Andreas Kiesel, Moritz von Cossel, John Clifton-Brown, Iris Lewandowski
{"title":"生物经济中边际农业用地的增值","authors":"Andreas Kiesel, Moritz von Cossel, John Clifton-Brown, Iris Lewandowski","doi":"10.1111/gcbb.13105","DOIUrl":null,"url":null,"abstract":"<p>The bioeconomy requires more sustainably produced biomass to make a positive societal impact. Sustainable biomass resources must neither compete directly with essential food supplies through competition for production resources, nor through indirect land use change (iLUC) displacing food production elsewhere (Clifton-Brown et al., <span>2023</span>). Utilization of marginal, abandoned and degraded land can provide low iLUC risk biomass which is in line with the Renewable Energy Directive RED II (European Union, <span>2018</span>). Marginal land, as defined by Elbersen et al. (<span>2017</span>), is estimated to represent a very large land resource of 38–53.5 million ha in the EU and the United Kingdom (Gerwin et al., <span>2018</span>; von Cossel, Lewandowski, et al., <span>2019</span>) and climate warming impacts are likely to speed up degradation of arable into marginal land (European Environment Agency [EEA], <span>2017</span>; IPCC, <span>2023</span>). Marginal lands are at particular risk of becoming abandoned and abandoned land areas are projected to increase by 5%–10% (4.8 million ha) in the EU and the United Kingdom by 2030 (Elbersen et al., <span>2022</span>; Perpiña Castillo et al., <span>2018</span>).</p><p>This Special Issue focuses on the ‘valorisation of marginal agricultural land for the bioeconomy’ to maximize exploitation of this land resource and is largely based on research performed in two EU-Horizon-2020-funded projects: GRACE (Growing advanced industrial crops on marginal lands for biorefineries, GA 745012, https://www.grace-bbi.eu/) and MAGIC (Marginal Lands for Growing Industrial Crops, GA 727698, https://magic-h2020.eu/). It is divided into four sections: Section 1 consists of seven studies assessing the potential of marginal land for crop production. Section 2 presents extensive field trial results for industrial crop cultivation using the model crop miscanthus and assessing the interactions between Genotype (or hybrid) × Environment × Management (G × E × M). Section 3 introduces results from studies on biomass utilization, ranging from biorefinery approaches for the production of novel biobased platform chemicals to direct material use. In Section 4, results of the environmental, social and techno-economic life cycle assessments of different value chains are presented. Finally, the aggregated ‘lessons learnt’ in the last decade of perennial biomass crop research are translated into recommendations to shape EU policy for the support of perennial cropping systems.</p><p>Early stage identification of land abandonment is necessary to maximize exploitation of marginal land. The study of Meijninger et al. (<span>2022</span>) introduces a novel approach for identifying arable land abandonment using radar coherence data in combination with a Random Forest model. The results of this study show that radar-based analysis is a relatively simple method to detect land abandonment at an early stage and allow monitoring and rapid policy response.</p><p>Marginal lands are typically characterized by constraints on plant growth. Perennial biomass crops, such as miscanthus, can produce sufficient biomass yields for commercial use on such conditions with only low input requirements. Awty-Carroll et al. (<span>2023</span>) tested eight intraspecific <i>Miscanthus sinensis</i> hybrids and six <i>Miscanthus sacchariflorus</i> × <i>Miscanthus sinensis</i> hybrids on seven marginal, contaminated and/or abandoned locations across Europe. Average yields ranged from 10 to 13.7 t DM ha<sup>−1</sup> with large hybrid-specific differences revealing the site-specific suitability of the hybrids. Data collected throughout the third growing season were used for calibration and validation of hybrid-specific early yield models by Shepherd et al. (<span>2023</span>). These models were applied to predict the potential dry matter yield of marginal land across Europe and need to be further improved by continued data generation. The yield potential maps on marginal land, although only based on early-cultivation-phase data, allow identification of high-performing hybrids for specific regions and sites.</p><p>Marginal lands are strongly affected by changing climate, and crops cultivated on marginal land are often more prone to extreme climatic conditions than those on better land. Ferdini et al. (<span>2023</span>) determined the impact of ongoing climate change on the suitability of the two contrasting perennial biomass crops giant reed (GR) (<i>Arundo donax</i> L.) and reed canary grass (RCG) (<i>Phalaris arundinacea</i> L.) for cultivation in Europe, including their potential cultivation area on marginal land. The results indicate that potential marginal-land cultivation areas for GR are located in Greece and southern Spain and for RCG in northern Europe, and are likely to increase by 24% and 13%, respectively, by the end of this century. The study shows that crop selection for marginal land will be affected by ongoing climate change and potential utilization pathways need to consider such impacts.</p><p>To achieve full yield potential on marginal sites, the most suitable choice of crop type and its agronomy are essential to ensure economic viability of marginal land utilization. Scordia et al. (<span>2022</span>) performed field trials at eight experimental sites in three different climatic zones in Europe to test the performance on marginal land of a range of advanced industrial crop species. The experimental sites include six marginality factors alone or in combination, and the biophysical constraints at each site were combined with adapted low-input management practices. The yield of the different site-specific low-input management systems ranged from −99% for industrial hemp in the Mediterranean to +210% for willow in the Continental zone compared to the site-specific control management system. These results highlight the importance of running field trials for the selection of the most profitable crop and management practice for each environment.</p><p>As a multi-purpose crop, hemp is of high interest for the bioeconomy since it can serve as feedstock for a plethora of biobased products, including long- and short-fibre materials, oil- and protein-based products and pharmaceuticals. In their review article, Blandinières and Amaducci (<span>2022</span>) show that hemp is a species that can be considered particularly susceptible to adverse conditions, especially in terms of soil characteristics and dry climates. With the exception of thallium, heavy metal contaminations do not appear to severely limit hemp's productivity, but might affect its economic viability due to limitations in marketing the produce. While drought conditions have a particularly negative effect on the productivity of hemp, it was identified as an added-value crop for income diversification in mountain environments less susceptible to drought.</p><p>Improving the cultivation of industrial crops on marginal land is a fundamental aspect of this Special Issue and the perennial C4 model crop miscanthus has been identified as particularly suitable for marginal land on account of its perennial nature, stress tolerance and high resource use efficiency (Lewandowski et al., <span>2016</span>).</p><p>In general, the establishment period is the most critical and challenging phase in perennial crop cultivation and successful establishment is a prerequisite for achieving timely and high productivity. However, on marginal land in particular, the optimum time window for planting is very narrow and limits upscaling. For this reason, Ashman et al. (<span>2023</span>) tested the application of degradable, transparent mulch film on newly planted miscanthus plantlets to de-risk and optimise establishment success and extend the suitable planting window for commercial upscaling using plantlets pre-grown in the glasshouse. The transparent mulch film protects the plantlets from damage by late frosts, drought and grazing and stimulates early growth by increasing soil temperature and moisture. Novel biobased, truly biodegradable mulch films were also tested successfully, helping to minimize the risk of microplastic pollution.