Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM, also known as MapSPAM) 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 Africa South of the Sahara-wide 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.IFPRI1; Open Acc...
Worldwide, crop production is intrinsically intertwined with biological, environmental and economic ...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
The great diversity of agricultural activities and practices across the African continent has signif...
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...
By 2050, world population is estimated to reach 9.7 billion people (United Nations 2015). The increa...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
In order to evaluate food security, technology potential and the environmental impacts of production...
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...
Spatial data, which are data that include the coordinates (either by latitude/longitude or by other ...
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 ...
Data on global agricultural production are usually available as statistics at administrative units, ...
Worldwide, crop production is intrinsically intertwined with biological, environmental and economic ...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
The great diversity of agricultural activities and practices across the African continent has signif...
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...
By 2050, world population is estimated to reach 9.7 billion people (United Nations 2015). The increa...
Agricultural production statistics reported at country or sub-national geopolitical scales are used ...
In order to evaluate food security, technology potential and the environmental impacts of production...
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...
Spatial data, which are data that include the coordinates (either by latitude/longitude or by other ...
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 ...
Data on global agricultural production are usually available as statistics at administrative units, ...
Worldwide, crop production is intrinsically intertwined with biological, environmental and economic ...
While agricultural production statistics are reported on a geopolitical – often national - basis we ...
The great diversity of agricultural activities and practices across the African continent has signif...