Tuesday, May 5, 2020

On The Origin of the Genes of Viruses - 14


An informed public is the purpose of the Dredd Blog grey/gray literature which has appeared here now for over a decade.

Concerning viruses in general, I alluded to the uninformed public recently (if Cosmology is ...).

What would you think of a detective and/or prosecutorial team that had accused a person of being a mass murderer (without really knowing much of the background of the accused)?

For example, if they did not know the parents, the country of origin, the employer, the habits, the maker of the wheelchair the accused uses, or the whereabouts of the accused?

Would that perk up your interest and/or raise your eyebrows?

What if they used, relating to every shred of evidence alleged, the words "it seems", "it could be", "it suggests", "probably", and "we think" to describe their case (a case requiring PROOF beyond a reasonable doubt)?

Shouldn't a mass murdering event which is killing tens and tens of thousands of citizens from every walk of life require proof beyond a reasonable doubt?

Let's consider some questions a serious and competent detective would ask in order to detect the nature of  a suspect.

As to a suspect virus, can it reproduce/replicate itself:
"As viruses are obligate intracellular pathogens they cannot replicate without the machinery and metabolism of a host cell. Although the replicative life cycle of viruses differs greatly between species and category of virus, there are six basic stages that are essential for [pathogenic] viral replication."
(British Socienty for Immunology, emphasis added). Non-pathogenic mutualistic viruses are already inside cells, and do not need to invade because they help the host microbe stay alive and are therefore welcome.

So, would you want to know what the host cell is (its genome etc.)?

A host is like a "family" that brings a biological or viral entity into existence and keeps it from ceasing to exist  (in the sense that if a virus can't replicate/reproduce, then it will die out and become extinct without a host).

The reality about that aspect of viruses is that the relevant prevention science is lame or infantile in several ways, like incompetent detectives in the movie (The Usual Suspects) who had Kaiser in their office without ever knowing anything relevant about him.

So, with that in mind let me ask you when and where have you heard about THE HOST to the corona-virus / Covid-19 in the current media viral 24/7 storm?

I will just say that I have not heard the host even mentioned, and I have heard that viruses can't replicate themselves mentioned only once.

I have, however, heard in the media that viruses can replicate themselves (wrong).

Since most viruses inhabit microbes in a mutualistic relationship, which is beneficial, and since the host is much, much larger than its symbiont virus, why not look for the easier to find host?

I focus on the host, because the last thing a sane society wants to do is change the nature of a mutualitic virus into a pathogen by using antibodies that kill the host (BTW, a host that is helping the human species stay alive - see video below).

If you want to know a lot more about the issue, there are several Dredd Blog series that get deeply into the relevant science involved.

I. Before

When I wrote the previous post in this series about five years ago, I did not exactly envision that the news media would be talking about viruses 24/7 five years later.

Nor did I exactly envision one virus type killing more Americans than had died in the long Vietnam war.

But, I can say that I have covered the issues concerning the origin of viruses by contemplating their genetic characteristics and those of their hosts (On the Origin of the Genes of Viruses, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13; The Uncertain Gene, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11; etc. see the series tabs at the top of the page).

II. During

During the contemplation of the genes of viruses, uncertainty arose as a scientific principle or reality as the case may be.

Something caught my attention:
I kept thinking about the implications until it dawned on me that one aspect of the uncertain gene concept, elucidated upon in this series, is that proton tunnelling is also technically "epigenetic."

I mean that in the sense that any gene itself, in all genetic circumstances, does not "control" itself or anything else.

Thus Epigenetics, a discipline in and of itself, is a realm that studies what utilizes the genetic molecules, where those genetic molecules are utilized, when those molecules are utilized, how they are utilized, and why those molecules are utilized.
(The Uncertain Gene - 11). I went on to write:
... the nomenclature of Epigenetics covers all activity that acts upon gene molecules, including those that decide whether, for example, to turn the gene on or off:
Geneticists study the gene; however, for epigeneticists, there is no obvious 'epigene'. Nevertheless, during the past year, more than 2,500 articles, numerous scientific meetings and a new journal were devoted to the subject of epigenetics. It encompasses some of the most exciting contemporary biology and is portrayed by the popular press as a revolutionary new science — an antidote to the idea that we are hard-wired by our genes. So what is epigenetics? - (Perceptions of Epigenetics)

Much work has been published on the cis-regulatory elements that affect gene function locally, as well as on the biochemistry of the transcription factors and chromatin- and histone-modifying complexes that influence gene expression. However, surprisingly little information is available about how these components are organized within the three-dimensional space of the nucleus. Technological advances are now helping to identify the spatial relationships and interactions of genes and regulatory elements in the nucleus and are revealing an unexpectedly extensive network of communication within and between chromosomes [cf. this]. A crucial unresolved issue is the extent to which this organization affects gene function, rather than just reflecting it. - (Nuclear organization of the genome and the potential for gene regulation)

(see following link for more ...)
(Nature Insight: Epigenetics, Vol. 447, No. 7143 pp 396-440). The point is that epigenetic dynamics involve multiple levels of analysis and subsequent operations ...
(ibid). The issue of Epigenetics (epi means above) informs us that in order to understand viruses we must have a handle on, an understanding of, their hosts.

Why?

Contrary to some media programs on TV, viruses do not replicate or reproduce, instead they are replicated or reproduced by machinery inside their host.

I am talking about a vast array machinery ("Ribosome: a sophisticated molecular machine") that is not part of any virus ... machinery that is part of the host microbe.

Even more interesting perhaps is that most viruses are mutualists, meaning that they do something helpful ("If not for a virus, none of us would ever be born") to their host (only a minority of viruses, the pathogenic viruses are harmful).

Why do they go crazy when their host is killed by chemicals and other antibiotics produced in the civilized world that is "at war" with the microbial world?

That is the same as asking "what causes viral diseases?"

III. After

Can you say "situation ethics" ...
"Small studies that build on basic science and preclinical research in early phases of drug development routinely generate signals of promise that are not confirmed in subsequent trials. Even when new drugs are established to be safe and effective, rarely are their benefits so massive that they can be detected in small, open-label, nonrandomized trials. The proliferation of small studies that are not part of an orchestrated trajectory of development is a recipe for generating false leads that threaten to divert already scarce resources toward ineffective practices, slow the uptake of effective interventions because of an inability to reliably detect smaller but clinically meaningful benefits, and engender treatment preferences that make patients and clinicians reluctant to participate in randomized trials. These problems are amplified by published reports of compassionate use, which was designed as an alternative pathway to access interventions outside of research, not to support systematic evaluation."
(Against pandemic research exceptionalism). Can you say "knee jerk reaction"?

Can you say "the traditional yellow peril" from Wuhan is quite erroneously the usual suspect?

Even as (what should be suspects) U.S. meat packing plants and other animal torture sites rack up the highest per capita covid-19 cases (places where the greatest overuse of antibiotics is centered)?

The possibility that virus pandemics can spring and spread from many origins is only as secret as Big Meat and Big Pharma want it to be:
"In addition, the meat and food industry are vulnerable to a variety of other infectious diseases that can manifest in food processing areas due mainly to poor personal hygiene and processing sanitation practices, which in turn can develop the growth of bacteria, viruses, moulds, and yeasts. These can then set the stage for:

Foodborne infection, such as salmonella or trichinosis, caused by ingesting food that is contaminated with bacteria, parasites, and viruses

Foodborne intoxication, either bacterial, such as E. coli, or chemical, where food has been contaminated with toxic chemicals, such as cleaning compounds or pesticides"
(Meat Cutting and Processing for Food Service, emphasis added; cf. Trump Policy Maximizes Deaths in Food Factories). Don't forget that helpful bacteria are hosts to helpful viruses.

Scientists speak of both a pathogenic and a non-pathogenic corona virus (COVID-19 coronavirus epidemic has a natural origin) without discussing the microbial host (bats and camels are not microbes) or the circumstances that would change a non-pathogenic to a pathogenic virus.

Viruses can become pathogenic when a catastrophe (e.g. antibiotic killing) happens to their host (What Did The Mass Extinctions Do To Viruses and Microbes?).

IV. Closing Comments

Because we may be entering a new age of viral epidemics and pandemics, I am reopening this series that has been dormant for several years.

I am doing so in order to see if we can find the microbe that is being mass-murdered and thereby rendering the covid-19 virus host-less (homeless) like the boll weevil ... looking for a host (High Technology Boll Weevil).

The next post in this series is here, the previous post in this series is here.

The genetic material of a human is >90% microbial ... (lots of host homes for lots of viruses) ...



Sunday, May 3, 2020

On Thermal Expansion & Thermal Contraction - 44

Higgs Boson Blues
I. Background

In the previous post of this series a simulation displayed various outcomes in terms of thermal expansion.

The simulation was based on maximum and minimum temperatures for the world oceans that are listed in the World Ocean Database (WOD)  Manual.

In today's post actual in situ measurements from the same oceans are used instead of the simulations.

The measurements are not processed exactly like the averages "(max + min ÷ 2)" of the WOD Manual temperatures were in the previous post of this series, they are processed just as they were measured (On Thermal Expansion & Thermal Contraction - 43).

The difference in the graphs of all oceans is due to the fact that ~93% of the heat from the Sun that is not radiated back into space ends up in the ocean.

Thus, the GISTEMP anomaly data which applies to the atmosphere is only ~7% of the total global heating action.

The ocean is warming more than the atmosphere, so it is normal to expect an impact of the sort shown on the "Thermosteric SLC" graphs in the two posts.

II. In Situ Results

The in situ temperature HTML data and the graphs show that the ocean heat content is above the median depicted by the  "(max + min ÷ 2)" figures in the "On Thermal Expansion & Thermal Contraction - 43" presentations.

This reality, however, does not redeem the "thermal expansion is the main cause of sea level rise" hypothesis.

No, once again, simulation or not, the HTML appendices and the graph appendices to today's post once again confirm my argument that "thermal expansion is NOT the main cause of sea level rise" over the past century.


Check out the in situ data appendices:

Links To Appendices
Ocean AreaHtml Tables Graphed Values
AtlanticAppendix A1Appendix A2
PacificAppendix B1Appendix B2
PolarAppendix C1Appendix C2
EquatorialAppendix D1Appendix D2
IndianAppendix E1Appendix E2

The cumulative totals for each ocean area's in situ measurements are as follows:

Thermosteric SLC (c.1900-2019)
Ocean SLC (mm)
North Atlantic 4.52489
Equatorial Atlantic 0.840493
South Atlantic 1.2491
North Pacific 3.06685
Equatorial Pacific 6.4686
South Pacific 5.02795
North Indian 0.563049
Equatorial Indian 8.16361
South Indian 6.30896
Southern 1.98366
Arctic 0.487493
Average (11 oceans) 3.51679
Total (11 oceans) 38.6847

Graph of (in situ) Thermal Expansion

Compare this thermosteric SLC graph with graphs of total SLC around the globe:

Countries With Sea Level Change, 2, 3
Seaports With Sea Level Change, 2, 3, 4, 5, 6, 7, 8, 9

III. The Reality

The melting of the Cryosphere (both above and below sea level) is the main cause of sea level change.

Sea level rise is caused mostly by tidewater glacier melt under the ocean's surface at or near the grounding lines.

This is taking place in Greenland and in Antarctica big time, even as we 'speak'.

