Mapping and spatial analysis of the soybean agricultural frontier in Mato Grosso, Brazil, using remote sensing data

The main pioneer frontier considered by geographers is the Amazonian pioneer frontier. The occupation of the Brazilian territory has been carried out through successive economic cycles. Currently, the expansion of soybean crops in Amazonia is considered as the last economic cycle involving new migrations to still unexplored areas. Mapping this frontier is necessary in order to better understand its drivers and think about efficient land use policies to struggle its progress. In this paper, we propose an innovative methodology for mapping the agricultural frontier in the Amazonian state of Mato Grosso (Brazil) using satellite data acquired during the 2000–2006 period. We assume that the frontier evolves through successive land-use stages such as wildlands, non-croplands, extensive croplands and intensive croplands areas. The transitions between two stages can then be monitored through land-use change analysis. A particular emphasis is given on three land-use transitions named “deforestation”, “economic” and “intensification sub-frontiers”. In order to adapt this model for the use of remote sensing data, we defined (1) a relevant spatial scale corresponding to an agrarian locality, (2) relevant indices to qualify the land-use types and (3) rules applied on land-use types to define the frontier’s location. Our results highlight the dynamic of the agricultural frontier towards northern areas. We identified four main agricultural regions with different levels of agricultural intensification. We finally discuss these results with respect to governmental policies and economics for a better understanding of the frontier’s dynamic.

[1]  Frederick Turner,et al.  The Frontier in American History , 1921 .

[2]  Preston E. James,et al.  Pionniers et Planteurs de Sao Paulo , 1953 .

[3]  B. Becker,et al.  Signification actuelle de la frontière : une interprétation géopolitique à partir du cas de l'Amazonie brésilienne , 1986 .

[4]  P. Léna Aspects de la frontière amazonienne in Frontières : mythes et pratiques (Brésil, Nicaragua, Malaysia). , 1986 .

[5]  Russell G. Congalton,et al.  A review of assessing the accuracy of classifications of remotely sensed data , 1991 .

[6]  W. Parton,et al.  Agricultural intensification and ecosystem properties. , 1997, Science.

[7]  J. Deffontaines,et al.  Les fronts pionniers de l'Amazonie brésilienne , 1998 .

[8]  F. J. Gallego CROP AREA ESTIMATION IN THE MARS PROJECT , 1999 .

[9]  K. Cassman Ecological intensification of cereal production systems: yield potential, soil quality, and precision agriculture. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[10]  Martine Droulers,et al.  Amazonie : la fin d'une frontière ? , 2000 .

[11]  Norman E. Borlaug,et al.  The Green Revolution Revisited and The Road Ahead 1 , 2000 .

[12]  R. Mittermeier,et al.  Biodiversity hotspots for conservation priorities , 2000, Nature.

[13]  A. Angelsen,et al.  Introduction: the role of agricultural technologies in tropical deforestation. , 2001 .

[14]  P. Fearnside Soybean cultivation as a threat to the environment in Brazil , 2001, Environmental Conservation.

[15]  Arild Angelsen,et al.  Agricultural Technologies and Tropical Deforestation , 2001 .

[16]  A. Angelsen,et al.  When does technological change in agriculture promote deforestation , 2001 .

[17]  G. Asner,et al.  Cloud cover in Landsat observations of the Brazilian Amazon , 2001 .

[18]  William F. Laurance,et al.  The Future of the Brazilian Amazon , 2001, Science.

[19]  Christopher B. Barrett,et al.  Tradeoffs or synergies? : agricultural intensification, economic development, and the environment , 2001 .

[20]  F. Achard,et al.  Determination of Deforestation Rates of the World's Humid Tropical Forests , 2002, Science.

[21]  A. Huete,et al.  Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .

[22]  S. Polasky,et al.  Agricultural sustainability and intensive production practices , 2002, Nature.

[23]  Jeffrey A. Cardille,et al.  Agricultural land-use change in Brazilian Amazônia between 1980 and 1995: Evidence from integrated satellite and census data , 2003 .

[24]  D. Lobell,et al.  Cropland distributions from temporal unmixing of MODIS data , 2004 .

[25]  John F. Mustard,et al.  LAND-USE AND LAND-COVER CHANGE PATHWAYS AND IMPACTS , 2004 .

[26]  R. DeFries,et al.  Land‐use choices: balancing human needs and ecosystem function , 2004 .

