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A  STUDY  OF  THE  RELATIONSHIP 
BETWEEN  OCEANIC  CHEMICAL  MESOSCALE  AND 
SEA  SURFACE  THERMAL  STRUCTURE  AS  DETECTED 
BY  SATELLITE  INFRARED  IMAGERY 


Don  Alan  Nestor 


us 


NAVAL  POSTGRADUATE  SCHOOL 

Monterey,  California 


THESIS 


A  Study  of  the  Relationship 
Between  Oceanic  Chemical  Mesoscale  and 
Sea  Surface  Thermal  Structure  as  Detected 
by  Satellite  Infrared  Imagery 

by 

Don  Alan  Nestor 

June  1979 


Thesis  Advisor: 


E.D.  Traganza 


Approved  for  public  release;  distribution  unlimited 


UNCLASSIFIED 


SECURITY   CLASSIFICATION  OF   THIS  PAOC  (Whon  Dmlm  Enlorod) 


REPORT  DOCUMENTATION  PAGE 


1.  REPORT  NUMBER 


READ  INSTRUCTIONS 
BEFORE  COMPLETING  FORM 


2.  GOVT   ACCESSION   NO. 


J.      RECIPIENT'S  CATALOG   NUMBER 


4.  title  fm,dsub»,i.)   A  STUDY  OF  THE  RELATIONSHIP 
BETWEEN  OCEANIC  CHEMICAL  MESOSCALE  AND  SEA 
SURFACE  THERMAL  STRUCTURE  AS  DETECTED  BY 
SATELLITE  INFRARED  IMAGERY 


5.     TYRE  OF   REPORT  *   PERIOO  COVERED 

Master's  Thesis: 
June  1979 


•  ■  PERFORMING  ORG.  REPORT  NUMBER 


7.  AUTMORf«; 

Don  Alan  Nestor 


•   CONTRACT  OR  GRANT  NUMBERf*.) 


8.  PERFORMING  ORGANIZATION  NAME  AND  AOORESS 

Naval  Postgraduate  School 
Monterey,  California  93940 


10.  PROGRAM  ELEMENT.  PROJECT.  TASK 
AREA  *  WORK  UNIT  NUMBERS 


II.  CONTROLLING  OFFICE  NAME  ANO  AOORESS 

Naval  Postgraduate  School 
Monterey,  California  93940 


12.     REPORT   DATE 

June    1979 


19.     NUMBER  OF   PAGES 
92 


14.     MONITORING   AGENCY  NAME  *    AOORESV"  MUwmtt  from  Controlling  OIHco) 

Naval  Postgraduate  School 
Monterey,  California  93940 


1S.     SECURITY  CLASS,  (ol  thio  raport) 

Unclassified 


\%:    OECLASSIFIC  ATI  ON/ DOWN  GRADING 
SCHEDULE 


1«.     DISTRIBUTION   STATEMENT  (ol  thia  Xoport) 

Approved  for  public  release;  distribution  unlimited 


17.     DISTRIBUTION  STATEMENT  (ol  (*»•  aoalrmct  anlorod  In  Block  30.  II  lilUmrmnt  from  Kmpon) 


IS.     SUPPLEMENTARY  NOTES 


IS.     KEY  WOROS  (Contlmio  on  rorotao  aldo  II  nocoaamrr  and  Idontltf  by  black  number) 


20.     ABSTRACT  (Continue  on  rovormo  aldo  II  nocoaamrr  awtd  Identity  by  block  number) 

In  recent  years  the  study  of  ocean  fronts  and  eddies  has  become 
increasingly  important  to  the  U.S.  Navy  for  they  are  of  vital  im- 
portance in  understanding  underwater  sound  transmission.   From  the 
history  of  satellite  pictures  for  the  area  of  the  ocean  off  the 
central  California  coast ,  it  appears  that  cold  water  which  has 
come  to  the  surface  as  a  result  of  upwelling  has  become  inter- 
twined within  the  California  Current.   The  persistent  thermal 


DO        FORM 
*fW     1   JAN  73 

(Page    1) 


1473  EDITION  OF   I  NOV  SS  IS  OSSOLETE 

S/N   0102-014-6601   I 


UNCLASSIFIED 


SECURITY  CLASSIFICATION  OF  THIS  PAOE  (When  Dmtm  Mntorod) 


UNCLASSIFIED 


fg»eu»wTy  ei*in>ic«Tiow  or  tin  •i9(<nH,  n»»«  c*>«~.* 


features  in  the  sea  surface  which  are  formed  were  the  subject 
area  of  this  study.   Direct  telephone  contact  was  established  with 
the  satellite  receiving  station  which  afforded  real  time  satellite 
information  as  to  the  thermal  structure  of  the  sea  surface  on  a 
mesoscale.   This  satellite  sensed  thermal  structure  was  then  com- 
pared with  iri  situ  nutrient  and  temperature  data  collected  on 
three  separate  cruises  on  board  the  research  vessel  ACANIA.   A 
strong  inverse  correlation  was  observed  between  nutrient  concen- 
trations and  sea  surface  temperature  in  the  case  of  a  recent  up- 
welling.   The  nitrate  to  phosphate  ratio  ranged  from  1.9:1  to 
12.4:1  in  this  study  with  the  highest  values  observed  in  the  up- 
welled  waters,  and  a  overall  modal  value  of  5:1  observed  in  the 
open  ocean  waters.   The  agreement  between  the  in.  situ  data  and  the 
satellite  imagery  was  very  strong  and  the  utilization  of  satellite 
imagery  was  shown  to  be  a  very  effective  method  to  localize  an 
ocean  front. 


DD     Form       1473 

,  1  Jan  73 
S/N    0102-014-6601 


UNCLASSIFIED 


2     »ccu«i*»  euAMiriCATio*  o*  **•»  **o«r»»»«»<  o«««  **»•'•«) 


Approved  for  public  release;  distribution  unlimited, 

A  Study  of  the  Relationship 
Between  Oceanic  Chemical  Mesoscale  and 
Sea  Surface  Thermal  Structure  as  Detected 
by  Satellite  Infrared  Imagery 

by 

Don  Alan  Nestor 
Lieutenant,  United  States  Navy 
B.S.,  United  States  Naval  Academy,  1972 


Submitted  in  partial  fulfillment  of  the 
requirements  for  the  degree  of 


MASTER  OF  SCIENCE  IN  OCEANOGRAPHY 


from  the 

NAVAL  POSTGRADUATE  SCHOOL 
June  1979 


ABSTRACT 
In  recent  years  the  study  of  ocean  fronts  and  eddies  has 
become  increasingly  important  to  the  U.S.  Navy  for  they  are  of 
vital  importance  in  understanding  underwater  sound  transmission. 
From  the  history  of  satellite  pictures  for  the  area  of  the  ocean 
off  the  central  California  coast,  it  appears  that  cold  water 
which  has  come  to  the  surface  as  a  result  of  upwelling  has  be- 
come intertwined  within  the  California  Current.   The  persistent 
thermal  features  in  the  sea  surface  which  are  formed  were  the 
subject  area  of  this  study.   Direct  telephone  contact  was  estab- 
lished with  the  satellite  receiving  station  which  afforded  real 
time  satellite  information  as  to  the  thermal  structure  of  the 
sea  surface  on  a  mesoscale.   This  satellite  sensed  thermal 
structure  was  then  compared  with  iri  situ  nutrient  and  temperature 
data  collected  on  three  separate  cruises  on  board  the  research 
vessel  ACANIA.   A  strong  inverse  correlation  was  observed  be- 
tween nutrient  concentrations  and  sea  surface  temperature  in 
the  case  of  a  recent  upwelling.   The  nitrate  to  phosphate  ratio 
ranged  fron  1.9:1  to  12.4:1  in  this  study  with  the  highest  values 
observed  in  the  upwelled  waters,  and  a  overall  modal  value  of 
5:1  observed  in  the  open  ocean  waters.   The  agreement  between 
the  in  situ  data  and  the  satellite  imagery  was  very  strong  and 
the  utilization  of  satellite  imagery  was  shown  to  be  a  very 
effective  method  to  localize  an  ocean  front. 