For review and confirmation:

Hot, Warm, & Cold Thermal Facts: Tidewater-Glaciers, 2, 3, 4, 5, 6

In Pursuit of Plume Theory, 2, 3, 4

Antarctica 2.0, 2, 3, 4, 5, 6 [& supplements A, B, C, D, E, F], 7

Mysterious Zones of Antarctica, 2, 3, 4

Mysterious Zones of The Arctic, 2, 3

Greenland 2.0, 2

(there are more series posts in the series posts tabs at the top of the page)

IV. Closing Comments

Dredd Blog uses the TEOS-10 toolkit's gsw_alpha function to calculate the thermal expansion coefficient:
"This site [teos-10.org] is the official source of information about the Thermodynamic Equation Of Seawater - 2010 (TEOS-10), and the way in which it should be used.

TEOS-10 is based on a Gibbs function formulation from which all thermodynamic properties of seawater (density, enthalpy, entropy sound speed, etc.) can be derived in a thermodynamically consistent manner. TEOS-10 was adopted by the Intergovernmental Oceanographic Commission at its 25th Assembly in June 2009 to replace EOS-80 as the official description of seawater and ice properties in marine science."
Of the gsw_alpha function, that official source says:
"Hence we may take the thermal expansion coefficient [a0] evaluated [from] gsw_alpha(SA,CT,p) as essentially reflecting the full accuracy of TEOS‐10."
(Notes on gsw_alpha, PDF). It's enough to give a person the Higgs Boson Blues ...



Is the Higgs Boson Blues made of two or more other blues?



The next post in this series is here, the previous post in this series is here.

Appendix GRAPH Equatorial 44

This is an appendix to: On Thermal Expansion & Thermal Contraction - 44







Appendix HTML Equatorial 44

This is an appendix to: On Thermal Expansion & Thermal Contraction - 44


Legend

Depth Levels:
epi = Epipelagic (0-200m)
meso = Mesopelagic (201m-1000m)
bath = Bathypelagic (1001m-4000m)
abys = Abyssopelagic (4001m-5500m)
hado = Hadopelagic (>5500m)


TEOS Variables:
CT = Conservative Temperature
SA = Absolute Salinity
hO = Potential Enthalpy
γ (gamma) = Infrared Photon
mole = 6.02 x 1023 photons
ThXC = thermosteric SLC (mm)

Ocean: Equatorial Atlantic
WOD Zones:
7006 7005 7004 7003 7002 7001 7000 1000 5004 5003 5002 5001 5000 3000 3001

Year Depth Level CT (deg. C) SA (g/kg) hO (x103 J/kg)γ (moles/kg)ThXC (mm)
1901 epi 16.5994 35.4196 66.3981 0.721558 0

meso 10.833 34.993 43.4066 0.471706 0

bath 2.27666 35.0696 10.2791 0.111704 0

abys


0

hado


0
1903 epi 19.5128 35.799 78.0558 0.848244 0

meso 7.38284 34.8531 29.7098 0.322861 0

bath 3.60332 35.0503 15.1047 0.164145 0.057214

abys 0.732624 35.2454 4.39105 0.0477183 0

hado


0
1906 epi 18.9854 35.5892 75.9107 0.824933 -0.268428

meso 6.26807 34.8522 25.261 0.274516 -0.0742578

bath 2.46707 35.0398 10.8446 0.11785 -0.271353

abys 2.04141 35.0344 9.78008 0.106282 0

hado


0
1908 epi 15.6534 34.7278 62.495 0.679142 0

meso


0

bath


0

abys


0

hado


0
1911 epi 19.5478 35.6138 78.165 0.849431 0.145236

meso 6.83324 34.8481 27.5062 0.298914 -0.0668865

bath 3.20065 34.9973 13.482 0.146511 0

abys 1.66347 34.9644 8.343 0.0906647 0

hado


0
1913 epi 21.3063 36.0515 85.249 0.926414 -0.0661493

meso 9.98507 35.1531 40.085 0.43561 0.0968851

bath


0

abys


0

hado


0
1921 epi 20.8234 35.6655 83.2531 0.904724 -0.00646433

meso 6.58152 34.8465 26.5022 0.288003 -0.0526521

bath 3.54025 35.0555 14.8604 0.16149 0.0118144

abys 1.79018 35.0043 8.74219 0.0950027 0.125187

hado


0
1924 epi 18.3881 35.3844 73.4993 0.798728 0.00149712

meso


0

bath


0

abys


0

hado


0
1925 epi 18.3746 35.7128 73.4941 0.798671 0.0158664

meso


0

bath


0

abys


0

hado


0
1926 epi 19.3002 35.69 77.1852 0.838784 -0.0279445

meso 6.41734 34.831 25.8385 0.280791 -0.120949

bath 3.17315 35.0487 13.3583 0.145166 -0.316715

abys 1.5503 35.0088 7.75254 0.084248 -0.180218

hado


0
1927 epi 19.9426 35.715 79.7547 0.866706 0.0198806

meso 6.49114 34.8395 26.1363 0.284027 0.0117889

bath 3.27373 35.0692 13.7653 0.149589 -0.0655173

abys 0.424841 34.8792 3.10168 0.0337064 -0.0335302

hado


0
1928 epi 18.7622 35.644 75.0279 0.815339 -0.26385

meso 6.7896 34.8582 27.3259 0.296954 0.0199985

bath 3.34352 35.0746 14.0004 0.152144 0.0581608

abys


0

hado


0
1930 epi 17.8106 35.8192 71.254 0.774328 -0.101057

meso 6.60834 34.8478 26.6065 0.289137 -0.0337039

bath 3.93717 35.0065 16.1826 0.175859 0.0722969

abys


0

hado


0
1931 epi 20.7877 35.868 83.1465 0.903565 0.340811

meso 6.86017 34.8949 27.6172 0.300121 0.0730072

bath 3.26973 35.0438 13.7638 0.149573 0.0963095

abys 1.53305 35.0153 7.80921 0.0848639 0.0137885

hado


0
1932 epi 22.1073 35.7901 88.3987 0.960641 0.162386

meso 6.52048 34.8986 26.2591 0.285362 0.0886327

bath 3.32066 35.0866 13.9569 0.151671 -0.082603

abys


0

hado


0
1933 epi 21.2447 35.7051 84.9292 0.922939 0.059764

meso 6.58593 34.871 26.5054 0.288038 -0.00968517

bath 4.09458 34.9952 16.7395 0.18191 -6.21807e-05

abys


0

hado


0
1935 epi 23.6919 35.2867 94.6137 1.02818 -0.0439111

meso


0

bath


0

abys


0

hado


0
1936 epi 18.5669 35.6482 74.251 0.806897 -0.0765708

meso 11.4527 35.3961 45.9065 0.498873 -0.0135668

bath


0

abys


0

hado


0
1937 epi 17.1511 35.6766 68.6147 0.745647 0.0249041

meso 6.22249 34.8221 25.057 0.272299 0.0135444

bath 3.83391 35.0248 15.725 0.170886 -0.0184056

abys


0

hado


0
1938 epi 28.4412 35.4267 113.557 1.23405 0.014831

meso


0

bath


0

abys


0

hado


0
1939 epi 19.375 35.4432 77.4408 0.841561 0.114187

meso 7.29773 34.8778 29.3336 0.318772 -0.0691214

bath 2.74708 35.0799 11.8198 0.128448 -0.056536

abys


0

hado


0
1941 epi 21.3305 35.8611 85.3121 0.927099 -0.0682925

meso


0

bath


0

abys


0

hado


0
1946 epi 7.22807 34.0703 28.8517 0.313535 -0.598967

meso


0

bath


0

abys


0

hado


0
1947 epi 7.48636 34.0354 29.8697 0.324598 -0.00313312

meso


0

bath


0

abys


0

hado


0
1948 epi 17.6006 35.5315 70.3938 0.76498 -0.125468

meso 7.17879 34.8569 28.8624 0.313652 0.00114211

bath 3.1546 35.0998 13.3232 0.144785 -0.0439791

abys 1.42456 34.9917 7.36001 0.0799823 -0.0444247

hado 0.886445 34.9078 5.78022 0.0628146 0
1949 epi 14.2522 35.3039 56.9976 0.619401 0.322395

meso 7.40546 35.425 29.7359 0.323144 -0.148058

bath


0

abys


0

hado


0
1950 epi 19.3858 35.2776 77.4547 0.841711 0.371338

meso 6.59467 34.8296 26.5502 0.288525 0.123005

bath 3.26573 35.0062 13.7572 0.149501 0.150002

abys 1.86719 35.0344 9.06154 0.0984731 -0.00286232

hado


0
1952 epi 19.1398 35.7049 76.5628 0.832019 -0.129669

meso 6.6497 34.8678 26.7733 0.290949 0.0129778

bath 3.66103 35.0771 15.1918 0.165092 0.010405

abys


0

hado


0
1953 epi 22.6661 35.8309 90.6395 0.984993 0.0614827

meso 6.87165 34.9146 27.6683 0.300675 0.0728922

bath 4.20908 35.1443 17.2962 0.18796 0.18077

abys


0

hado


0
1956 epi 19.8211 35.525 79.2364 0.861074 0.204102

meso 6.54866 34.8682 26.3693 0.286559 -0.0156502

bath 3.36514 35.095 14.138 0.15364 -0.02215

abys 1.56951 35.022 7.83292 0.0851216 0

hado


0
1957 epi 20.075 35.7808 80.292 0.872545 0.0239387

meso 6.61703 34.8649 26.6426 0.289529 0.0164712

bath 3.23756 35.0657 13.6187 0.147997 -0.0537032

abys 0.883909 34.9401 5.24214 0.0569672 0.0224798

hado


0
1958 epi 20.6107 35.8438 82.4394 0.895881 0.0776607

meso 6.62531 34.8633 26.6744 0.289874 1.08282e-05

bath 3.28324 35.0724 13.8045 0.150015 0.139081

abys 1.08678 34.9591 6.08525 0.0661293 0.0294305

hado 0.747275 34.9171 5.20172 0.0565279 0
1959 epi 20.5845 35.8807 82.3404 0.894806 0.0280119

meso 6.83116 34.8969 27.5027 0.298876 0.0565041

bath 3.2907 35.0631 13.8343 0.15034 -0.0308225

abys 0.338136 34.8686 2.86084 0.0310892 -0.0329626

hado


0
1960 epi 20.1229 35.6372 80.4578 0.874347 -0.0373324

meso 6.75951 34.8691 27.2133 0.295731 -0.0479897

bath 3.28654 35.0567 13.8165 0.150146 -0.111675

abys


0

hado


0
1961 epi 19.1184 35.6857 76.4552 0.83085 -0.108953

meso 6.7224 34.8829 27.0654 0.294124 0.00308125

bath 3.28057 35.0667 13.7939 0.149901 -0.0125943

abys 1.18763 34.9699 6.50268 0.0706656 -0.0204091

hado 0.771495 34.9127 5.30224 0.0576202 7.35232e-08
1962 epi 19.7945 35.7282 79.165 0.860298 -0.0142972

meso 6.71067 34.8614 27.0176 0.293604 0.0314416

bath 3.83692 35.0253 15.7954 0.171651 -0.0224928

abys


0

hado


0
1963 epi 20.1765 35.6946 80.6817 0.876781 0.0499604

meso 6.63755 34.8616 26.7238 0.290411 -0.0141709

bath 3.29449 35.064 13.8504 0.150514 0.0166728

abys 0.85315 34.9318 5.1143 0.0555778 -0.000119157

hado


0
1964 epi 20.3469 35.74 81.3691 0.88425 0.0379282

meso 6.68357 34.8734 26.909 0.292424 0.0110673

bath 3.32154 35.0859 13.9625 0.151733 -0.00514414

abys 1.96491 35.1878 9.60178 0.104344 0.0175295

hado


0
1965 epi 20.058 35.6834 80.2079 0.871631 -0.0339038

meso 6.72285 34.8831 27.0673 0.294145 0.0150754

bath 3.2985 35.0668 13.8653 0.150677 0.0276368

abys 0.897768 35.007 5.30718 0.0576739 -0.0425457

hado 0.652526 35.0304 4.81419 0.0523166 0
1966 epi 20.3866 35.769 81.532 0.886021 0.0230581