[27]  Benjamin L Turner Land Change Science , 2004 .

[28]  Douglas C. Morton,et al.  Physical Landscape Correlates of the Expansion of Mechanized Agriculture in Mato Grosso, Brazil , 2005 .

[29]  Vincent Nédélec Modélisation de la colonisation agricole et de la déforestation dans le nord du Mato Grosso : approche multiscalaire par télédétection , 2005 .

[30]  R. Machado,et al.  Conservation of the Brazilian Cerrado , 2005 .

[31]  Eric F. Lambin,et al.  Forest transitions: towards a global understanding of land use change , 2005 .

[32]  B. Zimmerman,et al.  Conservation Alliances with Indigenous Peoples of the Amazon , 2005 .

[33]  Wendy Jepson,et al.  A disappearing biome? Reconsidering land‐cover change in the Brazilian savanna , 2005 .

[34]  Vincent Dubreuil,et al.  Évolution de la frontière agricole dans le Centre-Ouest du Mato Grosso : municipes de Tangará da Serra, Campo Novo do Parecis, Diamantino , 2005 .

[35]  H. Théry Brésil: franges pionnières d'hier et d'aujourd'hui , 2006 .

[36]  R. DeFries,et al.  Cropland expansion changes deforestation dynamics in the southern Brazilian Amazon , 2006, Proceedings of the National Academy of Sciences.

[37]  M. Clairay Structures, composantes et formes spatiales d'un front pionnier situé au Mato Grosso, Brésil , 2006 .

[38]  D. Nepstad,et al.  Inhibition of Amazon Deforestation and Fire by Parks and Indigenous Lands , 2006, Conservation biology : the journal of the Society for Conservation Biology.

[39]  W. Jepson Private agricultural colonization on a Brazilian frontier, 1970–1980 , 2006 .

[40]  Kevin P. Price,et al.  Multitemporal, Moderate-Spatial-Resolution Remote Sensing of Modern Agricultural Production and Land Modification in the Brazilian Amazon , 2007 .

[41]  Matthew C. Hansen,et al.  Corn and Soybean Mapping in the United States Using MODIS Time‐Series Data Sets , 2007 .

[42]  E. Reis,et al.  Transportation costs and the spatial distribution of land use in the Brazilian Amazon , 2008 .

[43]  B. Wardlow,et al.  Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the U.S. Central Great Plains , 2008 .

[44]  Anne-Elisabeth Laques,et al.  Paysages et fronts pionniers amazoniens sous le regard des satellites : l'exemple du Mato Grosso , 2008 .

[45]  J. Mustard,et al.  Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil , 2008 .

[46]  C. Brannstrom South America's Neoliberal Agricultural Frontiers: Places of Environmental Sacrifice or Conservation Opportunity , 2009, Ambio.

[47]  William F. Laurance,et al.  Increasing world consumption of beef as a driver of regional and global change: A call for policy action based on evidence from Queensland (Australia), Colombia and Brazil , 2009 .

[48]  Anne-Elisabeth Laques,et al.  Colonisation agricole et déforestation en Amazonie brésilienne: le front pionnier du Mato Grosso , 2009 .

[49]  Stephen G. Perz,et al.  Protecting the Amazon with protected areas , 2009, Proceedings of the National Academy of Sciences.

[50]  P. Hirsch,et al.  Revisiting frontiers as transitional spaces in Thailand , 2009 .

[51]  Richard M. Lucas,et al.  Implications of land-use history for forest regeneration in the Brazilian Amazon , 2009 .

[52]  V. Dubreuil,et al.  La pluviométrie : un déterminant des pratiques culturales au Mato Grosso. , 2010 .

[53]  W. Junk,et al.  The Pantanal: Ecology, biodiversity and sustainable management of a large neotropical seasonal wetland , 2011 .

[54]  R. Walker,et al.  Statistical confirmation of indirect land use change in the Brazilian Amazon , 2011 .

[55]  Damien Arvor,et al.  Classification of MODIS EVI time series for crop mapping in the state of Mato Grosso, Brazil , 2011 .

[56]  Daniel Alves Aguiar,et al.  Remote Sensing the Soy Moratorium in the Amazon Biome Monitored by Remote Sensing Images , 2022 .

[57]  Damien Arvor,et al.  Analyzing the agricultural transition in Mato Grosso, Brazil, using satellite-derived indices , 2012 .