A. Arneth, C. Brown, and M. D. Rounsevell, Global models of human decision-making for land-based mitigation and adaptation assessment, Nature Climate Change, vol.39, issue.7, pp.550-557, 2014.
DOI : 10.1080/13658816.2010.490533

L. Bami-ere, P. Havlik, F. Jacquet, M. Lherm, G. Millet et al., Farming system modelling for agri-environmental policy design: the case of a spatially non-aggregated allocation of conservation measures, Ecol. Econ, vol.70, issue.5, 2011.

K. Bartholomew and R. Ewing, Land Use???Transportation Scenarios and Future Vehicle Travel and Land Consumption: A Meta-Analysis, Journal of the American Planning Association, vol.5, issue.1, pp.13-27, 2008.
DOI : 10.3141/1722-03

R. Boero and F. Squazzoni, Does empirical embeddedness matter? methodological issues on agent-based models for analytical social science, J. Artif. Soc. Soc. Simul, vol.8, issue.6, 2005.

E. Boserup, The Conditions of Agricultural Growth: the Economics of Agrarian Change under Population Pressure, 1965.

C. Brown, D. Murray-rust, J. Van-vliet, S. J. Alam, P. H. Verburg et al., Experiments in Globalisation, Food Security and Land Use Decision Making, PLoS ONE, vol.99, issue.4, p.114213, 2014.
DOI : 10.1371/journal.pone.0114213.s001

D. G. Brown, Agent-based models The Earths Changing Land: an Encyclopaedia of Land-use and Land-cover Change, pp.7-13, 2006.

D. G. Brown, P. H. Verburg, P. Jr, R. G. Lange, and M. D. , Opportunities to improve impact, integration, and evaluation of land change models, Current Opinion in Environmental Sustainability, vol.5, issue.5, pp.452-457, 2013.
DOI : 10.1016/j.cosust.2013.07.012

R. A. Cramb, C. J. Colfer, W. Dressler, P. Laungaramsri, Q. T. Le et al., Swidden Transformations and Rural Livelihoods in Southeast Asia, Human Ecology, vol.85, issue.05, pp.323-346, 2009.
DOI : 10.1007/s10745-009-9241-6

A. Crooks, C. Castle, and M. Batty, Key challenges in agent-based modelling for geo-spatial simulation, Computers, Environment and Urban Systems, vol.32, issue.6, pp.417-430, 2008.
DOI : 10.1016/j.compenvurbsys.2008.09.004

C. Davis, F. Daviet, N. Nakhooda, and A. Thuault, A Review of 25 Readiness Plan Idea Notes from the World Bank Forest Carbon Partnership Facility. WRI Working Paper, World Resources Institute, 2009.

A. De-janvry, M. Fafchamps, and E. Sadoulet, Peasant household behavior with missing markets: some paradoxes explained, Econ. J, vol.101, issue.409, pp.1400-1417, 1991.

S. Duval and R. Tweedie, Trim and Fill: A Simple Funnel-Plot-Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis, Biometrics, vol.338, issue.2, pp.455-463, 2000.
DOI : 10.1111/j.0006-341X.2000.00455.x

F. Ellis, Peasant Economics: Farm Households and Agrarian Development, Cambridge UK, 1993.

T. Filatova, P. H. Verburg, D. C. Parker, and C. A. Stannard, Spatial agent-based models for socio-ecological systems: Challenges and prospects, Environmental Modelling & Software, vol.45, pp.1-7, 2013.
DOI : 10.1016/j.envsoft.2013.03.017

A. X. Garg, D. Hackam, and M. Tonelli, Systematic Review and Meta-analysis: When One Study Is Just not Enough, Clinical Journal of the American Society of Nephrology, vol.3, issue.1, pp.253-260, 2008.
DOI : 10.2215/CJN.01430307

C. Gaucherel, F. Boudon, T. Houet, M. Castets, and C. Godin, Understanding Patchy Landscape Dynamics: Towards a Landscape Language, PLoS ONE, vol.7, issue.9, 2012.
DOI : 10.1371/journal.pone.0046064.t002

URL : https://hal.archives-ouvertes.fr/halshs-00750971

C. Gaucherel, F. Houllier, D. Auclair, and T. Houet, Dynamic landscape modelling: towards a unifying theory? Living Rev, Landsc. Res, vol.8, 2014.