TABLE  OF  CONTENTS 

I.   INTRODUCTION 10 

II.   THEORY 12 

A.  CURRENT  SYSTEM  (CENTRAL  CALIFORNIA)   12 

B.  NUTRIENTS  (NITRATE  AND  PHOSPHATE) 13 

C.  CHEMICAL  MESOSCALE  15 

D.  SATELLITE  IMAGERY   16 

III.   METHODS 21 

A.  SATELLITE  IMAGERY   21 

B.  NUTRIENTS 23 

C.  STATISTICS  .  . 26 

D.  TEMPERATURE 26 

IV.   RESULTS 28 

A.  CRUISE  II 28 

B.  CRUISE  III 28 

C.  CRUISE  IV 38 

D.  CRUISE  V 39 

V.   DISCUSSION 53 

APPENDIX  A.   LISTING  OF  CRUISE  DATA:  TIME,  LATITUDE,  60 
LONGITUDE,  DISATNCE,  ATP,  NITRATE,  PHOS- 
PHATE, NUTRIENT  RATIO,  TEMPERATURE   

BIBLIOGRAPHY  88 

INITIAL  DISTRIBUTION  LIST   91 


LIST  OF  FIGURES 
Figure 

1.  Cruise  II  Ship's  Track 29 

2.  Graph  of  Nitrate,  Phosphate,  and  Sea 
Surface  Temperature  Versus  Distance 

Along  the  Track  of  Cruise  II 30 

3.  Cruise  III  Ship's  Track  and  Outline 

of  Oceanic  Front 32 

4.  Graph  of  Nitrate,  Phosphate,  and  Sea 
Surface  Temperature  Versus  Distance 

Along  the  Track  of  Cruise  III 34 

5.  Regression  Analysis  of  Nitrate  Versus 

Phosphate  for  the  Outbound  Leg  of  Cruise  III  ....  35 

6.  Regression  Analysis  of  Nitrate  Versus 

Phosphate  for  the  Inbound  Leg  of  Cruise  III   ....  36 

7.  Nutrient  Ratio  Frequency  Chart  for  Cruise  III   ...  37 

8.  Cruise  IV  Ship's  Track 40 

9.  Graph  of  Nitrate,  Phosphate,  and  Sea  Surface 
Temperature  Versus  Distance  Along  the  Track 

of  Cruise  IV 42 

10.  Regression  Analysis  of  Nitrate  Versus 

Phosphate  for  Cruise  IV 43 

11.  Nutrient  Ratio  Frequency  Chart  for  Cruise  IV  ....  44 

12.  Cruise  V  Ship's  Track 46 

13.  Graph  of  Nitrate,  Phosphate,  and  Sea 
Surface  Temperature  Versus  Distance 

Along  the  Track  of  Cruise  V 48 

14.  Regression  Analysis  of  Nitrate  Versus 

Phosphate  for  Cruise  V 49 

15.  Nutrient  Ratio  Frequency  Chart  for  Cruise  V   ....  50 


LIST  OF  PHOTOGRAPHIC  PLATES 

Plate 

1.  NOAA-5  Satellite  Picture  for  7  December  1978  ....  33 

2.  SMS-2  Satellite  Picture  for  20  January  1979  ....  41 

3.  TIROS-N  Satellite  Picture  for  25  March  1979  ....  47 


LIST  OF  TABLES 

Table 

1.  Summary  of  Nutrient  Regression  Analyses  51 

2.  Indices  of  Biochemical  Nutrient  Utilization  ....   52 


8 


ACKNOWLEDGEMENTS 

I  would  like  to  take  this  opportunity  to  thank  the  many 
people  who  were  so  helpful  to  me  in  completing  my  thesis. 
First,  I  wish  to  thank  Dr.  Eugene  D.  Traganza  who  is  the 
principle  investigator  for  the  "Chemical  Mesoscale"  project 
which  is  supported  by  the  Office  of  Naval  Research,  Code  480, 
National  Space  Technology  Laboratory,  Bay  St.  Louis,  MS. 
To  Professor  Traganza  I  give  my  most  sincere  thanks  for  his 
professional  guidance  and  criticism  enabling  me  to  turn  out 
a  product  of  which  I  will  always  be  proud.   Secondly,  I  wish 
to  thank  two  people  whose  professionalism  were  vital  in  the 
collection  and  processing  of  the  data  utilized  in  this  study, 
Andrea  McDonald  and  Laurence  Breaker.   I  would  also  like  to 
acknowledge  the  assistance  of  the  Captain  and  the  crew  of  the 
R/V  ACANIA  who  willingly  gave  of  their  time  and  effort  when 
I  was  on  board  their  ship. 

Finally,  I  would  like  to  express  my  gratitude  to  my  wife 
and  two  sons  for  their  patience,  understanding,  and  support 
during  the  last  year. 


INTRODUCTION 

In  recent  years  the  study  of  ocean  fronts  and  eddies  has 
become  increasingly  important  to  the  U.S.  Navy  for  they  are 
of  vital  importance  in  understanding  both  short  and  long  range 
underwater  sound  transmission.   From  a  naval  warfare  stand- 
point an  ocean  front  can  be  defined  as  "any  discontinuity  in 
the  ocean  which  significantly  alters  the  pattern  of  sound 
transmission  and  propagation  loss"  (Cheney  and  Winfrey,  1974). 
For  this  study  the  fronts  and  eddies  associated  with  the 
coastal  upwelling  ecosystem  off  the  Central  California  coast 
were  investigated  from  a  chemical  mesoscale  standpoint  utilizing 
satellite  infrared  imagery  to  detect  the  presence  of  the 
features.   The  significance  of  the  nutrient  concentrations 
and  their  changes  associated  with  ocean  fronts  and  eddies  is 
that  the  larger  values  of  nutrients  normally  observed  with  up- 
welled  water  can  lead  to  increased  biological  activity  which 
is  generally  found  along  a  front.   An  increase  in  biological 
activity  can  have  a  significant  degrading  effect  on  Anti- 
submarine Warfare  (ASW)  operations  due  to  the  associated  in- 
crease in  reverberation  and  ambient  noise  (Cheney  and  Winfrey, 
1974).   Therefore,  studying  the  change  in  the  concentrations 
of  the  nutrients  across  oceanic  thermal  boundaries  is  an  im- 
portant step  in  gaining  a  better  understanding  of  the  charac- 
teristics of  ocean  fronts. 

The  concentrations  of  nitrate  and  phosphate  in  seawater 
have  been  extensively  studied  for  many  years.   From  these 


10 


studies  it  can  be  summarized  that  the  nitrate  and  phosphate 
concentrations  of  the  world's  oceans  are  quite  varied, 
especially  in  the  boundary  regions  of  the  oceans  due  to  the 
generally  more  complex  circulation  patterns  and  biological 
activity  (Riley  and  Skirrow,  1965).   In  this  thesis,  these 
nutrient  variations  were  studied  to  determine  their  relation- 
ship to  thermal  fronts  as  sensed  by  satellite  infrared 
imagery. 

In  recent  years  large  areas  of  the  oceans  surrounding 
North  America  have  been  monitored  by  the  National  Oceanic 
and  Atmospheric  Administration's  (NOAA)  polar-orbiting  satel- 
lites.  These  NOAA  satellites  send  very  high  resolution 
radiometer  (VHRR)  data  twice  daily  to  three  receiving  stations 
(Brower  et  al ,  1976).   The  satellite  imagery  of  the  eastern 
boundary  of  the  North  Pacific  Ocean  has  revealed  persistent 
thermal  features  in  the  sea  surface  which  appear  to  be 
associated  with  ocean  fronts  and  eddies.   From  the  history  of 
satellite  pictures  for  the  area  of  the  ocean  off  the  central 
California  coast,  it  appears  that  cold  water  which  has  come 
to  the  surface  as  a  result  of  upwelling  has  become  intertwined 
within  the  California  Current  (Traganza,  1978).   This  inter- 
twining of  colder,  upwelled  water  with  the  warmer  water  of 
the  California  Current  which  forms  thermally  banded  eddies 
was  the  subject  area  of  primary  study  for  this  thesis. 


11 


THEORY 

CURRENT  SYSTEM  (CENTRAL  CALIFORNIA) 

Wooster  and  Reid  (1963)  describe  the  current  system  off 
the  central  California  coast  as  made  up  of  three  main  currents 

1)  the  southerly  flowing  California  Current, 

2)  a  northerly  flowing  California  Countercurrent ,  and 

3)  seasonal  upwelling  currents. 

The  California  Current  is  part  of  the  North  Pacific  gyre. 
It  transports  cold,  low  salinity  waters  into  the  central 
California  coastal  area  which  are  high  in  nutrients.   Beneath 
the  California  Current,  the  northward  flowing  California 
Countercurrent  transports  warmer,  high  salinity  waters  into 
the  study  area  which  are  also  high  in  nutrients.   During  late 
fall  or  early  winter,  however,  this  countercurrent  appears 
to  reach  the  surface,  displacing  the  California  Current  sea- 
ward, and  it  is  then  known  as  the  Davidson  Current.   The 
Davidson  Current  appears  to  be  related  to  the  seasonal  wind 
field,  and  as  it  develops  in  the  late  fall  it  is  strengthened 
during  periods  of  southwesterly  winds  (Reid  et  al ,  1958). 

If  the  prevailing  winds  are  strong  from  the  north  or  north- 
west as  normally  occurs  in  the  central  California  coastal  area 
during  spring  and  summer,  a  period  of  upwelling  is  developed. 
The  surface  waters  are  transported  away  from  the  coast  under 
the  influence  of  wind  stress  and  Coriolis  force  causing  sub- 
surface waters  to  rise  and  take  the  place  of  the  water  moving 
offshore.   A  result  of  this  type  of  upwelling  is  the  formation 


12 


of  a  partially  closed  circulation  cell.   During  periods  of 
upwelling,  the  central  California  coastal  waters  become  low 
in  temperature  and  high  in  nutrient  content  (Sverdrup  et  al , 
1942).   This  upwelling  can  be  very  sporadic  with  the  transi- 
tion from  a  period  of  the  Davidson  Current  to  the  upwelling 
period  often  being  ill-defined.   However,  the  opposite  is 
also  true,  and  the  transition  may  be  very  abrupt  if  strong 
upwelling  occurs  early  in  the  year  (Smethie,  1973). 