</p><p>In-depth knowledge on site-specific early-season growth, canopy development and end-of-season ripening of novel hybrids is essential for continued breeding success and site-specific productivity optimization. The study of Magenau et al. (<span>2023</span>) assessed the early-season re-growth in different miscanthus hybrids cultivated across Europe. Significant differences in early canopy development were identified between the <i>M. sacchariflorus</i> × <i>M. sinensis</i> hybrids and the <i>M. sinensis</i> × <i>M. sinensis</i> hybrids. The study showed that the current breeding strategy of extending and maximizing radiation interception through the selection of early-emerging <i>M. sacchariflorus</i> × <i>M. sinensis</i> genotypes and fast canopy closure is only suitable for marginal land to limited extent, in particular for locations prone to late frost. Late-emerging and more frost-tolerant <i>M. sinensis</i> × <i>M. sinensis</i> hybrids are better adapted to such locations and a promising strategy for increasing productivity of such sites.</p><p>Drought is a very relevant constraint on marginal land and development of miscanthus hybrids with improved drought tolerance a promising mitigation and climate change adaptation strategy. Al Hassan et al. (<span>2022</span>) explored the genetic diversity present in 23 <i>M. sinensis</i> genotypes exposed to artificial water deficits to better understand the underlying response and drought tolerance mechanisms. A strong negative correlation was found between yield stability under stress conditions and yield in favourable conditions, showing that the most productive genotypes suffered most from stress conditions in terms of yield reduction and chlorophyll degradation. Lazarević et al. (<span>2022</span>) quantified drought-induced changes in eight novel <i>M. sinensis</i> seed-based hybrids at a juvenile seedling stage using non-destructive multispectral 3D imaging of plant morphology, colour and chlorophyll fluorescence imaging. While a sharp decline in Normalized Difference Vegetation Index (NDVI) was observed for the drought-sensitive hybrids compared to the control, the drought-resilient hybrids showed a stay-green strategy resulting in only a slight NDVI decline and a lower phenotypic plasticity. The multispectral imaging allowed rapid and non-destructive quantification of plant morphological and physiological responses under drought conditions and proved to be a rapid tool for effective screening of drought susceptibility traits.</p><p>The end-of-season ripening behaviour of miscanthus is a main driver for maintaining a high harvestable yield quantity, while achieving biomass quality requirements and minimizing nutrient offtakes by the harvested biomass. Magenau et al. (<span>2022</span>) studied the dynamics of the senescence processes of different miscanthus hybrids. Generally, it was found that delaying the harvest until spring reduced overall yield, moisture and nutrient contents for all novel hybrids tested. However, the late-ripening <i>M. sacchariflorus</i> × <i>M. sinensis</i> hybrids showed combined high yields and low nutrient contents only at lower latitudes. At higher latitudes, elevated nutrient contents and offtakes were observed due to too late and incomplete senescence, while the earlier-ripening <i>M. sinensis</i> × <i>M. sinensis</i> hybrid combined high yields with low nutrient offtakes. The results of this study allow for the development of site-specific adapted novel hybrids and provide valuable information for the sustainable crop management of these novel hybrids.</p><p>Moisture content at harvest in spring is not only influenced by miscanthus hybrid-specific senescence, but also by winter weather conditions, especially temperatures. The climate change-induced mild winter temperatures require increased breeding and selection to ensure low moisture contents are reached before harvest. Impollonia et al. (<span>2022</span>) assessed the dynamics of moisture content during senescence and overwinter ripening using unmanned aerial vehicle-based remote sensing for high-throughput plant phenotyping (HTPP) in 14 novel miscanthus hybrids. Machine learning and generalized additive modelling proved to be a powerful tool for HTPP and for the support of future field phenotyping for breeding selections.</p><p>In addition to hybrid and over-winter ripening characteristics, harvesting procedure can also impact biomass yield and quality. Magenau et al. (<span>2021</span>) assessed the impact of cutting height on biomass yield and nutrient offtakes in miscanthus hybrids with different morphologies. An average yield loss of 270 kg ha<sup>−1</sup> (0.83%) with each 1-cm increase in cutting height up to 40 cm was determined. Interestingly, the mineral (N, P, K, Ca) concentrations did not differ significantly in the lower basal sections and cutting height had only a limited influence on moisture content. Therefore, low cutting heights (e.g. 15 cm) appear a suitable approach to maximize utilization of the site-specific yield potential and maintain long-term productivity, but the potential long-term impacts on soil organic carbon also need to be monitored.</p><p>Industrial crops from marginal lands can be a relevant, low iLUC feedstock source for the developing bioeconomy, but their suitability for downstream processing and conversion into added-value biobased products, materials and biochemicals needs to be confirmed. Świątek et al. (<span>2022</span>) demonstrated and assessed all steps required for the production of 5-hydroxymethylfurfural (HMF) using miscanthus biomass and chicory roots to replace industrially applied hexose sugars. The paper presents the technical potential of utilizing biomass, including lignocellulosic biomass such as miscanthus, as a feedstock for HMF production in an environmentally friendly biorefinery process.</p><p>Building on this technological approach, Götz et al. (<span>2022</span>) presented a techno-economic analysis for processing miscanthus into high-value chemicals, including HMF, using process simulation. The techno-economic analysis was based on a regional, modular on-farm biorefinery concept for the production of platform chemicals (HMF), furfural and phenols from miscanthus biomass. It was shown that, with an accuracy of ±15%, regional biorefineries could currently already provide platform chemicals at prices of 2.21–2.90 EUR kg<sup>−1</sup> HMF. This demonstrates the strong technical potential of modular lignocellulosic biorefineries, but at still higher costs than fossil-based platform chemicals.</p><p>For direct material use, the physical and mechanical properties of the biomass play a dominant role in determining its suitability for specific applications. Brancourt-Hulmel et al. (<span>2021</span>) assessed the impact of genotype-specific biomass quality on the mechanical properties of polypropylene composite materials reinforced with miscanthus particles. The results of this paper showed that genotype-specific biomass quality parameters impact tensile strength of the composite material. In particular, large cross-stem sections, plant height, lignin and <i>p</i>-coumaric acid contents had a positive impact, and need to be considered in composite value chains.