H. J. Geist and E. F. Lambin, Proximate Causes and Underlying Driving Forces of Tropical Deforestation, BioScience, vol.52, issue.2, pp.143-150, 2002.
DOI : 10.1641/0006-3568(2002)052[0143:PCAUDF]2.0.CO;2

H. J. Geist and E. F. Lambin, Dynamic Causal Patterns of Desertification, BioScience, vol.54, issue.9, pp.817-829, 2004.
DOI : 10.1641/0006-3568(2004)054[0817:DCPOD]2.0.CO;2

L. Global and . Project, Science Plan and Implementation Strategy IGBP, 2005.

H. R. Grau and M. Aide, Globalization and Land-Use Transitions in Latin America, Ecology and Society, vol.13, issue.2, p.16, 2008.
DOI : 10.5751/ES-02559-130216

V. Grimm, E. Revilla, U. Berger, F. Jeltsch, and W. Mooij, Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology, Science, vol.310, issue.5750, pp.987-991, 2005.
DOI : 10.1126/science.1116681

L. B. Guo and R. M. Gifford, Soil carbon stocks and land use change: a meta analysis, Global Change Biology, vol.36, issue.4, pp.345-360, 2002.
DOI : 10.1016/S0038-0717(97)00155-7

F. Gusdorf and S. Hallegatte, Compact or spread-out cities: urban planning, taxation, and the vulnerability to transportation shocks, 4826e4838, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00259386

K. Happe, K. Kellermann, and A. Balmann, Agent-based Analysis of Agricultural Policies: an Illustration of the Agricultural Policy Simulator AgriPoliS, its Adaptation and Behavior, Ecology and Society, vol.11, issue.1, p.49, 2006.
DOI : 10.5751/ES-01741-110149

R. D. Harmel, P. K. Smith, K. W. Migliaccio, I. Chaubey, K. R. Douglas-mankin et al., Evaluating, interpreting, and communicating performance of hydrologic/water quality models considering intended use: A review and recommendations, Environmental Modelling & Software, vol.57, pp.40-51, 2014.
DOI : 10.1016/j.envsoft.2014.02.013

T. W. Hertel, S. Rose, and R. S. Tol, Land use in computable general equilibrium models: an overview. Chapter 1, Economic Analysis of Land Use in Global Climate Change Policy. Routledge, p.348, 2009.

J. E. Hewitt, S. F. Thrush, P. K. Dayton, and E. Bonsdorff, The effect of spatial and temporal heterogeneity on the design and analysis of empirical studies of scaledependent systems, Am. Nat, vol.169, issue.3, pp.398-408, 2007.

T. Houet, T. R. Loveland, L. Hubert-moy, D. Napton, C. Gaucherel et al., Exploring subtle land use and land cover changes: a framework for future landscape studies, Landscape Ecology, vol.99, issue.1, pp.249-266, 2010.
DOI : 10.1007/s10980-009-9362-8

URL : https://hal.archives-ouvertes.fr/hal-00389832

T. Houet, N. Schaller, M. Castets, and C. Gaucherel, Improving the simulation of fine-resolution landscape changes by coupling top-down and bottom-up land use and cover changes rules, International Journal of Geographical Information Science, vol.4, issue.9, pp.1848-1876, 2014.
DOI : 10.1016/0304-3975(95)00022-O

URL : https://hal.archives-ouvertes.fr/hal-01198262

E. G. Irwin and N. E. Bockstael, Interacting agents, spatial externalities and the evolution of residential land use patterns, Journal of Economic Geography, vol.2, issue.1, pp.31-54, 2002.
DOI : 10.1093/jeg/2.1.31

A. J. Jakeman, R. A. Letcher, and J. P. Norton, Ten iterative steps in development and evaluation of environmental models, Environmental Modelling & Software, vol.21, issue.5, pp.602-614, 2006.
DOI : 10.1016/j.envsoft.2006.01.004