meso 6.68419 34.8963 26.9129 0.292467 -0.00720465

bath 3.3013 35.075 13.8758 0.150791 -0.0461801

abys 0.843074 34.9336 5.07666 0.0551689 0.0194497

hado 0.819775 34.9217 5.50367 0.0598092 1.46813e-07
1967 epi 20.5842 35.8178 82.3314 0.894708 0.065026

meso 6.64737 34.8596 26.7631 0.290838 -0.0157813

bath 3.33737 35.072 14.0227 0.152386 -0.00557988

abys 1.00195 34.9653 5.73587 0.0623326 0.0136427

hado 0.7411 34.9189 5.17614 0.0562498 -4.4078e-07
1968 epi 20.4221 35.7732 81.6745 0.887569 -0.0307261

meso 6.58182 34.8445 26.4993 0.287972 -0.00266327

bath 3.28 35.0562 13.7909 0.149868 0.0248162

abys 1.18149 34.9672 6.35151 0.0690228 -0.0302913

hado


0
1969 epi 20.2749 35.8466 81.0974 0.881297 -0.0385322

meso 6.60341 34.8668 26.588 0.288936 -0.0134999

bath 3.31809 35.0748 13.9446 0.151538 -0.059611

abys 0.595297 34.9197 3.92488 0.0426523 0.0224805

hado


0
1970 epi 20.0083 35.8109 80.0298 0.869696 0.0222486

meso 6.80182 34.8982 27.3845 0.297591 0.0523316

bath 3.32904 35.085 13.9901 0.152032 0.0494354

abys 0.72441 34.9944 4.58634 0.0498404 -0.00236928

hado


0
1971 epi 19.6896 35.7464 78.7465 0.855751 -0.0405861

meso 6.82329 34.8968 27.4709 0.298531 0.0167511

bath 3.36138 35.0582 14.1177 0.153419 0.0377512

abys 0.928746 34.946 5.30521 0.0576526 0.0250422

hado


0
1972 epi 19.7358 35.8569 78.9481 0.857941 0.00242138

meso 6.74575 34.888 27.1599 0.29515 -0.0275701

bath 3.30105 35.0609 13.8737 0.150768 -0.0674933

abys 0.675482 34.9104 4.38053 0.0476039 -0.020083

hado 0.749706 34.8762 5.20939 0.0566112 -2.12466e-07
1973 epi 20.3779 35.8061 81.503 0.885705 0.0433996

meso 6.72271 34.8525 27.0653 0.294122 0.00493535

bath 3.31456 35.0373 13.9288 0.151367 0.0705284

abys 1.80084 35.012 8.9133 0.0968621 -0.00868443

hado


0
1974 epi 19.1617 35.8175 76.6509 0.832977 -0.110699

meso 6.62019 34.8651 26.6551 0.289665 -0.0263251

bath 3.32824 35.0758 13.9866 0.151994 0.0106374

abys 0.937797 34.9726 5.3412 0.0580437 0.0607238

hado


0
1975 epi 19.8945 35.7887 79.5717 0.864718 0.137159

meso 6.63836 34.8514 26.7272 0.290448 -0.00847184

bath 3.80405 35.0835 15.7751 0.171431 0.235953

abys


0

hado


0
1976 epi 19.1892 35.7616 76.7545 0.834102 0.010816

meso 6.60357 34.8772 26.5886 0.288942 0.0307782

bath 3.98191 35.0702 16.3837 0.178044 0.0343347

abys


0

hado


0
1977 epi 19.8934 35.8928 79.5826 0.864836 0.00493029

meso 6.63064 34.8926 26.6987 0.290139 -0.00985924

bath 3.32649 35.0921 13.9782 0.151903 -0.0340952

abys 0.704712 34.9533 4.50599 0.0489672 -0.0692092

hado 0.679377 34.9458 4.9209 0.0534761 -1.99858e-07
1978 epi 20.3222 35.7863 81.2793 0.883274 0.0441171

meso 6.69694 34.8644 26.9624 0.293004 0.0183564

bath 3.31906 35.0734 13.9483 0.151579 0.00483302

abys 0.368159 34.885 2.98592 0.0324484 -0.0413356

hado


0
1979 epi 20.3444 35.9179 81.3867 0.884441 0.00945806

meso 6.73154 34.8646 27.101 0.294511 0.00257932

bath 4.06729 35.0504 16.7273 0.181778 0.0363522

abys


0

hado


0
1980 epi 19.8886 35.8153 79.5512 0.864495 -0.0328429

meso 6.83982 34.8862 27.537 0.299249 0.0411804

bath 3.40841 35.09 14.3129 0.155541 0.04019

abys 1.58181 35.0232 7.88374 0.0856738 0.0884774

hado


0
1981 epi 19.2072 35.7005 76.8138 0.834747 -0.00760536

meso 6.82345 34.9128 27.4734 0.298558 -0.0216181

bath 3.37837 35.0773 14.188 0.154183 -0.0537939

abys 1.17651 34.9707 6.33116 0.0688017 0.0334561

hado


0
1982 epi 19.8482 35.5754 79.3528 0.862339 0.0295155

meso 6.72977 34.8549 27.0937 0.294432 -0.0258774

bath 3.39302 35.0587 14.2495 0.154852 -0.000530504

abys 1.85608 34.9641 9.01164 0.0979309 0.00238478

hado


0
1983 epi 20.1927 35.9262 80.7835 0.877887 0.00662741

meso 6.70318 34.8449 26.9864 0.293266 -0.000959589

bath 3.30628 35.0653 13.8965 0.151016 -0.0691421

abys 1.25055 34.9764 6.76491 0.0735153 -0.00960789

hado


0
1984 epi 20.1678 35.8585 80.6716 0.87667 -0.00461869

meso 6.75849 34.887 27.2112 0.295708 0.00294993

bath 3.35105 35.087 14.0807 0.153017 0.0170935

abys 1.85482 35.0379 9.2704 0.100743 -0.00265318

hado


0
1985 epi 19.5632 35.8508 78.2588 0.85045 -0.0543039

meso 6.89353 34.9042 27.7543 0.30161 0.0496594

bath 3.59526 35.0983 14.9931 0.162932 -0.000704628

abys


0

hado


0
1986 epi 19.8056 35.8554 79.2262 0.860964 0.00548026

meso 6.72953 34.9172 27.0957 0.294453 -0.0290154

bath 3.11387 35.0888 13.1169 0.142544 -0.14415

abys


0

hado


0
1987 epi 20.7342 35.9445 82.9455 0.901381 0.124778

meso 6.72387 34.8744 27.071 0.294184 -0.0156049

bath 3.31525 35.0646 13.9327 0.151409 -0.0207639

abys 0.966971 34.9434 5.58782 0.0607237 0.00143644

hado


0
1988 epi 19.9399 35.8467 79.7604 0.866769 -0.0685069

meso 6.66425 34.8552 26.8308 0.291574 -0.0115499

bath 3.32499 35.0755 13.9734 0.151852 -0.00277142

abys 1.45216 34.9955 7.60078 0.0825988 0.00853211

hado


0
1989 epi 20.0778 35.7745 80.2999 0.872631 -0.0262312

meso 6.75966 34.884 27.2161 0.295761 0.0154736

bath 3.35819 35.0872 14.1065 0.153297 -0.00764257

abys 0.859113 34.9394 5.14027 0.0558601 -0.0119451

hado


0
1990 epi 21.9276 35.9546 87.7106 0.953165 0.0843787

meso 6.48864 34.8356 26.1262 0.283917 -0.0397941

bath 3.44041 35.0604 14.4374 0.156894 0.0960987

abys 0.823402 34.9267 4.74904 0.0516085 -0.0322635

hado


0
1991 epi 20.014 35.8787 80.0634 0.870061 -0.104497

meso 6.53937 34.8321 26.3288 0.286119 -0.0179398

bath 3.30601 35.0678 13.8936 0.150984 -0.0412712

abys 0.734669 34.9178 4.62719 0.0502844 -0.0213141

hado 1.25662 34.8501 7.31504 0.0794937 4.78431e-08
1992 epi 21.1321 36.0537 84.5535 0.918855 0.194059

