{"id":2801,"date":"2020-04-06T22:53:22","date_gmt":"2020-04-07T03:53:22","guid":{"rendered":"https:\/\/laurentlessard.com\/bookproofs\/?p=2801"},"modified":"2020-04-06T23:49:28","modified_gmt":"2020-04-07T04:49:28","slug":"when-did-the-snow-start","status":"publish","type":"post","link":"https:\/\/laurentlessard.com\/bookproofs\/when-did-the-snow-start\/","title":{"rendered":"When did the snow start?"},"content":{"rendered":"<p>This week&#8217;s <a href=\"https:\/\/fivethirtyeight.com\/features\/can-you-tell-when-the-snow-started\/\">Riddler Classic<\/a> is a neat calculus problem:<\/p>\n<blockquote><p>\nOne morning, it starts snowing. The snow falls at a constant rate, and it continues the rest of the day.<\/p>\n<p>At noon, a snowplow begins to clear the road. The more snow there is on the ground, the slower the plow moves. In fact, the plow&#8217;s speed is inversely proportional to the depth of the snow \u2014 if you were to double the amount of snow on the ground, the plow would move half as fast.<\/p>\n<p>In its first hour on the road, the plow travels 2 miles. In the second hour, the plow travels only 1 mile.<\/p>\n<p>When did it start snowing?\n<\/p><\/blockquote>\n<p>Here is my solution:<br \/>\n<a href=\"javascript:Solution('soln_startsnow','toggle_startsnow')\" id=\"toggle_startsnow\">[Show Solution]<\/a><\/p>\n<div id=\"soln_startsnow\" style=\"display: none\">\n<p>We&#8217;ll assume the snow starts at $t=0$ hours. So after $t$ hours, the depth of snow on the ground is proportional to $t$. Since the plow&#8217;s speed $v$ is inversely proportional to the amount of snow on the ground, we have $v = \\tfrac{c}{t}$, where $c>0$ is a constant of proportionality. We&#8217;ll assume the constant is in units of miles so that $v$ is in miles per hour.<\/p>\n<p>Suppose the plow starts at $t=x$ hours. During the first hour, the plow travels 2 miles. Since distance is the integral of velocity with respect to time, we have:<br \/>\n\\[<br \/>\n2\\text{ miles} = \\int_{x}^{x+1} v\\,\\mathrm{d}t = \\int_x^{x+1} \\frac{c}{t}\\,\\mathrm{d}t = c\\,\\log\\left( \\frac{x+1}{x} \\right)<br \/>\n\\]During the second hour, the plow travels 1 mile. So we also have:<br \/>\n\\[<br \/>\n1\\text{ mile} = \\int_{x+1}^{x+2} v\\,\\mathrm{d}t = \\int_{x+1}^{x+1} \\frac{c}{t}\\,\\mathrm{d}t = c\\,\\log\\left(\\frac{x+2}{x+1} \\right)<br \/>\n\\]Dividing the first equation by the second, the units and constants of proportionality cancel. Simplifying, we obtain:<br \/>\n\\[<br \/>\n2\\,\\log\\left(\\frac{x+2}{x+1}\\right) = \\log\\left( \\frac{x+1}{x} \\right)<br \/>\n\\]Exponentiating both sides to cancel out the logs,<br \/>\n\\[<br \/>\n\\left(\\frac{x+2}{x+1}\\right)^2 = \\frac{x+1}{x}<br \/>\n\\]Finally, clearing fractions and simplifying, we obtain:<br \/>\n\\[<br \/>\nx^2+x-1 = 0<br \/>\n\\]Since we must have $x\\gt 0$, we can discard the negative solution to this equation, and keep only the positive one. This leads us to:<br \/>\n\\[<br \/>\nx = \\frac{\\sqrt{5}-1}{2} \\approx 0.618034<br \/>\n\\]Incidentally, this is the inverse of the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Golden_ratio\">Golden Ratio<\/a>, though that&#8217;s more of a coincidence than anything meaningful&#8230; If the plow started at noon, then the snow started $x$ hours before noon, which is 11:22.55 AM (11 hours, 22 min, 55 sec).\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This week&#8217;s Riddler Classic is a neat calculus problem: One morning, it starts snowing. The snow falls at a constant rate, and it continues the rest of the day. At noon, a snowplow begins to clear the road. The more snow there is on the ground, the slower the plow moves. In fact, the plow&#8217;s &hellip; <a href=\"https:\/\/laurentlessard.com\/bookproofs\/when-did-the-snow-start\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;When did the snow start?&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[7],"tags":[28,4,2],"class_list":["post-2801","post","type-post","status-publish","format-standard","hentry","category-riddler","tag-calculus","tag-integration","tag-riddler"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"This week&#039;s Riddler Classic is a neat calculus problem: One morning, it starts snowing. The snow falls at a constant rate, and it continues the rest of the day. At noon, a snowplow begins to clear the road. 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In fact, the plow's"},"aioseo_meta_data":{"post_id":"2801","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"limit_modified_date":false,"created":"2024-06-01 19:59:06","updated":"2026-06-07 14:42:58","ai":null,"breadcrumb_settings":null,"seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/laurentlessard.com\/bookproofs\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/laurentlessard.com\/bookproofs\/category\/riddler\/\" title=\"The Riddler\">The Riddler<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tWhen did the snow start?\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/laurentlessard.com\/bookproofs"},{"label":"The Riddler","link":"https:\/\/laurentlessard.com\/bookproofs\/category\/riddler\/"},{"label":"When did the snow start?","link":"https:\/\/laurentlessard.com\/bookproofs\/when-did-the-snow-start\/"}],"_links":{"self":[{"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/posts\/2801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/comments?post=2801"}],"version-history":[{"count":5,"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/posts\/2801\/revisions"}],"predecessor-version":[{"id":2803,"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/posts\/2801\/revisions\/2803"}],"wp:attachment":[{"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/media?parent=2801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/categories?post=2801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laurentlessard.com\/bookproofs\/wp-json\/wp\/v2\/tags?post=2801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}