Scenarios for co-existence of genetically modified, 
conventional and organic crops
in European agriculture 

European Union / Joint Research Centre / Institute for Prospective Technological Studies May02

A synthesis report prepared by Anne-Katrin Bock, Karine Lheureux, Monique Libeau-Dulos, Hans Nilsagård, Emilio Rodriguez-Cerezo (IPTS - JRC) in May 2002 on studies conducted by: F. Angevin, N. Colbach, J.-M. Meynard, C. Roturier (INRA, France), J. Sweet (NIAB, UK), A. Philp (CEST, UK), K. Menrad, M. Menrad, S. Wörner (ISI, Germany), J. Kilpatrick (ADAS, UK), L. Bonfini, G. Van den Eede (IHCP-JRC, Italy)

Tables Below
Table 53: Economic performance of oilseed rape seed production in the United Kingdom
Table 54: Economic performance of conventional and organic rapeseed production in central Germany and France
Table 55: Economic performance of conventional and organic maize production in France 1997 to 1999 (with irrigation)
Table 56: Economic performance of conventional and organic potato production in Germany 1996/97 to 1998/99
Table 57: Economic performance of conventional and organic potato production in the United Kingdom


Foreword

The possible increase of commercial production of genetically modified (GM) crops in European agriculture may lead to the adventitious presence of GM crops in non-GM crops. Taking into account the need to keep the two crops separated, the co-existence of GM and non- GM crops in European agriculture presents a challenge.

In May 2000 DG AGRI requested a study on agronomic and economic aspects of co-existence of GM, conventional and organic crops in European agriculture from the Joint Research Centre.

The study was initiated as a pan-JRC operation and with external expertise mostly channeled via the European Science and Technology Observatory (ESTO).

This synthesis report presents the results obtained and is based on the six studies performed by different institutes involved:

This report, the economic analysis and the co-ordination of the study was done by Anne-Katrin Bock, Karine Lheureux, Monique Libeau-Dulos, Hans Nilsagard and Emilio Rodriguez-Cerezo, Institute for Prospective Technological Studies (IPTS), Joint Research Centre.

Whilst IPTS is grateful for the collaboration with the JRC Institutes and for the help and inputs received from other European Commission services (DG AGRI, DG ENTR, DG ENV, DG SANCO), responsibility for the contents rests solely with the IPTS.

Seville, May 2002 Per Sørup

Consumers, food/feed industry and retailers demand a reasonable degree of choice between GMO- and non-GMO-derived products. But different modes of agricultural production are not naturally compartmentalised. If GM crops increase their share in EU agriculture (which is now minimal) questions arise concerning their possible co-existence with non-GM crops (conventional and organic) at farm level or regional level. Some of these questions are of agronomic and economic nature, and these are addressed in this report:

What will be the levels of adventitious presence of GM crops in organic or conventional crops, with current farming practices if the share of GM crops increases to 10% or 50%?

The study was done for three crops for which GM varieties are available (oilseed rape for seed production, maize for feed production and potatoes for consumption), and for several farm types (both organic and conventional) that were defined to cover the variability present in EU farming infrastructure. For all crop-farm combinations, a hypothetical share of GM crops of 10% or 50% in the region was considered. A share of 50% mimics the situation in countries that adopted GM crops readily (for example the share of GM oilseed rape in Canada is currently 54%), while the 10% figure represents a scenario of slow adoption of GM crops in the EU. In these scenarios, an estimation of the expected levels of adventitious presence of GM crops in non-GM crops was done with a combination of computer modelling and expert opinion. The estimations have a strong relative value (i.e. they are useful in predicting the effect of a change in farming practices) but the absolute figures obtained have to be taken with care since the models are not yet fully adjusted with field data.

The estimated levels of adventitious presence of GM crops do not change dramatically between the two scenarios of GM crop share (10% or 50%). A practical consequence is that measures to prevent adventitious presence of GM crops (see below) may have to be implemented in the early stages of adoption.

On the other hand, the estimated levels of adventitious presence of GM crops in non-GM crops - assuming the current farming practices specified in the study- vary significantly depending on the crop and farm type (for example, as much as 2.2% for a conventional intensive maize farm or as low as 0.1% for an organic potato farm). In general there is a trend to expect lower levels of adventitious presence of GM crops on organic farms, because of segregation systems already in place, but there are notable exceptions. For example in seed production of rape, organic farms will face higher probability of adventitious presence of GM crops due to problems in controlling volunteers with organic practices.

Sources of adventitious presence of GM crops are well known, and can be divided into four main origins (seed impurities, cross-pollination, volunteers and harvesting-storage practices). The relative importance of each source for the final level depends on the crop and farm type: volunteers are a key source of adventitious presence of GM crops for rape seed farms (especially organic) but are of low importance in maize farms, where seed impurities and crosspollination account for most of the adventitious presence of GM maize.

