
Fecha T°C pH HR% mm10/3/2009 26.7 6.2 5.81 7.5 0.3 0.3 24.06 94 0.1
10/17/2010 26.5 4.7 5.6 6.7 0.5 0.27 22.9 93.9 0.410/31/2010 27.8 6.23 5.49 7.8 0.9 0.29 23.83 93.5 0.111/14/2010 25.1 10.9 4 7.9 0.5 0.25 23.95 93.6 0.211/28/2010 26.3 5.9 5.7 7.2 0.6 0.28 23.7 92.7 0.212/12/2010 24.7 4.2 6.2 7.9 0.7 0.3 24.26 93.6 0.2
T Cond pH O2 NO3 PO4 Tamb HR mm
Análisis de Componentes Principales-----------------------------------------------Componente Porcentaje de Acumulado Número Autovalor Varianza Porcentaje 1 2,95098 32,789 32,789 2 2,89096 32,122 64,910 3 1,4001 15,557 80,467 4 1,09415 12,157 92,624 5 0,663806 7,376 100,000 6 8,04692E-17 0,000 100,000 7 6,26639E-17 0,000 100,000 8 0,0 0,000 100,000 9 0,0 0,000 100,000-----------------------------------------------
Tabla de Pesos de los Componentes
Componentes Componentes Componentes Componentes 1 2 3 4 ------------ ------------ ------------ ------------ Cond 0,264663 0,503529 0,0510823 0,209184 HR -0,0782257 0,0245055 -0,623999 0,404193 mm -0,491071 0,177442 -0,0458015 -0,362728 NO3 0,145571 -0,19367 0,623247 -0,141426 O2 0,561527 0,0128698 -0,0276884 -0,0547909 pH -0,139587 -0,554525 -0,111526 -0,168565 PO4 0,109554 -0,560374 -0,188731 0,0619004 T -0,137275 -0,200298 0,362327 0,765956 Tamb 0,543921 -0,12273 -0,19333 -0,139139
µScm2 O2 NO3 PO4 TAmb
Análisis de Componentes Principales-----------------------------------------------Componente Porcentaje de Acumulado Número Autovalor Varianza Porcentaje 1 2,95098 32,789 32,789 2 2,89096 32,122 64,910 3 1,4001 15,557 80,467 4 1,09415 12,157 92,624 5 0,663806 7,376 100,000 6 8,04692E-17 0,000 100,000 7 6,26639E-17 0,000 100,000 8 0,0 0,000 100,000 9 0,0 0,000 100,000-----------------------------------------------
Tabla de Pesos de los Componentes
Componentes Componentes Componentes Componentes 1 2 3 4 ------------ ------------ ------------ ------------ Cond 0,264663 0,503529 0,0510823 0,209184 HR -0,0782257 0,0245055 -0,623999 0,404193 mm -0,491071 0,177442 -0,0458015 -0,362728 NO3 0,145571 -0,19367 0,623247 -0,141426 O2 0,561527 0,0128698 -0,0276884 -0,0547909 pH -0,139587 -0,554525 -0,111526 -0,168565 PO4 0,109554 -0,560374 -0,188731 0,0619004 T -0,137275 -0,200298 0,362327 0,765956 Tamb 0,543921 -0,12273 -0,19333 -0,139139
T°C pH HR%26.7 6.2 5.81 7.5 0.3 0.3 24.06 9426.5 4.7 5.6 6.7 0.5 0.27 22.9 93.927.8 6.23 5.49 7.8 0.9 0.29 23.83 93.525.1 10.9 4 7.9 0.5 0.25 23.95 93.626.3 5.9 5.7 7.2 0.6 0.28 23.7 92.724.7 4.2 6.2 7.9 0.7 0.3 24.26 93.6
µScm2 O2 NO3 PO4 TAmb
mm Nbory Nbory1 Nsp1 Psp Psp1 Pehrenberg Fsp0.1 91 85 60 57 80 20 00.4 63 28 30 38 78 25 130.1 24 48 52 72 29 44 250.2 45 72 42 61 66 22 90.2 70 63 72 44 85 54 00.2 59 82 84 54 24 34 18
Ssp Ssp1 Csp1 Tflocculosa SUehrenberg Frhomboides Nacicularis22 10 25 9 19 38 21
0 8 35 42 0 29 3420 15 40 0 0 7 012 4 0 55 8 0 12
9 20 33 36 0 42 130 19 0 15 0 31 6
Nsp2 Ssp2 Slink Ckutzinghian Mougeotiasp Osp Ovaucher0 18 14 11 15 90 34
52 0 8 15 80 87 8130 0 0 4 32 37 314 13 1 0 0 9 66
0 0 0 1 71 51 3928 26 19 0 35 28 54
Clineaehrenb Ccalosporumwittro Claeve BC.A.agardh Eelegans Squadricauda26 16 4 65 36 45
0 23 0 52 20 051 2 12 0 0 5118 0 26 18 15 1962 10 5 33 11 054 30 21 24 30 61
Gmonotaenium Msp1 Msp2 Msp3 Olink Dbaileyi36 15 2 11 11 0
3 8 0 0 14 00 0 0 4 0 6
40 14 5 0 12 026 0 0 8 2 11
0 20 10 3 0 7
Fecha Taxa Individuos H' Shannon Dominancia Simpson Riqueza Margalef10/3/2009 30 986 3.106 0.9454 4.207
10/17/2010 24 866 2.935 0.9381 3.410/31/2010 22 608 2.815 0.9319 3.27611/14/2010 26 678 2.938 0.9354 3.83511/28/2010 25 871 2.93 0.9392 3.54512/12/2010 27 876 3.089 0.9471 3.837
Divisiones Total cl.ml 4885Bacillariophyta 2835Cyanophyta 942Chlorophyta 1108
58%
19%
23%
Algas Arrastre Horizontal (cl.ml)
Bacillariophyta
Cyanophyta
Chlorophyta
Fecha Taxa Individuos Diversidad Shannon Dominancia Simpson Riqueza Margalef10/3/2010 24 478 2.733 0.9135 3.728
10/17/2010 12 285 2.127 0.8449 1.94610/31/2010 15 235 2.379 0.8817 2.56411/14/2010 14 226 2.156 0.8436 2.39811/28/2010 12 363 2.266 0.8801 1.86612/12/2010 23 631 2.879 0.9347 3.412
47%
22%
31%
Algas Arrastre Vertical (cl.ml)
Bacillariophyta
Cyanophyta
Clorophyta
FamilasBacillariophyta 1044Cyanophyta 477Clorophyta 697
47%
22%
31%
Algas Arrastre Vertical (cl.ml)
Bacillariophyta
Cyanophyta
Clorophyta