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=== Extraction and refining === {{Main|Gold extraction}} [[File:Gold nuggets from Arizona.jpg|thumb|left|Gold Nuggets found in [[Arizona]].]] [[Gold extraction]] is most economical in large, easily mined deposits. Ore grades as little as 0.5 parts per million (ppm) can be economical. Typical ore grades in [[open-pit mining|open-pit]] mines are 1β5 ppm; ore grades in underground or [[Underground mining (hard rock)|hard rock]] mines are usually at least 3 ppm. Because ore grades of 30 ppm are usually needed before gold is visible to the naked eye, in most gold mines the gold is invisible. The average gold mining and extraction costs were about $317 per troy ounce in 2007, but these can vary widely depending on mining type and ore quality; global mine production amounted to 2,471.1 tonnes.<ref>{{Cite news |last=O'Connell |first=Rhona |date=13 April 2007 |title=Gold mine production costs up by 17% in 2006 while output fell |url=http://www.mineweb.net/mineweb/view/mineweb/en/page33?oid=19485&sn=Detail |url-status=dead |archive-url=https://web.archive.org/web/20141006084904/http://www.mineweb.net/mineweb/view/mineweb/en/page33?oid=19485&sn=Detail |archive-date=6 October 2014}}</ref> After initial production, gold is often subsequently refined industrially by the [[Wohlwill process]] which is based on [[electrolysis]] or by the [[Miller process]], that is chlorination in the melt. The Wohlwill process results in higher purity, but is more complex and is only applied in small-scale installations.<ref>{{Cite book |last=Noyes |first=Robert |url=https://books.google.com/books?id=__lqGczo9TwC&pg=PA342 |page=342 |title=Pollution prevention technology handbook |publisher=William Andrew |date=1993 |isbn=978-0-8155-1311-7}}</ref><ref>{{Cite book |last1=Pletcher |first1=Derek |first2=Frank |last2=Walsh |url=https://books.google.com/books?id=E_u9ARrm37oC&pg=PA244 |page=244 |title=Industrial electrochemistry |name-list-style=amp |publisher=Springer |date=1990 |isbn=978-0-412-30410-1}}</ref> Other methods of assaying and purifying smaller amounts of gold include parting and inquartation as well as [[cupellation]], or refining methods based on the dissolution of gold in aqua regia.<ref>{{cite book |last1=Marczenko |first1=Zygmunt |last2=Balcerzak |first2=MarΓa |url=https://books.google.com/books?id=0NE1KjVISyAC&pg=PA210 |page=210 |title=Separation, preconcentration, and spectrophotometry in inorganic analysis |name-list-style=amp |publisher=Elsevier |date=2000 |isbn=978-0-444-50524-8}}</ref>
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