</p><p>The transition to a green bioeconomy needs to be monitored closely to ensure environmental, economic and social soundness of the proposed solutions. Life cycle assessment (LCA) is a tool widely recognized for the assessment of potential environmental impacts, but is labour-intensive, costly and requires expert knowledge. To overcome these aspects, Lask, Kam, et al. (<span>2021</span>) developed a simplified, practice-oriented LCA model for the computation of greenhouse gas (GHG) emissions associated with commercial miscanthus cultivation. The following six of 38 parameters were identified as relevant for the overall results: soil carbon sequestration, harvestable yield, duration of cultivation period, quantity of nitrogen and potassium fertilizer applied and distance between the field and the customer. Such a simplified ‘parsimonious’ model allows practitioners an easy, rapid but still relatively accurate first assessment of the GHG emissions associated with the production and supply of miscanthus.</p><p>In addition to this simplification approach, Lask, Rukavina, et al. (<span>2021</span>) also performed a detailed assessment of a bioethanol value chain using the feedstock miscanthus in a realistic biorefinery project scenario in Croatia. The assessment evaluated the GHG reduction potential of miscanthus ethanol, taking into account biological carbon sequestration in soil during miscanthus cultivation and the technological carbon capture and storage (CCS) of CO<sub>2</sub>-rich fermentation off-gas in exploited oil reservoirs. Lask, Rukavina, et al. (<span>2021</span>) showed that an ethanol biorefinery combined with CCS could achieve a GHG reduction potential between 104% and 138% and thus make a significant contribution to EU emission reduction targets in the transport sector.</p><p>In addition to low-emission biofuels, novel biobased platform chemicals are also required to achieve ‘de-fossilization’ of the chemical industry. The platform chemical HMF is expected to play a major role here, but is currently mainly produced from edible biomass, such as high-fructose corn syrup (HFCS). Götz et al. (<span>2023</span>) assessed the potential environmental benefits of replacing HFCS by lignocellulosic miscanthus as feedstock in HMF production. The miscanthus-based biorefinery concept had advantages over the HFCS-based approach in all analysed impact categories, except land occupation, clearly showing the benefits of shifting from edible, first-generation feedstocks to food-first compliant, lignocellulosic ones.</p><p>Social aspects play a major role in the holistic sustainability and social acceptance of innovations, but sustainability assessments often focus merely on environmental aspects. Marting Vidaurre et al. (<span>2023</span>) investigated the willingness of farmers in Croatia to cultivate miscanthus for provision as feedstock in biobased industries, considering both challenges and opportunities. Their study revealed that the farmers were mainly concerned with the following social aspects: health and safety, access to water, land consolidation and rights, income and local employment and food security. In the case of miscanthus in Croatia, a major barrier identified was the loss of agricultural subsidies paid per unit area of agricultural land if converted to miscanthus cultivation. This shows the importance of agricultural policy for the implementation of biobased value chains.</p><p>For the technical R&D concepts presented in this Special Issue to contribute to a thriving bioeconomy, policy measures need to be given careful consideration at all stages from biomass production to end use. Clifton-Brown et al. (<span>2023</span>) produced a balanced review of the environmental benefits and ecosystem services of perennial biomass crops (PBCs) and also their disbenefits. The authors recommend the following policy recommendations: (1) incentives for farmers and land owners for the establishment of PBC on land of low productivity; (2) carbon credit markets for carbon sequestration in biomaterials; (3) innovation support in biobased value chains; and (4) continued long-term, strategic R&D in agricultural and biomass sectors. All policies need to make sure that farmers, land owners, industrialists, scientists and policy makers join forces to implement PBC as a significant negative emission technology and to shape our transition to a sustainable bioeconomy.</p><p>The authors declare no conflict of interest.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"15 12","pages":"1418-1423"},"PeriodicalIF":5.9000,"publicationDate":"2023-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.13105","citationCount":"0","resultStr":"{\"title\":\"Valorisation of marginal agricultural land in the bioeconomy\",\"authors\":\"Andreas Kiesel, Moritz von Cossel, John Clifton-Brown, Iris Lewandowski\",\"doi\":\"10.1111/gcbb.13105\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The bioeconomy requires more sustainably produced biomass to make a positive societal impact. Sustainable biomass resources must neither compete directly with essential food supplies through competition for production resources, nor through indirect land use change (iLUC) displacing food production elsewhere (Clifton-Brown et al., <span>2023</span>). Utilization of marginal, abandoned and degraded land can provide low iLUC risk biomass which is in line with the Renewable Energy Directive RED II (European Union, <span>2018</span>). Marginal land, as defined by Elbersen et al. (<span>2017</span>), is estimated to represent a very large land resource of 38–53.5 million ha in the EU and the United Kingdom (Gerwin et al., <span>2018</span>; von Cossel, Lewandowski, et al., <span>2019</span>) and climate warming impacts are likely to speed up degradation of arable into marginal land (European Environment Agency [EEA], <span>2017</span>; IPCC, <span>2023</span>). Marginal lands are at particular risk of becoming abandoned and abandoned land areas are projected to increase by 5%–10% (4.8 million ha) in the EU and the United Kingdom by 2030 (Elbersen et al., <span>2022</span>; Perpiña Castillo et al., <span>2018</span>).</p><p>This Special Issue focuses on the ‘valorisation of marginal agricultural land for the bioeconomy’ to maximize exploitation of this land resource and is largely based on research performed in two EU-Horizon-2020-funded projects: GRACE (Growing advanced industrial crops on marginal lands for biorefineries, GA 745012, https://www.grace-bbi.eu/) and MAGIC (Marginal Lands for Growing Industrial Crops, GA 727698, https://magic-h2020.eu/). It is divided into four sections: Section 1 consists of seven studies assessing the potential of marginal land for crop production. Section 2 presents extensive field trial results for industrial crop cultivation using the model crop miscanthus and assessing the interactions between Genotype (or hybrid) × Environment × Management (G × E × M). Section 3 introduces results from studies on biomass utilization, ranging from biorefinery approaches for the production of novel biobased platform chemicals to direct material use. In Section 4, results of the environmental, social and techno-economic life cycle assessments of different value chains are presented. Finally, the aggregated ‘lessons learnt’ in the last decade of perennial biomass crop research are translated into recommendations to shape EU policy for the support of perennial cropping systems.</p><p>Early stage identification of land abandonment is necessary to maximize exploitation of marginal land. The study of Meijninger et al. (<span>2022</span>) introduces a novel approach for identifying arable land abandonment using radar coherence data in combination with a Random Forest model. The results of this study show that radar-based analysis is a relatively simple method to detect land abandonment at an early stage and allow monitoring and rapid policy response.