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. 2022 Oct 13;13(1):262–289. doi: 10.1080/21645698.2022.2118497

DATA SOURCES FOR PESTICIDE USE CHANGE ESTIMATES.

  Sources of data for assumptions
US Gianessi & Carpenter 199941
Sankala & Blumenthal (200326 & 200627)
Johnson S & Strom S 200728
Own analysis (2010–2020)
All of the above mainly for conventional regimes (based on surveys and consultations of extension advisors and industry experts)
Kynetec – private market research data on pesticide usage. Is the most comprehensive dataset on crop pesticide usage at the farm level and allows for disaggregation to cover biotech versus 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 dataset on crop pesticide use
AAPRESID (no till farmers association) – personal communications 2007
Monsanto Argentina (personal communications 2005, 2007, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017)
Qaim M & De Janvry A 200542
Qaim M & Traxler G 200522
Brazil AMIS Global & Kleffmann - private market research data on crop pesticide use. Is the most detailed dataset on crop pesticide use
Monsanto Brazil 200843
Galveo A,(200944and 201245) plus personal communications
Monsanto Brazil (personal communications 2007, 2009, 2011, 2013, 2014, 2015, 2016)
Uruguay Kleffmann and as Argentina for conventional
Paraguay As Argentina for conventional soybeans (over the top usage), Kleffmann for GM HT soybean
Bolivia As Paraguay: no country-specific data identified
Canada George Morris Center 200439
Canola Council 200146
Smyth S et al 201136
Weed Control Guide Ontario (updated annually)
S Africa Monsanto S Africa (personal communications 2005, 2007, 2009, 2010, 2011, 2012, 2014, 2015, 2016)
Ismael Y et al 200247
Kleffmann
Romania Kleffmann, Brookes 200518
Australia Kleffmann
Doyle et al (200 348 and 200549)
CSIRO 200550
Monsanto Australia (personal communications 2005, 2007, 2009, 2010, 2011,2012, 2014, 2016, 2017)
Fisher J & Tozer P 200951
Spain Brookes (200824 and 201952)
China Kleffmann
Pray et al 200223
Monsanto China personal communication (2007, 2009, 2010, 2011, 2013, 2014, 2016, 2017)
Mexico Monsanto Mexico 200553,200754,200855,200956,201257,201358,201559,201660,201761
Traxler G et al 200162
India Kleffmann, Kynetec
APCOAB 200663
IMRB 200664,200765
Monsanto India (2007, 2008, 2009, 2010, 2011, 2013, 2016, 2017) – personal communications
Vietnam Kynetec, Brookes 201766,67
Philippines Kynetec, Monsanto Philippines personal communication and survey of GM HT growers (2017 unpublished)
Colombia Kynetec, Brookes 202068