meso 6.66321 34.7991 26.8227 0.291486 0.0432918

bath 3.29541 35.0684 13.8508 0.150519 -0.00448534

abys 1.30297 34.9804 6.85682 0.0745141 0.00977823

hado


0
1993 epi 19.8501 35.9261 79.4156 0.863021 -0.0616244

meso 6.63175 34.8623 26.7015 0.290169 -0.00272091

bath 3.31426 35.0711 13.9287 0.151365 -0.00604838

abys 0.996963 34.9485 5.71128 0.0620653 0.0206142

hado


0
1994 epi 20.7716 36.0187 83.107 0.903137 -0.0184281

meso 6.59433 34.8499 26.5506 0.288529 -0.0234072

bath 3.3373 35.0737 14.0208 0.152367 0.0237294

abys 0.794981 34.9245 4.87771 0.0530068 -0.0212734

hado


0
1995 epi 20.9679 35.787 83.8529 0.911242 0.131318

meso 6.5849 34.8411 26.5119 0.288108 0.00873734

bath 3.3308 35.0737 13.9964 0.1521 0.219785

abys 1.71323 35.0255 8.55303 0.0929471 0.0146077

hado


0
1996 epi 20.6482 35.8499 82.5875 0.897491 -0.130776

meso 6.54723 34.8472 26.3624 0.286484 0.00622715

bath 3.33027 35.0767 13.9925 0.152058 -0.0337428

abys 1.45556 34.9984 7.61737 0.0827791 0.00958957

hado


0
1997 epi 19.1279 35.8233 76.5158 0.831509 -0.0787039

meso 6.39244 34.8779 25.7426 0.279749 -0.029825

bath 3.42125 35.0851 14.3641 0.156097 0.153397

abys 1.64661 35.0241 8.15108 0.088579 0.00590013

hado


0
1998 epi 19.7986 35.8427 79.1965 0.86064 0.223611

meso 6.7869 34.8434 27.3215 0.296907 0.150623

bath 3.89169 34.863 15.8802 0.172573 -0.00836869

abys


0

hado


0
1999 epi 19.7703 35.793 79.0765 0.859336 -0.0237124

meso 6.765 34.8298 27.2336 0.295952 0.0125281

bath 3.29853 35.0636 13.865 0.150673 0.00453325

abys 0.839644 34.9275 5.0595 0.0549824 -0.0177352

hado


0
2000 epi 19.668 35.7811 78.6667 0.854883 -0.0607022

meso 6.71109 34.8494 27.0189 0.293619 -0.00917486

bath 3.33884 35.0714 14.0294 0.15246 0.0304005

abys 1.59503 35.0097 8.06334 0.0876255 0.0241196

hado


0
2001 epi 20.3852 35.8946 81.5471 0.886184 0.0910551

meso 6.78711 34.8605 27.3242 0.296936 0.0182759

bath 3.52277 35.0707 14.6989 0.159735 0.00237119

abys


0

hado


0
2002 epi 20.2076 35.8589 80.831 0.878402 -0.0487601

meso 6.65931 34.8499 26.8112 0.291361 -0.0367171

bath 3.35365 35.0714 14.0894 0.153112 -0.000368572

abys 1.29172 34.9803 6.68452 0.0726417 -0.00745328

hado


0
2003 epi 20.3657 35.8888 81.4652 0.885295 0.0445943

meso 6.59426 34.911 26.5536 0.288562 -0.0141852

bath 3.37252 35.0631 14.1642 0.153924 0.0455518

abys 0.772336 34.9229 4.78076 0.0519532 0.0028011

hado


0
2004 epi 20.3957 35.8498 81.5809 0.886551 0.0226427

meso 6.63103 34.8895 26.7001 0.290154 0.0129069

bath 3.35655 35.0733 14.1022 0.153251 -0.0306612

abys 1.94439 35.0487 9.50867 0.103332 0.0112195

hado


0
2005 epi 20.3405 35.7466 81.3489 0.884031 0.000890251

meso 6.72188 34.7235 27.0539 0.293999 0.0282243

bath 3.28308 35.0588 13.7993 0.149959 -0.0517578

abys 0.417847 34.884 3.31407 0.0360145 -0.108731

hado


0
2006 epi 20.1199 35.8637 80.4812 0.874601 -0.0291045

meso 6.693 34.8529 26.9458 0.292824 -0.00927005

bath 3.34704 35.0711 14.0618 0.152812 0.0266778

abys 1.89622 35.044 9.18186 0.0997806 -0.00131383

hado


0
2007 epi 20.3418 35.9142 81.3744 0.884308 0.0263868

meso 6.77161 34.8623 27.262 0.29626 0.0238108

bath 3.37609 35.0728 14.1802 0.154098 0.113325

abys


0

hado


0
2008 epi 20.5709 35.8532 82.2793 0.894142 0.0317801

meso 6.78204 34.8424 27.3024 0.296699 0.00162189

bath 3.32804 35.0558 13.9829 0.151955 -0.0580447

abys 0.469525 34.9155 3.40656 0.0370196 0.0140597

hado


0
2009 epi 20.1926 35.8958 80.776 0.877805 -0.0471385

meso 6.74064 34.8654 27.1381 0.294914 -0.0102407

bath 3.33837 35.0831 14.0238 0.152399 0.00428182

abys 0.888855 34.9321 5.13787 0.055834 0.0947098

hado


0
2010 epi 20.8144 35.8709 83.2535 0.904729 0.0747612

meso 6.75996 34.8602 27.2152 0.295751 0.0063769

bath 3.48427 35.0685 14.6179 0.158855 0.300922

abys 1.83347 35.0345 9.18231 0.0997856 0.0283276

hado 2.37295 35.1193 11.9756 0.130141 0
2011 epi 20.1438 35.8824 80.5795 0.87567 -0.0761985

meso 6.79735 34.8665 27.3657 0.297387 0.0119777

bath 3.47968 35.063 14.5976 0.158635 0.126755

abys 1.41219 34.9832 7.30515 0.0793861 -0.00950653

hado 2.37263 35.1392 11.9756 0.130141 -1.05077e-09
2012 epi 20.3973 35.8661 81.5884 0.886633 0.0278893

meso 6.77059 34.873 27.259 0.296227 -0.0062208

bath 3.36981 35.0665 14.1536 0.153809 -0.0882384

abys 1.32536 34.9796 6.82302 0.0741467 -0.00350346

hado 2.37537 34.9726 11.9756 0.130141 8.78149e-09
2013 epi 20.2637 35.8167 81.0474 0.880754 -0.0112229

meso 6.86221 34.8766 27.6264 0.30022 0.0290282

bath 3.33151 35.0602 13.9962 0.152099 -0.0625028

abys 0.689777 34.9109 4.43953 0.048245 -0.00988604

hado


0
2014 epi 20.3239 35.3593 81.2148 0.882574 0.0142778

meso 6.82044 34.8666 27.4579 0.298389 -0.0143394

bath 3.3363 35.0626 14.0156 0.152309 -0.0228865

abys 0.564948 34.8866 3.92178 0.0426185 0.00526379

hado 2.37486 35.0037 11.9756 0.130141 -1.64149e-09
2015 epi 20.3379 35.7442 81.3328 0.883856 0.00076102

meso 6.80898 34.8605 27.4115 0.297885 -0.00226432

bath 3.34707 35.0694 14.0608 0.152801 -0.0230662

abys 0.651992 34.9122 4.28249 0.0465384 -0.00159189

hado


0
2016 epi 20.4976 35.9629 82.0033 0.891142 0.0179448

meso 6.83055 34.8704 27.4987 0.298833 0.00679516

bath 3.33363 35.0666 14.0051 0.152195 -0.117536

abys 0.658016 34.9074 4.30726 0.0468076 0.0036221

hado


0
2017 epi 20.6243 35.9323 82.5036 0.896579 0.0185313

meso 6.77036 34.8628 27.257 0.296206 -0.0194604

bath 4.07558 35.0824 16.7622 0.182158 0.0135472

abys


0

hado


0
2018 epi 20.4639 35.9309 81.8629 0.889617 -0.0267796

meso 6.73968 34.8734 27.1347 0.294876 -0.00914669

bath 3.40421 35.075 14.2949 0.155345 0.04663

abys


0

hado


0
2019 epi 20.18 35.9156 80.7285 0.877289 -0.0355257

meso 6.82661 34.8649 27.4829 0.298661 0.0291542

bath 3.35806 35.0678 14.1045 0.153276 -0.0404359

abys 0.93871 34.9374 5.34687 0.0581053 -0.0875862

hado


0

Legend

Depth Levels:
epi = Epipelagic (0-200m)
meso = Mesopelagic (201m-1000m)
bath = Bathypelagic (1001m-4000m)
abys = Abyssopelagic (4001m-5500m)
hado = Hadopelagic (>5500m)


TEOS Variables:
CT = Conservative Temperature
SA = Absolute Salinity
hO = Potential Enthalpy
γ (gamma) = Infrared Photon
mole = 6.02 x 1023 photons
ThXC = thermosteric SLC (mm)

Ocean: Equatorial Indian
WOD Zones:
1004 1005 1006 1007 3003 3004 3005 3006 3007

Year Depth Level CT (deg. C) SA (g/kg) hO (x103 J/kg)γ (moles/kg)ThXC (mm)
1906 epi 21.9647 35.2163 87.756 0.953658 0