</p><p>Marginal lands are typically characterized by constraints on plant growth. Perennial biomass crops, such as miscanthus, can produce sufficient biomass yields for commercial use on such conditions with only low input requirements. Awty-Carroll et al. (<span>2023</span>) tested eight intraspecific <i>Miscanthus sinensis</i> hybrids and six <i>Miscanthus sacchariflorus</i> × <i>Miscanthus sinensis</i> hybrids on seven marginal, contaminated and/or abandoned locations across Europe. Average yields ranged from 10 to 13.7 t DM ha<sup>−1</sup> with large hybrid-specific differences revealing the site-specific suitability of the hybrids. Data collected throughout the third growing season were used for calibration and validation of hybrid-specific early yield models by Shepherd et al. (<span>2023</span>). These models were applied to predict the potential dry matter yield of marginal land across Europe and need to be further improved by continued data generation. The yield potential maps on marginal land, although only based on early-cultivation-phase data, allow identification of high-performing hybrids for specific regions and sites.</p><p>Marginal lands are strongly affected by changing climate, and crops cultivated on marginal land are often more prone to extreme climatic conditions than those on better land. Ferdini et al. (<span>2023</span>) determined the impact of ongoing climate change on the suitability of the two contrasting perennial biomass crops giant reed (GR) (<i>Arundo donax</i> L.) and reed canary grass (RCG) (<i>Phalaris arundinacea</i> L.) for cultivation in Europe, including their potential cultivation area on marginal land. The results indicate that potential marginal-land cultivation areas for GR are located in Greece and southern Spain and for RCG in northern Europe, and are likely to increase by 24% and 13%, respectively, by the end of this century. The study shows that crop selection for marginal land will be affected by ongoing climate change and potential utilization pathways need to consider such impacts.</p><p>To achieve full yield potential on marginal sites, the most suitable choice of crop type and its agronomy are essential to ensure economic viability of marginal land utilization. Scordia et al. (<span>2022</span>) performed field trials at eight experimental sites in three different climatic zones in Europe to test the performance on marginal land of a range of advanced industrial crop species. The experimental sites include six marginality factors alone or in combination, and the biophysical constraints at each site were combined with adapted low-input management practices. The yield of the different site-specific low-input management systems ranged from −99% for industrial hemp in the Mediterranean to +210% for willow in the Continental zone compared to the site-specific control management system. These results highlight the importance of running field trials for the selection of the most profitable crop and management practice for each environment.</p><p>As a multi-purpose crop, hemp is of high interest for the bioeconomy since it can serve as feedstock for a plethora of biobased products, including long- and short-fibre materials, oil- and protein-based products and pharmaceuticals. In their review article, Blandinières and Amaducci (<span>2022</span>) show that hemp is a species that can be considered particularly susceptible to adverse conditions, especially in terms of soil characteristics and dry climates. With the exception of thallium, heavy metal contaminations do not appear to severely limit hemp's productivity, but might affect its economic viability due to limitations in marketing the produce. While drought conditions have a particularly negative effect on the productivity of hemp, it was identified as an added-value crop for income diversification in mountain environments less susceptible to drought.</p><p>Improving the cultivation of industrial crops on marginal land is a fundamental aspect of this Special Issue and the perennial C4 model crop miscanthus has been identified as particularly suitable for marginal land on account of its perennial nature, stress tolerance and high resource use efficiency (Lewandowski et al., <span>2016</span>).</p><p>In general, the establishment period is the most critical and challenging phase in perennial crop cultivation and successful establishment is a prerequisite for achieving timely and high productivity. However, on marginal land in particular, the optimum time window for planting is very narrow and limits upscaling. For this reason, Ashman et al. (<span>2023</span>) tested the application of degradable, transparent mulch film on newly planted miscanthus plantlets to de-risk and optimise establishment success and extend the suitable planting window for commercial upscaling using plantlets pre-grown in the glasshouse. The transparent mulch film protects the plantlets from damage by late frosts, drought and grazing and stimulates early growth by increasing soil temperature and moisture. Novel biobased, truly biodegradable mulch films were also tested successfully, helping to minimize the risk of microplastic pollution.</p><p>In-depth knowledge on site-specific early-season growth, canopy development and end-of-season ripening of novel hybrids is essential for continued breeding success and site-specific productivity optimization. The study of Magenau et al. (<span>2023</span>) assessed the early-season re-growth in different miscanthus hybrids cultivated across Europe. Significant differences in early canopy development were identified between the <i>M. sacchariflorus</i> × <i>M. sinensis</i> hybrids and the <i>M. sinensis</i> × <i>M. sinensis</i> hybrids. The study showed that the current breeding strategy of extending and maximizing radiation interception through the selection of early-emerging <i>M. sacchariflorus</i> × <i>M. sinensis</i> genotypes and fast canopy closure is only suitable for marginal land to limited extent, in particular for locations prone to late frost. Late-emerging and more frost-tolerant <i>M. sinensis</i> × <i>M. sinensis</i> hybrids are better adapted to such locations and a promising strategy for increasing productivity of such sites.</p><p>Drought is a very relevant constraint on marginal land and development of miscanthus hybrids with improved drought tolerance a promising mitigation and climate change adaptation strategy. Al Hassan et al. (<span>2022</span>) explored the genetic diversity present in 23 <i>M. sinensis</i> genotypes exposed to artificial water deficits to better understand the underlying response and drought tolerance mechanisms. A strong negative correlation was found between yield stability under stress conditions and yield in favourable conditions, showing that the most productive genotypes suffered most from stress conditions in terms of yield reduction and chlorophyll degradation. Lazarević et al. (<span>2022</span>) quantified drought-induced changes in eight novel <i>M. sinensis</i> seed-based hybrids at a juvenile seedling stage using non-destructive multispectral 3D imaging of plant morphology, colour and chlorophyll fluorescence imaging. While a sharp decline in Normalized Difference Vegetation Index (NDVI) was observed for the drought-sensitive hybrids compared to the control, the drought-resilient hybrids showed a stay-green strategy resulting in only a slight NDVI decline and a lower phenotypic plasticity. The multispectral imaging allowed rapid and non-destructive quantification of plant morphological and physiological responses under drought conditions and proved to be a rapid tool for effective screening of drought susceptibility traits.</p><p>The end-of-season ripening behaviour of miscanthus is a main driver for maintaining a high harvestable yield quantity, while achieving biomass quality requirements and minimizing nutrient offtakes by the harvested biomass. Magenau et al. (<span>2022</span>) studied the dynamics of the senescence processes of different miscanthus hybrids. Generally, it was found that delaying the harvest until spring reduced overall yield, moisture and nutrient contents for all novel hybrids tested. However, the late-ripening <i>M. sacchariflorus</i> × <i>M. sinensis</i> hybrids showed combined high yields and low nutrient contents only at lower latitudes. At higher latitudes, elevated nutrient contents and offtakes were observed due to too late and incomplete senescence, while the earlier-ripening <i>M. sinensis</i> × <i>M. sinensis</i> hybrid combined high yields with low nutrient offtakes. The results of this study allow for the development of site-specific adapted novel hybrids and provide valuable information for the sustainable crop management of these novel hybrids.