NUTRIENTS  (NITRATE  AND  PHOSPHATE) 

The  nutrients  studied  in  this  thesis  are  reactive  dissolved 
inorganic  nitrate  and  reactive  dissolved  inorganic  phosphate. 
The  concentrations  and  distributions  of  both  nitrate  and 
phosphate  have  been  studied  a  great  deal  for  both  are  essen- 
tial constituents  of  living  organisms  (Sverdrup  et  al ,  1942). 
Redfield  (1958)  first  pointed  out  that  the  chemical  composition 
of  the  organic  soft  tissue  formed  by  plants  is  relatively 
constant  with  roughly  16  atoms  of  nitrate  for  every  atom  of 
phosphate.   In  the  deep  waters  of  the  ocean  the  ratios  of 
these  same  elements  which  have  been  released  from  organic 
tissue  also  is  very  nearly  16  atoms  of  nitrate  for  each  phos- 
phate atom.   The  release  to  sea  water  of  nitrate  and  phosphate 
in  deep  waters  is  a  result  of  decomposition  and  respiration. 
This  is  represented  by  the  statistical-stoichiometric  model 
developed  by  Richards  (1965),  viz., 
(CH  0)    (NH  )   H  P0  +138  02==106COKL22H  OKL6HN0  +H  P0 

210631631*  2  3   3   «♦ 


organic  matter  nutrients 

13 


Distribution  of  the  nutrients  in  the  ocean  and  their 
relative  concentrations  are  largely  dependent  on  the  bio- 
chemical cycle.   The  exchange  of  chemical  elements  between 
the  sea  and  its  biomass  is  a  cyclic  process  whereby  nutrients 
are  withdrawn  by  photosynthesis  and  regenerated  by  bacteria 
and  animal  respiration  (Redfield  et  al ,  1963).   In  theory 
when  the  nutrient  enriched  deep  water  is  brought  up  within  the 
euphotic  zone,  plants  will  extract  the  phosphate  and  nitrate 
they  need  until  they  have  depleted  one  or  both  of  the  elements. 
When  animals  eat  this  plant  material,  they  "burn"  about  90 
per  cent  of  it  to  obtain  energy  and  use  the  remaining  10  per 
cent  to  build  animal  tissue.   In  this  process  animals  require 
approximately  the  same  nitrate  to  phosphate  ratio  as  do  plants. 
It  is  not  known  whether  organisms  have  evolved  to  use  nitrate 
and  phosphate  in  a  16:1  ratio  because  that  is  the  ratio  present 
in  the  oceans'  deep  waters,  or  rather,  is  it  the  organisms 
which  have  established  the  ratio  (Broecker,  1974)? 

The  ratio  of  nitrate  to  phosphate  found  in  the  surface 
waters  of  the  ocean,  however,  is  not  very  often  the  16:1 
ratio  mentioned  above.   The  nutrients  within  the  euphotic 
zone  are  subject  to  many  processes  which  alter  their  concen- 
trations and  relationship  to  each  other.   The  ratio  of  the 
uptake  of  nitrogen  to  the  uptake  of  phosphorus  represents  the 
net  result  of  their  removal  into  various  particulate  pools  and 
their  release  from  any  of  these  pools.   Examples  of  the 
particulate  pools  are  phytoplankton ,  zooplankton,  and  non 
living  particulate  matter.   The  processes  of  uptake  and  release 


14 


from  the  different  pools  proceed  at  different  rates.   Also 
the  rates  of  some  of  the  processes  in  the  photic  zone  and  at 
depth  differ  between  nitrate  and  phosphate  (Banse,  1974).   In 
the  case  of  upwelling,  the  nutrient  concentrations  are  subject 
to  an  additional  change  as  a  result  of  the  mixing  of  nutrient 
enriched  water  from  below  the  euphotic  zone  with  the  surface 
and  near  surface  waters.   The  distribution  of  both  nitrate 
and  phosphate,  therefore,  depend  not  only  on  biological  pro- 
cesses but  also  on  physical  processes. 

CHEMICAL  MESOSCALE 

The  concentrations  and  distribution  of  nutrients  are 
among  the  principle  factors  in  the  central  California  waters 
that  work  in  an  interacting  pattern  to  control  the  biological 
production  (Traganza,  1978).   The  others  include  solar  radia- 
tion, water  temperatures,  mixed  layer  depths,  and  the  advective 
effects  associated  with  upwelling.   One  of  the  purposes  of 
this  thesis  and  the  follow  on  research  being  carried  out  at 
the  Naval  Postgraduate  School  is  to  investigate  the  inter- 
relationships among  the  above  mentioned  factors  on  a  mesoscale. 
To  this  end  the  incorporation  of  satellite  data  from  the  NOAA 
series  satellites  proves  to  be  an  invaluable  asset  in  locating 
areas  of  active  upwelling  and  recently  upwelled  water.   The 
satellite's  sea  surface  temperature  sensor  detects  the  lower 
sea  surface  temperatures  associated  with  upwelled  waters. 
References  have  been  made  occasionally  in  satellite  literature 
to  the  correlation  of  upwelled  nutrients  with  satellite-sensed 


15 


sea  surface  temperature,  however,  this  is  largely  based  on 
pre-satellite  data  (Traganza,  1978).   A  pertinent  question 
then  becomes,  can  satellites  sense  the  dispersion  of  upwelled 
waters  by  the  horizontal  advection  of  surface  currents,  and 
if  this  can  be  related  to  the  mesoscale  features  in  the 
chemistry  of  the  sea  surface. 

SATELLITE  IMAGERY 

During  the  pioneer  days  of  orbiting  satellites,  the  only 
information  routinely  obtained  was  day  and  night  cloud  cover- 
age of  the  earth  provided  by  thermal  infrared  (IR)  scanners. 
Although  it  was  thought  that  these  IR  measurements  could  be 
used  to  detect  sea  surface  temperature  if  the  sky  was  cloud 
free,  the  quality  of  the  early  sea  surface  IR  images  was  very 
poor.   As  a  result,  satellite  data  was  generally  ignored  by 
the  oceanographic  community  (Legeckis,  1978).   However,  in 
October  1972  the  National  Aeronautics  and  Space  Administration 
launched  the  first  of  its  improved  Television  Infrared  Observa- 
tion Satellites  (TIROS)  series  whose  performance  has  enabled 
oceanographers  to  supplement  their  ground  observations  with 
satellite  observations. 

The  TIROS  satellites  (later  redesignated  NOAA-2,3,4,  and 
5)  were  launched  into  sun-synchronous,  1450  kilometer  orbits. 
Two  of  the  three  prime  sensors  on  these  satellites  are  dedi- 
cated to  providing  oceanic  data.   The  Scanning  Radiometer  (SR) 
provides  data  in  both  the  visible  region  (0.52ym  to  0.73ym) 
and  the  thermal  infrared  region  (10.5um  to  12.5um)  with  a 


16 


spatial  resolution  of  4  kilometers  and  7.5  kilometers,  respec- 
tively.  The  other  oceanic  sensor  is  also  a  dual  channel 
instrument,  the  Very  High  Resolution  Radiometer  (VHRR),  with 
a  1  kilometer  spatial  resolution  in  both  the  visible  and 
infrared  regions.   The  VHRR  imagery  serves  as  the  data  source 
for  the  research  on  oceanic  eddies  and  fronts  (Sherman,  1977). 

The  next  generation  of  polar  orbiting  operational  environ- 
mental satellites,  designated  TIROS-N,  was  launched  in  October 
1978.   It  is  a  multipurpose  satellite.   One  of  its  sensors, 
which  is  of  prime  interest  to  oceanographers ,  is  the  Advanced 
Very  High  Resolution  Radiometer  (AVHRR).   The  AVHRR  replaces 
both  the  SR  and  the  VHRR  on  the  earlier  NOAA  series  satellites 
and  was  specifically  designed  for  accurate,  quantitative  sea 
surface  temperature  mapping.   Its  improvements  include  a 
reduction  in  satellite  noise,  a  more  accurate  compensation 
for  atmospheric  attenuation,  and  an  improvement  in  the  sensor's 
spatial  resolution. 

Sea  surface  temperatures,  T  ,  obtained  from  satellite 
thermal  IR  data  are  not  measured  directly.   They  are  calculated 
from  the  measured  radiance  using  the  relation 

Ts  ■  Tbb  +  AT 

where  AT  is  the  atmospheric  attenuation  and  T,  .  is  the  measured 
equivalent  blackbody  temperature.   The  input  energy  measured 
by  a  satellite  in  the  10.5ym   to  12.5um  spectral  window  is  a 
function  of  the  integrated  radiation  flux  from  the  emitting 
surfaces  of  the  viewed  scene,  the  atmospheric  gases  (both 

17 


emitters  and  absorbers),  and  the  spectral  response  function 
of  the  sensor  filter.   This  is  expressed  mathematically  as 

N  ==/    i(A)  $ (A)  dA 

A  i 

where  N  is  the  total  response  energy  in  the  spectral  window 
from  Xi  to  X2  ,  I(X)  is  the  input  radiant  energy,  and  $(A) 
is  the  sensor  filter  response.   The  sensor  then  is  designed 
to  produce  a  linear  relation  between  the  output  voltage  and 
the  input  energy.   This  relation  is  the  sensor's  calibration 
function  which  has  two  divisions: 

1)  a  thermal  calibration  which  accounts  for  thermal 
effects  on  sensor  responses,  and 

2)  an  electrical  calibration  which  accounts  for  the 
shifts  introduced  into  the  electrical  signal  as  it 
flows  along  the  data  path  from  the  sensor  to  the 
central  processing  facility  (Breaker  et  al ,  1978). 

