• ufos and covid (1/n) (1/2)

    From MrPostingRobot@kymhorsell.com@1:229/2 to All on Monday, November 15, 2021 12:42:40
    [For previous posts see the archive at <kymhorsell.com/UFO/Archive>].

    EXECUTIVE SUMMARY:
    - Some of the patterns we're seeing in covid are highly unusual, even
    for an unusual disease.
    - Periodic surges around the world seem to be synchronized even
    between countries that are not presently connected by non-isolating
    transport.
    - AI s/w (statistical programs run by planning, reasoning and learning
    s/w) is finding a large number of situations where sightings of
    UFO's across (mostly) the US are strongly associated with surges in
    other countries.
    - Only a small number of "types" of UFO sightings are associated with
    covid outbreaks. Some are apparently associated with +ve surges and
    some are apparently associated with declines in covid cases.
    - The majority of UFO types are not (at present) implicated in any
    connection with covid.
    - One example is presented showing how Sphere UFO activity seen in the
    US seems to cluster around the low-points in covid in the UK.
    Meaning they are also associated with surges in covid that typically
    happened 10-20 days after an outbreak is sparked.


    For some time now there have been rumors about a connection between
    unknown aerial objects and the covid pandemic.

    Just as the problem was gearing up in early 2020 I was developing an
    epidemic model and I tried it out on the parameters for the virus as
    they were then known. With some parameters for various populations
    around the world the model showed an unexpected-to-me tendency to have
    surges of disease roughly every 100 days.

    As the data started to accumulate it showed increasingly there were
    peaks roughly every 100 days many places but they seemed to start *on*
    or about every 100 days as counted from 1 Jan 2020.

    I did little more than look as some graphs I used to maintain on a
    website someplace, but it seemed many regions/countries that were
    having severe problems with covid showed periodic peaks every 100 days
    starting to rise on the 100-numbered day marks. Many times also some
    of these peaks got missed out or -- worse -- merged with the previous
    surge with no return-to-almost-zero in between.

    So with several peaks now in the various databases -- I use the JHU
    database that breaks down cases by countries, regions and even some
    major cities all around the world -- there seems to be enough data to
    start pointing fingers.

    I don't like to post things that make negative comments about some
    nebulous group without some kind of solid evidence. My various AI
    programs have been working all the last 12m in the background churning
    through all the various cross-correlations in all the data they've
    either uploaded recently or had on file for decades. There's 10s of
    1000s of small databases in the collection that is now running around
    1/2 TB in all.

    And all this cross-correlating has come up with numerous instances
    where sightings of some particular types of UFOs seems solidly linked
    with events that have negative consequences for people. E.g. at first
    there seemed little evidence that UFO activity was related to aircraft accidents. That no longer seems to be the case. There seems to be
    plenty of good evidence that certain types of UFO sightings solidly
    predicts later nearby aircraft accident. Similar for power outages (at
    least for the US). Similar for missing persons (so far data only for
    US, UK and AUS). And a few other things.

    The more the s/w looks the more examples it finds.

    We should hasten to point out "UFOs" like any complex phenomenon is
    not a uniform blob of stuff that all behaves exactly the same way.
    Within the various types of phenomena involved there seem to be a big
    chunk that is unrelated to events that have negative implications for
    people. There seems to be a smaller chunk that seems to be associated
    with activity that has benefits for human beings, possibly working to
    offset the third group that seems definitely linked with negative
    events like missing periods, unsolved homicides, power outages,
    airplane crashes, etc.

    ANd now it seems we can start to ID similar subsets of UFO phenomena
    that are linked with +ve or -ve effects related to the global
    pandemic of covid-SARS-2.

    Perhaps first we should recall that certain world events seem related
    to "interplanetary events". I'm sure it's often pointed out in folklore
    that the close approach of Saturn in particular seems to be associated
    with "big things" in the immediate past. E.g. WWI and WWII were both
    around the time of a close approach of Saturn that happens every ~29
    years. Korea, Vietnam and Iraq where perhaps less world-spanning but
    also notable events that happened around the time of a close
    approach. And the interesting outbreak of SARS-1 also happened at the
    time of a close approach.

    This may be all down to selection bias. The current pandemic is 10
    years ahead of the next close approach. But I would circle 2030 in
    your calendars and maybe someone should start preparing for more than
    upping their carbon emission commitments around then.

    As a very small initial sample of what the AI's have been assembling
    is the following daily-level linking of a type of UFO sightings (as
    usual I'm using the NUFORC database) with variations on new daily
    covid cases.

    In this instance the correlation is significant NEGATIVE. I.e. in
    the US when people see more Sphere UFO's buzzing around then over in
    the UK they are "usually" seeing a bottoming out in covid numbers --
    i.e. they are between surges.

    You might think that a negative correlation clears the particular
    sightings with having any negative connotations. Maybe they are
    actually "helping" to keep virus cases down somehow?

    Nope. It works the other way. If you can find a big -ve corr that
    shows more X are happening around the times of low levels of covid,
    what happens 14 days later after enough time for disease to incubate
    if it had somehow been seeded 14 days before? Since the low points are
    the big -ve corr then all that's left is a +ve corr or no connection.
    Because the more Sphere's at T mean less covid in the UK at T, we
    suspect out of the box that at T+14 there will be more covid and more
    Spheres at T is associated with more covid at T+14 somehow pointing to
    a "seeding event" associated with the Sphere activity.