</p><p>Moisture content at harvest in spring is not only influenced by miscanthus hybrid-specific senescence, but also by winter weather conditions, especially temperatures. The climate change-induced mild winter temperatures require increased breeding and selection to ensure low moisture contents are reached before harvest. Impollonia et al. (<span>2022</span>) assessed the dynamics of moisture content during senescence and overwinter ripening using unmanned aerial vehicle-based remote sensing for high-throughput plant phenotyping (HTPP) in 14 novel miscanthus hybrids. Machine learning and generalized additive modelling proved to be a powerful tool for HTPP and for the support of future field phenotyping for breeding selections.</p><p>In addition to hybrid and over-winter ripening characteristics, harvesting procedure can also impact biomass yield and quality. Magenau et al. (<span>2021</span>) assessed the impact of cutting height on biomass yield and nutrient offtakes in miscanthus hybrids with different morphologies. An average yield loss of 270 kg ha<sup>−1</sup> (0.83%) with each 1-cm increase in cutting height up to 40 cm was determined. Interestingly, the mineral (N, P, K, Ca) concentrations did not differ significantly in the lower basal sections and cutting height had only a limited influence on moisture content. Therefore, low cutting heights (e.g. 15 cm) appear a suitable approach to maximize utilization of the site-specific yield potential and maintain long-term productivity, but the potential long-term impacts on soil organic carbon also need to be monitored.</p><p>Industrial crops from marginal lands can be a relevant, low iLUC feedstock source for the developing bioeconomy, but their suitability for downstream processing and conversion into added-value biobased products, materials and biochemicals needs to be confirmed. Świątek et al. (<span>2022</span>) demonstrated and assessed all steps required for the production of 5-hydroxymethylfurfural (HMF) using miscanthus biomass and chicory roots to replace industrially applied hexose sugars. The paper presents the technical potential of utilizing biomass, including lignocellulosic biomass such as miscanthus, as a feedstock for HMF production in an environmentally friendly biorefinery process.</p><p>Building on this technological approach, Götz et al. (<span>2022</span>) presented a techno-economic analysis for processing miscanthus into high-value chemicals, including HMF, using process simulation. The techno-economic analysis was based on a regional, modular on-farm biorefinery concept for the production of platform chemicals (HMF), furfural and phenols from miscanthus biomass. It was shown that, with an accuracy of ±15%, regional biorefineries could currently already provide platform chemicals at prices of 2.21–2.90 EUR kg<sup>−1</sup> HMF. This demonstrates the strong technical potential of modular lignocellulosic biorefineries, but at still higher costs than fossil-based platform chemicals.</p><p>For direct material use, the physical and mechanical properties of the biomass play a dominant role in determining its suitability for specific applications. Brancourt-Hulmel et al. (<span>2021</span>) assessed the impact of genotype-specific biomass quality on the mechanical properties of polypropylene composite materials reinforced with miscanthus particles. The results of this paper showed that genotype-specific biomass quality parameters impact tensile strength of the composite material. In particular, large cross-stem sections, plant height, lignin and <i>p</i>-coumaric acid contents had a positive impact, and need to be considered in composite value chains.</p><p>The transition to a green bioeconomy needs to be monitored closely to ensure environmental, economic and social soundness of the proposed solutions. Life cycle assessment (LCA) is a tool widely recognized for the assessment of potential environmental impacts, but is labour-intensive, costly and requires expert knowledge. To overcome these aspects, Lask, Kam, et al. (<span>2021</span>) developed a simplified, practice-oriented LCA model for the computation of greenhouse gas (GHG) emissions associated with commercial miscanthus cultivation. The following six of 38 parameters were identified as relevant for the overall results: soil carbon sequestration, harvestable yield, duration of cultivation period, quantity of nitrogen and potassium fertilizer applied and distance between the field and the customer. Such a simplified ‘parsimonious’ model allows practitioners an easy, rapid but still relatively accurate first assessment of the GHG emissions associated with the production and supply of miscanthus.</p><p>In addition to this simplification approach, Lask, Rukavina, et al. (<span>2021</span>) also performed a detailed assessment of a bioethanol value chain using the feedstock miscanthus in a realistic biorefinery project scenario in Croatia. The assessment evaluated the GHG reduction potential of miscanthus ethanol, taking into account biological carbon sequestration in soil during miscanthus cultivation and the technological carbon capture and storage (CCS) of CO<sub>2</sub>-rich fermentation off-gas in exploited oil reservoirs. Lask, Rukavina, et al. (<span>2021</span>) showed that an ethanol biorefinery combined with CCS could achieve a GHG reduction potential between 104% and 138% and thus make a significant contribution to EU emission reduction targets in the transport sector.</p><p>In addition to low-emission biofuels, novel biobased platform chemicals are also required to achieve ‘de-fossilization’ of the chemical industry. The platform chemical HMF is expected to play a major role here, but is currently mainly produced from edible biomass, such as high-fructose corn syrup (HFCS). Götz et al. (<span>2023</span>) assessed the potential environmental benefits of replacing HFCS by lignocellulosic miscanthus as feedstock in HMF production. The miscanthus-based biorefinery concept had advantages over the HFCS-based approach in all analysed impact categories, except land occupation, clearly showing the benefits of shifting from edible, first-generation feedstocks to food-first compliant, lignocellulosic ones.</p><p>Social aspects play a major role in the holistic sustainability and social acceptance of innovations, but sustainability assessments often focus merely on environmental aspects. Marting Vidaurre et al. (<span>2023</span>) investigated the willingness of farmers in Croatia to cultivate miscanthus for provision as feedstock in biobased industries, considering both challenges and opportunities. Their study revealed that the farmers were mainly concerned with the following social aspects: health and safety, access to water, land consolidation and rights, income and local employment and food security. In the case of miscanthus in Croatia, a major barrier identified was the loss of agricultural subsidies paid per unit area of agricultural land if converted to miscanthus cultivation. This shows the importance of agricultural policy for the implementation of biobased value chains.</p><p>For the technical R&D concepts presented in this Special Issue to contribute to a thriving bioeconomy, policy measures need to be given careful consideration at all stages from biomass production to end use. Clifton-Brown et al. (<span>2023</span>) produced a balanced review of the environmental benefits and ecosystem services of perennial biomass crops (PBCs) and also their disbenefits. The authors recommend the following policy recommendations: (1) incentives for farmers and land owners for the establishment of PBC on land of low productivity; (2) carbon credit markets for carbon sequestration in biomaterials; (3) innovation support in biobased value chains; and (4) continued long-term, strategic R&D in agricultural and biomass sectors. All policies need to make sure that farmers, land owners, industrialists, scientists and policy makers join forces to implement PBC as a significant negative emission technology and to shape our transition to a sustainable bioeconomy.</p><p>The authors declare no conflict of interest.</p>\",\"PeriodicalId\":55126,\"journal\":{\"name\":\"Global Change Biology Bioenergy\",\"volume\":\"15 12\",\"pages\":\"1418-1423\"},\"PeriodicalIF\":5.9000,\"publicationDate\":\"2023-11-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.13105\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Global Change Biology Bioenergy\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/gcbb.13105\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRONOMY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Global Change Biology Bioenergy","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/gcbb.13105","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0