meso 8.32849 35.0725 33.5517 0.364611 0

bath 2.74848 34.9082 11.8758 0.129056 0

abys


0

hado


0
1923 epi 25.0114 35.1919 99.9081 1.08572 0.329609

meso


0

bath


0

abys


0

hado


0
1924 epi 23.7036 35.1437 94.6802 1.0289 -0.245329

meso


0

bath


0

abys


0

hado


0
1925 epi 22.8544 35.8679 91.4042 0.993303 -0.292552

meso


0

bath


0

abys


0

hado


0
1927 epi 23.5851 35.5508 94.2694 1.02444 0.104856

meso 8.38014 35.401 33.8005 0.367315 -0.0174557

bath 5.98527 35.207 24.3537 0.264656 0

abys


0

hado


0
1929 epi 22.1393 35.3459 88.4683 0.961399 -0.0466539

meso 9.0636 35.1783 36.4803 0.396437 0.0605102

bath 3.35494 34.9969 14.0871 0.153086 -0.0593702

abys 0.99818 34.8973 5.46886 0.0594309 0

hado


0
1930 epi 22.7411 35.5186 90.9 0.987824 0.180797

meso 9.36381 35.131 37.6857 0.409537 0.357193

bath 5.55829 35.0524 22.7237 0.246942 0.446382

abys


0

hado


0
1933 epi 20.9054 35.6763 83.5977 0.908469 -0.220318

meso 9.52737 35.2512 38.3481 0.416734 -0.0223069

bath 2.16107 34.9383 9.47675 0.102985 -0.0368539

abys 0.886713 34.889 5.12955 0.0557436 0

hado


0
1934 epi 22.5037 35.4716 89.9438 0.977433 0.138498

meso 9.49694 35.2062 38.2207 0.41535 0.0656497

bath 2.86005 34.9592 12.1897 0.132467 0.160213

abys


0

hado


0
1935 epi 23.1419 35.5259 92.4953 1.00516 -0.0061921

meso 9.02174 35.2239 36.3157 0.394648 -0.250414

bath 2.62427 34.969 11.1964 0.121673 -0.507498

abys 0.984494 34.9083 5.41297 0.0588236 0.00325212

hado


0
1948 epi 22.7066 35.5294 90.7589 0.986291 -0.0220905

meso 9.78496 35.2603 39.3359 0.427469 -0.043866

bath 2.53395 34.9776 10.8308 0.1177 -0.173504

abys 0.93311 34.8844 5.32138 0.0578282 -0.00339134

hado


0
1949 epi 22.4 35.4073 89.5127 0.972748 -0.194595

meso 10.057 35.2876 40.4201 0.439251 -0.117796

bath 4.69527 35.0761 19.2807 0.209527 -0.0176292

abys


0

hado


0
1950 epi 22.6118 35.4079 90.3641 0.982 0.397034

meso 9.67795 35.1724 38.933 0.423091 0.146376

bath 4.7205 35.0522 19.3406 0.210177 0.0336192

abys


0

hado


0
1951 epi 22.6811 35.3982 90.6262 0.984848 -0.0559098

meso 8.5385 35.0661 34.3676 0.373478 -0.0854109

bath 3.16972 34.9606 13.3424 0.144993 -0.0473282

abys


0

hado


0
1955 epi 21.4507 35.5264 85.7521 0.931881 -0.0857529

meso 9.22621 35.2134 37.135 0.403552 -0.0186324

bath 4.93773 35.0681 20.1789 0.219287 -0.182165

abys


0

hado


0
1956 epi 21.4597 35.3807 85.7635 0.932005 -0.108839

meso 8.73923 35.1874 35.1792 0.382297 -0.125579

bath 3.28769 35.0329 13.7322 0.14923 -0.105062

abys


0

hado


0
1957 epi 20.9122 35.2449 83.5638 0.9081 -0.0196211

meso 8.49021 35.0695 34.1704 0.371335 0.0275016

bath 3.46538 34.9386 14.3261 0.155684 -0.0206935

abys


0

hado


0
1958 epi 22.8323 35.2879 91.2262 0.991368 0.15842

meso 9.32539 35.1924 37.5321 0.407867 0.0886391

bath 3.48383 34.9802 14.5934 0.158589 0.453718

abys


0

hado


0
1959 epi 23.3889 35.5113 93.4817 1.01588 0.142935

meso 9.633 35.1852 38.7645 0.42126 0.17226

bath 3.27651 34.9436 13.7536 0.149463 -0.366781

abys


0

hado


0
1960 epi 22.2361 35.449 88.8721 0.965786 -0.0941605

meso 9.01413 35.1853 36.2819 0.394281 -0.151432

bath 3.17019 34.9934 13.3248 0.144803 -0.0936137

abys


0

hado


0
1961 epi 24.0401 35.3865 96.058 1.04388 0.147349

meso 9.5706 35.2836 38.5209 0.418613 0.0754836

bath 4.27893 35.0581 17.6181 0.191459 0.0479242

abys


0

hado


0
1962 epi 22.5266 35.3953 90.0249 0.978314 0.0058508

meso 9.07215 35.1743 36.5141 0.396804 -0.00669066

bath 3.23989 34.983 13.6065 0.147864 0.0664271

abys 0.944125 34.887 5.36693 0.0583232 0.00291966

hado


0
1963 epi 22.2196 35.4407 88.8063 0.965071 -0.0427768

meso 8.99402 35.1899 36.2018 0.39341 -0.0226181

bath 3.18991 34.997 13.405 0.145674 -0.0451705

abys 0.918069 34.8972 5.25993 0.0571605 -0.00186661

hado


0
1964 epi 21.8029 35.3022 87.1222 0.94677 -0.0610542

meso 9.12312 35.1962 36.7205 0.399047 0.0398394

bath 3.2719 34.9923 13.7362 0.149273 0.0603681

abys 1.14886 34.9021 6.34252 0.0689251 0.0267621

hado


0
1965 epi 21.6662 35.3505 86.583 0.94091 -0.0411081

meso 9.01416 35.203 36.2848 0.394312 -0.0325271

bath 3.23051 34.9941 13.5686 0.147452 -0.0320091

abys 1.03495 34.9075 5.62112 0.0610855 9.01907e-05

hado


0
1966 epi 22.3435 35.3905 89.2959 0.970392 0.143151

meso 9.69918 35.2481 39.0337 0.424185 0.249076

bath 3.86119 35.0346 15.9841 0.173701 0.0217749

abys


0

hado


0
1967 epi 22.2731 35.4065 89.0162 0.967352 0.0383901

meso 9.82138 35.2225 39.5222 0.429494 0.162354

bath 3.61939 34.9988 15.1478 0.164614 0.542331

abys 1.44894 34.9235 7.45481 0.0810126 0.0421872

hado


0
1968 epi 21.8275 35.2616 87.2153 0.947782 -0.0821711

meso 9.11546 35.0966 36.6816 0.398625 -0.164995

bath 3.76621 34.9925 15.601 0.169539 0.132113

abys


0

hado


0
1969 epi 22.0916 35.4183 88.2903 0.959464 0.0318713

meso 9.30549 35.2303 37.4545 0.407023 -0.0103101

bath 3.29174 35.001 13.8182 0.150164 -0.151854

abys


0

hado


0
1970 epi 21.7104 35.4294 86.7746 0.942993 -0.00604876

meso 9.16569 35.2059 36.8919 0.40091 -0.0355842

bath 3.25405 34.9987 13.6647 0.148496 -0.096008

abys 0.950452 34.8979 5.39381 0.0586154 -0.00359842

hado


0
1971 epi 21.39 35.469 85.4996 0.929137 -0.0519541

meso 9.01102 35.1932 36.271 0.394163 -0.0245267

bath 3.30172 35.0098 13.8582 0.1506 -0.0422685

abys 0.965618 34.8961 5.45622 0.0592936 0.00904334

hado


0
1972 epi 22.4134 35.4553 89.5823 0.973505 0.173981

meso 9.32636 35.1613 37.5318 0.407863 0.18073

bath 3.11483 34.9519 13.1017 0.142378 -0.0147179

abys


0

hado


0
1973 epi 21.7054 35.3366 86.7373 0.942587 -0.120487

meso 9.02545 35.169 36.327 0.39477 -0.11903

bath 3.25265 34.9949 13.6576 0.148419 0.0248059

abys 1.02759 34.8676 5.58862 0.0607323 0.0146786

hado


0
1974 epi 21.1607 35.3398 84.5661 0.918993 -0.103407

meso 8.94815 35.1354 36.0136 0.391365 -0.014871

bath 3.17733 34.9524 13.3529 0.145108 -0.084825

abys


0

hado


0
1975 epi 21.7537 35.4421 86.9457 0.944852 0.0813425

meso 9.07404 35.1956 36.5236 0.396907 0.0321269

bath 3.24683 35.0235 13.6356 0.14818 0.0322201

abys 0.909527 34.914 5.22527 0.0567838 -0.024569

hado


0
1976 epi 22.3417 35.4672 89.2965 0.970399 0.0894128

meso 8.84974 35.1452 35.6204 0.387092 -0.082681

bath 3.10407 34.9796 13.0567 0.141889 -0.12344

abys 0.939824 34.9226 5.35119 0.0581522 0.00452062

hado


0
1977 epi 22.4725 35.4084 89.8105 0.975985 0.0517578

meso 9.40704 35.1947 37.8591 0.411421 0.168407

bath 4.25058 35.0102 17.4594 0.189734 0.0986708

abys


0

hado


0
1978 epi 22.0695 35.3208 88.1897 0.958371 0.0440877

meso 9.21172 35.2017 37.0763 0.402913 -0.0724365

bath 3.2562 34.9925 13.6718 0.148574 -0.00581252

abys 0.942349 34.8957 5.35956 0.0582431 -0.00926076

hado


0
1979 epi 22.3641 35.3781 89.3698 0.971195 -0.0717133

meso 9.08466 35.2228 36.5685 0.397396 -0.00488562

bath 3.69102 35.0255 15.2978 0.166243 0.0838796

abys


0

hado


0
1980 epi 22.9876 35.3245 91.8503 0.998151 0.16238

meso 9.25788 35.1525 37.2573 0.404881 0.0608254

bath 4.03489 34.9893 16.6293 0.180713 0.0227459

abys


0

hado


0
1981 epi 21.5758 35.3309 86.2191 0.936956 -0.193922

meso 8.81951 35.2015 35.5029 0.385815 -0.143243

bath 3.32529 34.9568 13.9469 0.151563 -0.0868117

abys 0.678707 34.9183 4.15154 0.0451154 -0.0642437

hado


0
1982 epi 22.1809 35.0359 88.5931 0.962755 0.0357919

meso 9.02413 34.9623 36.3051 0.394533 0.0355399

bath 3.66892 34.9599 15.2053 0.165238 -0.0213646

abys


0

hado


0
1983 epi 22.0463 35.4507 88.1156 0.957565 -0.00695068

meso 8.95793 35.1624 36.055 0.391815 0.00846424

bath 3.37687 35.0097 14.0909 0.153128 -0.00408328

abys


0

hado


0
1984 epi 22.2157 35.3845 88.7819 0.964807 0.0259563

meso 9.10444 35.1029 36.6386 0.398158 0.0626344

bath 4.71089 34.9373 19.2838 0.20956 0.11886

abys


0

hado


0
1985 epi 22.0631 35.4581 88.181 0.958276 -0.0212897

meso 9.13133 35.2159 36.7552 0.399424 0.00592617

bath 3.2295 35.0013 13.5657 0.147421 0.000581967

abys 0.994504 34.9004 5.57565 0.0605914 0.0193581

hado


0
1986 epi 22.333 35.5847 89.2761 0.970177 0.0268816

meso 9.0667 35.2193 36.4961 0.396609 -0.0241872

bath 3.18287 34.9976 13.3747 0.145345 -0.0708526

abys 0.783608 34.8945 4.70356 0.0511143 -0.0343199

hado


0
1987 epi 21.8777 35.4763 87.4462 0.950291 -0.0258634

meso 9.11663 35.2353 36.6983 0.398806 0.00520921

bath 3.30048 35.0168 13.8527 0.15054 0.096065

abys 0.970856 34.8909 5.47747 0.0595245 0.0194293

hado


0
1988 epi 22.6242 35.4037 90.4124 0.982525 0.0452087

meso 9.2296 35.1938 37.148 0.403693 0.0228555

bath 4.7583 35.079 19.5129 0.212049 0.174708

abys


0

hado


0
1989 epi 23.4144 35.5832 93.5903 1.01706 0.0201671

meso 9.54971 35.3446 38.4446 0.417784 -0.0700823

bath


0

abys


0

hado


0
1990 epi 22.559 35.3839 90.1492 0.979665 -0.00210882

meso 9.09297 35.107 36.5933 0.397665 0.0175113

bath 3.97344 35.3283 16.4665 0.178943 0.113737

abys


0

hado


0
1991 epi 22.4388 35.4873 89.6879 0.974652 0.0352234

meso 11.0986 35.245 44.5321 0.483937 0.0441599

bath


0

abys


0

hado


0
1992 epi 22.0023 35.6038 87.9646 0.955924 -0.0299343

meso 9.32971 35.2436 37.554 0.408104 0.0448858

bath 3.34081 34.9939 14.0137 0.152289 0.03474

abys 0.976392 34.8974 5.37896 0.058454 0.0296804

hado


0
1993 epi 21.5101 35.6356 86.0054 0.934634 -0.0749777

meso 9.39756 35.3051 37.8303 0.411107 -0.0417774

bath 3.38485 35.0247 14.1944 0.154253 -0.0168885

abys 1.05387 34.9008 5.8208 0.0632555 0.00681344

hado


0
1994 epi 23.1645 35.4455 92.571 1.00598 0.199651

meso 9.64394 35.3514 38.8225 0.42189 0.095532

bath 3.52419 35.0397 14.7588 0.160387 0.090196

abys 1.28206 34.9075 6.64067 0.0721652 -0.00220019

hado


0
1995 epi 21.6951 35.4717 86.7172 0.942369 -0.0326052

meso 9.13346 35.22 36.763 0.399509 -0.0365345

bath 3.14396 34.989 13.2186 0.143648 -0.124769

abys 0.968923 34.8944 5.46962 0.0594392 0.00179174

hado


0
1996 epi 21.4369 35.386 85.673 0.931021 -0.0175528

meso 8.46057 35.0664 34.0524 0.370052 -0.0796585

bath 2.90656 34.9336 12.2574 0.133202 0.0372157

abys 0.818789 34.8893 4.84907 0.0526956 -0.0212286

hado


0
1997 epi 23.6132 35.5995 94.3886 1.02574 0.0335676

meso 9.68013 35.3189 38.963 0.423417 -0.00812145

bath 3.36444 35.0209 14.1124 0.153361 -0.0891776

abys


0

hado


0
1998 epi 21.7624 35.5018 86.9908 0.945342 0.079436

meso 11.2867 35.2597 45.2865 0.492136 -0.0387462