M. A. Janssen and E. Ostrom, Empirically Based, Agent-based models, Ecology and Society, vol.11, issue.2, p.37, 2006.
DOI : 10.5751/ES-01861-110237

D. Kendal, N. S. Williams, and K. J. Williams, A cultivated environment: Exploring the global distribution of plants in gardens, parks and streetscapes, Urban Ecosystems, vol.40, issue.4, pp.637-652, 2012.
DOI : 10.1007/s11252-011-0215-2

E. Keys and W. J. Mcconnell, Global change and the intensification of agriculture in the tropics, Global Environmental Change, vol.15, issue.4, pp.320-337, 2005.
DOI : 10.1016/j.gloenvcha.2005.04.004

M. Kolb, J. F. Mas, and L. Galicia, Evaluating drivers of land-use change and transition potential models in a complex landscape in Southern Mexico, International Journal of Geographical Information Science, vol.30, issue.3, pp.1804-1827, 2013.
DOI : 10.1080/13658816.2013.770517

M. P. Kwan, The Uncertain Geographic Context Problem, Annals of the Association of American Geographers, vol.102, issue.2, pp.958-968, 2012.
DOI : 10.1016/j.healthplace.2011.05.001

E. Lalibert-e, J. A. Wells, F. Declerck, D. J. Metcalfe, and C. P. Catterall, Land-use intensification reduces functional redundancy and response diversity in plant communities, Ecology Letters, vol.96, issue.1, pp.76-86, 2010.
DOI : 10.1111/j.1461-0248.2009.01403.x

E. F. Lambin and P. Meyfroidt, Global land use change, economic globalization, and the looming land scarcity, Proceedings of the National Academy of Sciences, vol.108, issue.9, 2011.
DOI : 10.1073/pnas.1100480108

C. J. Lortie and R. M. Callaway, Re-analysis of meta-analysis: support for the stress-gradient hypothesis, Journal of Ecology, vol.79, issue.1, pp.7-16, 2006.
DOI : 10.1007/s004420000614

N. R. Magliocca and E. C. Ellis, Using Pattern-oriented Modeling (POM) to Cope with Uncertainty in Multi-scale Agent-based Models of Land Change, Transactions in GIS, vol.116, issue.6, pp.883-900, 2013.
DOI : 10.1111/tgis.12012

N. R. Magliocca, D. G. Brown, and E. C. Ellis, Exploring Agricultural Livelihood Transitions with an Agent-Based Virtual Laboratory: Global Forces to Local Decision-Making, PLoS ONE, vol.222, issue.409, p.73241, 2013.
DOI : 10.1371/journal.pone.0073241.s008

N. R. Magliocca, D. G. Brown, and E. C. Ellis, Cross-Site Comparison of Land-Use Decision-Making and Its Consequences across Land Systems with a Generalized Agent-Based Model, PLoS ONE, vol.67, issue.3, p.86179, 2014.
DOI : 10.1371/journal.pone.0086179.s013

N. R. Magliocca, T. K. Rudel, P. H. Verburg, W. J. Mcconnell, and O. Mertz, Synthesis in land change science: methodological patterns, challenges, and guidelines, Regional Environmental Change, vol.18, issue.10, 2015.
DOI : 10.1007/s10113-014-0626-8

L. J. Martin, B. Blossey, and E. C. Ellis, Mapping where ecologists work: biases in the global distribution of terrestrial ecological observations, Frontiers in Ecology and the Environment, vol.19, issue.4, 2012.
DOI : 10.1016/j.biocon.2009.02.034

J. F. Mas, M. Kolb, M. Paegelow, C. Olmedo, M. T. Houet et al., Modelling land use/cover changes: a comparison of conceptual approaches and softwares. Environ. Model. Softw. 51, 94e111, 2014.
URL : https://hal.archives-ouvertes.fr/halshs-00905375

P. C. Melo, D. J. Graham, and R. B. Noland, A meta-analysis of estimates of urban agglomeration economies, Regional Science and Urban Economics, vol.39, issue.3, pp.332-342, 2009.
DOI : 10.1016/j.regsciurbeco.2008.12.002

