Data or statistical facts on the situation and perspectives of agri-food systems and the impact of policies
The study conducts a comprehensive review of the use of predictive models to strengthen food security in Latin America, with an emphasis on Colombia. It analyzes 65 studies published between 2014 and 2024 that apply algorithms such as Random Forests and Neural Networks to anticipate agricultural yields, manage climate risks, and optimize resources. The results show that agricultural, climatic, and...
The agrifood supply chain of Latin America and the Caribbean (LAC) stands out for its resilience to the COVID-19 pandemic, and multiple studies have been conducted to analyze the differential impacts of the pandemic across firms and sectors. Less is known regarding the strategies implemented for business continuity during this catastrophic shock. The purpose of this study was to analyze the respon...
1 new portal (FIS GIS and Earth Observation Portal) has been launched by FSC that will enable auditors to access geospatial information of FSC-compliant forest areas in real time (Larrea et al., 2021).
100% of certified cocoa farmers in West Africa must provide their specific GPS coordinates to enable close monitoring via satellite technology according to Rainforest Alliance (Larrea et al., 2021).
4 hectares represents the minimum plot size (excluding cattle production) from which geolocation must be provided using polygons with enough latitude and longitude points to outline the perimeter of the land (Sarmiento, 2025).
6 decimal places minimum represents the precision required in latitude and longitude coordinates to identify the exact geographical location of land plots under the EUDR regulation (Sarmiento, 2025).
The 124 g LWG/kg DM represents the average feed conversion with 360 g/kg CP of RUP, being 10 g LWG/kg DM higher than with 260 g/kg CP of RUP (Corea et al., 2020).
85% more effective are agricultural extension programs that incorporate digital components for technology transfer in Latin America, being fundamental to materialize innovations and connect research with producers according to CAF evaluations (Velásquez, A., 2025).
45% could increase Latin American agricultural productive efficiency through the coordinated implementation of digital transformation strategies, including adapted mechanization and robotics, digital innovation, and artificial intelligence according to CAF projections (Velásquez, A., 2025).
50 million dollars annually at minimum are necessary to adequately finance the digital transformation of the agricultural sector in each Latin American country, according to estimates included in CAF's agricultural prosperity strategy (Velásquez, A., 2025).