bath


0

abys


0

hado


0
2000 epi 23.3693 35.2974 93.3687 1.01465 0.11973

meso 10.8915 35.2242 43.7013 0.474908 -0.095757

bath


0

abys


0

hado


0
2001 epi 21.0927 35.6984 84.3456 0.916597 -0.119052

meso 9.15407 35.2512 36.8501 0.400456 0.098318

bath 4.69257 35.0716 19.216 0.208823 0.0916007

abys


0

hado


0
2002 epi 22.2499 35.5423 88.9395 0.966519 0.12607

meso 9.23602 35.2343 37.1765 0.404002 0.0112871

bath 4.37075 35.0384 17.9461 0.195023 0.0608638

abys


0

hado


0
2003 epi 21.4706 35.4453 85.8157 0.932572 -0.0729219

meso 9.06824 35.2061 36.5015 0.396667 -0.0147001

bath 3.64831 34.9971 15.1245 0.16436 0.0278447

abys


0

hado


0
2004 epi 22.039 35.4244 88.0806 0.957186 0.0644175

meso 9.07095 35.1925 36.5109 0.39677 0.0202761

bath 5.37749 35.0087 22.1286 0.240475 3.33043

abys


0

hado


0
2005 epi 21.7836 35.4084 87.0599 0.946093 -0.0263933

meso 9.08719 35.1751 36.5747 0.397463 0.0100378

bath 4.27911 35.0263 17.5757 0.190997 0.0167473

abys


0

hado


0
2006 epi 21.7889 35.0256 87.0225 0.945687 0.0353932

meso 9.05446 35.2085 36.446 0.396064 -0.0227647

bath 3.95559 35.0016 16.5258 0.179589 2.32515

abys


0

hado


0
2007 epi 22.2777 35.3558 89.0222 0.967418 0.0326704

meso 9.01721 35.1722 36.2936 0.394408 -0.00309159

bath 3.44752 34.9897 14.3753 0.156219 -1.96304

abys


0

hado


0
2008 epi 21.8355 35.2651 87.2431 0.948084 -0.0474447

meso 9.136 35.2052 36.7732 0.399619 0.0380333

bath 5.36358 34.9993 22.0721 0.239861 3.22467

abys


0

hado


0
2009 epi 21.6163 35.0191 86.3285 0.938145 -0.0156257

meso 9.0965 35.1934 36.6138 0.397887 -0.0115956

bath 4.29324 35.0173 17.6318 0.191607 -0.00772645

abys


0

hado


0
2010 epi 21.8409 35.4515 87.2941 0.948638 0.0318563

meso 9.1316 35.2006 36.755 0.399422 0.0120023

bath 4.66165 35.0461 19.0895 0.207449 0.0272818

abys


0

hado


0
2011 epi 21.9649 35.4347 87.7866 0.95399 0.000624576

meso 9.02024 35.1856 36.3071 0.394555 -0.0303098

bath 5.54136 34.9932 22.7918 0.247682 0.513389

abys


0

hado


0
2012 epi 22.1803 35.5188 88.6591 0.963471 0.0400148

meso 9.11015 35.1896 36.6679 0.398476 0.0231739

bath 4.31578 35.0266 17.7234 0.192603 0.00386661

abys


0

hado


0
2013 epi 21.8924 35.4704 87.5042 0.950921 -0.0397752

meso 9.03423 35.1621 36.3615 0.395145 -0.0185241

bath 4.24636 35.0119 17.4427 0.189552 -0.00989779

abys


0

hado


0
2014 epi 22.1269 35.3916 88.4263 0.960942 0.0274003

meso 9.1318 35.1829 36.7543 0.399414 0.0335346

bath 4.31262 35.0305 17.7108 0.192466 0.0143827

abys


0

hado


0
2015 epi 22.4756 35.4295 89.8232 0.976122 0.0493206

meso 9.19031 35.1993 36.9903 0.401979 0.0193557

bath 4.34152 35.0364 17.8277 0.193736 -0.212551

abys


0

hado


0
2016 epi 22.3749 35.4755 89.4293 0.971842 -0.00639815

meso 9.20389 35.2086 37.0453 0.402577 0.00602076

bath 4.28413 35.038 17.596 0.191218 -0.0181587

abys


0

hado


0
2017 epi 21.7232 35.5194 86.8357 0.943656 -0.0961699

meso 9.08285 35.1919 36.5591 0.397293 -0.0390823

bath 4.26144 35.0399 17.5046 0.190226 -0.003684

abys


0

hado


0
2018 epi 21.9932 35.3811 87.8913 0.955128 0.0388541

meso 9.06226 35.1824 36.4755 0.396385 -0.00756503

bath 4.28247 35.0415 17.5898 0.19115 0.00367464

abys


0

hado


0
2019 epi 22.1802 35.3809 88.6364 0.963225 0.0207982

meso 9.08849 35.2097 36.5829 0.397552 0.00379943

bath 3.2563 34.9984 13.6739 0.148596 -0.661348

abys 0.9845 34.8981 5.53411 0.06014 0.00674606

hado


0

Legend

Depth Levels:
epi = Epipelagic (0-200m)
meso = Mesopelagic (201m-1000m)
bath = Bathypelagic (1001m-4000m)
abys = Abyssopelagic (4001m-5500m)
hado = Hadopelagic (>5500m)


TEOS Variables:
CT = Conservative Temperature
SA = Absolute Salinity
hO = Potential Enthalpy
γ (gamma) = Infrared Photon
mole = 6.02 x 1023 photons
ThXC = thermosteric SLC (mm)

Ocean: Equatorial Pacific
WOD Zones:
1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 7017 7016 7015 7014 7013
7012 7011 7010 7009 7008 7007 3008 3009 3010 3011 3012 3013 3014 3015 3016
3017 5017 5016 5015 5014 5013 5012 5011 5010 5009 5008 5007

Year Depth Level CT (deg. C) SA (g/kg) hO (x103 J/kg)γ (moles/kg)ThXC (mm)
1906 epi 22.5642 35.0447 90.1353 0.979513 0

meso 8.79334 35.0825 35.3827 0.384509 0

bath 2.40572 34.8218 10.2458 0.111343 0

abys


0

hado


0
1907 epi 23.52 34.8341 93.9068 1.0205 0

meso 8.06486 34.865 32.4062 0.352163 0

bath 1.37465 34.8692 6.78618 0.0737464 0

abys


0

hado


0
1908 epi 23.5666 35.4835 94.2126 1.02382 -0.0121149

meso 8.66614 34.9503 34.8452 0.378668 0.00865625

bath 2.49621 34.7846 10.3789 0.112789 -0.0358881

abys


0

hado


0
1912 epi 22.0284 35.0525 87.9894 0.956194 -0.120975

meso 7.39285 34.8135 29.7457 0.323251 0.0430999

bath


0

abys


0

hado


0
1913 epi 25.1884 35.3614 100.635 1.09361 -0.0367247

meso 12.7859 35.7005 51.2942 0.557421 -0.0229243

bath


0

abys


0

hado


0
1914 epi 29.2457 33.0065 116.355 1.26445 0.00700431

meso


0

bath


0

abys


0

hado


0
1915 epi 28.4951 33.8752 113.54 1.23385 0.0780819

meso


0

bath


0

abys


0

hado


0
1916 epi 23.0791 33.874 91.9961 0.999736 -0.0242443

meso


0

bath


0

abys


0

hado


0
1917 epi 25.5107 33.1054 101.516 1.10318 -0.00218365

meso


0

bath


0

abys


0

hado


0
1918 epi 27.8134 33.0794 110.693 1.20291 -0.00721555

meso


0

bath


0

abys


0

hado


0
1919 epi 28.0714 32.6994 111.661 1.21343 0.00601423

meso


0

bath


0

abys


0

hado


0
1920 epi 26.7111 33.4389 106.367 1.15591 -0.0713649

meso


0

bath


0

abys


0

hado


0
1921 epi 24.2856 35.0794 96.9901 1.05401 0.146511

meso 10.3423 35.1223 41.5708 0.451756 0.192596

bath


0

abys


0

hado


0
1922 epi 20.0704 34.6268 80.1111 0.870579 -0.184421

meso 7.82539 34.8873 31.4888 0.342194 -0.0321516

bath 3.06287 34.7676 12.8234 0.139354 0

abys


0

hado


0
1923 epi 22.7251 34.429 90.6667 0.985289 0.498475

meso 7.95521 34.7847 31.9994 0.347742 0.264711

bath 3.08668 34.6958 12.8478 0.139619 -0.277414

abys


0

hado


0
1924 epi 23.5739 34.3036 94.0421 1.02197 0.258805

meso


0

bath


0

abys


0

hado


0
1925 epi 22.529 34.8698 89.953 0.977533 -0.0149997

meso 7.23431 34.7883 29.1116 0.316361 -0.103758

bath 2.89933 34.7999 12.0089 0.130502 0

abys


0

hado


0
1926 epi 24.1409 34.688 96.3549 1.0471 0.0228049

meso 7.47134 34.8619 30.067 0.326743 0.00274356

bath 3.03678 34.8766 12.5679 0.136577 0.0169077

abys


0

hado


0
1927 epi 23.1959 34.4762 92.5497 1.00575 -0.186988

meso 7.18832 34.8491 28.9329 0.314418 -0.0775494

bath 3.30094 34.9473 13.6389 0.148216 0.020703

abys


0

hado


0
1928 epi 21.7377 34.9271 86.8079 0.943355 0.0873224

meso 7.5198 34.8055 30.2578 0.328816 -0.0193015

bath 2.55592 34.7903 10.8378 0.117776 -0.179698

abys 1.07614 34.8536 5.78821 0.0629013 0

hado


0
1929 epi 22.76 34.7575 90.8609 0.987399 -0.121872

meso 7.77557 34.8505 31.2879 0.34001 -0.0392489

bath 3.31328 34.834 13.9143 0.151209 0.306477

abys 2.5721 34.8078 12.0837 0.131315 0

hado 2.37775 34.828 11.9756 0.130141 0
1930 epi 22.8585 34.5657 91.2267 0.991374 -0.00782731

meso 7.18842 34.7682 28.9267 0.314351 -0.0734809

bath 3.20838 34.7765 13.4969 0.146672 -0.953251

abys 2.31415 34.8045 11.153 0.121201 -0.197856

hado 1.91529 34.818 10.0526 0.109243 2.32266e-09
1931 epi 21.236 34.9619 84.8073 0.921614 0.148153

meso 7.64461 34.8092 30.759 0.334263 0.0908618

bath 1.91153 34.8383 8.46627 0.0920042 0.0179025

abys


0

hado


0
1932 epi 25.2898 34.7815 100.951 1.09705 0.121348

meso 7.17504 34.7519 28.8728 0.313765 -0.0323906

bath 2.92403 34.7982 12.1087 0.131587 -0.0273371

abys


0

hado


0
1933 epi 22.3522 35.0268 89.2758 0.970173 0.229904

meso 7.42078 34.8255 29.8612 0.324507 0.0213346

bath 2.46123 34.8401 10.4575 0.113643 -0.0596171

abys 1.1164 34.9109 6.20802 0.0674635 0

hado 1.1089 34.9188 6.70634 0.0728788 0
1934 epi 23.7969 34.9517 95.0231 1.03263 0.235134

meso 7.77827 34.9396 31.3041 0.340186 -0.0371672

bath 2.5928 34.8632 11.005 0.119593 0.00773683

abys 1.88887 34.8691 9.14138 0.0993407 0.174701

hado


0
1935 epi 24.9099 35.022 99.4751 1.08101 -0.161895

meso 7.23151 34.816 29.1028 0.316264 -0.012021

bath 2.44755 34.8184 10.3991 0.113008 -1.1583

abys 1.02112 34.8658 5.68375 0.0617662 -0.34496

hado


0
1936 epi 25.3292 35.2867 101.186 1.0996 0.2153

meso 7.47411 34.8682 30.0775 0.326856 0.0390969

bath 2.83431 34.8548 11.8778 0.129078 0.234112

abys


0

hado


0
1937 epi 24.6776 34.7551 98.5076 1.0705 -0.0151425

meso 7.17439 34.7113 28.8666 0.313698 -0.0020039

bath 2.44172 34.7772 10.3887 0.112896 -0.492943

abys 1.17375 34.7884 6.1874 0.0672394 0

hado


0
1938 epi 25.8394 35.1835 103.208 1.12157 -0.025046

meso 7.32934 34.817 29.4937 0.320513 0.0272033

bath 2.38728 34.8221 10.1694 0.110513 -0.0974195

abys


0

hado


0
1939 epi 23.1603 34.8892 92.4756 1.00495 -0.208251

meso 6.91852 34.7367 27.8436 0.302581 -0.0665493

bath 3.48477 34.7527 14.3759 0.156225 0.355901

abys


0

hado


0
1940 epi 24.1507 34.7076 96.3989 1.04758 -0.0794869

meso 7.3682 34.7674 29.6466 0.322174 -0.000281764

bath 3.4101 34.764 14.001 0.152151 0.00824528

abys


0

hado


0
1941 epi 23.9033 34.6861 95.4074 1.03681 -0.130558

meso 7.36501 34.7802 29.6347 0.322045 0.0137121

bath 3.83382 34.7597 15.7 0.170614 0.0681226

abys


0

hado


0
1942 epi 24.1881 34.2641 96.4778 1.04844 0.185797

meso 7.9188 34.76 31.8497 0.346116 0.11927

bath 3.82615 34.747 15.6276 0.169827 -0.00213472

abys


0

hado


0
1943 epi 23.1919 34.3117 92.5182 1.00541 -0.0458032

meso 8.40086 34.9745 33.7238 0.366482 -0.0235627

bath


0

abys


0

hado


0
1944 epi 23.0521 33.6757 91.8579 0.998233 -0.179707

meso 7.10997 34.7047 28.6079 0.310886 -0.148118

bath


0

abys


0

hado


0
1946 epi 24.5929 34.9301 98.1965 1.06712 0.0230504

meso 7.04908 34.7394 28.3664 0.308262 -0.084842

bath 3.17247 34.7396 13.0655 0.141985 -0.0525522

abys


0

hado


0
1947 epi 21.0023 34.9678 83.8832 0.911572 -0.0786088

meso 8.35254 34.7633 33.6021 0.36516 0.509074

bath 5.04494 34.7576 20.88 0.226906 4.02828

abys 0.897038 34.9125 5.17371 0.0562234 0

hado


0
1948 epi 24.0338 34.7067 95.933 1.04252 0.0417338

meso 7.82396 34.7084 31.4713 0.342004 -0.525106

bath 2.76688 34.7939 11.6903 0.12704 -2.36482

abys 1.51627 34.7508 7.84868 0.0852928 0.0472077

hado 1.40346 34.8706 7.92845 0.0861596 -1.50812e-07
1949 epi 22.907 34.6562 91.4329 0.993615 0.066526