G. E. Murphy and T. N. Romanuk, A meta-analysis of declines in local species richness from human disturbances, Ecology and Evolution, vol.20, issue.1, 2014.
DOI : 10.1002/ece3.909

D. Murray-rust, C. Brown, J. Van-vliet, S. J. Alam, and D. T. Robinson, Combining agent functional types, capitals and services to model land use dynamics, Environmental Modelling & Software, vol.59, pp.187-201, 2014.
DOI : 10.1016/j.envsoft.2014.05.019

A. A. Misselhorn, What drives food insecurity in southern Africa? A metaanalysis of household economy studies Advancing Land Change Modeling: Needs and Research Requirements, 33e43. National Research Council, p.146, 2005.

R. M. Netting, Smallholders, Householders: Farm Families and the Ecology of Intensive, Sustainable Agriculture, p.389, 1993.

M. J. North and C. M. Macal, Managing Business Complexity: Discovering Strategic Solutions with Agent-based Modeling and Simulation, 2007.
DOI : 10.1093/acprof:oso/9780195172119.001.0001

C. W. Osenberg, O. Sarnelle, S. D. Cooper, and R. D. Holt, RESOLVING ECOLOGICAL QUESTIONS THROUGH META-ANALYSIS: GOALS, METRICS, AND MODELS, Ecology, vol.80, issue.4, pp.1105-1117, 1999.
DOI : 10.1007/BF00317077

K. P. Overmars, P. H. Verburg, and T. Veldkamp, Comparison of a deductive and an inductive approach to specify land suitability in a spatially explicit land use model, Land Use Policy, vol.24, issue.3, pp.584-599, 2007.
DOI : 10.1016/j.landusepol.2005.09.008

D. C. Parker, B. Entwisle, R. R. Rindfuss, L. K. Vanwey, and S. M. Manson, Case studies, cross-site comparisons, and the challenge of generalization: comparing agent-based models of land-use change in frontier regions, Journal of Land Use Science, vol.43, issue.1, pp.41-72, 2008.
DOI : 10.1016/j.geoforum.2007.02.011

A. T. Peterson, J. Sober-on, R. G. Pearson, R. P. Anderson, and E. Martínez-meyer, Ecological Niches and Geographical Distributions, 2011.

J. Phelps, E. L. Webb, and A. Agrawal, Does REDD+ Threaten to Recentralize Forest Governance?, Science, vol.328, issue.5976, pp.312-313, 2010.
DOI : 10.1126/science.1187774

C. Poeplau, A. Don, L. Vesterdal, J. Leifeld, . Wesemael et al., Temporal dynamics of soil organic carbon after land-use change in the temperate zone - carbon response functions as a model approach, Global Change Biology, vol.10, issue.7, pp.2415-2427, 2011.
DOI : 10.1111/j.1365-2486.2011.02408.x

P. Jr, R. G. Boersma, W. Castella, J. Clarke, K. De-nijs et al., Comparing the input, output, and validation maps for several models of land change, Ann. Reg. Sci, vol.42, issue.1, pp.11-37, 2008.

H. Purnomo, D. Suyamto, and R. H. Irawati, Harnessing the climate commons: an agent-based modelling approach to making reducing emission from deforestation and degradation (REDD)+work, Mitigation and Adaptation Strategies for Global Change, vol.98, issue.1, pp.471-489, 2013.
DOI : 10.1007/s11027-012-9370-x

C. Rahbek, The role of spatial scale and the perception of large-scale species-richness patterns, Ecology Letters, vol.41, issue.2, pp.224-239, 2005.
DOI : 10.1111/j.1461-0248.2004.00701.x

R. R. Rindfuss, B. Entwisle, S. J. Walsh, C. F. Mena, C. M. Erlien et al., Frontier Land Use Change: Synthesis, Challenges, and Next Steps, Annals of the Association of American Geographers, vol.65, issue.4, pp.739-754, 2007.
DOI : 10.1080/13658810410001713362