摘要
生物经济需要更多可持续生产的生物质来产生积极的社会影响。可持续生物质资源既不能通过竞争生产资源直接与基本粮食供应竞争,也不能通过间接土地利用变化(iLUC)取代其他地方的粮食生产(Clifton-Brown et al., 2023)。利用边际、废弃和退化土地可以提供低iLUC风险的生物质,这符合可再生能源指令RED II(欧盟,2018年)。Elbersen等人(2017)定义的边际土地估计代表了欧盟和英国的3800 - 5350万公顷的非常大的土地资源(Gerwin等人,2018;von Cossel, Lewandowski等,2019)和气候变暖影响可能加速可耕地退化为边际土地(欧洲环境署,2017;联合国政府间气候变化专门委员会,2023)。边缘土地特别容易被遗弃,预计到2030年,欧盟和英国的废弃土地面积将增加5%-10%(480万公顷)(Elbersen等人,2022年;Perpiña Castillo et al., 2018)。本期特刊重点关注“边际农业用地的生物经济价值”,以最大限度地利用这一土地资源,主要基于欧盟地平线2020资助的两个项目所进行的研究:GRACE(在生物精炼的边际土地上种植先进的工业作物,GA 745012, https://www.grace-bbi.eu/)和MAGIC(边际土地种植工业作物,GA 727698, https://magic-h2020.eu/)。它分为四个部分:第一部分包括七个评估边际土地作物生产潜力的研究。第2节介绍了使用模式作物芒草进行工业作物栽培的广泛田间试验结果,并评估了基因型(或杂交)×环境×管理(G × E × M)之间的相互作用。第3节介绍了生物质利用研究的结果,从生产新型生物基平台化学品的生物炼制方法到直接材料使用。在第4节中,给出了不同价值链的环境、社会和技术经济生命周期评估的结果。最后,在过去十年多年生生物质作物研究中汇总的“经验教训”被转化为建议,以形成欧盟支持多年生作物系统的政策。为了最大限度地利用边际土地,早期识别撂荒是必要的。Meijninger等人(2022)的研究引入了一种利用雷达相干数据结合随机森林模型识别耕地废弃的新方法。研究结果表明,基于雷达的分析是一种相对简单的方法,可以在早期发现土地遗弃,并允许监测和快速政策响应。边缘土地的典型特点是植物生长受到限制。多年生生物质作物,如芒草,在这种条件下只需较低的投入就能产生足够的生物质产量用于商业用途。Awty-Carroll等人(2023)在欧洲7个边缘、污染和/或废弃的地点测试了8个种内芒种和6个sacchariflorus × Miscanthus sinensis杂交品种。平均产量在10 ~ 13.7 t DM / ha - 1之间,杂种特异性差异较大,显示了杂种的地点特异性适宜性。Shepherd等人(2023)将整个第三个生长季节收集的数据用于校准和验证杂交品种特有的早期产量模型。这些模型被用于预测整个欧洲边缘土地的潜在干物质产量,需要通过持续的数据生成进一步改进。边际土地上的产量潜力图,虽然只是基于早期耕作阶段的数据,但可以识别出特定地区和地点的高性能杂交品种。边缘土地受到气候变化的强烈影响,在边缘土地上种植的作物往往比在较好土地上种植的作物更容易受到极端气候条件的影响。Ferdini et al.(2023)确定了持续的气候变化对两种对比多年生生物质作物巨芦苇(GR) (Arundo donax L.)和芦苇金丝雀草(RCG) (Phalaris arundinacea L.)在欧洲种植的适宜性的影响,包括它们在边缘土地上的潜在种植面积。结果表明,希腊和西班牙南部以及北欧的RCG的潜在边缘土地种植面积,到本世纪末可能分别增加24%和13%。研究表明,持续的气候变化将影响边缘土地的作物选择,潜在的利用途径需要考虑这种影响。 为了在边际土地上充分发挥产量潜力,最合适的作物类型及其农艺选择对于确保边际土地利用的经济可行性至关重要。Scordia等人(2022)在欧洲三个不同气候带的八个试验点进行了田间试验,以测试一系列先进工业作物物种在边缘土地上的表现。这些试验点包括单独或组合的6个边缘因子,每个试验点的生物物理约束与适应性低投入管理实践相结合。与特定地点控制管理系统相比,不同地点特定低投入管理系统的产量从地中海工业大麻的- 99%到大陆地区柳树的+210%不等。这些结果突出了在每种环境下进行田间试验以选择最有利可图的作物和管理实践的重要性。作为一种多用途作物,大麻对生物经济具有很高的兴趣,因为它可以作为大量生物基产品的原料,包括长纤维和短纤维材料,油和蛋白质基产品以及药品。在他们的综述文章中,blandini<e:1> res和Amaducci(2022)表明,大麻是一种特别容易受到不利条件影响的物种,特别是在土壤特征和干燥气候方面。除铊外,重金属污染似乎并没有严重限制大麻的生产力,但由于销售产品的限制,可能会影响其经济可行性。虽然干旱条件对大麻的生产力有特别不利的影响,但它被确定为在不易受干旱影响的山区环境中实现收入多样化的增值作物。改善边缘土地上经济作物的种植是本特刊的一个基本方面,多年生C4模式作物芒草因其多年生性质、耐受性和资源利用效率高而被确定为特别适合边缘土地的作物(Lewandowski等,2016)。一般来说,建立期是多年生作物种植中最关键和最具挑战性的阶段,成功建立是实现及时高产的先决条件。然而,特别是在边缘土地上,种植的最佳时间窗口非常狭窄,限制了扩大规模。因此,Ashman等人(2023)测试了可降解透明地膜在新种植的芒草幼苗上的应用,以降低风险并优化建立成功,并延长适合的种植窗口,以便使用在温室中预先生长的植株进行商业升级。透明的地膜可以保护幼苗免受晚霜、干旱和放牧的伤害,并通过增加土壤温度和湿度来刺激幼苗的早期生长。新型生物基、真正可生物降解的地膜也得到了成功的测试,有助于将微塑料污染的风险降至最低。深入了解新杂交种的季前生长、冠层发育和季末成熟对持续的育种成功和特定地点的生产力优化至关重要。Magenau等人(2023)的研究评估了在欧洲种植的不同芒草杂交品种的早季再生率。在早期冠层发育方面,不同树种间存在显著差异。中华白鱀豚杂交品种和中华白鱀豚杂交品种。制成混合动力车。研究表明,当前的育种策略是通过选择早出的sacchariflorus × M来扩大和最大化辐射拦截。白杨基因型和快速闭合树冠只在有限范围内适用于边缘土地,特别是容易发生晚霜的地区。晚出苗和耐寒性较强的白桦。中华白鲟杂交品种能更好地适应这些地方,是提高这些地方生产力的一种有希望的策略。干旱是对边际土地和具有更好耐旱性的芒草杂交种开发的一个非常相关的制约因素,是一种有希望的缓解和气候变化适应战略。Al Hassan等人(2022)探索了23种暴露于人工缺水条件下的中华水杨基因型的遗传多样性,以更好地了解潜在的响应和耐旱机制。胁迫条件下的产量稳定性与有利条件下的产量呈显著负相关,表明高产基因型在减产和叶绿素降解方面受胁迫的影响最大。lazareviki等人(2022)利用植物形态、颜色和叶绿素荧光成像的非破坏性多光谱3D成像技术,量化了8种新型紫杉种子杂交植物在幼苗期的干旱诱导变化。 与对照相比,干旱敏感杂交种的归一化植被指数(NDVI)急剧下降,而抗旱杂交种则表现出保持绿色的策略,导致NDVI略有下降,表型可塑性较低。多光谱成像技术可以快速、无损地定量分析干旱条件下植物的形态和生理反应,是一种快速、有效筛选干旱敏感性性状的工具。芒草的季末成熟行为是维持高可收获产量的主要驱动因素,同时达到生物质质量要求并最大限度地减少收获生物量的养分消耗。Magenau et al.(2022)研究了不同芒草杂交种衰老过程的动态。一般来说,推迟到春季收获会降低所有新杂交种的总产量、水分和养分含量。然而,晚熟的M. sacchariflorus × M.;杂种只有在低纬度地区才表现出高产和低营养含量的组合。在高纬度地区,由于衰老过晚和不完全,营养成分含量和摄取量升高;中华海参杂交品种具有高产和低养分消耗的特点。本研究的结果为开发适应特定地点的新杂交种提供了依据,并为这些新杂交种的可持续作物管理提供了有价值的信息。春季收获时水分含量不仅受芒种特有衰老的影响,还受冬季气候条件尤其是温度的影响。气候变化引起的冬季温和温度要求增加育种和选择,以确保在收获前达到低水分含量。Impollonia等人(2022)利用无人机遥感技术对14种新型芒草杂交品种进行了高通量植物表型(HTPP)分析,评估了衰老和越冬成熟期间水分含量的动态变化。机器学习和广义加性建模被证明是HTPP的强大工具,并支持未来育种选择的田间表型。除了杂交和越冬成熟特征外,收获程序也会影响生物量产量和质量。Magenau等人(2021)评估了刈割高度对不同形态芒草杂交种生物量产量和养分吸收的影响。在40 cm以下,每增加1 cm,平均产量损失为270 kg ha - 1(0.83%)。有趣的是,矿物(N, P, K, Ca)浓度在较低的基段没有显著差异,切割高度对水分含量的影响有限。因此,低采伐高度(例如15 cm)似乎是最大限度地利用特定场地的产量潜力和保持长期生产力的合适方法,但对土壤有机碳的潜在长期影响也需要监测。来自边缘土地的工业作物可能是发展中生物经济的相关低iLUC原料来源,但它们是否适合下游加工和转化为增值的生物基产品、材料和生物化学品需要得到证实。Świątek等人(2022)演示并评估了利用芒草生物量和菊苣根替代工业应用的己糖生产5-羟甲基糠醛(HMF)所需的所有步骤。本文介绍了利用生物质的技术潜力,包括木质纤维素生物质,如芒草,作为环境友好型生物炼制过程中生产HMF的原料。在此技术方法的基础上,Götz等人(2022)提出了利用过程模拟将芒草加工成高价值化学品(包括HMF)的技术经济分析。技术经济分析基于区域模块化农场生物炼制概念,用于从芒草生物质中生产平台化学品(HMF)、糠醛和酚。结果表明,在±15%的精度下,区域生物精炼厂目前已经可以以2.21-2.90欧元/公斤- 1 HMF的价格提供平台化学品。这表明模块化木质纤维素生物精炼厂具有强大的技术潜力,但成本仍然高于基于化石的平台化学品。对于直接的材料使用,生物质的物理和机械性能在决定其特定应用的适用性方面起着主导作用。Brancourt-Hulmel等人(2021)评估了基因型特异性生物量质量对芒草颗粒增强聚丙烯复合材料力学性能的影响。结果表明,不同基因型的生物量质量参数对复合材料的抗拉强度有影响。 特别是,大横茎段、株高、木质素和对香豆酸含量具有积极影响,需要在复合价值链中加以考虑。向绿色生物经济的过渡需要密切监测,以确保所提出的解决方案在环境、经济和社会方面的合理性。生命周期评价(LCA)是一种广泛认可的评估潜在环境影响的工具,但这是一项劳动密集、成本高昂且需要专业知识的工作。为了克服这些问题,Lask、Kam等(2021)开发了一种简化的、面向实践的LCA模型,用于计算与商业芒草种植相关的温室气体(GHG)排放。在38个参数中,以下6个参数与总体结果相关:土壤固碳量、可收获产量、栽培周期、氮肥和钾肥施用量以及田地与客户之间的距离。这样一个简化的“简约”模型允许从业者对与芒草生产和供应相关的温室气体排放进行简单、快速但仍然相对准确的首次评估。除了这种简化方法之外,Lask, Rukavina等人(2021)还在克罗地亚的一个现实生物炼制项目中使用原料芒草对生物乙醇价值链进行了详细评估。考虑到芒草种植过程中土壤中的生物固碳和已开发油藏中富含二氧化碳的发酵废气的技术碳捕获与封存(CCS),评估了芒草乙醇的温室气体减排潜力。Lask, Rukavina等人(2021)表明,结合CCS的乙醇生物精炼厂可以实现104%至138%的温室气体减排潜力,从而为欧盟在运输部门的减排目标做出重大贡献。除了低排放的生物燃料,还需要新型的生物基平台化学品来实现化学工业的“去化石化”。平台化学物质HMF有望在这方面发挥重要作用,但目前主要由可食用生物质生产,如高果糖玉米糖浆(HFCS)。Götz等人(2023)评估了用木质纤维素芒草作为HMF生产原料取代HFCS的潜在环境效益。在所有分析的影响类别中,以芒草为基础的生物炼制概念比以氢氟碳化物为基础的方法都有优势,除了土地占用,它清楚地显示了从可食用的第一代原料转向符合食品优先要求的木质纤维素原料的好处。社会方面在整体可持续性和社会对创新的接受度方面发挥着重要作用,但可持续性评估往往只关注环境方面。martin Vidaurre等人(2023)考虑到挑战和机遇,调查了克罗地亚农民种植芒草作为生物基工业原料的意愿。他们的研究表明,农民主要关注以下社会方面:健康和安全、获得水、土地整理和权利、收入和当地就业以及粮食安全。在克罗地亚种植芒草的情况下,确定的一个主要障碍是,如果改为种植芒草,将失去按单位面积农业用地支付的农业补贴。这显示了农业政策对实施生物价值链的重要性。为了使本期特刊中提出的技术研发概念有助于蓬勃发展的生物经济,需要在从生物质生产到最终使用的所有阶段仔细考虑政策措施。Clifton-Brown等人(2023)对多年生生物质作物(pbc)的环境效益和生态系统服务及其不利因素进行了平衡的评估。本文提出了以下政策建议:(1)鼓励农民和土地所有者在低生产力土地上建立PBC;(2)生物材料固碳的碳信用市场;(3)生物价值链创新支持;(4)继续在农业和生物质能领域进行长期战略研发。所有政策都需要确保农民、土地所有者、实业家、科学家和政策制定者联合起来,将PBC作为一项重要的负排放技术来实施,并塑造我们向可持续生物经济的过渡。作者声明无利益冲突。
Valorisation of marginal agricultural land in the bioeconomy
The bioeconomy requires more sustainably produced biomass to make a positive societal impact. Sustainable biomass resources must neither compete directly with essential food supplies through competition for production resources, nor through indirect land use change (iLUC) displacing food production elsewhere (Clifton-Brown et al., 2023). Utilization of marginal, abandoned and degraded land can provide low iLUC risk biomass which is in line with the Renewable Energy Directive RED II (European Union, 2018). Marginal land, as defined by Elbersen et al. (2017), is estimated to represent a very large land resource of 38–53.5 million ha in the EU and the United Kingdom (Gerwin et al., 2018; von Cossel, Lewandowski, et al., 2019) and climate warming impacts are likely to speed up degradation of arable into marginal land (European Environment Agency [EEA], 2017; IPCC, 2023). Marginal lands are at particular risk of becoming abandoned and abandoned land areas are projected to increase by 5%–10% (4.8 million ha) in the EU and the United Kingdom by 2030 (Elbersen et al., 2022; Perpiña Castillo et al., 2018).