meso 7.64465 34.7078 30.7506 0.334171 0.0376393

bath 5.30714 34.7244 21.96 0.238642 4.87889

abys


0

hado


0
1950 epi 23.9871 35.2103 95.8255 1.04135 0.139584

meso 7.42602 34.8305 29.8839 0.324752 0.0107779

bath 2.61288 34.8071 10.9958 0.119492 -0.00701962

abys


0

hado


0
1951 epi 24.2916 34.9905 97.0041 1.05416 0.12455

meso 7.32835 34.7771 29.4871 0.320441 -0.0169353

bath 3.53325 34.7839 14.8157 0.161004 0.466919

abys 2.17171 34.834 10.5646 0.114807 0.172777

hado 1.92039 34.8374 10.0752 0.109489 9.34545e-08
1952 epi 22.6267 35.2079 90.3967 0.982355 -0.0529305

meso 7.34997 34.8298 29.5791 0.321441 -0.00651178

bath 2.52865 34.8553 10.7279 0.116582 0.0286919

abys


0

hado


0
1953 epi 20.239 34.9994 80.8257 0.878346 0.221815

meso


0

bath


0

abys


0

hado


0
1954 epi 23.9739 34.6888 95.6896 1.03987 0.0280284

meso 7.12893 34.803 28.6911 0.31179 -0.0289586

bath 2.55817 34.8249 10.7991 0.117355 0.0374152

abys


0

hado


0
1955 epi 20.014 34.8549 79.9242 0.868548 -0.0933703

meso 7.17107 34.7651 28.8561 0.313583 -0.00951987

bath 2.53472 34.7548 10.6781 0.11604 -0.0710605

abys


0

hado


0
1956 epi 23.609 34.9896 94.2829 1.02459 0.0450174

meso 7.28248 34.8086 29.3055 0.318467 -0.0178881

bath 2.37755 34.8102 10.115 0.109921 0.00453858

abys 0.884834 34.8722 4.99981 0.0543337 -0.00258862

hado


0
1957 epi 23.2893 34.9239 92.9933 1.01057 0.0391586

meso 7.31587 34.8268 29.4411 0.319941 -0.00896927

bath 2.40651 34.8236 10.2326 0.111199 -0.203988

abys 1.17824 34.9042 6.46445 0.0702501 -0.0186298

hado 1.51353 34.8884 8.38711 0.091144 -3.33922e-09
1958 epi 21.8385 35.1532 87.2422 0.948075 -0.014527

meso 7.35569 34.8359 29.6005 0.321673 0.0500118

bath 2.41376 34.8173 10.2621 0.11152 -0.00943104

abys 1.05916 34.8587 5.96806 0.0648558 -0.00470711

hado


0
1959 epi 21.4311 34.6632 85.5443 0.929623 -0.133381

meso 7.57353 34.8614 30.4788 0.331218 -0.0263118

bath 2.85619 34.874 12.0596 0.131054 -0.600781

abys 3.28784 34.9149 15.046 0.163507 -0.127835

hado


0
1960 epi 22.018 34.8275 87.9115 0.955348 0.0435965

meso 7.57088 34.8531 30.4652 0.33107 0.00766129

bath 2.6367 34.8376 11.167 0.121353 0.0115055

abys 1.42515 34.874 7.48421 0.081332 -0.0231054

hado 1.74913 34.8873 9.36682 0.101791 -1.9994e-07
1961 epi 22.242 34.9624 88.8257 0.965282 0.0365305

meso 7.49532 34.8373 30.1616 0.327771 0.0157873

bath 2.52666 34.8339 10.7186 0.116481 0.0280006

abys 0.863023 34.8891 5.158 0.0560528 0.00102482

hado 0.794678 34.8626 5.39569 0.0586358 0
1962 epi 23.3585 34.9581 93.2785 1.01367 0.015833

meso 7.65099 34.8513 30.7867 0.334564 0.00994795

bath 2.66065 34.8362 11.2642 0.12241 0.00062749

abys 1.48713 34.8656 7.74076 0.08412 0.0530212

hado 1.83196 34.85 9.70834 0.105502 1.58939e-07
1963 epi 22.6485 35.0214 90.4565 0.983005 -0.0168906

meso 7.74373 34.8842 31.1617 0.338639 0.0309256

bath 2.83558 34.8664 11.9732 0.130115 0.138222

abys 1.0544 34.88 5.94753 0.0646327 0.00518245

hado


0
1964 epi 21.5552 34.9069 86.0758 0.935399 -0.040034

meso 7.63448 34.8625 30.7212 0.333852 0.0284083

bath 2.71763 34.8333 11.4969 0.124938 0.025435

abys 1.35081 34.8839 6.92149 0.0752169 -0.00466036

hado


0
1965 epi 22.2651 35.0057 88.9229 0.966338 0.00656466

meso 7.62489 34.8436 30.6819 0.333425 0.00523272

bath 2.59437 34.85 10.9939 0.119472 -0.310488

abys 1.24027 34.8707 6.7185 0.073011 0.0107037

hado


0
1966 epi 22.827 34.9416 91.1532 0.990576 0.101111

meso 7.60547 34.8303 30.6027 0.332564 -0.00665111

bath 2.60618 34.8615 11.041 0.119985 -0.092922

abys 1.09147 34.8773 6.10298 0.066322 -0.0589882

hado 1.26296 34.8641 7.34372 0.0798053 -6.18303e-07
1967 epi 22.1181 34.9835 88.3338 0.959936 -0.0109836

meso 7.56145 34.8347 30.4261 0.330645 -0.013301

bath 2.59632 34.8288 11.0027 0.119568 0.0158701

abys 0.889734 34.8885 5.26848 0.0572534 -0.0196146

hado 0.858011 34.8838 5.66047 0.0615132 0
1968 epi 22.4974 35.0349 89.8556 0.976474 0.0519442

meso 7.5883 34.8339 30.5335 0.331812 -0.000106038

bath 2.83636 34.8165 11.983 0.130222 0.760875

abys 1.27147 34.8638 6.71695 0.0729941 0.0617764

hado


0
1969 epi 22.9218 35.1557 91.566 0.995061 0.0848924

meso 7.77697 34.8551 31.2903 0.340037 0.0772467

bath 2.53722 34.8353 10.7638 0.116972 -0.19965

abys 1.16623 34.8698 6.16077 0.06695 -0.0254813

hado


0
1970 epi 22.5994 35.0046 90.2567 0.980833 -0.0130748

meso 7.42478 34.7913 29.8745 0.32465 -0.0491168

bath 2.45191 34.7916 10.4166 0.113198 -0.0341285

abys 1.01734 34.8596 5.66757 0.0615904 -0.0564371

hado


0
1971 epi 22.2143 34.9461 88.7136 0.964064 -0.0593645

meso 7.54721 34.8282 30.3682 0.330016 0.0172034

bath 2.64828 34.8216 11.2138 0.121863 0.0885799

abys 0.966888 34.8824 5.58609 0.0607049 -0.0191652

hado


0
1972 epi 22.3334 34.9252 89.1847 0.969184 -0.0199434

meso 7.55317 34.8348 30.3927 0.330282 -0.0141032

bath 2.95118 34.8012 12.4485 0.13528 0.629827

abys 1.67008 34.8508 8.48737 0.0922336 0.26736

hado 2.38836 34.1804 11.9756 0.130141 0
1973 epi 22.6344 34.8595 90.3731 0.982098 -0.0592433

meso 7.47628 34.8108 30.0834 0.32692 -0.0204748

bath 2.38076 34.8189 10.1276 0.110059 -0.183662

abys 0.876246 34.8788 5.21222 0.056642 -0.011742

hado


0
1974 epi 22.3604 34.9643 89.2983 0.970418 0.10909

meso 7.78311 34.8549 31.3165 0.340322 0.100982

bath 2.41673 34.825 10.2743 0.111652 -0.0588955

abys 0.829647 34.8753 4.89251 0.0531676 -0.00834647

hado


0
1975 epi 22.2306 34.9585 88.7779 0.964763 -0.0638546

meso 7.61142 34.849 30.6279 0.332838 -0.0244129

bath 2.68911 34.8604 11.3802 0.123671 0.0250964

abys 1.0536 34.9249 5.821 0.0632576 0.00166454

hado


0
1976 epi 23.0577 34.9229 92.0729 1.00057 0.0115128

meso 7.58782 34.8563 30.5332 0.331809 -0.0673305

bath 2.90472 34.8251 12.2643 0.133278 -0.0734041

abys 2.702 34.801 12.7563 0.138624 -0.0163744

hado 2.37825 34.7975 11.9756 0.130141 -1.68928e-10
1977 epi 23.2444 35.011 92.8298 1.0088 0.115846

meso 7.60075 34.848 30.5846 0.332367 0.00186905

bath 2.69827 34.8506 11.4141 0.124039 -0.318882

abys 1.19705 34.8565 6.28719 0.0683239 -0.019229

hado


0
1978 epi 23.3038 34.8701 93.0441 1.01112 -0.0391414

meso 7.5537 34.8399 30.3958 0.330316 -0.00400255

bath 2.48888 34.8424 10.5644 0.114805 -0.190003

abys 0.837784 34.8917 4.92767 0.0535497 -0.00107258

hado


0
1979 epi 22.7427 34.6919 90.778 0.986498 -0.0185257

meso 7.50928 34.7144 30.2091 0.328287 0.000558449

bath 2.53009 34.8319 10.7331 0.116638 -0.0949068

abys 1.02152 34.8961 5.5651 0.0604768 -0.00565213

hado


0
1980 epi 22.1278 34.9737 88.3701 0.960331 0.00331014

meso 7.4267 34.8 29.8835 0.324748 -0.000700977

bath 2.53335 34.8267 10.7459 0.116778 0.0317077

abys


0

hado


0
1981 epi 21.6323 34.8794 86.3785 0.938688 -0.00564499

meso 7.59606 34.8131 30.5637 0.332141 0.029766

bath 2.52405 34.833 10.7081 0.116366 -0.360674

abys 1.06182 34.8924 5.73118 0.0622816 -0.00547682

hado


0
1982 epi 22.8612 34.9832 91.2978 0.992147 0.111425

meso 7.54011 34.8203 30.3394 0.329703 -0.0214939

bath 2.54294 34.8316 10.785 0.117202 -0.0106619

abys 0.940306 34.884 5.22935 0.0568281 0.0135955

hado


0
1983 epi 21.3787 34.8963 85.3718 0.927748 -0.068785

meso 7.46673 34.7991 30.0446 0.326499 -0.0166961

bath 2.50694 34.8166 10.6393 0.115619 0.0369423

abys 1.20663 34.864 6.32711 0.0687577 -0.411961

hado


0
1984 epi 20.757 34.9894 82.9052 0.900943 -0.124126

meso 7.47491 34.8206 30.0786 0.326869 0.0100913

bath 2.47635 34.821 10.5146 0.114264 -0.000571434

abys 1.07383 34.8691 5.77945 0.0628062 0.00182595

hado


0
1985 epi 21.6831 35.0393 86.6049 0.941148 0.13801

meso 7.45924 34.819 30.0153 0.326181 0.00467079

bath 2.44532 34.8175 10.3907 0.112918 9.47706e-05

abys 1.48571 34.8706 7.73468 0.084054 0.0184355

hado 1.69803 34.8766 9.15367 0.0994743 -4.47042e-07
1986 epi 22.6087 34.9837 90.2894 0.981189 0.138746