The  input  radiant  energy  as  viewed  by  the  IR  sensor  is  a 
function  of  three  radiation  sources.   These  three  sources 
are  radiation  from  an  emitting  surface  (for  example  land, 
water,  clouds,  etc.),  radiation  from  atmospheric  gases,  and 
radiation  reflected  from  the  ocean's  surface.   Within  the 
IR  (10.5pm  to  12. 5ym)  spectral  window,  the  ocean  surface  acts 
as  a  nearly  perfect  blackbody.   Therefore,  a  value  of  unity 
is  assumed  for  the  emissivity  of  the  ocean  surface  and  the 
radiation  reflected  from  the  ocean  surface  can  be  neglected 
since  there  is  no  reflection  from  a  blackbody.   The  input 

18 


radiant  energy  then  becomes  a  sum  of  the  first  two  terms 

above  from  which  an  equivalent  blackbody  temperature,  T,  ,  , 

is  calculated. 

The  value  obtained  for  T,  .  must  be  corrected  for  atmos- 

bb 

pheric  attenuation  to  obtain  a  value  for  the  sea  surface 
temperature.   Attenuation  in  the  atmosphere  occurs  primarily 
due  to  the  presence  of  water  vapor,  but  carbon  dioxide,  ozone 
and  aerosols  also  have  an  effect.   The  relative  values  of 
these  absorbers  is  shown  below: 

absorber  correction  range 

H20  vapor  0°  to  9.0°  C 

C02  0.1°  to  0.2°  C 

o3  0.1°  C 

aerosols  0.1°  to  0.95°  C 

The  actual  correction,  AT,  to  be  made  is  based  on  soundings 
made  by  the  satellite's  Vertical  Temperature  Profile  Radio- 
meter (VTPR)  and  is  given  mathematically  by  the  relation 


AT  =  A  sec  9  +  B  sec29 

where  A  and  B  are  coefficients  calculated  from  the  VTPR 
soundings  of  the  atmosphere  and  0  is  the  viewing  angle 
measured  from  the  satellite  nadir  point  (Brower  et  al ,  1976). 

Sea  surface  temperatures  are  obtained  from  the  NOAA 
satellites  through  the  Global  Operational  Sea  Surface  Tempera- 
ture Computation  System  (GOSSTCOMP).   GOSSTCOMP  is  a  computerized 
system  under  control  of  the  National  Environmental  Satellite 


19 


Service  and  is  made  up  of  four  main  subsystems.   The  first  of 
these  subsystems  is  for  orbital  processing  which  is  accomp- 
lished 13  to  14  times  daily,  once  for  each  orbit  of  the 
satellite.   The  next  subsystem  is  for  daily  processing  and 
consists  of  a  network  of  many  programs.   Daily  processing  is 
used  to  apply  atmospheric  corrections,  to  yield  a  quality 
control  screen  of  the  raw  data,  to  allow  global  analysis,  and 
to  create  special  products.   The  third  subsystem  of  GOSSTCOMP 
is  for  sea  surface  temperature  verification.   In  this  subsystem 
satellite  derived  sea  surface  temperatures  are  compared  with 
available  ship  observations  twice  daily  giving  an  indication 
of  the  overall  system  reliability.   The  final  subsystem  has 
a  group  of  three  supporting  functions  required  by  the  sea 
surface  temperature  operation.   These  three  functions  are  a 
monthly  climatology  update,  an  objective  analysis  tape 
archival,  and  a  monthly  sea  surface  temperature  observation 
tape  archival  (Brower  et  al ,  1976). 


20 


METHODS 

SATELLITE  IMAGERY 

The  satellite  imagery  was  provided  by  the  National  Environ- 
mental Satellite  Service  receiving  station  in  Redwood  City, 
California,  which  monitored  the  NOAA-5  and  TIROS-N  satellites, 
and  by  the  Naval  Environmental  Prediction  Research  Facility 
in  Monterey,  California,  which  monitored  the  Synchronous 
Meteorological  Satellite  (SMS-2).   Direct  telephone  contact 
was  set  up  with  the  Redwood  City  receiving  station  which 
afforded  this  study  real  time  satellite  information.   The 
point  of  contact  at  Redwood  City  was  the  staff  oceanographer , 
Mr.  Laurence  Breaker  (or  in  his  absence,  Mr.  Ron  Gilliland) , 
who  was  notified  about  seven  days  prior  to  each  of  the  scheduled 
cruises.   When  alerted,  the  staff  oceanographer  would  then 
closely  monitor  and  enhance  the  N0AA-5/TIR0S-N  satellite  images 
for  oceanic  features  which  would  be  of  interest  in  our  area 
of  study.   The  final  contact  was  made  the  early  morning  of 
the  scheduled  cruise,  at  which  time  the  oceanographer  would 
report  the  most  up  to  date  location  and  recent  history  of  the 
oceanic  feature  from  the  satellite  images. 

Two  important  considerations  in  making  the  satellite 
images  applicable  to  the  study  of  oceanic  features  such  as 
fronts  and  eddies  are  image  enhancement  and  geometric  correc- 
tions.  Both  of  these  functions  were  performed  by  the  respec- 
tive facilities  mentioned  above. 


21 


The  satellite  infrared  detectors  have  a  temperature 
response  from  approximately  -90°  to  60°C.  The  infrared  data 
in  this  temperature  range  are  normally  displayed  on  gray  tone 
photographic  film  to  produce  images  of  clouds,  land,  and  water 
The  colder  parts  of  the  scene,  such  as  clouds,  are  assigned 
lighter  shades  of  gray.   Because  the  range  of  sea  surface 
teraperatue  extends  from  about  0°  to  40°  C,  it  is  advantageous 
to  assign  the  available  shades  of  gray  within  this  narrower 
temperature  range,  thus  allowing  the  ocean  SST  fronts  to  be 
distinguished  more  clearly.   This  method  of  data  processing 
is  called  image  enhancement  (Legeckis,  1978).   In  the  en- 
hancement of  the  N0AA-5  image  (Plate  1)  a  temperature  range 
was  assigned  to  shades  of  gray  with  white  equal  to  about  10°C 
and  black  20°C.   A  similar  enhancement  of  the  SMS-2  image 
(Plate  2)  ranged  from  2°  to  17°C.  (Nagle,  1979),  while  the 
enhancement  of  the  TIROS-N  image  (Plate  3)  ranged  from  7°  to 
22°C  (Breaker,  1979).   Comparison  of  visible  and  infrared 
images  served  as  a  means  of  locating  cloudless  areas.   Identi- 
fication of  sea  surface  features  was  substantiated  by  their 
relative  persistance. 

Because  of  the  earth's  curvature  and  rotation  and  due 
to  the  method  of  data  acquisition,  satellite  images  are 
geometrically  distorted.   This  distortion  is  especially  pro- 
nounced with  the  polar-orbiting  satellites  because  successive 
views  of  the  same  area  on  the  earth  are  made  from  different 
angles,  and  the  degree  to  which  the  data  must  be  corrected 


22 


depends  upon  the  accuracy  required.   The  earth  curvature  and 
rotation  errors  can  be  removed  approximately  by  application 
of  a  simple  algorithm  (VHRR  data  are  not  geometrically  corrected 
on  a  routine  basis).   Although  geometric  corrections  can  put 
satellite  data  into  a  uniform  perspective,  accurate  mapping 
of  the  data  requires  either  precise  satellite  navigation  or 
landmarks  which  can  be  identified  on  the  image  (Legeckis,  1978). 
For  the  location  of  the  oceanic  features  in  this  study 
prominent  coastal  features  such  as  Point  Pinos  and  Point 
Sur,  California,  were  used  as  landmarks.   Approximate  ranges 
and  bearings  were  then  calculated  from  the  landmarks  to  the 
oceanic  features  of  interest . 

NUTRIENTS 

A  Technicon  Autoanalyzer  (Technicon  Corporation,  Tarrytown, 
New  York)  was  used  to  measure  reactive  dissolved  nutrients 
every  two  minutes  from  a  depth  of  approximately  three  meters 
as  seawater  was  continually  pumped  from  a  keel  intake  into 
a  shipboard  laboratory.   Previous  tests  which  compared  the 
pumped  samples  with  samples  collected  at  pump  depth  showed 
no  significant  differences  in  the  concentrations  of  the 
dissolved  nutrients  (Paulson,  1972).   Nitrate  here  includes 
nitrite  since  nitrate  is  reduced  to  nitrite  before  measurement. 
However,  according  to  Paulson's  (1972)  data  there  is  little 
or  no  nitrite  at  this  depth.   Samples  were  collected  and 
analyzed  at  an  average  rate  of  once  every  0.6  kilometer, 


23 


while  the  ship  was  making  an  average  speed  of  about  18  kilo- 
meters per  hour. 

Nitrate  and  phosphate  were  analyzed  according  to  the 
Technicon  Autoanalyzer  Industrial  Methods  175-72WM  and 
177-72WM  (Technicon,  1973).   Cadmium  columns  were  prepared  for 
nitrate  analysis  using  the  procedure  in  the  Technicon  Auto- 
analyzer II  Industrial  Method  100-70W-B  (Technicon,  1978). 
On  cruises  II,  III,  and  IV  samples  were  collected  every  two 
minutes  in  cups  from  seawater  which  was  pumped  into  the  dry 
lab.   For  cruise  V  the  seawater  was  pumped  directly  through 
the  wash  receptable  of  the  Autoanalyzer  and  was  sampled  at 
the  same  rate. 

For  this  cruise  the  sampling  cups  were  filled  with  a 
saline  solution  and  placed  in  the  rotary  sampling  tray  as 
washes.   Cam  number  127-B175  was  used  to  time  the  appropriate 
sample  to  wash  ratio  of  2:1.   A  30.5°/oo  saline  solution  was 
used  as  the  standard  diluent  and  as  wash  solution  to  avoid 
salt  interference  in  the  phosphate  analysis.   When  distilled 
water  was  used  as  wash,  two  extra  peaks  appeared  on  each 
phosphate  curve.   When  the  saline  solution  was  used  as  a  wash, 
these  extra  peaks  disappeared. 

