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Page 2 of 26                                               Salmerón et al. Carbon Footprints 2026, 5, 17





               decrease   irrigation   demand   and   provide   up   to   53   TWh   of   renewable   energy.   Trade-offs   occur   with   terrestrial
               ecotoxicity and freshwater eutrophication, but using more advanced and efficient panels can mitigate these burdens.
               Overall,  the  combined  implementation  of  biochar  and  agrivoltaics  can  co-deliver  across  multiple  environmental
               challenges,   from   local   valorization   of   residue   streams   to   enhanced   agroecosystem   resilience,   climate   change
               mitigation, adaptation, and renewable energy generation.



               INTRODUCTION
               The Mediterranean agricultural sector faces increasing vulnerabilities due to climate-driven threats and
               farming intensification, exacerbating primarily water scarcity and soil erosion, threatening regional food
               security and international economies [1-4] . Water availability is usually a main constraint for agricultural
               output, a challenge intensified by severe soil degradation processes . Conventional efforts to maximize crop
                                                                       [5]
               yields through intensive irrigation and fertilization have created negative feedbacks, paradoxically
               accelerating soil degradation and deepening the water crisis [1,6,7] . Breaking this cycle and sustaining long-term
               agricultural productivity requires innovative solutions that deliver multiple co-benefits. Among these,
               negative emission technologies (NETs) like biochar from agro-industrial waste and the deployment of
               agrivoltaic systems (AVS) are promising strategies that can simultaneously counteract land degradation
               processes, contribute to climate change mitigation and adaptation, improve soil water and nutrient retention,
               reduce crop water stress, and generate renewable energy [1,8-11] .

               Spain, a leading European agricultural producer , is experiencing severe soil degradation in a relatively
                                                         [12]
               large share of its agricultural area . The problem is particularly acute in the Andalusia region, where over
                                           [13]
               20% of agricultural land suffers from soil erosion rates exceeding 11 t ha  year , a threshold defined by the
                                                                             -1
                                                                                  -1
               European Union as “severe” [5,14] . Andalusia dominates global olive oil production, accounting for
               approximately 37% of the world's supply, and in turn it is the largest producer of residues from olive process
               industries . To meet rising global demand, the Andalusian olive industry has been shifting from traditional
                       [15]
               to intensive cultivation, characterized by high-density planting and mechanization . This intensification
                                                                                      [16]
               increases the dependency on irrigation, adding a critical vulnerability in a water-scarce region, and
               accelerates soil erosion trends . Projections of climate change impacts further increase risks of water
                                          [6,7]
               scarcity and soil degradation processes, creating an urgent need for sustainable management solutions in
               olive grove systems [17,18] .


               As the olive oil industry expands and intensifies, it creates new opportunities for higher-value utilization of
               the organic residues generated at both the agricultural and industrial stages. The Andalusian olive industry
               generates over 7 million tonnes (Mt) of residual biomass annually, derived from both olive oil processing
               plants and field pruning . About 80% of olive pruning biomass (OP) is crushed and chipped into the soil
                                    [19]
               allowing for nutrient recycling, although the benefits for soil organic carbon are minimal as residues quickly
               oxidize and their biogenic carbon content is returned to the atmosphere within a couple of years [15,19] .
               Another primary residue stream is wet pomace (WP), a residue from the olive oil extraction process
               consisting of a mix of pulp, stone, and water. WP has a high organic load and requires further treatment,
               often in pomace oil mills where a second oil extraction is carried out, yielding exhausted olive pomace (EOP)
               as a by-product. The most common management practice of EOP is combustion for electricity production in
               biomass power plants .
                                 [19]

               Given the existing local challenges that olive farms are facing and the need to deploy more sustainable
               farming practices, these residues represent an opportunity to contrast land degradation and increase climate
               resilience. A key strategy for valorizing these residues is the production of biochar, one of the most
               promising NETs [20,21] . Biochar is produced from biomass via pyrolysis, a process of thermal decomposition in
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