meso 7.65571 34.8158 30.8028 0.334739 0.0792679

bath 2.46271 34.8131 10.4605 0.113675 0.00782498

abys 1.41144 34.8726 7.42787 0.0807197 -0.000998964

hado


0
1987 epi 22.1175 34.916 88.3188 0.959774 -0.118073

meso 7.34816 34.8358 29.572 0.321363 -0.0734681

bath 2.47291 34.832 10.5017 0.114123 -0.03957

abys 1.02001 34.8792 5.67988 0.0617241 -0.00103397

hado


0
1988 epi 21.994 34.997 87.8414 0.954586 -0.00889942

meso 7.38818 34.8025 29.729 0.32307 -2.69999e-05

bath 2.40128 34.8128 10.2116 0.11097 0.0289877

abys 0.949085 34.8787 5.51249 0.0599051 0.0121437

hado


0
1989 epi 21.7936 34.9094 87.0278 0.945744 -0.00894935

meso 7.32967 34.8079 29.4957 0.320535 -0.0128859

bath 2.43091 34.8199 10.3308 0.112267 -0.0478707

abys 1.00102 34.8741 5.72855 0.0622531 -0.00728818

hado 0.99119 34.875 6.21391 0.0675275 -1.64451e-09
1990 epi 23.3316 35.0606 93.1841 1.01265 0.163728

meso 7.38456 34.8098 29.7156 0.322923 0.0230291

bath 2.3878 34.8129 10.1566 0.110373 0.00303465

abys 1.01079 34.875 5.64184 0.0613107 -0.0060841

hado


0
1991 epi 22.2065 34.9498 88.6807 0.963707 -0.0388581

meso 7.27585 34.7628 29.2757 0.318144 -0.0096131

bath 2.35865 34.8002 10.0382 0.109087 0.00255643

abys 1.00461 34.8725 5.61611 0.0610311 0.00274849

hado


0
1992 epi 22.046 34.9828 88.0446 0.956794 -0.08146

meso 7.24736 34.8017 29.1647 0.316937 -0.0142081

bath 2.3815 34.8065 10.1317 0.110103 0.0113222

abys 1.191 34.8657 6.51493 0.0707987 -0.0103327

hado 1.11269 34.8605 6.71851 0.0730111 -5.03507e-07
1993 epi 22.2034 34.9228 88.6638 0.963523 0.0671148

meso 7.42229 34.8052 29.8666 0.324565 0.0166697

bath 2.57446 34.8169 10.9136 0.1186 0.0980591

abys 0.985291 34.8793 5.66347 0.0615458 -0.000321213

hado 0.854014 34.8809 5.64366 0.0613305 1.13059e-09
1994 epi 22.6691 34.9772 90.5274 0.983775 0.0758422

meso 7.41797 34.8141 29.849 0.324373 0.0297938

bath 2.51964 34.8154 10.692 0.116192 -0.00762882

abys 0.985518 34.8751 5.66451 0.0615571 -0.000829657

hado 1.1944 34.8658 7.05866 0.0767075 2.62851e-08
1995 epi 22.9797 34.8901 91.7544 0.997109 -0.0210156

meso 7.51591 34.768 30.2397 0.328619 -0.0246096

bath 2.52707 34.7946 10.7182 0.116476 -0.0790603

abys 0.998594 34.8043 5.71457 0.0621011 -0.000465599

hado 1.07575 34.8727 6.56543 0.0713475 1.50002e-08
1996 epi 23.6845 35.0818 94.5952 1.02798 0.0882913

meso 7.44733 34.8085 29.9665 0.32565 0.0242538

bath 2.45757 34.802 10.4397 0.11345 0.0343439

abys 1.09299 34.8726 6.10901 0.0663875 -0.00575403

hado 1.1916 34.8646 7.04698 0.0765806 -6.21581e-08
1997 epi 22.7984 35.0156 91.0483 0.989436 -0.0596903

meso 7.4044 34.828 29.7966 0.323804 -0.00712773

bath 2.54182 34.8268 10.7834 0.117185 0.232138

abys 0.982707 34.8712 5.65251 0.0614267 0.00616394

hado 1.13072 34.8719 6.7942 0.0738336 2.95897e-09
1998 epi 22.4525 34.8874 89.6495 0.974234 0.000103612

meso 7.39245 34.8241 29.7481 0.323277 -0.0192866

bath 2.45973 34.7989 10.4477 0.113536 0.00075037

abys 1.02208 34.8765 5.68835 0.0618161 -0.00504755

hado


0
1999 epi 22.488 35.0134 89.8123 0.976004 0.031028

meso 7.41395 34.8232 29.8346 0.324217 -0.00232058

bath 2.43265 34.8165 10.3386 0.112351 0.014117

abys 1.0035 34.8763 5.61187 0.060985 -0.000359689

hado


0
2000 epi 22.283 35.0413 88.999 0.967165 -0.000158922

meso 7.40216 34.8311 29.788 0.323711 0.000401771

bath 2.48102 34.8297 10.5335 0.114469 -0.0456735

abys 0.858431 34.8839 5.13845 0.0558403 -0.000849811

hado


0
2001 epi 22.6376 35.0672 90.4157 0.982561 0.0379974

meso 7.50529 34.827 30.2014 0.328203 0.0387965

bath 2.4724 34.8253 10.4982 0.114085 -0.0209228

abys 0.868561 34.8838 5.18052 0.0562975 -0.0057798

hado


0
2002 epi 22.6216 35.0371 90.3465 0.981808 -0.023622

meso 7.35344 34.8296 29.5927 0.321588 -0.0383759

bath 2.47671 34.822 10.5166 0.114286 0.019922

abys 0.9902 34.8775 5.55679 0.0603864 0.000576843

hado


0
2003 epi 22.2562 34.9836 88.8812 0.965886 -0.0285467

meso 7.39414 34.8231 29.7552 0.323354 0.00788428

bath 2.5119 34.8285 10.6597 0.115841 0.0174197

abys 0.987775 34.8777 5.54674 0.0602773 -0.00121837

hado


0
2004 epi 22.589 35.0358 90.2166 0.980397 0.0648484

meso 7.45113 34.8304 29.984 0.32584 0.0147155

bath 2.9364 34.8173 12.3844 0.134583 1.19575

abys 1.11637 34.8706 6.07791 0.0660495 -0.00205423

hado


0
2005 epi 22.3857 34.998 89.4008 0.971531 -0.0294289

meso 7.4209 34.8218 29.8622 0.324517 -0.00617851

bath 2.56935 34.8243 10.8951 0.118398 -0.662584

abys 1.08663 34.8734 5.95503 0.0647142 0.00104185

hado


0
2006 epi 22.3415 35.0549 89.2332 0.96971 0.00343933

meso 7.43804 34.8277 29.9313 0.325268 0.00707493

bath 2.48307 34.8282 10.5422 0.114563 -0.151485

abys 1.13018 34.8703 6.26329 0.0680641 0.0103797

hado


0
2007 epi 21.8781 35.0076 87.3789 0.94956 -0.060515

meso 7.50692 34.8149 30.2069 0.328263 0.020584

bath 2.54579 34.827 10.7967 0.117329 -0.125288

abys 0.940894 34.8792 5.47934 0.0595448 -0.0101873

hado 0.860297 34.8823 5.66989 0.0616155 1.91259e-08
2008 epi 22.1033 35.0758 88.2884 0.959444 0.0613084

meso 7.57699 34.8243 30.4887 0.331325 0.0207578

bath 2.90315 34.8094 12.2533 0.133158 0.813999

abys 1.83225 34.8393 9.02468 0.0980725 0.43515

hado


0
2009 epi 22.7544 35.0518 90.8797 0.987604 0.0369325

meso 7.52151 34.8205 30.266 0.328906 -0.00780736

bath 3.40307 34.8107 14.2911 0.155304 1.24646

abys 1.92634 34.918 9.55478 0.103833 0.114513

hado 0.841508 34.8825 5.59173 0.0607662 0
2010 epi 22.3807 35.0459 89.3887 0.971401 -0.0454534

meso 7.41602 34.8259 29.8429 0.324308 -0.0144884

bath 3.26791 34.809 13.7484 0.149406 0.181942

abys 2.27766 34.8036 10.9973 0.119509 -0.590893

hado 1.49022 34.8412 8.28736 0.09006 1.11722e-06
2011 epi 22.3111 35.0544 89.1127 0.968401 0.0256598

meso 7.41604 34.8271 29.843 0.324309 -0.00712778

bath 2.49583 34.8232 10.5942 0.115128 -0.12045

abys 1.03165 34.8755 5.72807 0.0622478 0.000595631

hado


0
2012 epi 22.3333 35.0523 89.2007 0.969358 0.00979051

meso 7.36623 34.8134 29.6425 0.322129 -0.0329571

bath 2.53827 34.8216 10.768 0.117018 -0.0827294

abys 1.37757 34.8738 7.2879 0.0791987 0.0276145

hado


0
2013 epi 22.5123 35.0391 89.9123 0.977091 0.0332786

meso 7.41227 34.8176 29.8272 0.324137 0.0128502

bath 3.19015 34.8001 13.1694 0.143113 -0.00314976

abys


0

hado


0
2014 epi 22.5833 35.0226 90.1924 0.980134 0.00869636

meso 7.45164 34.8199 29.9852 0.325854 0.0129052

bath 3.15528 34.7975 13.0278 0.141575 -0.0111194

abys


0

hado


0
2015 epi 22.9103 35.0257 91.4963 0.994304 0.0280453

meso 7.47802 34.8187 30.0909 0.327002 0.0102177

bath 2.50367 34.821 10.6254 0.115467 -0.0331694

abys 1.01938 34.8758 5.67726 0.0616957 -0.0377

hado


0
2016 epi 22.2007 34.9656 88.6572 0.963451 -0.0878189

meso 7.52535 34.8129 30.2804 0.329061 0.0211749

bath 2.52794 34.8269 10.7237 0.116536 -0.0725112

abys 0.888475 34.8809 5.26246 0.057188 0.00167638

hado


0
2017 epi 22.3593 34.9688 89.2909 0.970338 0.0363141

meso 7.46273 34.8189 30.0299 0.326339 -0.0192193

bath 2.82711 34.8088 11.8 0.128233 -0.0537914

abys


0

hado


0
2018 epi 22.4778 34.9097 89.7563 0.975395 0.0298389

meso 7.50056 34.7961 30.18 0.327971 0.0125921

bath 3.16103 34.789 13.0503 0.14182 -0.0026881

abys


0

hado


0
2019 epi 22.5946 34.944 90.2267 0.980507 0.0111188

meso 7.53406 34.7896 30.314 0.329427 0.0134136

bath 2.51592 34.8214 10.675 0.116006 -0.796485

abys 0.967841 34.8777 5.46447 0.0593833 0.0101823

hado


0