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@@ -190,32 +190,46 @@ A right triangle has sides $a=11$ and $b=12$. Find the length of the hypotenus
##### Example
An article in the [Washington Post](https://www.washingtonpost.com/climate-environment/2022/09/19/ants-population-20-quadrillion/) describes estimates for the number of ants on earth.
A overview of a research paper published in [theconversation.com](https://theconversation.com/earth-harbours-20-000-000-000-000-000-ants-and-they-weigh-more-than-wild-birds-and-mammals-combined-190831) reviews six authors' work on estimating the number of ants currently on earth. This was covered in an
article in the [Washington Post](https://www.washingtonpost.com/climate-environment/2022/09/19/ants-population-20-quadrillion/).
They describe the number of ants two ways:
The authors describe the number of ants two ways:
* There are $20$ *trillion* ants.
* There are $12$ megatons of ants
* There are $20 \cdot 10^{15}$ (20 *quadrillion* or 20 thousand million millions) ants.
With this how many ants make up a pound?
* There is an estimated total biomass of $12$ megatons of *dry* carbon.
Below we use the underscore as a separator, which is parsed as commas are to separate groups of numbers. The calculation is the number of ants divided by the number of pounds of ants (one megaton is $1$ million pounds):
The authors note in a supplement to their paper that over 15,700 species and subspecies of ants have been named. To get a good estimate, 489 studies of ant populations were combined spanning all continents and major habitats. The studies identify the number of *foraging* ants and combined yield the estimates for the *epigaeic ant abundance* ($3.02 \cdot 10^{15}$) and the *arboreal ant abundance* ($1.34\cdot 10^{15}$). Using an estimate of 22% of ants in a colony are foraging, they get the following estimate for the number of ants:
```{julia}
20_000_000_000_000_000 / (1_000_000 * 12 * 2000)
(3.02 * 10^15 + 1.34*10^15) * 100 / 22
```
Or not quite a million per pound.
Using a pound is $2.2$ killograms or $2,200$ grams, we can this many ants per gram:
Shifting the decimal point, this gives a value rounded to $20\cdot 10^{15}$ ants.
The authors used a value for the *dry weight* of an average (and representative) single ant. What was that value? (Which they indicate is perhaps unreliable,
as, for example, small-bodied ants may be much more abundant than large-bodied ants). We assume below that one "megaton" is $1$ million *metric* tons; a metric ton is $1,000$ kilograms; and a kilogram $1,000$ grams:
```{julia}
20_000_000_000_000_000 / (1_000_000 * 12 * 2000) / 2200
(12 * 1_000_000 * 1_000 * 1_000) / 20_000_000_000_000_000
```
Such combinations will be easier to check for correctness when variable names are assigned the respective values.
Which translates to an *average* dry *carbon* weight of $0.6/1000$ grams, that is $0.6$ milligrams ($0.62$ mg C was actually used).
The authors write that insects are generally considered to have a dry weight of 30% wet weight, and a carbon weight of 50% dry weight, so the weight in grams of an *average* living ant would be multiplied by $2$ and then $10/3$:
```{julia}
(12 * 1_000_000 * 1_000 * 1_000) / 20_000_000_000_000_000 * (2 * 10/3)
```
That is 4 milligrams, or 250 ants per gram on average.
Numeric combinations, as above, will be easier to check for correctness when variable names are assigned to the respective values.
Using the underscore, as above, to separate groups of digits, is helpful, as an alternate to scientific notation, when working with large numbers.
@@ -1094,7 +1108,21 @@ answ=1
radioq(choices, answ)
```
##### Question
[Sagan's](https://en.wiktionary.org/wiki/Sagan%27s_number) number is defined to be the total number of stars in the observable universe. How big is it? A *sextillion* is 7 groups of three 0's after a leading 1. One estimate is $10$ sextillion. How might this be entered into `Julia`? Select the one that *doesn't* work:
```{julia}
choices = [
"`10*10^21`",
"`10*10.0^21`",
"`10e21`",
"`1e22`",
"`10_000_000_000_000_000_000_000`"]
explanation = "With an *integer* base, `10^21` overflows. For typical integers, onmly `10^18` is defined as expected. Once `10^19` is entered the mathematical value is larger the the `typemax` for `Int64` and so the value *wraps* around. The number written out with underscores to separate groups of 0s is parsed as an integer with 128 bits, not 64."
buttonq(choices, 1; explanation=explanation)
The estimate of 10 sextillion for Sagan's number was made in 1980, a more modern estimate is 30 times larger.
##### Question

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@@ -459,6 +459,13 @@ plot!(x -> -x^4, -3,3, legend=false, xticks=false, yticks=false, subplot=3, titl
plot!(x -> -x^5, -3,3, legend=false, xticks=false, yticks=false, subplot=4, title="n > odd, aₙ < 0")
```
##### Example
This graphic shows some of the above:
[![you tube](https://img.youtube.com/vi/OFzqDatEvCo/3.jpg)](https://m.youtube.com/watch?v=OFzqDatEvCo)
##### Example

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@@ -111,6 +111,54 @@ a = v0 * cosd(theta)
By defining a new variable `a` to represent a value that is repeated a few times in the expression, the last command is greatly simplified. Doing so makes it much easier to check for accuracy against the expression to compute.
##### Example
A [grass swale](https://stormwater.pca.state.mn.us/index.php?title=Design_criteria_for_dry_swale_(grass_swale)) is a design to manage surface water flow resulting from a storm. Swales detain, filter, and infiltrate runoff limiting erosion in the process.
![Swale cross section](precalc/swale.png)
There are a few mathematical formula that describe the characteristics of swale:
The area is given by:
$$
A = (b + d/\tan(\theta)) d
$$
The *wetted* perimeter is given by
$$
P = b + 2 d/\sin(\theta)
$$
The *hydraulic radius* is given by
$$
R = \frac{b\cdot d \sin(\theta) + d^2 \cos(\theta)}{b\sin(\theta) + 2d}.
$$
Finally, the *flow quantity* is given by *Manning's* formula:
$$
Q = vA = \frac{R^{2/3} S^{1/2}}{n}, \quad R = \frac{A}{P}.
$$
With $n$ being Manning's coefficient, $v$ the velocity in feet per second, and $S$ being the slope. Velocity and slope are correlated.
Manning's coefficient depends on the height of the vegetation in the grass swale. It is $0.025$ when the depth of flow is similar to the vegetation height.
Given all this, compute the flow quantity when $S = 2/90$, $n=0.025$ and $v=1/10$ for a swale with characteristics $b=1$, $\theta=\pi/4$, $d=1$.
```{julia}
b, theta, d = 1, pi/4, 1
n, S = 0.025, 2/90
A = (b + d/tan(theta)) * d
P = b + 2d/sin(theta)
R = A / P
Q = R^(2/3) * S^(1/2) / n
```
##### Example