    And that's the kind of pattern that keeps re-appearing all around the
    world.

    It's hard to tell at present what a good estimate of "how much" these
    patterns are responsible for in terms of new cases and deaths. But at
    this points it seemed almost certain it is not zero.

    On the other hand, as I said, there seem to be other types of UFO
    events that are exactly the opposite. They are more active at the high
    points of remote covid surges, and some time later that are therefore associated with large reductions in disease. If we suspect one type of
    activity is associated with boosting covid, it seems other types of
    activity must be associated with trying to tamp it down. Also, as I
    said above, likely the vast majority of UFO activity has nothing to do
    with covid either way.

    To give a flavor of the kinds of patterns we keep finding see the
    output below. We've taken day-by-day data for UFO sightings and daily
    new covid cases from the UK and divided them up into sequential bins
    of 14 days. Each bin contains the total number of UFO sightings of the
    given type (Sphere) at that time, along with the total number of new
    daily UK covid cases.

    The bins are then rigorously correlated and subject to 2 good
    statistical tests. If one test is off the other should compensate. We
    should very rarely see both tests give the wrong answer -- the odds
    of that are between 1 in 1000 and 1 in 10,000.

    With a total of 200 countries and 20 UFO types we would normally then
    see a possible error in at most 4 of them. But the s/w finds about 1/2
    of the combinations should some strong relationship -- either +ve or -ve.

    When the Pentagon announced a few weeks back it could not determine
    how Covid started in China they maybe know what they're talking about.
    A similar set of data shows China's original cases are subject to the
    same pattern as the UK. When people in (mostly) the US were seeing
    higher levels of UFO activity China was seeing less cases. Within the incubation time there was a huge surge in China, pointing to a
    possible association between those UFO events and a "seeding" that at
    least partly might have been responsible for the surge in cases.


    Sample output. WARNING: numbers ahead.

    Regression ufoSphere-covid-daily-cases-unitedkingdom.reg. =========================================================

    I.e. daily Sphere sightings reported in NUFORC correlated against UK
    new daily covid cases reported in the JHU database.

    The covid data was first put through a 7d smoothing to allow for
    possible weekly cycles in data processing in the UK.

    The R2 shows about 6% of UK covid seems to follow the ups and downs of
    Sphere UFO sightings in the US.

    The \beta is -ve and stats tests say it is unlikely to be +ve based on
    this data. For "some reason" when there are low covid cases in the UK
    at the same time in the US they are seeing increased number of Sphere
    UFOs. And vice-versa.

    Both stats tests used (a T-test and a Rank Test) are >= 95% sure there
    is a link. I.e. we expect less than 1 chance in 4000 there is NOT a
    real link between the 2 things. If we did 4000 tests like this we
    would expect only about 1 of them to be wrong.


    MODEL:
    (Durbin-Watson d = 0.183633; d < dL (1.513158): Positive auto-corr at 5%). (AUTO CORR CORRECTION; estimated rho = 0.794433).
    y = -3218.12*x + 274140
    beta in -3218.12 +- 3208.07 90% CI
    alpha in 274140 +- 22175.9
    r2 = 0.06499113
    T-test: P(beta<0.000000) = 0.950512
    Rank test: calculated Spearman corr = -0.557082
    Critical Spearman value = 0.432000 2-sided at 1%;
    reject H0:variables_are_not_connected

    Binned data
    (14-day bins;
    bin 0==1 Jan-14 Jan 2020)
    Bin: #Sphere reports Total new covid Model-estimated
    in NUFORC cases after 7d covid cases from
    as at Nov 2021 smooth Sphere sightings
    3 2 0.571429 267704**(YUGE over-est)
    4 22 198.143 203342**
    5 10 4789.29 241959**
    6 34 38114 164724*
    7 37 72006.2 155070*
    8 26 67301.9 190469*
    9 13 58672.6 232305**
    10 13 33591.1 232305**
    11 11 21528.3 238741**
    12 18 15812.9 216214**
    13 21 8723.71 206560**
    14 16 9693.29 222651**
    15 23 11238.4 200124**
    16 20 15001.1 209778**
    17 19 20938 212996**
    18 13 45461.4 232305**
    19 12 96816.4 235523*
    20 18 220223 216214 model approx
    21 6 303493 254832 correct
    22 11 330103 238741*
    23 11 262796 238741
    24 18 227619 216214
    25 9 432344 245177**
    28 9 301925 245177
    29 6 185193 254832
    30 5 113567 258050*
    31 8 79990 248396**
    32 8 67974.6 248396**
    33 6 36114.9 254832**
    34 8 33251 248396**
    35 13 30541.9 232305**
    36 11 33282 238741**
    37 11 73578 238741**
    38 6 150756 254832*
    39 5 356854 258050*
    40 1 580620 270922**
    41 6 384726 254832*
    42 6 416095 254832*
    43 7 479378 251614**
    44 6 471103 254832**
    45 6 468180 254832**
    46 2 526902 267704**
    45 6 468180 254832**


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