Ensembling Crop Models and Multi Criteria Analysis to Unlock Bioenergy From Marginal Lands: A Scenario‐Based Assessment From Italy
Open Access
- 6 July 2026
- journal article
- research article
- Published by Wiley in GCB Bioenergy
- Vol. 18 (8) , e70159
Abstract
Biofuels can play a crucial role in decarbonising transport by providing low‐carbon solutions for hard‐to‐abate sectors. Second‐generation feedstocks, cultivated on marginal lands, offer the potential to reduce the drawbacks associated with biofuels derived from food crops such as competition with food production. A Multi‐Criteria Analysis (MCA) coupled with a two‐model ensemble (DSSAT‐CROPGRO and ARMOSA) was used to quantify the gross bioenergy potential of the oil fraction of three underutilized crops: Carthamus tinctorius (Safflower), Ricinus communis (Castor bean), and Brassica carinata (Ethiopian mustard) on the identified Italian marginal lands. The MCA classified up to 38% of Italian agricultural land as marginal land. Both models performed well on calibration and evaluation datasets on phenology and yield with RRMSE values that varied from 2% to 28%. Long‐term simulations were used to map spatial patterns of productivity and to screen areas based on economic viability and interannual stability under contrasting management options. Depending on management and stability requirements, 1.0–2.41 Mha were suitable for bioenergy crops, corresponding to 16–50 PJ of gross feedstock energy. This represents a significant contribution to current Italian biofuel consumption, especially considering that Italy is a net importer of feedstocks for biofuel production. On a gross energy‐equivalent basis, these values correspond to 17%–52% of the current energy demand of aviation and shipping in Italy, although the actual contribution as final biofuel would be lower once downstream conversion and logistics losses are considered. Climate and soil variability strongly influence crop productivity, with a gradient observed from northern to southern Italy. Although biofuels cannot fully replace fossil fuels in transport, they can still play a pivotal role in hard‐to‐abate sectors, where alternatives remain limited.Keywords
This publication has 49 references indexed in Scilit:
- Marginal lands between recovery and valorization. An inclusive definition to support bio-energy supply chains. The Southern Italy contexts case studyAgricultural Systems, 2024
- Framework to guide modeling single and multiple abiotic stresses in arable cropsAgriculture, Ecosystems & Environment, 2022
- A new high‐resolution Meteorological Reanalysis Italian Dataset: MERIDAQuarterly Journal of the Royal Meteorological Society, 2019
- Global Perspectives on Underutilized Crops2018
- Multicriteria Analysis2018
- Can crop-climate models be accurate and precise? A case study for wheat production in DenmarkAgricultural and Forest Meteorology, 2015
- Design of a GIS and multi-criteria based land evaluation procedure for sustainable land-use planning at the regional levelAgriculture, Ecosystems & Environment, 2015
- Multiple Criteria Decision Analysis: State of the Art Surveys2005
- Implementation of MCDA: Practical Issues and Insights2002
- The CROPGRO model for grain legumes1998