This Special Issue focuses on the ‘valorisation of marginal agricultural land for the bioeconomy’ to maximize exploitation of this land resource and is largely based on research performed in two EU-Horizon-2020-funded projects: GRACE (Growing advanced industrial crops on marginal lands for biorefineries, GA 745012, https://www.grace-bbi.eu/) and MAGIC (Marginal Lands for Growing Industrial Crops, GA 727698, https://magic-h2020.eu/). It is divided into four sections: Section 1 consists of seven studies assessing the potential of marginal land for crop production. Section 2 presents extensive field trial results for industrial crop cultivation using the model crop miscanthus and assessing the interactions between Genotype (or hybrid) × Environment × Management (G × E × M). Section 3 introduces results from studies on biomass utilization, ranging from biorefinery approaches for the production of novel biobased platform chemicals to direct material use. In Section 4, results of the environmental, social and techno-economic life cycle assessments of different value chains are presented. Finally, the aggregated ‘lessons learnt’ in the last decade of perennial biomass crop research are translated into recommendations to shape EU policy for the support of perennial cropping systems.
Early stage identification of land abandonment is necessary to maximize exploitation of marginal land. The study of Meijninger et al. (2022) introduces a novel approach for identifying arable land abandonment using radar coherence data in combination with a Random Forest model. The results of this study show that radar-based analysis is a relatively simple method to detect land abandonment at an early stage and allow monitoring and rapid policy response.
Marginal lands are typically characterized by constraints on plant growth. Perennial biomass crops, such as miscanthus, can produce sufficient biomass yields for commercial use on such conditions with only low input requirements. Awty-Carroll et al. (2023) tested eight intraspecific Miscanthus sinensis hybrids and six Miscanthus sacchariflorus × Miscanthus sinensis hybrids on seven marginal, contaminated and/or abandoned locations across Europe. Average yields ranged from 10 to 13.7 t DM ha−1 with large hybrid-specific differences revealing the site-specific suitability of the hybrids. Data collected throughout the third growing season were used for calibration and validation of hybrid-specific early yield models by Shepherd et al. (2023). These models were applied to predict the potential dry matter yield of marginal land across Europe and need to be further improved by continued data generation. The yield potential maps on marginal land, although only based on early-cultivation-phase data, allow identification of high-performing hybrids for specific regions and sites.
Marginal lands are strongly affected by changing climate, and crops cultivated on marginal land are often more prone to extreme climatic conditions than those on better land. Ferdini et al. (2023) determined the impact of ongoing climate change on the suitability of the two contrasting perennial biomass crops giant reed (GR) (Arundo donax L.) and reed canary grass (RCG) (Phalaris arundinacea L.) for cultivation in Europe, including their potential cultivation area on marginal land. The results indicate that potential marginal-land cultivation areas for GR are located in Greece and southern Spain and for RCG in northern Europe, and are likely to increase by 24% and 13%, respectively, by the end of this century. The study shows that crop selection for marginal land will be affected by ongoing climate change and potential utilization pathways need to consider such impacts.
To achieve full yield potential on marginal sites, the most suitable choice of crop type and its agronomy are essential to ensure economic viability of marginal land utilization. Scordia et al. (2022) performed field trials at eight experimental sites in three different climatic zones in Europe to test the performance on marginal land of a range of advanced industrial crop species. The experimental sites include six marginality factors alone or in combination, and the biophysical constraints at each site were combined with adapted low-input management practices. The yield of the different site-specific low-input management systems ranged from −99% for industrial hemp in the Mediterranean to +210% for willow in the Continental zone compared to the site-specific control management system. These results highlight the importance of running field trials for the selection of the most profitable crop and management practice for each environment.
As a multi-purpose crop, hemp is of high interest for the bioeconomy since it can serve as feedstock for a plethora of biobased products, including long- and short-fibre materials, oil- and protein-based products and pharmaceuticals. In their review article, Blandinières and Amaducci (2022) show that hemp is a species that can be considered particularly susceptible to adverse conditions, especially in terms of soil characteristics and dry climates. With the exception of thallium, heavy metal contaminations do not appear to severely limit hemp's productivity, but might affect its economic viability due to limitations in marketing the produce. While drought conditions have a particularly negative effect on the productivity of hemp, it was identified as an added-value crop for income diversification in mountain environments less susceptible to drought.
Improving the cultivation of industrial crops on marginal land is a fundamental aspect of this Special Issue and the perennial C4 model crop miscanthus has been identified as particularly suitable for marginal land on account of its perennial nature, stress tolerance and high resource use efficiency (Lewandowski et al., 2016).
In general, the establishment period is the most critical and challenging phase in perennial crop cultivation and successful establishment is a prerequisite for achieving timely and high productivity. However, on marginal land in particular, the optimum time window for planting is very narrow and limits upscaling. For this reason, Ashman et al. (2023) tested the application of degradable, transparent mulch film on newly planted miscanthus plantlets to de-risk and optimise establishment success and extend the suitable planting window for commercial upscaling using plantlets pre-grown in the glasshouse. The transparent mulch film protects the plantlets from damage by late frosts, drought and grazing and stimulates early growth by increasing soil temperature and moisture. Novel biobased, truly biodegradable mulch films were also tested successfully, helping to minimize the risk of microplastic pollution.
In-depth knowledge on site-specific early-season growth, canopy development and end-of-season ripening of novel hybrids is essential for continued breeding success and site-specific productivity optimization. The study of Magenau et al. (2023) assessed the early-season re-growth in different miscanthus hybrids cultivated across Europe. Significant differences in early canopy development were identified between the M. sacchariflorus × M. sinensis hybrids and the M. sinensis × M. sinensis hybrids. The study showed that the current breeding strategy of extending and maximizing radiation interception through the selection of early-emerging M. sacchariflorus × M. sinensis genotypes and fast canopy closure is only suitable for marginal land to limited extent, in particular for locations prone to late frost. Late-emerging and more frost-tolerant M. sinensis × M. sinensis hybrids are better adapted to such locations and a promising strategy for increasing productivity of such sites.
Drought is a very relevant constraint on marginal land and development of miscanthus hybrids with improved drought tolerance a promising mitigation and climate change adaptation strategy. Al Hassan et al. (2022) explored the genetic diversity present in 23 M. sinensis genotypes exposed to artificial water deficits to better understand the underlying response and drought tolerance mechanisms. A strong negative correlation was found between yield stability under stress conditions and yield in favourable conditions, showing that the most productive genotypes suffered most from stress conditions in terms of yield reduction and chlorophyll degradation. Lazarević et al. (2022) quantified drought-induced changes in eight novel M. sinensis seed-based hybrids at a juvenile seedling stage using non-destructive multispectral 3D imaging of plant morphology, colour and chlorophyll fluorescence imaging. While a sharp decline in Normalized Difference Vegetation Index (NDVI) was observed for the drought-sensitive hybrids compared to the control, the drought-resilient hybrids showed a stay-green strategy resulting in only a slight NDVI decline and a lower phenotypic plasticity. The multispectral imaging allowed rapid and non-destructive quantification of plant morphological and physiological responses under drought conditions and proved to be a rapid tool for effective screening of drought susceptibility traits.
The end-of-season ripening behaviour of miscanthus is a main driver for maintaining a high harvestable yield quantity, while achieving biomass quality requirements and minimizing nutrient offtakes by the harvested biomass. Magenau et al. (2022) studied the dynamics of the senescence processes of different miscanthus hybrids. Generally, it was found that delaying the harvest until spring reduced overall yield, moisture and nutrient contents for all novel hybrids tested. However, the late-ripening M. sacchariflorus × M. sinensis hybrids showed combined high yields and low nutrient contents only at lower latitudes. At higher latitudes, elevated nutrient contents and offtakes were observed due to too late and incomplete senescence, while the earlier-ripening M. sinensis × M. sinensis hybrid combined high yields with low nutrient offtakes. The results of this study allow for the development of site-specific adapted novel hybrids and provide valuable information for the sustainable crop management of these novel hybrids.
