2 citations · 3 across the 3 of their papers we have counts for
4 papers
Is sub-metre resolution necessary for cocoa mapping? A landscape-stratified evaluation of very high resolution imagery, decametric Earth Observation inputs, and operational products in Cote d'Ivoire
Kasimir Orlowski, Filip Sabo, Michele Meroni +3
Accurate cocoa mapping is increasingly important for deforestation monitoring, supply-chain transparency, and regulatory applications. Spatial aggregation in conventional medium-re…
COLD-CI: A large-scale very high-resolution label polygon dataset for cocoa and non-cocoa classification in Cote d'Ivoire
Kasimir Orlowski, Michele Meroni, Astrid Verhegghen +4
Spatially explicit information on cocoa cultivation is essential for land-use planning, deforestation monitoring, environmental assessment, and supply-chain analysis. Although seve…
From Rows to Yields: How Foundation Models for Tabular Data Simplify Crop Yield Prediction
Filip Sabo, Michele Meroni, Maria Piles +5
We present an application of a foundation model for small- to medium-sized tabular data (TabPFN), to sub-national yield forecasting task in South Africa. TabPFN has recently demons…
A monthly sub-national Harmonized Food Insecurity Dataset for comprehensive analysis and predictive modeling
Mélissande Machefer, Michele Ronco, Anne-Claire Thomas +4
Food security is a complex, multidimensional concept challenging to measure comprehensively. Effective anticipation, monitoring, and mitigation of food crises require timely and co…