R. R. Rindfuss, B. Entwisle, S. J. Walsh, L. An, and . Badenoch, Land use change: complexity and comparisons, Journal of Land Use Science, vol.43, issue.1, pp.1-10, 2008.
DOI : 10.1016/j.geoforum.2007.02.011

D. T. Robinson, D. G. Brown, D. C. Parker, P. Schreinemachers, and M. A. Janssen, Comparison of empirical methods for building agent-based models in land use science, Journal of Land Use Science, vol.1, issue.1, pp.31-55, 2007.
DOI : 10.2307/3147108

B. J. Robson, D. P. Hamilton, I. T. Webster, and T. Chan, Ten steps applied to development and evaluation of process-based biogeochemical models of estuaries, Environmental Modelling & Software, vol.23, issue.4, pp.369-384, 2008.
DOI : 10.1016/j.envsoft.2007.05.019

I. M. Rosa, S. E. Ahmed, and R. M. Ewers, The transparency, reliability and utility of tropical rainforest land-use and land-cover change models, Global Change Biology, vol.369, issue.12, 2014.
DOI : 10.1111/gcb.12523

M. D. Rounsevell, B. Pedroli, K. H. Erb, M. Gramberger, and A. G. Busck, Challenges for land system science, Land Use Policy, vol.29, issue.4, pp.899-910, 2012.
DOI : 10.1016/j.landusepol.2012.01.007

M. D. Rounsevell, A. Arneth, P. Alexander, D. G. Brown, and N. De-noblet-ducoudr-e, Towards decision-based global land use models for improved understanding of the Earth system, Earth System Dynamics, vol.5, issue.1, pp.117-137, 2014.
DOI : 10.5194/esd-5-117-2014

T. K. Rudel, Changing agents of deforestation: From state-initiated to enterprise driven processes, 1970???2000, Land Use Policy, vol.24, issue.1, pp.35-41, 1970.
DOI : 10.1016/j.landusepol.2005.11.004

T. K. Rudel, Meta-analyses of case studies: A method for studying regional and global environmental change, Global Environmental Change, vol.18, issue.1, pp.18-25, 2008.
DOI : 10.1016/j.gloenvcha.2007.06.001

M. D. Schmill, L. M. Gordon, N. R. Magliocca, E. C. Ellis, and T. Oates, GLOBE: Analytics for Assessing Global Representativeness, 2014 Fifth International Conference on Computing for Geospatial Research and Application, pp.25-32, 2014.
DOI : 10.1109/COM.Geo.2014.21

S. Schlossberg and D. I. King, Postlogging Succession and Habitat Usage of Shrubland Birds, Journal of Wildlife Management, vol.99, issue.2, pp.226-231, 2009.
DOI : 0043-5643(1987)099[0218:UOESBW]2.0.CO;2

P. Schreinemachers, T. Berger, and J. B. Aune, Simulating soil fertility and poverty dynamics in Uganda: A bio-economic multi-agent systems approach, Ecological Economics, vol.64, issue.2, pp.387-401, 2007.
DOI : 10.1016/j.ecolecon.2007.07.018

T. R. Schueler, L. Fraley-mcneal, and K. Cappiella, Is Impervious Cover Still Important? Review of Recent Research, Journal of Hydrologic Engineering, vol.14, issue.4, pp.309-315, 2009.
DOI : 10.1061/(ASCE)1084-0699(2009)14:4(309)

K. C. Seto, M. Fragkias, B. Guneralp, and M. K. Reilly, A Meta-Analysis of Global Urban Land Expansion, PLoS ONE, vol.19, issue.8, p.23777, 2011.
DOI : 10.1371/journal.pone.0023777.s008

T. D. Stanley, Wheat From Chaff: Meta-Analysis As Quantitative Literature Review, Journal of Economic Perspectives, vol.15, issue.3, pp.131-150, 2001.
DOI : 10.1257/jep.15.3.131

B. Sterk, M. K. Van-ittersum, and C. Leeuwis, How, when, and for what reasons does land use modelling contribute to societal problem solving?, Environmental Modelling & Software, vol.26, issue.3, pp.310-316, 2011.
DOI : 10.1016/j.envsoft.2010.06.004

S. G. Thompson and S. J. Pocock, Can meta-analyses be trusted?, The Lancet, vol.338, issue.8775, pp.1127-1130, 1991.
DOI : 10.1016/0140-6736(91)91975-Z

I. Turner, B. L. Hanham, R. Q. Portararo, and A. V. , Population pressure and agricultural intensity, Ann. Assoc. Am. Geogr, vol.67, issue.3, pp.384-396, 1977.

