How does research address the design of innovative agricultural production systems at the farm level? A review

In trying to respond to societal demands for sustainable development, farming systems worldwide face a range of environmental, technical and economic challenges. These challenges call for renewed methodologies that can be used to support farmers in designing innovative agricultural production systems at the farm level. This paper aims to analyze the various methods described in scientific literature. The review is based on the analysis of 80 reference papers published in international scientific journals between 1999 and 2010. We focused in particular on the purpose of the research, which fell into two broad categories: “design” and “design support”. We also examined the use of models to represent production systems and to evaluate ex-ante the impact of innovations on these systems’ functioning and performance. In so doing, we developed a classification system to organize the studies into five sub-categories according to the type of methodology followed, namely: prototyping and design modelling for design orientated studies; participation, support modelling and advisory for design-support orientated studies. We found that very few studies attempt to address the three main components of an innovation process in agricultural production systems (biotechnical processes, farm management, and advisory services) within a single research framework. We therefore developed such a framework by connecting the design and design support orientations together with biotechnical research and conducting integrated research both at farm and advisory service levels.

[1]  Douglas White,et al.  Technology adoption by resource-poor farmers: considering the implications of peak-season labor costs , 2005 .

[2]  Eligius M. T. Hendrix,et al.  Analysing production and environmental risks in arable farming systems: A mathematical approach , 1999, Eur. J. Oper. Res..

[3]  Robin C. Dobos,et al.  A decision support tool for the feeding and management of dairy replacement heifers , 2001, Environ. Model. Softw..

[4]  D. P. Stonehouse,et al.  Livestock manure systems for swine finishing enterprises , 2002 .

[5]  Ken E. Giller,et al.  Beyond resource constraints - Exploring the biophysical feasibility of options for the intensification of smallholder crop-livestock systems in Vihiga district, Kenya , 2009 .

[6]  C. R. Stockdale,et al.  Diet Check: a tactical decision support tool for feeding decisions with grazing dairy cows , 2004 .

[7]  S. J. Lovatt,et al.  Original paper: A general planner for agro-ecosystem models , 2008 .

[8]  Keith Matthews,et al.  Wither Agricultural DSS? , 2005 .

[9]  H. Van Keulen,et al.  Nitrogen management on experimental dairy farm ‘De Marke’; farming system, objectives and results , 2001 .

[10]  Wilson Dogbe,et al.  Economics of the impact of alternative rice cropping systems on subsistence farming: Whole-farm analysis in northern Ghana , 2006 .

[11]  J. O. Álvarez,et al.  MOPECO: an economic optimization model for irrigation water management , 2004, Irrigation Science.

[12]  Bernard Triomphe,et al.  From participation to partnership, a different way for researchers to accompany innovations processes : Challenges and difficulties , 2009 .

[13]  Donald Kerr,et al.  DAIRYPRO—a knowledge-based decision support system for strategic planning on sub-tropical dairy farms. I. System description , 1999 .

[14]  Marcel Kuper,et al.  Linking water saving and productivity to agro‐food supply chains: A synthesis from two North African cases , 2009 .

[15]  Jacques-Eric Bergez,et al.  IRRIGATE: A dynamic integrated model combining a knowledge-based model and mechanistic biophysical models for border irrigation management , 2010, Environ. Model. Softw..

[16]  C. Pacini,et al.  Communicating complexity: Integrated assessment of trade-offs concerning soil fertility management within African farming systems to support innovation and development , 2011 .

[17]  Javad Torkamani,et al.  Using a whole-farm modelling approach to assess prospective technologies under uncertainty , 2005 .

[18]  François Bocquier,et al.  GAMEDE: A global activity model for evaluating the sustainability of dairy enterprises. Part II - Interactive simulation of various management strategies with diverse stakeholders , 2009 .

[19]  Peter F. Patel-Schneider,et al.  DLP System Description , 1998, Description Logics.

[20]  Oscar J. Cacho,et al.  A simulation model of grazing sheep: II. Whole farm model , 1995 .

[21]  Anders Sundin,et al.  A different perspective in participatory ergonomics in product development improves assembly work in the automotive industry , 2004 .

[22]  John Tzilivakis,et al.  The role of the EMA software in integrated crop management and its commercial uptake. , 2000 .

[23]  David Scholefield,et al.  NGAUGE : A decision support system to optimise N fertilisation of British grassland for economic and environmental goals , 2005 .

[24]  Eric Penot,et al.  Modélisation économique des exploitations agricoles : modélisation, simulation et aide à la décision avec le logiciel Olympe , 2007 .