Several  cadmium  columns  were  prepared  for  nitrate  analysis 
and  conditioned  prior  to  each  cruise.   The  column  was  changed 
approximately  every  twelve  hours,  and  the  instrument  was  re- 
standardized.   Constant  sampling  of  the  seawater  reduced  flow 
through  the  column.   This  was  probably  due  to  the  build  up 


24 


of  particulate  matter.   This  reduction  in  flow  affected  the 
bubble  pattern  in  the  ammonium  chloride  coil  and  also  reduced 
the  nitrate  standards.   A  computer  program  which  adjusted  for 
this  slope  change  was  used  to  calculate  the  results.   After 
an  initial  standardization  curve  was  recorded  (10,  20  and 
30  yg-at/L  for  nitrate  and  1,  2,  and  3  yg-at/L  for  phosphate), 
one  standard  was  run  every  two  hours.   The  units  of  the  nutrient 
concentrations  were  then  converted  to  yM/kg  by  use  of  the 
equality,  1  yg-at/L  equals  1.205  yM/kg.   Additional  standards 
were  run  if  any  of  the  reagants  were  replaced  with  fresh  rea- 
gants.   After  every  ten  samples,  a  wash  was  run  to  check  the 
baseline . 

Routine  maintenance  avoided  many  of  the  problems  en- 
countered while  using  an  Autoanalyzer  (see  Operation  Manual 
for  the  Technicon  Autoanalyzer  II  System,  Technical  Publication 
No.  TA  1-0170-20,  1972).   The  proportioning  pump  tubing  was 
changed  after  two  24  hour  cruises.   After  each  run  the  cadmium 
column  was  disconnected  and  0 . 2N  NaOH  was  pumped  through  the 
instrument  for  5  minutes  followed  by  a  30  minute  distilled 
water  wash.   The  instrument  was  housed  in  two  specially  built 
cases  which  facilitated  easy  and  safe  transport  for  the  instru- 
ment.  One  case  contained  the  recorder,  another  held  all 
other  components.   After  loading  and  unloading,  all  the 
instruments'  connections  were  carefully  inspected,  and  when 
possible,  the  Autoanalyzer  was  loaded  a  day  prior  to  each 
cruise  and  tested  to  ensure  proper  operation. 


25 


STATISTICS 

Correlation  values  were  calculated  using  the  three  para- 
meters, nitrate,  phosphate,  and  sea  surface  temperature 
(measured  at  2.4  meters  depth).   Separate  correlation  values 
were  determined  for  cruises  III,  IV,  and  V  using  the  correla- 
tion function 


x)  CSV  - 


r  ==  Z((x,-x)(y,-y))/(E(x.-xr(y,-y)  )2 


Four  nitrate  versus  phosphate  regression  diagrams  (Figures 
5,  6,  10,  and  14)  were  constructed.   For  each  of  these 
regression  diagrams  a  line  of  best  fit  was  calculated  using 
the  method  of  least  squares  to  obtain  the  phosphate  axis 
intercept  and  the  slope  which  represents   the,  ratio  of  change, 
AN/AP,  of  the  two  nutrients. 

TEMPERATURE 

The  sea  water  temperature  was  recorded  continuously  by 
a  strip  chart  recorder  located  in  the  dry  lab  on  board  the 
ACANIA.  The  thermistor  was  located  in  the  ship's  intake  just 
above  the  keel  at  a  depth  approximately  equal  to  the  depth 
at  which  the  nutrient  sea  water  samples  were  taken.  The 
equipment  was  compared  with  bucket  thermometer  readings  of 
the  sea  surface  and  also  with  the  surface  temperatures  ob- 
tained from  expendable  bathythermograph  (XBT)  traces.  The 
sea  surface  (0.1m)  thermometers  were  consistently  0.2°  to 


26 


0.5°C  higher  than  the  thermistor  recording.   The  XBT  sea 
surface  temperatures  were  consistently  within  +0-5  C  of 
the  thermistor  recording. 


27 


RESULTS 
CRUISE  II 

For  this  cruise  the  ACANIA  departed  Monterey  on  the 
morning  of  9  October  1978  and  followed  the  cruise  track  shown 
in  Figure  1.   Because  of  the  total  cloud  cover,  sea  surface 
temperature  information  from  satellite  pictures  was  not 
anticipated.   Therefore,  the  main  purpose  of  cruise  II  was 
to  serve  as  a  shakedown  cruise  to  check  out  the  autoanalyzer 
and  to  learn  how  best  to  adapt  it  to  satisfy  the  requirements 
for  collecting  the  nitrate  and  phosphate  data  for  this  study. 

Cruise  II  proved  to  be  a  very  valuable  tool  in  establishing 
the  techniques  to  be  employed  both  in  data  collecting  and 
processing  on  later  cruises.   The  data  collected  on  cruise 
II  are  included  here  for  completeness  (Figure  2).   The  nitrate 
channel  had  to  be  secured  after  just  more  than  four  hours 
due  to  a  failure  of  the  cadmium  column,  so  that  for  the 
remainder  of  the  24-hour  cruise  only  phosphate  and  temperature 
data  were  collected. 

CRUISE  III 

The  ACANIA  departed  Monterey  just  prior  to  noon  on  7 
December  1978  for  cruise  III  and  followed  the  track  shown 
in  Figure  3.   The  winds  had  been  very  strong  from  the  north- 
west for  the  previous  two  to  three  days  with  gale  warnings 
and  small  craft  advisories  issued  during  this  time.   As  a 


28 


Figure  1.   Cruise  II  ship's  track 


29 


P      N 
3T30 


TEMPERATURE    (d«g  C)   «col«10-«-20 
NITRATE  (^M/kg)  %cau  0  —  JO 
PHOSPHATE    (/iM/kg)   KOl*    0  —  3 


200 


250 


OiSTSNCE  Ion  30° 


350 


Figure  2.   Nitrate,  phosphate,  and  sea  surface 

temperature  versus  distance  along  the 
track  of  Cruise  II. 


30 


result,  there  was  a  plume  of  upwelled  water  which  was  detected 
by  the  NOAA-5  satellite  (Plate  1)  and  is  outlined  by  the 
dashed  line  in  Figure  3.   This  satellite  information  was  made 
available  to  Dr.  Traganza  in  a  phone  conversation  with  Mr. 
Ron  Gilliland  at  the  satellite  receiving  station  in  Redwood 
City  only  a  few  hours  prior  to  the  ACANIA's  getting  underway. 
The  optimum  ship's  track  was  selected  from  this  information. 

The  data  obtained  along  the  track  are  shown  in  Figure  4 
and  are  listed  in  tabular  form  in  Appendix  A.   The  starting 
point  for  cruise  III  and  all  the  following  cruises  was  Point 
Pinos .   All  the  distances  are  measured  in  kilometers  along 
the  cruise  track  from  the  starting  reference  station  at 
36°38.3'N,  121°57.5,W. 

The  temperature  trace  in  Figure  4  indicates  a  thermal 
front  at  about  60  to  70  kilometers  on  the  outbound  leg  and 
at  very  nearly  the  same  distance  from  the  end  of  the  inbound 
leg.   There  also  appears  to  be  a  strong  negative  correlation 
between  the  temperature  line  and  both  the  nitrate  and  the 
phosphate  lines.   This  is  verified  by  the  correlation  values 
obtained  for  cruise  III  which  were  found  to  be  0.963  for 
nitrate  to  phosphate,  -0.960  for  nitrate  to  temperature,  and 
-0.915  for  phosphate  to  temperature. 

The  nitrate  and  phosphate  data  are  also  shown  in  Figures 
5  (outbound  leg)  and  6  (inbound  leg).   The  linear  regression 
analysis  for  this  cruise  yielded  the  slopes  and  phosphate  axis 
intercepts  of  16.17  and  0.51  yM/kg  (outbound  leg)  and  14.95 


31 


Figure  3.   Cruise  III  ship's  track  (solid  line)  and 

outline  of  upwelling  "plume"  (dashed  line) 


32 


Plate  1.   NOAA-5  satellite  image  of  the  California 
coast,  7  December  1978,  Cruise  III.   Note 
Monterey  Bay  at  the  center  with  adjacent 
T-shaped  cold  water  "plume"  (white  is  ca 
10°C  and  black  is  ca  20°C). 


33 


ujI4- 


S'2 


— —    TEMPERATURE 
— —    NITRATE 
— PHOSPHATE 


P     N 
3T30 


2- 


20   - 

2 


10     2 


50. 


K» 


DISTANCE  km 


150  200 


P    N 
3T30 


A 


225 


275 


325 

Distance  km 


375 


423 


Figure  4.   Nitrate,  phosphate,  and  sea  surface  temperature 
versus  distance  along  the  track  of  Cruise  III. 
Note  the  excellent  inverse  correlation  of  temp- 
erature and  nutrients. 


34 


30r 


+      IN    UPWELLJNG 
•      OPEN  OCEAN 


1.5  ao 

PHOSPHATE  /iM/kg 


2.5 


3jO 


Figure  5.   Regression  analysis  of  nitrate  versus  phos- 
phate for  the  outbound  leg  of  Cruise  III. 
(5:1  and  15:1  are  arbitrary  slope  lines) 


35 


3Qr 


+    IN   UPWELLING 
•    OPEN  OCEAN 


2 

s 

a. 

fee 


20. 


