| Literature DB >> 31072184 |
Abstract
This study assesses the economic and environmental impacts that have arisen from the adoption and use of genetically modified (GM) insect resistant (IR) maize in Spain and Portugal in the 21 years since first planted in Spain in 1998. A total of 1.65 million hectares have been planted to maize containing these traits since 1998, with farmers benefiting from an increase in income of €285.4 million. For every extra €1 spent on this seed relative to conventional seed, farmers have gained an additional €4.95 in extra income. These income gains have mostly arisen from higher yields (+11.5% across the two countries using the technology). The seed technology has reduced insecticide spraying by 678,000 kg of active ingredient (-37%) and, as a result, decreased the environmental impact associated with herbicide and insecticide use on these crops (as measured by the indicator, the Environmental Impact Quotient (EIQ)) by 21%. The technology has also facilitated cuts in fuel use, resulting in a reduction in the release of greenhouse gas emissions from the GM IR maize cropping area and contributed to saving scarce water resources.Entities:
Keywords: Insect Resistant maize; Portugal; Spain
Mesh:
Substances:
Year: 2019 PMID: 31072184 PMCID: PMC6615534 DOI: 10.1080/21645698.2019.1614393
Source DB: PubMed Journal: GM Crops Food ISSN: 2164-5698 Impact factor: 3.074
GM insect resistant maize plantings 2013–2017 (ha).
| Country | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 |
|---|---|---|---|---|---|---|
| Spain | 136,962 | 131,538 | 107,749 | 129,081 | 124,227 | 115,246 |
| Portugal | 8,202 | 8,542 | 8,047 | 7,057 | 7,308 | 5,886 |
Sources: Ministerio de Agricultural y Pesca Alimentacion, Dados Nacionais Republica Portuguesa, EuropaBio
Note: The GM IR areas in Spain was equivalent to between 28% and 37% of the total maize area (2013–2018). The GM IR areas in Portugal was equivalent to between 5.6% and 7.9% of the total maize area (2013–2018).
FIGURE 1.Area of IR maize in Spain 1998–2018 (hectares).
Source: Ministerio de Agricultura, Pesca y Alimentacion
GM IR maize area by region Spain and Portugal 2018.
| Spain | Area (ha) | Portugal | Area (ha) |
|---|---|---|---|
| Aragon | 44,932 | Norte | 61 |
| Catalonia | 38,752 | Coastal Centro | 1,312 |
| Extremadura | 14,138 | Lisboa e Vale do Tejo | 1,175 |
| Navarra | 8,101 | Alentejo | 3,338 |
| Castilla-la Mancha | 3,805 | ||
| Andalusia | 4,972 | ||
| Others | 546 | ||
Sources: Ministerio de Agricultura, Pesca y Alimentacion, Dados Nacionais Republica Portuguesa
Yield impacts from using GM IR maize in Spain and Portugal.
| Country | Average yield of GM IR maize relative to conventional % difference | Range of yield impacts (where identified) | Comments |
|---|---|---|---|
| Spain | +6.3% 1998–2003 | +1% to +30% | Bottom of range is low infestation locality in a year of low pest pressure and top of range is high infestation locality in year of high pest pressure |
| Portugal | +12.5% to +13.5% | +8% to +17% | Range of impacts recorded in different regions with differing levels of pest pressure; low end of range = low pest pressure, high end of range = high pest pressure |
Sources: Various – see appendix 1
Farm income gains derived from GM IR maize (‘000€).
| Country | 2018 | Cumulative 1998–2018 | Cumulative area planted to IR maize (’000 ha) |
|---|---|---|---|
| Spain | 21,401 | 274,676 | 1,569 |
| Portugal | 774 | 10,698 | 83 |
Sources: Brookes and Barfoot2.updated.
Additional maize production from positive yield effects of IR maize (‘000 tonnes).
| Country | 2018 | Cumulative 1998–2018 |
|---|---|---|
| Spain | 156.2 | 1,815.6 |
| Portugal | 5.8 | 72.0 |
Sources: Brookes and Barfoot[1] updated
Impact of using GM IR maize in Spain and Portugal: changes in insecticide use and associated environmental impact (as measured by EIQ indicator) 1998–2018.
| Trait | Change in volume of active ingredient used (‘000 kg) | Change in field EIQ impact (in terms of million field EIQ/ha units) | Percent change in active ingredient use on GM crops | Percent change in environmental impact associated with insecticide use on GM crops | Cumulative IR maize area 1998–2018 (‘000 ha) |
|---|---|---|---|---|---|
| Total | − 678 | − 18.2 | − 37 | − 21 | 1,652 |
Source: Derived from Brookes and Barfoot[2]
| Country | Area of trait (‘000 ha) | Yield assumption % change | Base yield (tonnes/ha) | Farm level price: €/tonne) | Cost of tech (€/ha) | Impact on costs, net of cost of tech (€/ha) | Change in farm income (€/ha) | Change in farm income at national level (‘000 €) | Production impact (‘000 tonnes) |
|---|---|---|---|---|---|---|---|---|---|
| Spain | 115.2 | + 12.6 | 10.76 | 181 | + 36.5 | +30.09 | + 185.70 | + 21,401 | +156.2 |
| Portugal | 5.9 | + 12.5 | 7.85 | 180.5 | + 37.5 | + 37.5 | + 131.54 | +774 | + 5.8 |
Sources:
Areas planted: Ministry of Agriculture, Food and Environment (MAGRAMA), Spain, Ministry of Agriculture, Forestry and Rural Development (MAFDR), Portugal
Cost of technology: Brookes and Barfoot.[1] and Bayer Spain (personal communication) 2018
Insecticide use changes based on Brookes.[4] and saving equal to €6.41/ha, Riesgo et al,[6] Kleffmann insecticide use data.