Can this adventitious presence of GM crops in organic or conventional crops be reduced below certain policy-relevant thresholds with changed farming practices?

Once again the answer depends on the farm-crop combination. The thresholds used in the analysis are similar to those being discussed in various regulations. These are 0.3% for seed production of allogamous species (rape) and 1% for maize and potato crops (for food-feed uses). All farm types producing oilseed rape seed or conventional maize will be able to meet their thresholds provided they change the set of current farming practices defined in the study. It should be noted that these current farming practices are a compromise, given the diversity of European farms in this regard. Therefore, some of the changes proposed (and the estimated costs associated) could be already in use in number of farms. In some cases (dependent on farm type) changing farming practices at the individual farm level will be insufficient. In these cases changes may involve co-operation between neighbouring farms. Examples are the introduction of flowering time differences between GM and non-GM varieties, or region-wide border management. In contrast, all potato farm types and some maize farm types (organic) could meet these thresholds with the set of current farming practices defined in the study (with all the reservations already mentioned for the value of absolute figures).

Can adventitious presence of GM crops in organic or conventional crops be avoided?

The possibility of changing practices to meet very low thresholds for all crops, near the analytical limit of quantification (~ 0.1%) is also considered in the report. This reflects the situation in organic farming where the use of GM varieties is not permitted (Council Regulation (EC) 1804/1999), setting a de facto threshold. The report concludes that a 0.1% limit will be extremely difficult to meet for any farm-crop combination in the scenarios considered (10% and 50% GMOs in the region), even with significant changes in farming practices. Perhaps some farm types producing seed of oilseed rape could approach such thresholds, but only with significant changes of farming practices.

What is the cost of these changes?

In the analysis all costs are allocated to conventional or organic crop production, including those affecting primarily GMO production in case of co-operation. Compliance with the 1% and 0.3% thresholds through changes in farming practices and introduction of a monitoring system as well as likely insurance needs may result in additional costs of 1% - 10% of current product price for the farm-crop combinations studied (in the 50% scenario). Exceptions are found in the production of seed of oilseed rape, where costs can be much higher in particular farm types (up to 41%). In all cases, monitoring activities account for a large part of the additional costs. Cost reductions might be possible with segregation becoming an integrated part of agricultural practices and with decreasing costs of GMO tests. Generally, organic farms face higher costs (especially indicative insurance costs) per hectare and per tonne than conventional farms. However, when relating costs to product prices, the price premium for organic crops may reduce this difference considerably. Costs have been calculated without taking into account any changes in demand or market prices that would probably accompany an increased level of GM crops in agriculture.

Can the different types of production co-exist in a region?

This question has to be examined case-by-case for each crop. However, it seems clear that coexistence with thresholds in the region of 0.1% is virtually impossible in any of the scenarios considered. When considering the 0.3% (production of seed) and 1% (food-feed production) thresholds, co-existence of GM and non-GM crops in a region (with 10% or 50% GMO share) might technically be possible but economically difficult because of the costs and complexities of changes associated. This is the case exemplified by seed production of rape. For potato the costs are much lower and no significant change of practices is needed, so co-existence could be a reality. The costs and types of adaptation of maize growers put this crop in an intermediate situation, but some types of conventional, intensive maize farms will have difficulties in a coexistence situation.

Can the different types of production co-exist on the same farm?

Finally, cultivation of GM and conventional or organic crops on the same farm might be an unrealistic scenario, even for larger farms. Due to the importance of volunteers, oilseed rape seed producers will exclude growing GM crops on the same farm to avoid adventitious presence of GM seeds in their non-GM seeds. Also for maize and potatoes it would make the handling of the crops rather difficult.


ANNEX I: ECONOMIC PERFORMANCE OF OILSEED RAPE
Table 53: Economic performance of oilseed rape seed production in the United Kingdom
Source: Nix & Hill, 2000, White, 2000 4); own calculations

Region 			UK 		     UK
Crop 		   Conventional	   	   Organic
		  certified seed	certified seed 3)
			
Farm type 		OSR 1 		OSR 2, 2’
Yield (t/ha)		3.50		2.3
Price (€/t)		369.2		738.4
Gross income (t/ha) 	1292.2 		1698.32
Variable costs (€/ha)	
Seeds			129.7		n. a.
Fertiliser		160.1		n. a.
Crop protection		205.2		n. a.
Machinery and 		2512		n. a.
  other costs
Total variable costs  	746 		1152.12
	(€/ha)
Gross margin (€/ha) 	546.2 		546.2
Area payment (€/ha)1 	435.0 		435.0
Gross margin +  	981.2 		981.2
	payments (€/ha) 

