Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy approach to make plausible estimates of crop distribution within disaggregated units. Moving the data from coarser units such as countries and sub-national provinces, to finer units such as grid cells, reveals spatial patterns of crop performance, creating a global grid-scape at the confluence between geography and agricultural production systems. Improving spatial understanding of crop production systems allows policymakers and donors to better target agricultural and rural development policies and investments, increasing food security and growth with minimal environmental impacts
Readers may make verbatim copies of this document for non-commercial purposes by any means, provided...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
Data on global agricultural production are usually available as statistics at administrative units, ...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy a...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy a...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy a...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM, also known as MapSPAM)...
By 2050, world population is estimated to reach 9.7 billion people (United Nations 2015). The increa...
In order to evaluate food security, technology potential and the environmental impacts of production...
In order to evaluate food security, technology potential and the environmental impacts of production...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
Data on global agricultural production are usually available as statistics at administrative units, ...
Worldwide, crop production is intrinsically intertwined with biological, environmental and economic ...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
Readers may make verbatim copies of this document for non-commercial purposes by any means, provided...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
Data on global agricultural production are usually available as statistics at administrative units, ...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy a...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy a...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy a...
Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM, also known as MapSPAM)...
By 2050, world population is estimated to reach 9.7 billion people (United Nations 2015). The increa...
In order to evaluate food security, technology potential and the environmental impacts of production...
In order to evaluate food security, technology potential and the environmental impacts of production...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
Data on global agricultural production are usually available as statistics at administrative units, ...
Worldwide, crop production is intrinsically intertwined with biological, environmental and economic ...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
Readers may make verbatim copies of this document for non-commercial purposes by any means, provided...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
Data on global agricultural production are usually available as statistics at administrative units, ...