3. Notes:
Insecticide cost changes: Spain based on findings from Brookes.[4] and Ariel and Riesgo,[8] equals an average of €19/ha. For Portugal, where insecticide use has traditionally been more limited, it is assumed that the average Bt grower had not previously used insecticides for ECB/MCB control and therefore the assumed insecticide savings from using GM IR maize are zero.
The cost of the technology represents the value paid by farmers to the seed supply chain including sellers of seed to farmers, seed multipliers, plant breeders, distributors and the GM technology providers. It does not represent the value accruing to the technology providers but to the whole seed supply chain. The range in values across countries for cost of technology reflects reasons such as the price charged by different stages in the supply chain, exchange rates and average seed rates.
Yield gains derive from a reduction of pest damage (IR trait).
| Base maize yield | Yield of Bt compared to conventional maize | ||||
|---|---|---|---|---|---|
| Country/regions | Tonnes/ha | Tonnes/ha | % | Comments | Reference |
| Huesca (Sarinena) | 10 | + 1 | +10 (+2 to + 20) | High infestation region; insecticides previously used | Brookes[ |
| +2 | +15 (+10 to +40) | No insecticides previously used | Brookes[ | ||
| Several regions | - | - | +6 | Trial plots across a number of regions in 1997 | Alcalde[ |
| Huesca (Barbastro) | - | + 0.2 | +1 | One farmer, low average infestation; no insecticides previously used | Brookes[ |
| 15 locations (Catalonia, Aragon and Navarra) | 13 | + 1 | +10 | Field trials; conventional crop included treated and not treated (with insecticides) plots | Monsanto Company, 2003 – 2005 |
| Aragon, Catalunya and Castilla La Mancha | - | Perceived: +1 to +14; | Survey of 400 farms, incl. 218 Bt maize users; may include some conventional crops treated with insecticides | Gomez-Barbero and Rodriguez-Cerejo[ | |
| Aragon and Catalunya | 11.94 | +1.34 | +12.6 | Survey of 85 farms: two-thirds Bt maize users, one third conventional | Riesgo et al.[ |
| - | - | ||||
| 9.92 | +1.19 | +8 to +17. Average +12 | Field trials in Alentejo and Ribatejo | Monsanto Company (2005) | |
| +2.8 to +25. Average +13.5 | Odemira (Alentejo) region | Skevos, Fevereiro and Wesseler[ | |||
| Country | Area of trait (‘000 ha) | Average ai use GM crop (kg/ha) | Average ai use if conventional (kg/ha) | Average field EIQ/ha GM crop | Average field EIQ/ha if conventional | Aggregate change in ai use (‘000 kg) | Aggregate change in field EIQ/ha units (millions) |
|---|---|---|---|---|---|---|---|
| Spain | 115.2 | 0.36 | 1.32 | 0.9 | 26.9 | 31.4 | 0.85 |
Sources: Insecticide use changes based on Brookes,[4] Kleffmann pesticide usage data (1999–2003) and personal communications with industry staff about more recent/current insecticides that are/would need to be used to control these pests, if GM IR maize technology was not used
Note:
The area on which insecticide use changes are calculated in Spain is constrained to the lower of the area planted to GM IR maize or the historic, maximum area traditional treated with insecticides for control of the pests that GM IR maize provides control. This is a maximum area treated of 10% of the total crop.
The insecticide savings relate only to savings associated with treatments that targeted the pests that the GM IR technology controls and do not relate to total insecticide use. This is deliberate because total insecticide use includes use of insecticides applied for control of pests that the GM IR maize technology does not target. Use of insecticides for this purpose will vary on a yearly basis according to pest pressures. The baseline assumptions for what insecticides are used for control of pests now controlled by GM IR maize technology, their typical usage levels and frequency of application are based on Kleffmann data from the immediate years before Intacta was commercially available and field-based experience of industry in-country staff.
Example: GM IR maize Spain (2018).
| Average yield all crop (t/ha) | Total maize area (‘000 ha) | Total production (‘000 tonnes) | GM IR area (‘000 ha) | Conventional area (‘000 ha) | Assumed yield effect of GM IR technology | Adjusted base yield for conventional maize (t/ha) | GM IR production (‘000 tonnes) | Conventional production (‘000 tonnes) |
|---|---|---|---|---|---|---|---|---|
| 11.24 | 327 | 3,675 | 115.2 | 211.8 | +12.6% | 10.76 | 1,396 | 2,279 |
Note: Figures subject to rounding