Moisture content at harvest in spring is not only influenced by miscanthus hybrid-specific senescence, but also by winter weather conditions, especially temperatures. The climate change-induced mild winter temperatures require increased breeding and selection to ensure low moisture contents are reached before harvest. Impollonia et al. (2022) assessed the dynamics of moisture content during senescence and overwinter ripening using unmanned aerial vehicle-based remote sensing for high-throughput plant phenotyping (HTPP) in 14 novel miscanthus hybrids. Machine learning and generalized additive modelling proved to be a powerful tool for HTPP and for the support of future field phenotyping for breeding selections.
In addition to hybrid and over-winter ripening characteristics, harvesting procedure can also impact biomass yield and quality. Magenau et al. (2021) assessed the impact of cutting height on biomass yield and nutrient offtakes in miscanthus hybrids with different morphologies. An average yield loss of 270 kg ha−1 (0.83%) with each 1-cm increase in cutting height up to 40 cm was determined. Interestingly, the mineral (N, P, K, Ca) concentrations did not differ significantly in the lower basal sections and cutting height had only a limited influence on moisture content. Therefore, low cutting heights (e.g. 15 cm) appear a suitable approach to maximize utilization of the site-specific yield potential and maintain long-term productivity, but the potential long-term impacts on soil organic carbon also need to be monitored.
Industrial crops from marginal lands can be a relevant, low iLUC feedstock source for the developing bioeconomy, but their suitability for downstream processing and conversion into added-value biobased products, materials and biochemicals needs to be confirmed. Świątek et al. (2022) demonstrated and assessed all steps required for the production of 5-hydroxymethylfurfural (HMF) using miscanthus biomass and chicory roots to replace industrially applied hexose sugars. The paper presents the technical potential of utilizing biomass, including lignocellulosic biomass such as miscanthus, as a feedstock for HMF production in an environmentally friendly biorefinery process.
Building on this technological approach, Götz et al. (2022) presented a techno-economic analysis for processing miscanthus into high-value chemicals, including HMF, using process simulation. The techno-economic analysis was based on a regional, modular on-farm biorefinery concept for the production of platform chemicals (HMF), furfural and phenols from miscanthus biomass. It was shown that, with an accuracy of ±15%, regional biorefineries could currently already provide platform chemicals at prices of 2.21–2.90 EUR kg−1 HMF. This demonstrates the strong technical potential of modular lignocellulosic biorefineries, but at still higher costs than fossil-based platform chemicals.
For direct material use, the physical and mechanical properties of the biomass play a dominant role in determining its suitability for specific applications. Brancourt-Hulmel et al. (2021) assessed the impact of genotype-specific biomass quality on the mechanical properties of polypropylene composite materials reinforced with miscanthus particles. The results of this paper showed that genotype-specific biomass quality parameters impact tensile strength of the composite material. In particular, large cross-stem sections, plant height, lignin and p-coumaric acid contents had a positive impact, and need to be considered in composite value chains.
The transition to a green bioeconomy needs to be monitored closely to ensure environmental, economic and social soundness of the proposed solutions. Life cycle assessment (LCA) is a tool widely recognized for the assessment of potential environmental impacts, but is labour-intensive, costly and requires expert knowledge. To overcome these aspects, Lask, Kam, et al. (2021) developed a simplified, practice-oriented LCA model for the computation of greenhouse gas (GHG) emissions associated with commercial miscanthus cultivation. The following six of 38 parameters were identified as relevant for the overall results: soil carbon sequestration, harvestable yield, duration of cultivation period, quantity of nitrogen and potassium fertilizer applied and distance between the field and the customer. Such a simplified ‘parsimonious’ model allows practitioners an easy, rapid but still relatively accurate first assessment of the GHG emissions associated with the production and supply of miscanthus.
In addition to this simplification approach, Lask, Rukavina, et al. (2021) also performed a detailed assessment of a bioethanol value chain using the feedstock miscanthus in a realistic biorefinery project scenario in Croatia. The assessment evaluated the GHG reduction potential of miscanthus ethanol, taking into account biological carbon sequestration in soil during miscanthus cultivation and the technological carbon capture and storage (CCS) of CO2-rich fermentation off-gas in exploited oil reservoirs. Lask, Rukavina, et al. (2021) showed that an ethanol biorefinery combined with CCS could achieve a GHG reduction potential between 104% and 138% and thus make a significant contribution to EU emission reduction targets in the transport sector.
In addition to low-emission biofuels, novel biobased platform chemicals are also required to achieve ‘de-fossilization’ of the chemical industry. The platform chemical HMF is expected to play a major role here, but is currently mainly produced from edible biomass, such as high-fructose corn syrup (HFCS). Götz et al. (2023) assessed the potential environmental benefits of replacing HFCS by lignocellulosic miscanthus as feedstock in HMF production. The miscanthus-based biorefinery concept had advantages over the HFCS-based approach in all analysed impact categories, except land occupation, clearly showing the benefits of shifting from edible, first-generation feedstocks to food-first compliant, lignocellulosic ones.
Social aspects play a major role in the holistic sustainability and social acceptance of innovations, but sustainability assessments often focus merely on environmental aspects. Marting Vidaurre et al. (2023) investigated the willingness of farmers in Croatia to cultivate miscanthus for provision as feedstock in biobased industries, considering both challenges and opportunities. Their study revealed that the farmers were mainly concerned with the following social aspects: health and safety, access to water, land consolidation and rights, income and local employment and food security. In the case of miscanthus in Croatia, a major barrier identified was the loss of agricultural subsidies paid per unit area of agricultural land if converted to miscanthus cultivation. This shows the importance of agricultural policy for the implementation of biobased value chains.
For the technical R&D concepts presented in this Special Issue to contribute to a thriving bioeconomy, policy measures need to be given careful consideration at all stages from biomass production to end use. Clifton-Brown et al. (2023) produced a balanced review of the environmental benefits and ecosystem services of perennial biomass crops (PBCs) and also their disbenefits. The authors recommend the following policy recommendations: (1) incentives for farmers and land owners for the establishment of PBC on land of low productivity; (2) carbon credit markets for carbon sequestration in biomaterials; (3) innovation support in biobased value chains; and (4) continued long-term, strategic R&D in agricultural and biomass sectors. All policies need to make sure that farmers, land owners, industrialists, scientists and policy makers join forces to implement PBC as a significant negative emission technology and to shape our transition to a sustainable bioeconomy.
期刊介绍:
GCB Bioenergy is an international journal publishing original research papers, review articles and commentaries that promote understanding of the interface between biological and environmental sciences and the production of fuels directly from plants, algae and waste. The scope of the journal extends to areas outside of biology to policy forum, socioeconomic analyses, technoeconomic analyses and systems analysis. Papers do not need a global change component for consideration for publication, it is viewed as implicit that most bioenergy will be beneficial in avoiding at least a part of the fossil fuel energy that would otherwise be used.
Key areas covered by the journal:
Bioenergy feedstock and bio-oil production: energy crops and algae their management,, genomics, genetic improvements, planting, harvesting, storage, transportation, integrated logistics, production modeling, composition and its modification, pests, diseases and weeds of feedstocks. Manuscripts concerning alternative energy based on biological mimicry are also encouraged (e.g. artificial photosynthesis).
Biological Residues/Co-products: from agricultural production, forestry and plantations (stover, sugar, bio-plastics, etc.), algae processing industries, and municipal sources (MSW).
Bioenergy and the Environment: ecosystem services, carbon mitigation, land use change, life cycle assessment, energy and greenhouse gas balances, water use, water quality, assessment of sustainability, and biodiversity issues.
Bioenergy Socioeconomics: examining the economic viability or social acceptability of crops, crops systems and their processing, including genetically modified organisms [GMOs], health impacts of bioenergy systems.
Bioenergy Policy: legislative developments affecting biofuels and bioenergy.
Bioenergy Systems Analysis: examining biological developments in a whole systems context.