/  ^ 

7  +  + 


1Q 


0.0 


0.5 


10 


.5  2^ 

PHOSPHATE  /iM/kg 


Figure  6.   Regression  analysis  of  nitrate  versus  phos- 
phate for  the  inbound  leg  of  Cruise  III. 
(5:1  and  15:1  are  arbitrary  slope  lines) 


36 


a 

o 

z 
< 

O 

o 
u 
o 

u. 

o 


C3 

s 

3 


too-. 


80-- 


60" 


40- 


20  J- 


98 


73 


63 


CRUISE  III 


65 


19 


2.0       2J5        30       18        40       4.3       50        53        6j0       6.5        7.0       75 

NUTRIENT  RATIO    (N/P) 


ao 


Figure  7.   Cruise  III  nutrient  ratio  frequency  chart 
for  open  ocean  waters. 


37 


and  0.44  yM/kg  (inbound  leg).   The  nitrate  to  phosphate 
ratios  calculated  from  the  data  collected  on  cruise  III  in 
the  waters  outside  the  plume  of  upwelled  water  are  shown  in 
Figure  7.   From  this  graph  the  modal  value  of  the  nutrient 
ratio  was  found  to  be  very  close  to  5:1  for  the  open  ocean 
water. 

CRUISE  IV 

The  track  for  cruise  IV,  shown  in  Figure  8,  was  selected 
so  that  any  thermal  or  nutrient  concentration  changes  in  the 
surface  waters  caused  by  the  Davidson  Sea  Mount  could  be 
detected.   The  cruise  followed  several  days  of  inclement 
weather  with  rains,  high  winds,  and  a  general  overcast,  so 
that  sea  surface  temperature  information  from  satellite 
pictures  was  not  available  prior  to  the  ACANIA's  departure 
from  the  pier.   However,  satellite  pictures  for  the  day  of 
the  cruise  (Plate  2)  were  available  from  the  SMS-2  satellite 
upon  the  ship's  return.   These  pictures  showed  that  the 
surface  waters  were  nearly  isothermal  for  the  entire  area 
of  the  cruise.   The  satellite  picture  is  verified  by  the 
nearly  isothermal  temperature  line  which  is  shown  in  Figure  8 

In  addition  to  the  nearly  isothermal  temperature  trace 
in  Figure  9,  both  the  nitrate  and  phosphate  lines  are  much 
less  variable  and  more  limited  in  range  than  they  were  for 
the  Cruise  III  data  shown  in  Figure  4.   This  is  also  illus- 
trated in  Figure  10  which  is  the  nitrate-phosphate  regression 
diagram  for  cruise  IV  and  shows  a  much  tighter  grouping  of 


38 


the  data  points.   Cruise  IV,  therefore,  serves  as  a  good 
reference  cruise  for  a  non-upwelling  period.   The  mean  value 
of  the  dissolved  nitrate  and  phosphate  for  cruise  IV  were 
determined  to  be  3.56  yM/kg  and  0.53  uM/kg  respectively.   These 
mean  values  agree  very  closely  with  the  values  obtained  in  the 
California  Cooperative  Oceanic  Fisheries  Investigations  for  the 
same  time  of  the  year  (Thomas  and  Siebert ,  1974). 

The  nitrate  to  phosphate  ratios  calculated  from  the 
cruise  IV  data  are  shown  in  Figure  11.   Although  the  modal 
value  is  very  close  to  the  value  found  on  cruise  III,  Figure 
11  shows  a  much  wider  spread  in  the  nutrient  ratios.   The 
modal  value  5.5:1  is  also  much  less  pronounced  for  cruise  IV 
than  it  was  for  cruise  III. 

CRUISE  V 

Cruise  V,  which  took  place  on  26  March  1979,  followed 
several  days  of  very  good  weather.   An  analysis  of  the 
satellite  picture  information  by  Mr.  Laurence  Breaker 
(NESS,  Redwood  City)  indicated  the  presence  of  coastal  up- 
welling  to  the  south  of  Monterey  Bay.   The  largest  area  of 
cold  water  was  located  about  25  miles  off-shore  from  Morro 
Bay.   The  ACANIA  departed  the  pier  and  headed  south  following 
the  track  indicated  in  Figure  12.   Unfortunately,  the  cruise 
had  to  be  shortened  due  to  the  presence  of  heavy  seas  which 
were  generated  by  a  large  storm  moving  into  the  area  from 
the  south.   Plate  3   is  the  TIROS-N  satellite  picture  which 
was  taken  on  25  March  1979,  the  day  prior  to  the  cruise, 


39 


I26» 
38«  — 


I25« 


124« 


3T- 


36n- 


»- 


Sen  Francisco  Bay 


Monterey  Bay 

Pt   Pinos 


'Pt  Sur 


CRUISE  BE; 


I23» 


122* 


Pt  Conception* 
121* 


Figure  8.   Cruise  IV  ship's  track 


40 


Plate  2.   SMS-2  satellite  image  of  the  California  coast, 
20  January  1979,  Cruise  IV.   Note  Monterey  Bay 
at  the  center  with  large  adjacent  isothermal 
region  (white  is  ca  2°C  black  is  ca  17°C). 


41 


P     H 
3130 


16  • 


—  TEMPERATURE 

—  NITRATE 
~     PHOSPHATE 


2- 


2 


'^->__, .„/ 


_L 


20 


2 


25 


SO 


DISTANCE  km 


1O0 


125 


P      N 
3-130 


fn 


i.£B2l  L£G3 


.-Aj_ , 


-•N 


20     - 

4. 


135 


175 


200 


OISTANCE  km 


2S0 


Figure  9.   Nitrate,  phosphate,  and  sea  surface 

temperature  versus  distance  along  the 
track  of  Cruise  IV. 


42 


30.  r 


20. 


10 


OPEN  OCEAN 


/ 


4P' 


/ 


7 


/ 


/ 


Ifc. 


oo 


05 


1.0  1.5  2.0 

PHOSPHATE  ^.M/kg 


2.5 


3.0 


Figure    10.      Regression    analysis   of   nitrate   versus 

phosphate   for   Cruise    IV.       (5:1    and   15:1 
are    arbitrary   slope    lines) 


43 


100" 


80-. 


CRUISE    IV 


a 


UJ 

m 

2 

Z 


60-- 


§       40 
O 


20- 


56 


44 


22 


6 


32 


20 


20 


25 


10 


13 


13 


4.0        4.5        5.0        55         60        6.5        7.0        7.5         80        85        30        95        10.0 
NUTRIENT    RATIO       (N/P) 


Figure  11.   Cruise  IV  nutrient  ratio  frequenty  chart 
for  open  ocean  waters. 


44 


and  it  is  on  this  picture  that  the  coastal  upwelling  was 
detected  to  the  south. 

Although  cruise  V  had  to  be  cut  short  and  the  ship  was 
operating  in  very  heavy  seas,  the  nutrient  data  obtained  were 
very  informative.   For  this  cruise,  as  explained  previously, 
the  samples  were  pumped  directly  through  the  wash  receptacle 
of  the  Autoanalyzer .   This  proved  to  be  a  much  more  efficient 
method  of  operation,  especially  in  terms  of  the  man-hours 
required  to  operate  the  Autoanalyzer.   The  data  obtained  are 
displayed  in  Figure  13.   There  is  a  strong  negative  correla- 
tion between  the  nutrients  and  the  temperature  and  a  strong 
positive  correlation  between  the  nitrate  and  the  phosphate. 
The  correlation  values  calculated  for  cruise  V  are  0.926  for 
nitrate  to  phosphate,  -0.837  for  nitrate  to  temperature,  and 
-0.793  for  phosphate  to  temperature.   The  close  correlation 
found  between  nitrate  and  phosphate  is  also  given  in  figure 
14  where  the  data  points  show  a  very  linear  trend.   The  line 
of  best  fit  for  Figure  14  gave  a  slope  of  12.19  and  a  phosphate 
axis  intercept  of  0.55  yM/kg. 

In  Figure  15  the  nitrate  to  phosphate  ratios  calculated 
for  cruise  V  are  shown.   These  nutrient  ratios  show  a  wide 
spread  of  values  and  give  no  modal  value.   The  ratio  values 
between  4:1  and  6.5:1  are  dominant,  however,   This  range 
contains  the  modal  values  for  the  two  previous  cruises. 


45 


Pt  Conception 
121* 


Figure  12.   Cruise  V  ship's  track 


46 


Plate  3.   TIROS-N  satellite  image  of  the  California 

coast,  25  March  1979,  Cruise  V.   Note  Monterey 
Bay  at  the  center  with  adjacent  coastal  cold 
water  upwelling  (white  is  ca  7°C  and  black  is 
ca  22°C) . 


47 


i 

u 
*   9 


OUTBOUND* 


A 


/ 


—  IN80UND 


fflxs\ 


;v 


\ 


TEMPERATURE 

NITRATE 

PHOSPHATE 


P      N 
3T30 


\S 


A- 


W 


20 


10 


4. 

e 

z 

UJ 

S 

5 


50 


100 


150 


200 


DISTANCE  Ion 


Figure  13.   Nitrate,  phosphate,  and  sea  surface  temp- 
erature versus  distance  along  the  track 
of  Cruise  V. 


48 


30  r 


20 


5 

3. 


IT 


10 


/ 


1.5  2.0 

PHOSPHATE     /iM/kq 


25 


30 


Figure  14.   Regression  analysis  of  nitrate  versus 
phosphate  for  Cruise  V.   (5:1  and  15:1 
are  arbitrary  line  of  slope  lines) 


49 


100" 


80- 


CRUISE    V 


v> 

UI 

o 

z 

3 

o 
o 
o 

u. 
o 

IT 
Ui 
CD 

3 


60-. 