[25]  D Val-Arreola,et al.  Modeling small-scale dairy farms in central Mexico using multi-criteria programming. , 2006, Journal of dairy science.

[26]  T. Bernet,et al.  Tailoring agricultural extension to different production contexts: a user-friendly farm-household model to improve decision-making for participatory research , 2001 .

[27]  H. van Keulen,et al.  A decision support system for land use planning at farm enterprise level , 1994 .

[28]  R. L. McCown,et al.  Changing systems for supporting farmers' decisions: problems, paradigms, and prospects , 2002 .

[29]  Riikka Rajalahti,et al.  Agricultural innovation systems : from diagnostics toward operational practices , 2008 .

[30]  Cees Leeuwis,et al.  Finding niches for whole-farm design models – contradictio in terminis? , 2006 .

[31]  Mario Herrero,et al.  Integrated crop-livestock simulation models for scenario analysis and impact assessment , 2001 .

[32]  Graeme L. Hammer,et al.  Infusing the use of seasonal climate forecasting into crop management practice in North East Australia using discussion support software , 2002 .

[33]  Philippe Lecomte,et al.  GAMEDE: A global activity model for evaluating the sustainability of dairy enterprises Part I - Whole-farm dynamic model , 2009 .

[34]  Bruno Rapidel,et al.  An improved methodology for integrated crop management systems , 2007, Agronomy for Sustainable Development.

[35]  Luis Gustavo Barioni,et al.  Optimizing rotational grazing in sheep management systems , 1999 .

[36]  H. van Keulen,et al.  A mathematical approach to comparing environmental and economic goals in dairy farming: Identifying strategic development options , 2007 .

[37]  Ken E. Giller,et al.  Nutrient allocation strategies across a simplified heterogeneous African smallholder farm , 2006 .

[38]  M. K. van Ittersum,et al.  A method for exploring sustainable development options at farm scale: a case study for vegetable farms in South Uruguay , 2005 .

[39]  Philippe Martin,et al.  L'agronomie aujourd'hui , 2006 .

[40]  Marie-Josée Cros,et al.  Agricultural Systems , 2019, Encyclopedia of Food and Agricultural Ethics.

[41]  Véronique Alary,et al.  A dynamic model to analyse the bio-technical and socio-economic interactions in dairy farming systems on the Réunion Island , 2004 .

[42]  Keith D. Shepherd,et al.  Bio-economic evaluation of farmers' perceptions of viable farms in western Kenya , 2006 .

[43]  V. Boussard,et al.  Du mode d'existence des outils de gestion, Jean-Claude Moisdon. Les instruments de gestion à l'épreuve de l'organisation, Paris (1997), 288 , 1999 .

[44]  Paul Berentsen,et al.  An environmental-economic model at farm level to analyse institutional and technical change in dairy farming , 1995 .

[45]  N. Röling,et al.  Learning: Shifting paradigms in education and extension studies , 1998 .

[46]  Miguel A. Altieri,et al.  Agroecology: the science of natural resource management for poor farmers in marginal environments , 2002 .

[47]  A. P. de Geus Modelling to predict or to learn , 1992 .

[48]  Octavio A. Castelán-Ortega,et al.  A Decision Support System for smallholder campesino maize-cattle production systems of the Toluca Valley in Central Mexico. Part II--Emulating the farming system , 2003 .

[49]  Jørgen E. Olesen,et al.  Modelling greenhouse gas emissions from European conventional and organic dairy farms , 2006 .

[50]  D R Buckmaster,et al.  A dairy herd model for use in whole farm simulations. , 1999, Journal of dairy science.

[51]  M. Herrero,et al.  An integrated evaluation of strategies for enhancing productivity and profitability of resource-constrained smallholder farms in Zimbabwe , 2009 .

[52]  Oliver Musshoff,et al.  What benefits are to be derived from improved farm program planning approaches? - The role of time series models and stochastic optimization , 2007 .

[53]  P. Fridenson Les processus d'innovation. Conception innovante et croissance des entreprises (review) , 2009 .

[54]  Keith D. Shepherd,et al.  The diversity of rural livelihoods and their influence on soil fertility in agricultural systems of East Africa - A typology of smallholder farms , 2010 .

[55]  Robin C. Dobos,et al.  A decision tool to help in feed planning on dairy farms , 2004, Environ. Model. Softw..

[56]  Victor O. Sadras,et al.  Dynamic cropping strategies for risk management in dry-land farming systems , 2003 .

