From 50b0b65c57637c2b47139d3e74f4a4b4441c2e21 Mon Sep 17 00:00:00 2001 From: goodmorningdata Date: Sun, 8 Sep 2019 15:35:48 -0500 Subject: [PATCH] Blog post #9 --- ...08-07-which-parks-are-the-most-crowded0.md | 31 ------------------ .../2019-08-21-how-much-of-the-us-is-parks.md | 30 +++++++++++++++++ ..._park_area_pct_of_state_national_parks.png | Bin 0 -> 38305 bytes ...otal_park_area_by_state_national_parks.png | Bin 0 -> 49350 bytes 4 files changed, 30 insertions(+), 31 deletions(-) delete mode 100644 _drafts/2019-08-07-which-parks-are-the-most-crowded0.md create mode 100644 _posts/2019-08-21-how-much-of-the-us-is-parks.md create mode 100644 assets/09_size_park_area_pct_of_state_national_parks.png create mode 100644 assets/09_size_total_park_area_by_state_national_parks.png diff --git a/_drafts/2019-08-07-which-parks-are-the-most-crowded0.md b/_drafts/2019-08-07-which-parks-are-the-most-crowded0.md deleted file mode 100644 index 460035aa16b8c..0000000000000 --- a/_drafts/2019-08-07-which-parks-are-the-most-crowded0.md +++ /dev/null @@ -1,31 +0,0 @@ ---- -layout: post -title: Revisiting park size -date: 21-8-2019 -tags: national-park-service ---- -In the post, [How big are the national parks?](http://goodmorningdata.com/how-big-are-the-national-parks/), we took an initial look at park size. Let's now revisit that topic and get an idea of how park area is distributed among the states. - -There are national parks in - -I took an initial look at park size in this post. -Which national parks are the most crowded? Some parks certainly seem more crowded than others, especially at the beginning of August. For example Zion National Park feels much more crowded than Grand Teton National Park although both are in the top 10 of number of visits per year. Is there a way to quantify this anecdotal feeling? - -Using the data that we have available at this point, the best measure of "crowdedness" is number of visits per acre. This ratio gives us an idea of the density of humans in the park. See below for a table of all 61 national parks and the number of visits per acre for each. Gateway Arch National Park is by far the most crowded - this makes perfect sense as it is essentially a museum that occupies the smallest area of any of the national parks. Zion is also in the top 10 as expected, but parks like Yellowstone and Glacier are not, although they both have overflowing parking lots and people everywhere. - -Although a good start, visits per acre is ultimately not a good measure of crowdedness. Other factors need to be taken into account. Some parks are very large (giving a low visits per acre), but much of the park is not accessible, and perhaps even designated wilderness, which crowds visitors into a much smaller space than indicated by their total size. Crowdedness should also take into account the number of miles of road available for visitors to drive, miles of trail to hike, and number of parking spots available. Larger numbers for all of these factors will spread out the visitors and make the park feel less crowded. Now, if I could just get my hands on that data short of adding up the miles manually from individual park maps. I haven't found any of this data readily available, but will keep searching. - -The histogram below shows that over 50 of the national parks have less than 25 visits per acre. Gateway Arch is not included in the plot because it is an extreme outlier with over 10,000 visits per acre. - -![Histogram image]({{ site.baseurl }}/assets/08_visits_per_acre_histogram_national_parks.png) - -### National Parks in Order of Number of Vists per Acre -{% include 08_visit_park_visits_per_acre_national_parks.html %} - -### Data Sources -The list of 419 official park units (as of 5/1/2019) broken out by designation comes from the [National Park System](https://www.nps.gov/aboutus/national-park-system.htm){:target="_blank"} page at nps.gov. Park visit data from the report, "Annual Summary Report (1904 - Last Calendar Year)" found on the [NPS Stats](https://irma.nps.gov/Stats/reports/national){:target="_blank"} website. 2010-2018 U.S. population data from the [U.S. Census Bureau American Fact Finder](https://factfinder.census.gov/faces/nav/jsf/pages/searchresults.xhtml?refresh=t){:target="_blank"}. 1900-2009 U.S. population data from State Intercensal Tables found on [www.census.gov](www.census.gov){:target="_blank"}. - -### Using the Scripts -Instructions to run the scripts are found in the readme in the GitHub repository found [here](https://github.com/goodmorningdata/nps){:target="_blank"}. - ---- diff --git a/_posts/2019-08-21-how-much-of-the-us-is-parks.md b/_posts/2019-08-21-how-much-of-the-us-is-parks.md new file mode 100644 index 0000000000000..d49cf7e39a4b6 --- /dev/null +++ b/_posts/2019-08-21-how-much-of-the-us-is-parks.md @@ -0,0 +1,30 @@ +--- +layout: post +title: How much of the U.S. is dedicated to national parks? +date: 21-8-2019 +tags: national-park-service +--- +In the post, [How big are the national parks?](http://goodmorningdata.com/how-big-are-the-national-parks/), we took an initial look at park size. Let's now revisit that topic and get an idea of how park area is distributed across the U.S. + +According to [census.gov](https://www.census.gov/geographies/reference-files/2010/geo/state-area.html), the entire area of the United States and its territories is ~2.5 billion acres, or ~3.8 million square miles. Of this area: +* 27.4% is owned by the federal government (most of this is in the west and Alaksa) +* 3.5% is in National Park Service sites. +* 2.1% is in national parks. + +>I was fascinated to learn that almost 85% of Nevada is owned by the federal government. + +In which states is the majority of the total national park land located? +![Pie image]({{ site.baseurl }}/assets/09_size_total_park_area_by_state_national_parks.png) +No surprise that 62.3% of total national park land is located in Alaska. Of the top 10 largest parks, 7 are in Alaska. Californa has including number 5 size-wise, Death Valley National Park. Each of the reamaining top 6 in this chart have at one very large park and number of smaller ones. The remaining states are grouped into the 'Other' category. +N.B. This plot is technically incorrect. Three of the national parks are in two or more states: Yellowstone is in Wyoming, Idaho, and Montana; Great Smoky Mountains is in North Carolina and Tennessee; and Death Valley is in California and Nevada. A main state where the majority of the area is located was chosen for each park for reporting purposes. + +![Chart image]({{ site.baseurl }}/assets/09_size_park_area_pct_of_state_national_parks.png) +This plot tells us which parks have the most area dedicated to national parks. Alaska wins again with over 7.5% of its land in national parks. Interestingly, Hawaii is in third place for this metric because it is such a small state with over 5% of the land dedicated to national parks. + +### Data Sources +The list of 419 official park units (as of 5/1/2019) broken out by designation comes from the [National Park System](https://www.nps.gov/aboutus/national-park-system.htm){:target="_blank"} page at nps.gov. Park size data is from the report, "Park Acreage Reports (1997 – Last Calendar/Fiscal Year)" found on the [NPS Stats](https://irma.nps.gov/Stats/reports/national){:target="_blank"} website. 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