40-. 


20- 


8 


9  8 

— — h 


20  19 

16 


20 


10 


13 


9         9 


20         25        3.0       3.5        40        4.5        50        55         60        65        70        75         80 
NUTRIENT  RJCT0     (N/P) 


Figure  15.   Cruise  V  nutrient  ratio  frequency 
chart  for  open  ocean  waters. 


50 


TABLE  I 
Summary  of  regression  analyses 


Cruise      N         P       Correlation  Coefficients 
(date)    QiM/kg)    (yM/kg)     N:T      P:T        N:P 


(.9  Oct  78)    4'09       °-51 


in   nil    7S^    6.69       0.89      -0.96     -0.92        0.96 
(7  Dec  78) 


in  upwelled 
water 


3.56       0.53      -0.93     -0.32        0.43 


(20  Jan  79) 


(26  Mar  79) 


5.45       1.00      -0.84     -0.79        0.93 


N  is  nitrate,  P  is  phosphate,  and  T  is  temperature  in  degrees 
Celsius . 


51 


TABLE  II 
Indices  of  biochemical  nutrient  utilization 


Cruise  Slope  P-axis  intercept 

(date)  (AN/AP)  (uM/kg) 


III 
(7  Dec  78) 

Outbound  leg  16.2  0.51 

Inbound  leg  14.9  0.44 


IV 
(20  Jan  79) 


V 
(26  Mar  79)  12.2  0.55 


*Slope  and  P-axis  intercept  values  are  not  applicable 
for  Cruise  IV  due  to  limited  range  of  the  data. 


52 


DISCUSSION 

The  most  promising  aspect  of  the  satellite  observations 
in  this  study  is  that  they  showed  that  a  large  area  of  the 
ocean  can  be  rapidly  and  thoroughly  searched  for  oceanic 
features.   It  was  shown  possible  to  obtain  accurate  positions 
for  these  features  from  satellite  images  thus  greatly 
facilitating  experimental  design.   This  is  not  only  of  interest 
in  basic  ocean  research,  however.   It  may  also  be  of  interest 
in  many  ASW  applications.   The  satellite  imagery  utilized 
for  cruise  III  (Plate  1)  is  an  excellent  example  of  how  good 
satellite  information  can  be  an  aid  to  an  oceanographic  study. 
Just  prior  to  this  cruise  a  strong  thermal  pattern,  apparently 
from  upwelling  cold  water  was  observed  off  the  central 
California  coast  by  satellite  imagery.   Initially  the  colder 
water  evidencing  upwelling  curved  northward,  but  on  about  the 
third  day  of  its  life,  when  the  ACANIA  put  to  sea,  it  had 
extended  southward  as  well.   There  is  a  distinct  possibility 
that  this  was  the  early  stage  in  the  evolution  of  a  nutrient 
cell.   When  the  upwelling  season  comes  and  good  weather  makes 
satellite  observations  more  frequent,  it  may  be  possible  to 
examine  the  formation  and  evolution  of  a  fully  developed  cell. 

In  the  satellite  images  for  both  cruise  III  and  cruise 
V  an  area  of  upwelling  was  recognized  by  the  plumes  or  bands 
of  cold  water  which  are  characteristic  of  an  upwelling.   In 
earlier  pre-satellite  studies  made  in  two  of  the  world's 
major  upwelling  areas,  one  off  the  coast  of  Peru  and  the 


53 


other  off  the  coast  of  northwest  Africa,  the  surface  tempera- 
ture structure  was  related  to  other  parameters.   It  was  found 
that  the  nutrients  and  chlorophyll  were  distributed  in  the 
same  pattern  as  the  temperature  in  these  areas  (Walsh,  1972). 
In  the  central  California  coastal  upwelling  ecosystem  mesoscale 
nutrient  cells  apparently  do  form  when  there  is  a  concentrated 
pulse  of  upwelled  water.   Such  cells  impart  an  initial  thermo- 
chemical  mesoscale  structure  to  the  open  ocean  ecosystem. 
The  inverse  correlation  between  each  of  the  nutrients  (nitrate 
and  phosphate)  and  the  temperature  was  extremely  good  for 
cruise  III  in  the  three  day  old  upwelling  pulse  (-0.96  and 
-0.92).   Persistance  of  this  strong  inverse  correlation  de- 
pends on  subsequent  interactions  of  both  biological  and 
physical  processes  with  varying  scales  and  periods.   Cruise  V 
is  a  possible  example  where  the  inverse  correlation  is  reduced 
by  these  interactions.   The  satellite  image  (Plate  3)  which 
was  from  the  day  prior  to  the  cruise  indicated  relatively 
weak  upwelling  near  the  coast .   The  nutrient  values  obtained 
on  cruise  V,  however,  were  not  as  characteristic  of  upwelled 
waters.   Both  the  nitrate  and  phosphate  concentrations  were 
above  the  open  ocean  values  obtained  on  cruises  III  and  IV, 
but  well  below  the  mean  values  within  the  upwelled  area  on 
cruise  III.   Also  the  minimum  sea  surface  temperature  observed 
on  cruise  V  was  11.0°C,  which  is  over  a  degree  higher  than  the 
temperatures  observed  in  the  upwelled  water.   The  inverse 
correlation  values  between  the  temperature  and  nutrients 


54 


(-0.837  and  -0.793),  although  still  very  good,  are  not  nearly 
as  strong  as  was  obtained  on  cruise  III.   The  decrease  in 
the  strength  of  the  inverse  correlation  could  be  the  result 
of  mixing  and  downwelling  associated  with  the  passage  of  a 
storm.   It  could  also  be  due  partially  to  a  smaller  energy 
input  associated  with  the  weaker  upwelling  prior  to  cruise  V. 

By  way  of  contrast  are  the  satellite  observations  of 
cruise  IV  (Plate  2),  which  show  a  largely  isothermal  sea  sur- 
face with  no  indications  of  upwelling.   This  satellite  picture 
was  verified  by  the  i_n  situ  data.   The  mean  nutrient  concen- 
trations were  the  lowest  observed  for  any  of  the  cruises 
(see  Table  I)  and  the  temperature  trace  (Figure  9)  was  very 
nearly  isothermal.   The  inverse  correlation  values  between 
the  nutrients  and  the  temperature  remained  very  good  for 
temperature  to  nitrate  (-0.929)  but  was  very  poor  for 
temperature  to  phosphate  (-0.319). 

The  nutrient  concentrations  as  measured  by  the  methods 
used  in  this  study  include  both  oxidative  nutrients  and  pre- 
formed nutrients.   The  distinction  between  these  two  names 
for  the  nutrients  is  defined  by  Redfield,  Ketchum,  and 
Richards  (1963).   They  define  oxidative  nutrients  as  nutrients 
that  have  been  oxidized  or  regenerated  from  organic  matter 
and  preformed  nutrients  as  nutrients  that  are  present  in  the 
water  at  the  time  it  sinks  from  the  surface.   According  to 
the  model  of  Richards  (_1965),  the  oxidized  nutrients  are 
"returned  to  solution  through  the  metabolic  activities  of  the 


55 


marine  community"  at  a  rate  of  16  nitrogen  atoms  for  each 
phosphorus  atom.   In  deep  oceanic  water,  the  ratio  of 
dissolved  nitrate  to  dissolved  phosphate  remains  very  close 
to  this  16:1  ratio.   In  the  surface  waters,  the  ratio  of 
these  nutrients  was  found  in  this  study  never  to  get  as  high 
as  16:1.   For  the  last  three  cruises,  the  values  of  the 
ratios  ranged  from  1.9:1  to  12.4:1.   The  lower  values  corres- 
pond to  the  ratios  found  in  the  open  ocean  areas  and  the 
higher  values  correspond  primarily  to  the  upwelled  water. 
This  range  of  values  agrees  very  closely  with  the  annual 
range  for  the  nutrient  ratio  of  3:1  to  13:1  obtained  in  a 
study  by  Butler  et  al  (1979).   Nutrients  present  in  the 
upwelling  water  may  be  characterized  as  biochemically  old 
on  the  basis  of  the  relatively  high  nutrient  ratios.   This 
also  suggests  that  these  nutrients  are  of  oxidative  origin. 
Nutrients  in  the  open  ocean  waters  were  found  in  this  study 
to  have  a  nitrate  to  phosphate  ratio  whose  modal  value 
approached  5:1.   This  suggests  that  these  nutrients  are 
mostly  preformed  nutrients. 

The  phosphate  and  nitrate  ions  are  primarily  supplied 
to  the  surface  waters  from  below  the  thermocline  by  upwelling 
and  mixing  processes  (Dugdale,  1967).   Once  in  the  surface 
waters  the  nutrients  are  then  removed  from  solution  by  phyto- 
plankton.   According  to  Banse  (.1974),  the  ratio  of  change 
of  nitrate  to  phosphate,  AN/AP,  is  the  net  result  of  several 
processes  of  removal  and  release  of  the  nutrients  from 


56 


various  particulate  pools,  the  rates  of  which  can  vary  with 
both  time  and  depth.   The  distribution  of  the  nutrients  de- 
pends not  only  on  physical  processes  but  also  on  the  presence 
of  organisms  and  the  mechanisms  and  kinematics  of  the  regenera- 
tion processes.   Therefore,  neither  the  nutrient  concentra- 
tions nor  the  ratios  obtained  on  the  three  cruises  of  this 
study  can  be  expected  to  remain  constant  for  very  long. 
This  is  shown  by  the  iri  situ  nutrient  data  collected  which 
do  indicate  a  large  amount  of  variability.   This  variability 
is  demonstrated  very  well  in  the  results  of  cruise  IV.   Within 
the  large  nearly  isothermal  region  studied  on  this  cruise 
there  was  observed  a  range  in  the  values  of  nitrate  concentra- 
tion from  5.24  to  2.14  yM/kg,  phosphate  concentration  from 
0.83  to  0.36  yM/kg,  and  the  nutrient  ratio  from  11.6:1  to 
4.2:1. 