[57]  Patrick Veysset,et al.  Adaptation to Agenda 2000 (CAP reform) and optimisation of the farming system of French suckler cattle farms in the Charolais area: a model-based study , 2005 .

[58]  Marianne Cerf,et al.  Designing support to enhance co-operation between farmers and advisors in solving farm-management problems , 1999 .

[59]  H. van Keulen,et al.  Nitrogen (N) management in the ‘De Marke’ dairy farming system , 2000, Nutrient Cycling in Agroecosystems.

[60]  P. Hayman,et al.  An ecology of a DSS: reflections on managing wheat crops in the northeastern Australian grains region with WHEATMAN , 2002 .

[61]  J. Oenema,et al.  Guiding commercial pilot farms to bridge the gap between experimental and commercial dairy farms; the project ‘Cows & Opportunities’ , 2001 .

[62]  Irene Guijt,et al.  Continual learning for agroforestry system design: university, NGO and farmer partnership in Minas Gerais, Brazil , 2001 .

[63]  É. Malézieux,et al.  Facing up to the paradigm of ecological intensification in agronomy: Revisiting methods, concepts and knowledge , 2011 .

[64]  M. Ittersum,et al.  Assessing farm innovations and responses to policies: A review of bio-economic farm models , 2007 .

[65]  Walter A.H. Rossing,et al.  Operationalizing sustainability: exploring options for environmentally friendly flower bulb production systems , 1997, European Journal of Plant Pathology.

[66]  James Sumberg,et al.  Constraints to the Adoption of Agricultural Innovations , 2005 .

[67]  Peter E. Hildebrand,et al.  The dynamic North Florida dairy farm model: A user-friendly computerized tool for increasing profits while minimizing N leaching under varying climatic conditions , 2005 .

[68]  Martin K. van Ittersum,et al.  Land use models in complex societal problem solving: Plug and play or networking? , 2009, Environ. Model. Softw..

[69]  Peter Dorward,et al.  Participatory Farm Management methods for assessing the suitability of potential innovations. A case study on green manuring options for tomato producers in Ghana , 2003 .

[70]  Senthold Asseng,et al.  Eco-efficient agriculture: concepts, challenges, and opportunities. , 2010 .

[71]  Harald Sverdrup,et al.  FARMFLOW - A dynamic model for phosphorus mass flow, simulating conventional and organic management of a Swedish dairy farm , 2007 .

[72]  J. L. Hernanz,et al.  Economics of reduced tillage for cereal and legume production on rainfed farm enterprises of different sizes in semiarid conditions , 2007 .

[73]  E. Justes,et al.  A spreadsheet model for developing field indicators and grazing management tools to meet environmental and production targets for dairy farms. , 2007, Journal of environmental management.

[74]  A. G. Evers,et al.  DairyWise, a whole-farm dairy model. , 2007, Journal of dairy science.

[75]  P. Ruelle,et al.  Modelling irrigation scheduling to analyse water management at farm level, during water shortages , 2000 .

[76]  Claus G. Sørensen,et al.  Organic Farming Scenarios: Operational Analysis and Costs of implementing Innovative Technologies , 2005 .

[77]  T. Defoer,et al.  Participatory action research and quantitative analysis for nutrient management in southern Mali : a fruitful marriage? , 1998 .

[78]  P. H. Vereijken,et al.  A methodical way of prototyping integrated and ecological arable farming systems (I/EAFS) in interaction with pilot farms , 1997 .

[79]  Alan R. Sibbald,et al.  Modelling of grazing systems at the farm level , 1998 .

[80]  J. B. Dent,et al.  Bio-economic evaluation of dairy farm management scenarios using integrated simulation and multiple-criteria models , 1999 .

[81]  A. J. Romera,et al.  A model for simulating rule-based management of cow–calf systems , 2004 .

[82]  Etienne Josien,et al.  Simulation of forage management strategies considering farm-level land diversity: Example of dairy farms in the Auvergne , 2007 .

[83]  B. Recio,et al.  A decision support system for farm planning using AgriSupport II , 2003, Decis. Support Syst..

[84]  Michel Duru,et al.  A simulation model of a dairy forage system to evaluate feeding management strategies with spring rotational grazing , 2002 .

[85]  Johan Bouma,et al.  Participatory research for systems analysis: prototyping for a Costa Rican banana plantation , 2004 .

[86]  H. van Keulen,et al.  Design of farming systems for low input conditions: principles and implications based on scenario studies with feed allocation in livestock production , 1999 .

