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. 2017 Apr 17;8(2):117–147. doi: 10.1080/21645698.2017.1309490
  Sources of data for assumptions
US Gianessi & Carpenter (1999) (Gianessi & Carpenter, 1999)
Sankala & Blumenthal (2003 and 2006) (Sankula & Blumenthal, 2003, Sankula & Blumenthal, 2006)
Johnson & Strom (2007) (Johnson & Strom, 2006)
Own analysis (2010–2015)
All of the above mainly for conventional regimes (based on surveys and consultations of extension advisors and industry experts)
GFK Kynetec – private market research data on pesticide usage. Is the most comprehensive data set on crop pesticide usage at the farm level and allows for disaggregation to cover biotech vs. conventional crops. This source primarily used for usage on GM traits
Argentina AMIS Global & Kleffmann - private market research data on pesticide use. Is the most detailed data set on crop pesticide use
AAPRESID (farmer producers association) – personal communications 2007
Monsanto Argentina (personal communications 2005, 2007, 2009, 2010, 2011, 2012, 2013, 2014, 2015)
Qaim & De Janvry (2005) (Qaim & De Janvry, 2005)
Qaim & Traxler (2002) (Qaim, 2002)
Brazil AMIS Global & Kleffmann - private market research data on crop pesticide use. Is the most detailed data set on crop pesticide use
Monsanto Brazil (2008) (Michigan State University 2007),
Galveo (2009Galveo, 2009 and 2012Galveo, 2012), plus personal communications
Monsanto Brazil (personal communications 2007, 2009, 2011, 2013, 2014, 2015)
Uruguay AMIS Global and as Argentina for conventional
Paraguay As Argentina for conventional soybeans (over the top usage), AMIS Global for GM HT soybean
Bolivia As Paraguay: no country-specific data identified
Canada George Morris Center (2004) (George Morris Center 2004)
Canola Council (2001) (Canola Council of Canada 2001)
Smyth et al (2008) (Smyth et al., 2011)
Weed Control Guide Ontario (updated annually)
S Africa Monsanto S Africa (personal communications 2005, 2007, 2009, 2010, 2011, 2012, 2014, 2015)
Ismael et al (2002) (Ismael et al., 2002)
AMIS Global
Romania AMIS Global, Brookes (2005) (Brookes, 2005)
Australia AMIS Global
Doyle et al (2003) (Doyle, 2005, Doyle, 2003)
CSIRO (2005) (Commonwealth Scientific & Industrial Research Organisation (CSIRO 2005)
Monsanto Australia (personal communications 2005, 2007, 2009, 2010, 2011,2012, 2014, 2016)
Fisher & Tozer (2009) (Fisher & Tozer, 2009)
Spain Brookes (2003 and 2008) (Brookes, 2003, Brookes, 2008)
China AMIS Global
Pray et al (2002) (Pray et al., 2002)
Monsanto China personal communication (2007, 2009, 2010, 2011, 2013, 2014, 2016)
Mexico Monsanto Mexico (2005, 2007, 2008, 2009, 2013, 2016) (Monsanto Comercial Mexico 2015, Monsanto Comercial Mexico 2013, Monsanto Comercial Mexico 2012, Monsanto Comercial Mexico 2009, Monsanto Comercial Mexico 2008, Monsanto Comercial Mexico 2007, Monsanto Comercial Mexico)
Traxler G et al (2001) (Traxler et al., 2001)
India AMIS Global
APCOAB (2006) (Asia-Pacific Consortium on Agricultural Biotechnology (APCoAB 2006)
IMRB (2006,2007) (IMRB International 2006, IMRB International 2007)
Monsanto India (2007, 2008, 2009, 2010, 2011, 2013, 2016) – personal communications