The  ratio  of  change  of  nitrate  and  phosphate,  AN/AP,  in 
seawater  has  been  related  to  the  elementary  composition  of 
phytoplankton  (Redfield,  1934).   Since  the  rate  of  removal 
of  nitrate  is  16  times  the  rate  of  removal  of  phosphate, 
initial  concentrations  of  nitrate  which  may  be  an  order  of 
magnitude  higher  than  phosphate  concentrations  in  recently 
upwelled  water  can  decline  to  an  undetectable  level  while 
phosphate  declines  to  a  low  but  still  detectable  level.   This 
ratio  of  change  of  the  nutrients,  AN/AP,  is  characteristic 
of  their  uptake  by  phytoplankton  down  to  levels  where 
further  uptake  becomes  inhibited  (Ketchum,  1939).   The  ratio 
is  found  from  the  linear  regression  analysis  of  nitrate  on 

57 


phosphate  and  is  the  slope  of  the  linear  best  fit.   Theoreti- 
cally the  value  of  the  slope  should  be  16:1.   The  values  ob- 
tained in  this  study  (16.2:1  and  14.9:1)  on  cruise  III  do 
agree  very  closely  with  the  theoretical  value.   The  slope  on 
the  nitrate-phosphate  plot  for  cruise  V  (12.2:1)  is  also  very 
close  to  the  theoretical  value  (.see  Table  II).   The  excellent 
agreement  of  the  cruise  III  values  with  theory  is  especially 
interesting  because  it  indicates  the  ratio  of  change  of  the 
nutrients  across  an  ocean  front  associated  with  a  recent  in- 
tense upwelling.   The  slope,  AN/AP,  for  cruise  IV  was  not 
calculated  because  the  high  density  of  the  data  points  with 
very  little  scatter  would  not  give  a  meaningful  value. 
In  summary : 

(1)  The  utilization  of  satellite  imagery  was  shown  to 
be  a  very  effective  method  to  localize  an  ocean  front  for 
study.   Direct  telephone  contact  between  the  satellite  receiv- 
ing station  and  the  research  vessel  ACANIA  provided  the  up-to- 
date  positions  of  the  oceanic  features  of  interest,  thus 
improving  our  ability  to  study  them. 

(2)  A  high  inverse  correlation  between  nutrient  concen- 
trations and  sea  surface  temperature  was  found 

(N  vs  T  =  -0.960  and  P  vs  T  =  -0.915)  in  the  case  of  a  recent, 
strong  upwelling.   This  inverse  correlation,  however,  was 
significantly  lower  in  the  open  ocean  waters  as  was  the  case 
on  cruise  IV  (P  vs  T  =  -0.319). 


58 


3)  The  nitrate  to  phosphate  ratio,   N/P,  ranged  from 
1.9:1  to  12.4:1  in  this  study.   The  higher  values  were 
found  within  the  upwelled  water  suggesting  the  nutrients  are 
primarily  of  oxidative  origin  and  the  water  is  biochemically 
old.   The  open  ocean  ratios  were  lower  and  had  an  overall 
modal  value  of  5:1,  which  suggests  the  nutrients  present  were 
mainly  the  preformed  nutrients  which  are  present  in  the  water 
at  the  time  it  sinks  from  the  surface. 

4)  The  ratio  of  change  of  the  nutrients,  AN/AP,  was 
observed  to  be  16.2:1  and  14.9:1  for  Cruise  III  and  12.2:1 
for  Cruise  V.   These  observed  values  compare  favorably  with 
the  theoretical  16:1  ratio. 


59 


APPENDIX   A 


ujC      f\j-*>.»»r,^;r^^j'^if,iirv.'":^ii"^-.-v;f*,  ^,-or*,-n<^(^t»"f^*^-»/^'"r^  -^-^'^m.-^/^i.T^^^-ircf  p-*mr*v,"*,«^pMr«T*,--<l"»v^'i 


»->)■ 

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o  a. 

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2 

C%»  ■••••••«•••••••••••••••••«••••••« 

a  3"  000  c  000000-30000000000000000000000 

3 


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STH-      —  O  O  -3 


60 


2       •••••••••••#••••••••••••••••••••••••••■••••••••••• 


—     ^v.   •••••■••■••.«• • 

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mat     r^M-J-  y  ^r  -r-r^r  r  o  -r  j-  ^r  >m  ■*■  -o  .»  -j"^j  -f  J-  -r  -f  -r  -j-  -r  -n  -^  .n  re  o 
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27.  Sverdrup,  H.U.,  Johnson,  M.W.,  and  Fleming,  R.H. ,The 
Oceans,  Their  Physics,  Chemistry,  and  General  Biology, 
Prentice  Hall,  1942. 

28.  Thomas,  W.H.  and  Siebert ,  D.L.R.,  "Distribution  of 
Nitrate,  Nitrite,  Phosphate,  and  Silicate  in  the 
California  Current  Region,  1969,"  California  Coopera- 
tive Oceanic  Fisheries  Investigations,  v.  20,  June  1974. 

29.  Traganza,  E.D.,  Chemical  Mesoscale  and  ATP-Biomass 
Correlated  with  Satellite  Imagery  of  Oceanic  Fronts, 
interim  report  on  proposal  submitted  to  Office  of  Naval 
Research,  Code  482,  27  June  1978. 

30.  Wooster,  W.S.  and  Reid,  J.L.,  "Eastern  Boundary 
Currents,"  in  M.N.  Hill  (ed. ) ,  The  Sea,  v.  2,  p. 
253-280,  Interscience  Publishers,  1963. 


90 


DISTRIBUTION  LIST 

Chairman  Code  68 
Department  of  Oceanography- 
Naval  Postgraduate  School 
Monterey,  CA  93940 

Director 

Naval  Oceanography  Division  (0P952) 

Navy  Department 

Washington,  DC  20350 

Office  of  Naval  Research 

Code  480 

Naval  Ocean  Research  and  Development  Activity 

NSTL  Station,  MS  39529 

Dr.  Robert  E.  Stevenson 
Scientific  Liaison  Office,  ONR 
Scripps  Institution  of  Oceanography 
La  Jolla,  CA  92037 

SIO  Library 

University  of  California,  San  Diego 

P.O.  Box  2367 

La  Jolla,  CA  92037 

Department  of  Oceanography  Library 
University  of  Washington 
Seattle,  WA  98105 

Department  of  Oceanography  Library 
Oregon  State  University 
Corvallis,  OR  97331 

Commanding  Officer 

Fleet  Numerical  Weather  Central 

Monterey,  CA  93940 

Commanding  Officer 

Naval  Environmental  Prediction  Research  Facility 

Monterey,  CA  93940 

Commander 

Oceanographic  Systems  Pacific 

Box  1390 

Pearl  Harbor,  Hawaii  96860 


91 


Defense  Documentation  Center 
Cameron  Station 
Alexandria,  VA  22314 

Library  Code  0142 

Naval  Postgraduate  School 

Monterey,  CA  93940 

Commanding  Officer 

Naval  Ocean  Research  and  Development  Activity 

NSTL  Station,  MS  39529 

Commander 

Naval  Oceanography  Command 

NSTL  Station,  MS  39529 

Commanding  Officer 

Naval  Oceanographic  Office 

NSTL  Station,  MS  39529 

Dr.  E.  D.  Traganza  Code 68Tg 
Department  of  Oceanography 
Naval  Postgraduate  School 
Monterey,  CA  93940 

Mr.  Jerry  Norton 
Department  of  Oceanography 
Naval  Postgraduate  School 
Monterey,  CA  93940 


LT  Don  A.  Nestor 

Helicopter  Antisubmarine  Squadron  One 

Naval  Air  Station 

Jacksonville,  FL  32212 

Mr.  Laurence  Breaker 

National  Environmental  Satellite  Service 

Redwood  City,  CA 

Mr.  Roland  Nagle 

Naval  Environmental  Prediction  Research  Facility 

Monterey,  CA  93940 

Mr.  Robert  Siclari 
Department  of  Oceanography 
Naval  Postgraduate  School 
Monterey,  CA  93940 

LCDR  John  W.  Conrad 
Department  of  Oceanography 
Naval  Postgraduate  School 
Monterey,  CA  93940 


92 


Thesis 

N423 
c.l 


183901 
Nestor 

A  study  of  the 
relationship  between 
oceanic  chemical 
mesoscale  and  sea 
surface  thermal  struc- 
ture as  detected  by 
satellite  infrared 
imagery. 


14  PFC  87 


2  80  76 

3  2  2  8  3 


Thesi  s 

N42c 

c.l 


1 83901 


Nestor 

A  study  of  the 
relationship  between 
oceanic  chemical 
mesoscale  and  sea 
surface  thermal  struc- 
ture as  detected  by 
satel 1 i te  infrared 


imagery. 


thesN423 

A  study  of  the  relationship  between  ocea 


3  2768  001  89913  1 

DUDLEY  KNOX  LIBRARY