1) The area payments include price compensation payments as well as payments for set-aside
   programmes which have been introduced in the reform of CAP in 1992/93.
2) Machinery and other costs have been added using data from the conventional German farm
3) For certified organic seed a price premium of 100% compared to conventional certified seed was
   assumed. This price premium was validated by discussions with a representative of a European
   producer of organic certified seed. It originates from cost increases from not using pesticides etc. It is
   therefore mainly a cost driven premium, as opposite to the price premia on organic products sold to
   consumers, which at present time are strongly affected by a short term structural lack of supply and
   which do not always reflect long term differences in production costs. Thus, the gross margin is
   assumed to be similar to conventional seed production, and the total variable costs have been
   calculated as the difference between the gross income and the gross margin. Therefore no breakdown
   costs for the organic production is available.
4) Nix, J. & Hill, P. (2000) Farm management pocket book. Edition 31. Wye: Imperial College; White,
   D. (2000) Personal communication. NIAB Seed Certification Data.
n.a. not available

Table 54: Economic performance of conventional and organic rapeseed production in central Germany and France
Source: KTBL, 1997, 1998, 1999, CETIOM, 1999, own calculations based on Michelsen et al., 1999, Offermann & Nieberg, 20007)

Region 				Germany1) 		France2) 		Germany
Crop 				Conventional 		Conventional 		Organic
				oilseed rape production	oilseed rape production	oilseed rape production
				with seed saving 	with seed saving 	with seed saving
				practices 		practices 		practices
Farm type 			OSR 3 			(OSR 3) 		OSR 4, 4’
Yield (t/ha) 			3.14 			3.51 			2.04
Price (€/t) 			231 			152.5 			277
Gross income (t/ha) 		725.3 			535.1 			5273
Variable costs (€/ha)
Seeds 				36.3 			- 			63
Fertiliser4 			134.3 			84.1 			16
Crop protection4			136.5 			120.1 			186
Machinery 			186.3 			- 			65
Other costs 			64.8 			78.6 
Total variable costs (€/ha) 	558.1 			282.9 			330
Gross margin (€/ha) 		167.1 			252.3 			197
Area payment (€/ha)5 		529.6 			5626 			530
Payment for organic 		- 			- 			114
agriculture (€/ha)
Gross margin + payments 	696.7 			814.3 			841
(€/ha)

1) Average of data of KTBL (1997, 1998, 1999)
2) Information of the year 1999 published by CETIOM (1999)
3) 60 % sold as organic, 40 % sold as conventional rapeseed (Michelsen et al., 1999).
4) The costs of fertiliser and crop protection are aggregated in organic farms.
5) The area payments include price compensation payments as well as payments for set-aside programmes
   which have been introduced in the reform of CAP in 1992/93.
6) Information provided by Teyssier (1999)
7) Kuratorium für Technik und Bauwesen in der Landwirtschaft (KTBL) (1997) Standarddeckungsbeiträge
   1996/97. Darmstadt. http://www.dainet.de/ktbl/manag/stdb/stdb97.htm; Kuratorium für Technik und
   Bauwesen in der Landwirtschaft (KTBL) (1998) Standard-deckungsbeiträge 1997/98. Darmstadt.
   http://www.dainet.de/ktbl/manag/stdb/stdb98.htm; Kuratorium für Technik und Bauwesen in der
   Landwirtschaft (KTBL) (1999) Standarddeckungsbeiträge 1998/99. Darmstadt.
   http://www.dainet.de/ktbl/manag/stdb/stdb99.htm; Michelsen, J., Hamm, U., Wynen, E. & Roth, E. (1999)
   The European market for organic products: growth and development. In: Organic Farming in Europe:
   Economics and Policy. Volume 7. Stuttgart: Department of Farm Economics, University of Hohenheim.;
   Offermann, F. & Nieberg, H. (2000) Economic performance of organic farms in Europe. In: Organic
   Farming in Europe: Economics and Policy. Volume 5. Stuttgart: Department of Farm Economics, University
   of Hohenheim.

ANNEX II: ECONOMIC PERFORMANCE OF GRAIN MAIZE PRODUCTION
Table 55: Economic performance of conventional and organic maize production in France 1997 to 1999 (with irrigation)
Source: Les 4 saison Sud-Adour, 2000, Enquête Unigrain, ITAB

Region 			France		France		France
			Pau 1		Vienne 2		Pau and Vienne3
Crop 		     Conventional     	Conventional	
		   intensive maize	non-intensive	Organic
		      production    	maize 		maize production
					production
Farm type 		Maize 1 	Maize 3 	Maize 2, 2’, 4, 4’
Yield (t/ha)		10.15		10.06		9.0
Price (€/t)		98.5		108.1		228.7
Gross income (€/ha) 	999.8 		1087.5 		2058.3
Variable costs (€/ha)	
Seeds			123.1		159.2		133.4
Fertiliser		186.1		165.1		160.1
Crop protection		96.5		87.4		21.3
Other costs4		143.8		67.0		444.4
Total variable costs	549.4 		478.7 		759.2
	(€/ha)
Gross margin (€/ha) 	450.4 		608.8 		1299.1
Area payment (€/ha)5 	506.0 		488.9 		426.9
Gross margin + area	956.4 		1097.7 		1726.0
	payment (€/ha)