I. Turner, B. L. Ali, and A. , Induced intensification: Agricultural change in Bangladesh with implications for Malthus and Boserup, Proc. Natl. Acad. Sci. 93, 1996.
DOI : 10.1073/pnas.93.25.14984

D. Valbuena, P. H. Verburg, A. Veldkamp, A. K. Bregt, and A. Ligtenberg, Effects of farmers??? decisions on the landscape structure of a Dutch rural region: An agent-based approach, Landscape and Urban Planning, vol.97, issue.2, pp.98-110, 2010.
DOI : 10.1016/j.landurbplan.2010.05.001

D. Valbuena, A. K. Bregt, C. Mcalpine, P. H. Verburg, L. S. Seabrook et al., An agentbased approach to explore the effect of voluntary mechanisms on land use change: a case in rural Queensland Drivers of wetland conversion: a global meta-analysis A methodology for the design and development of integrated models for policy support, e81292. van Delden, pp.266-279, 2010.

J. C. Van-den-bergh, P. S. Rietveld, A. K. Bregt, and A. Hagen-zanker, Reconsidering the limits to world population: meta-analysis and meta-prediction Revisiting Kappa to account for change in the accuracy assessment of land-use change models, Bioscience Ecol. Model, vol.54, issue.38, pp.222-1367, 2004.

J. Van-vliet, H. L. Groot, P. Rietveld, and P. H. Verburg, Manifestations and underlying drivers of agricultural land use change in Europe, Landscape and Urban Planning, vol.133, issue.24, 2015.
DOI : 10.1016/j.landurbplan.2014.09.001

J. Van-vliet, P. H. Verburg, N. Magliocca, E. C. Ellis, and B. Buchner, Metastudies in land use science: current coverage and future prospects, Ambio, 2015.

N. Van-vliet, O. Mertz, A. Heinimann, T. Langanke, and U. Pascual, Trends, drivers and impacts of changes in swidden cultivation in tropical forest-agriculture frontiers: A global assessment, Global Environmental Change, vol.22, issue.2, pp.418-429, 2012.
DOI : 10.1016/j.gloenvcha.2011.10.009

B. T. Van-zanten, P. H. Verburg, M. J. Koetse, and P. J. Van-beukering, Preferences for European agrarian landscapes: A meta-analysis of case studies, Landscape and Urban Planning, vol.132, pp.89-101, 2014.
DOI : 10.1016/j.landurbplan.2014.08.012

M. C. Vanderwel, J. R. Maicolm, and S. C. Mills, A Meta-Analysis of Bird Responses to Uniform Partial Harvesting across North America, Conservation Biology, vol.9, issue.5, pp.1230-1240, 2007.
DOI : 10.1016/S0378-1127(01)00552-7

P. H. Verburg, K. Erb, O. Mertz, and G. Espinolada, Land System Science: between global challenges and local realities, Current Opinion in Environmental Sustainability, vol.5, issue.5, pp.433-437, 2013.
DOI : 10.1016/j.cosust.2013.08.001

P. H. Verburg, . Zanden, . Van-der, S. Asselen, and E. Stehfest, The representation of landscapes in global scale assessments of environmental change, 1067e1080, 2013.
DOI : 10.1007/s10980-012-9745-0

P. Waddell, UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning, Journal of the American Planning Association, vol.1400, issue.3, pp.297-314, 2002.
DOI : 10.1016/0041-1647(67)90035-4

P. Winters, B. Davis, G. Carletto, K. Covarrubias, E. J. Qui~-nones et al., Assets, Activities and Rural Income Generation: Evidence from a Multicountry Analysis, World Development, vol.37, issue.9, pp.1435-1452, 2009.
DOI : 10.1016/j.worlddev.2009.01.010