{"id":148,"date":"2019-09-18T19:13:15","date_gmt":"2019-09-18T19:13:15","guid":{"rendered":"http:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/?p=148"},"modified":"2019-09-18T19:13:15","modified_gmt":"2019-09-18T19:13:15","slug":"more-on-methodology","status":"publish","type":"post","link":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/more-on-methodology\/","title":{"rendered":"More on methodology"},"content":{"rendered":"\n<p>In this post I will walk you through how I put together an inventory for LCA. I use margarine as an example here. <br>I wanted to find out the carbon footprints associated with producing margarine globally. After doing some researching of margarine products online, I realized there is no *one * standardized way to produce margarine, the ingredients vary from country to country and also among margarine producers\u2026so I decided to do my LCAs based on all the formulations I could find, and then I would calculate an average value based on the global warming potential I calculated for each formulation.<br> Firstly, I searched for LCA studies on margarine- and I found one that one included detailed information on the composition of 4 different margarines products (from 4 different European countries):<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"883\" height=\"583\" src=\"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-data-nilsson2.png\" alt=\"\" class=\"wp-image-154\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-data-nilsson2.png 883w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-data-nilsson2-300x198.png 300w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-data-nilsson2-768x507.png 768w\" sizes=\"auto, (max-width: 883px) 100vw, 883px\" \/><figcaption>Comparative life cycle assessment of margarine and butter consumed in the UK, Germany and France. Nilsson et al. (2010).<\/figcaption><\/figure>\n\n\n\n<p style=\"text-align:left\">Next, I looked for more formulations online\u2026<br> <br>It was hard to find more detailed margarine formulations, as margarine products often consisted of multiple edible oil varieties (such as soya oil, palm oil\/palm kernel oil, sunflower oil,etc.) and while the percentage of total edible oils used was given in the ingredients list, I had no idea how much of each was used to produce the margarine.<br>Eventually, I found one product that had only one edible oil ingredient- margarine made of palm oil <a href=\"https:\/\/www.unileverfoodsolutions.co.th\/en\/product\/best-foods-margarine-2-kg-1-EN-113373.html#product-info\">here<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"526\" src=\"http:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-thai2-1024x526.png\" alt=\"\" class=\"wp-image-155\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-thai2-1024x526.png 1024w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-thai2-300x154.png 300w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-thai2-768x395.png 768w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/margarine-thai2.png 1173w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>It didn\u2019t specify amounts for food additives\u2026so I made the assumption that the amounts of food additives added were low, and therefore overall impact would be low as well.<br>In the end I had margarine formulation data for 4 countries and put them all in one Excel file.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"948\" height=\"674\" src=\"http:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/excel-marg2.png\" alt=\"\" class=\"wp-image-156\" srcset=\"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/excel-marg2.png 948w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/excel-marg2-300x213.png 300w, https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-content\/uploads\/sites\/88\/2019\/09\/excel-marg2-768x546.png 768w\" sizes=\"auto, (max-width: 948px) 100vw, 948px\" \/><\/figure>\n\n\n\n<p>I worked out the amounts needed to produce one tonne of margarine using each country&#8217;s formulation, and then multiplied that by the carbon footprint data per kg of the respective product from LCA databases.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this post I will walk you through how I put together an inventory for LCA. I use margarine as an example here. I wanted to find out the carbon footprints associated with producing margarine globally. After doing some researching of margarine products online, I realized there is no *one * standardized way to produce &hellip; <a href=\"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/more-on-methodology\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">More on methodology<\/span><\/a><\/p>\n","protected":false},"author":90,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2,26,21,27,25,29,28],"class_list":["post-148","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-food-fortification","tag-inventory","tag-lca","tag-margarine","tag-methodology","tag-study","tag-vitamin-d"],"_links":{"self":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/posts\/148","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/users\/90"}],"replies":[{"embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/comments?post=148"}],"version-history":[{"count":5,"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/posts\/148\/revisions"}],"predecessor-version":[{"id":164,"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/posts\/148\/revisions\/164"}],"wp:attachment":[{"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/media?parent=148"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/categories?post=148"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.plantagbiosciences.org\/people\/jennifer-zhou\/wp-json\/wp\/v2\/tags?post=148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}