1) Average of Pau region 1997 to 1999 (representing Farm type 1)
2) Average of Vienne region 1997 to 1998 (representing Farm type 3)
3) Average of France 1995 to 1999 (representing Farm types 2, 2’, 4 and 4’)
4) Due to different sources of information the "other costs" include different items in the included regions:
   harvesting, hail insurance and irrigation costs in Pau, work made by enterprises in Vienne and
   harvesting, drying and irrigation costs in case of organic maize production.
5) The area payments include price compensation payments as well as payments for set-aside programmes
   which have been introduced in the context of the reform of the CAP in 1993/94.

ANNEX III: ECONOMIC PERFORMANCE OF POTATO PRODUCTION
Table 56: Economic performance of conventional and organic potato production in Germany 1996/97 to 1998/99
Source: KTBL, 1997, 1998, 1999, own calculations based on Michelsen et al., 1999, Offermann & Nieberg, 20004)

Region 			Germany		Germany		Germany		Germany
			Brunswick	Brunswick 	North-west 	North-west
							coastal area	coastal area
Crop 			Conventional	Organic 	Conventional 	Organic
			potatoes for	potatoes for 	early 		early
			processing1	processing	potatoes	potatoes
Farm type 		Potato 1 	Potato 2 	Potato 3 	Potato 4
Yield (t/ha)		41.9 		25.1 		27.2 		16.3
Price (€/t)		92 		276 		177 		531
Gross income (€/ha) 	3855 		66982 		4814 		83722
Variable costs (€/ha)
Plants			566 		979 		1159 		2005
Fertiliser3)		182 		22 		146 		19
Crop protection3		188 		379 		164 		387
Machinery		379 		265 		387 		145
Other costs		265				145
Total variable costs	1580 		1645 		2001 		2556
  (€/ha)
Gross margin (€/ha) 	2275 		5052 		2813 		5816
Payment for organic	- 		114 		- 		114
  farming (€/ha)
Gross margin +		2275 		5166 		2813 		5930
payment organic
farming (€/ha)

1) Average of data of KTBL (1997, 1998, 1999)
2) 95 % sold as organic, 5 % sold as conventional potatoes (Michelsen et al., 1999)
3) The costs of fertiliser and crop protection are aggregated in organic farms.
4) Kuratorium für Technik und Bauwesen in der Landwirtschaft (KTBL) (1997) Standarddeckungsbeiträge
1996/97. Darmstadt. http://www.dainet.de/ktbl/manag/stdb/stdb97.htm; Kuratorium für Technik und
Bauwesen in der Landwirtschaft (KTBL) (1998) Standard-deckungsbeiträge 1997/98. Darmstadt.
http://www.dainet.de/ktbl/manag/stdb/stdb98.htm; Kuratorium für Technik und Bauwesen in der
Landwirtschaft (KTBL) (1999) Standarddeckungsbeiträge 1998/99. Darmstadt.
http://www.dainet.de/ktbl/manag/stdb/stdb99.htm; Michelsen, J., Hamm, U., Wynen, E. & Roth, E. (1999)
The European market for organic products: growth and development. In: Organic Farming in Europe:
Economics and Policy. Volume 7. Stuttgart: Department of Farm Economics, University of Hohenheim.;
Offermann, F. & Nieberg, H. (2000) Economic performance of organic farms in Europe. In: Organic
Farming in Europe: Economics and Policy. Volume 5. Stuttgart: Department of Farm Economics, University
of Hohenheim

Table 57: Economic performance of conventional and organic potato production in the United Kingdom
Source: Nix, J. & Hill, P. (2000)

Region 			UK 		UK 		UK
			East Anglia 	South West 	England
Crop			Conventional 	Organic 	Conventional early
			potatoes 	potatoes 	potatoes
			for food 
			processing 
Farm type 		(Potato 1) 	(Potato 2) 	(Potato 3)
Yield (t/ha) 		42.5 		25.0 		22.5
Price (€/t) 		131.4 		410.5 		221.6
Gross income (€/ha) 	5584 		10262 		4986
Variable costs (€/ha)
Plants 			1034 		1231 		1149
Fertiliser 		361 		164 		287
Crop protection 	739 		- 		328
Machinery 		656 		821 		328
Total variable costs 	3446 		3037 		2461
(€/ha)
Gross margin (€/ha) 	2138 		7225 		2525

Source: Nix, J. & Hill, P. (2000) Farm management pocket book. Edition 31. Wye: Imperial College

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