[87]  M. Robertson,et al.  The FARMSCAPE approach to decision support: farmers', advisers', researchers' monitoring, simulation, communication and performance evaluation , 2002 .

[88]  Belay Kassa,et al.  Benefits of Integration of Cereals and Forage Legumes With and Without Crossbred Cows in Mixed Farms: An ex ante Analysis for Highland Ethiopia , 1999 .

[89]  M. U. Agbonlahor,et al.  Sustainable Soil Management Practices in Small Farms of Southern Nigeria: A Poultry-Food Crop Integrated Farming Approach , 2003 .

[90]  François Guerrin MAGMA: a simulation model to help manage animal wastes at the farm level , 2001 .

[91]  Tanya Stathers,et al.  Innovation Africa : enriching farmers' livelihoods , 2008 .

[92]  Thierry Doré,et al.  A methodological framework that accounts for farm diversity in the prototyping of crop management systems. Application to banana-based systems in Guadeloupe , 2009 .

[93]  Cees Leeuwis,et al.  Prototyping and farm system modelling--Partners on the road towards more sustainable farm systems , 2007 .

[94]  C. Leeuwis Communication for Rural Innovation: Rethinking Agricultural Extension , 2004 .

[95]  L. Ahuja,et al.  Whole-System Integration and Modeling Essential to Agricultural Science and Technology for the 21st Century , 2007 .

[96]  Jesus René Villalobos,et al.  Application of planning models in the agri-food supply chain: A review , 2009, Eur. J. Oper. Res..

[97]  S. J. Lovatt,et al.  Better simulation modelling to support farming systems innovation: Review and synthesis , 2008 .

[98]  Pierre-Yves Le Gal,et al.  Which agronomic references for decision support tools , 2010 .

[99]  R. Simpson,et al.  Evolution of the GRAZPLAN decision support tools and adoption by the grazing industry in temperate Australia , 2002 .

[100]  Octavio A. Castelán-Ortega,et al.  A Decision Support System for smallholder campesino maize-cattle production systems of the Toluca Valley in Central Mexico. Part I— Integrating biological and socio-economic models into a holistic system , 2003 .

[101]  Tanda Panjaitan,et al.  A participatory, farming systems approach to improving Bali cattle production in the smallholder crop–livestock systems of Eastern Indonesia , 2010 .

[102]  J. Wery,et al.  A modelling framework to support farmers in designing agricultural production systems , 2010, Environ. Model. Softw..

[103]  Xi Chen,et al.  Quantitative models for direct marketing: A review from systems perspective , 2009, Eur. J. Oper. Res..

[104]  K. Giller,et al.  Conservation agriculture and smallholder farming in Africa: The heretics' view , 2009 .

[105]  Peter Frost,et al.  Competing Claims on Natural Resources: What Role for Science? , 2008 .

[106]  C. J. Doyle,et al.  A model for evaluating grassland management decisions on beef and sheep farms in the UK , 1988 .

[107]  P. Carberry,et al.  Re-inventing model-based decision support with Australian dryland farmers. 1. Changing intervention concepts during 17 years of action research , 2009 .

[108]  M. Wallace,et al.  Description and validation of the Moorepark Dairy System Model. , 2004, Journal of dairy science.

[109]  W.A.H. Rossing,et al.  Exploring the potential for improved internal nutrient cycling in dairy farming systems, using an eco-mathematical model , 2003 .

[110]  M. J. McGregor,et al.  Working knowledge concerning technical systems and decision support. , 1994 .

[111]  M. K. van Ittersum,et al.  Systematic design and evaluation of crop rotations enhancing soil conservation, soil fertility and farm income: a case study for vegetable farms in South Uruguay , 2004 .

[112]  Peter A. Vanrolleghem,et al.  Simulating the influence of management decisions on the nutrient balance of dairy farms , 2005 .

[113]  Andrew Hall,et al.  Innovation systems and capacity development: an agenda for North-South research collaboration? , 2002 .

[114]  James M. Gibbons,et al.  Modelling optimal strategies for decreasing nitrate loss with variation in weather - a farm-level approach , 2005 .

[115]  J. Ekboir,et al.  From Best Practice to Best Fit: A Framework for Designing and Analyzing Pluralistic Agricultural Advisory Services Worldwide , 2009 .

[116]  B.M.A. Kroonen-Backbier,et al.  The nucleus and pilot farm research approach: experiences from The Netherlands , 2005 .