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	<title>integrated assessment model &#8211; Science</title>
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	<title>integrated assessment model &#8211; Science</title>
	<link>https://scienmag.com</link>
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		<title>Crop and Forest Waste Could Reshape the Global Energy Map, Study Finds</title>
		<link>https://scienmag.com/crop-and-forest-waste-could-reshape-the-global-energy-map-study-finds/</link>
		
		<dc:creator><![CDATA[Alan Morgan]]></dc:creator>
		<pubDate>Sat, 10 Oct 2026 09:20:32 +0000</pubDate>
				<category><![CDATA[Technology and Engineering]]></category>
		<category><![CDATA[agricultural residues]]></category>
		<category><![CDATA[agricultural waste for renewable energy]]></category>
		<category><![CDATA[bioenergy]]></category>
		<category><![CDATA[bioenergy and food security]]></category>
		<category><![CDATA[biomass energy]]></category>
		<category><![CDATA[biomass waste reduction strategies]]></category>
		<category><![CDATA[Canada]]></category>
		<category><![CDATA[Climate Mitigation]]></category>
		<category><![CDATA[Eastern Europe]]></category>
		<category><![CDATA[energy transition]]></category>
		<category><![CDATA[environmental benefits of crop residue utilization]]></category>
		<category><![CDATA[forest residue utilization for energy]]></category>
		<category><![CDATA[forestry residues]]></category>
		<category><![CDATA[forestry residues as sustainable fuel]]></category>
		<category><![CDATA[global biomass energy potential]]></category>
		<category><![CDATA[impact of agricultural waste on climate change]]></category>
		<category><![CDATA[integrated assessment model]]></category>
		<category><![CDATA[Life Cycle Assessment]]></category>
		<category><![CDATA[regional differences in biomass sustainability]]></category>
		<category><![CDATA[regional disparities]]></category>
		<category><![CDATA[residue-based bioenergy mapping]]></category>
		<category><![CDATA[Shared Socioeconomic Pathways]]></category>
		<category><![CDATA[sustainable biomass energy policies]]></category>
		<category><![CDATA[sustainable development goals]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=258074</guid>

					<description><![CDATA[A new Nature Communications study projects that residue-based bioenergy could meet nearly 20 percent of Canada's energy demand by 2060, but finds that most lower-income regions would struggle to achieve meaningful sustainability benefits from the same resources.]]></description>
										<content:encoded><![CDATA[<p>Every year, the world&#8217;s farms and forests generate an enormous stream of leftover material—straw, husks, stalks, branches, sawdust, and other residues—that is largely burned in fields, left to decompose, or otherwise discarded. A new study published in Nature Communications argues that this overlooked biomass, known collectively as agricultural and forestry residues, could become a cornerstone of the global energy transition, but only if policymakers understand that its sustainability benefits vary dramatically from one region of the world to another. The research, led by Chaoshuo Liu, Junnian Song, Wei Yang, and Jingzheng Ren, with colleagues at Jilin University, The Hong Kong Polytechnic University, University College London, and the Chinese Academy of Sciences, offers one of the most comprehensive attempts yet to map where residue-based bioenergy would genuinely advance sustainable development and where it would fall short.</p>
<p>The appeal of agricultural and forestry residues as an energy feedstock is straightforward. Unlike dedicated energy crops, which require land that might otherwise grow food or support natural ecosystems, residues are byproducts of existing agricultural and forestry activity. Harnessing them for energy does not, in principle, compete directly with food production, and it can reduce waste, lower open-burning emissions, and displace fossil fuels. This makes residue-based bioenergy one of the few renewable options that simultaneously touches on energy security, climate mitigation, and rural waste management. Yet the authors note that the mechanisms by which optimizing multiple pathways of residue utilization advances sustainability in different socioeconomic contexts have remained underexplored, leaving a significant gap between the theoretical promise of these resources and their real-world deployment.</p>
<p>To close that gap, the research team built an analytical framework they call the Integrated AFR-to-Energy System, or IAES. The framework integrates two well-established modeling approaches. The first is the Global Change Analysis Model, a widely used integrated assessment model that simulates how energy systems, land use, economies, and climate evolve together over decades. The second is life cycle assessment, a technique that traces the environmental impacts of a product or system from raw material extraction through processing, conversion, transport, and end use. By coupling these two tools within an optimized IAES framework, the researchers could evaluate not just how much energy residues could provide, but how converting those residues through different technological configurations would ripple across environmental and socioeconomic indicators.</p>
<p>The scope of the analysis is ambitious. The team projected the sustainability contributions of global IAES deployment out to the year 2060, using combinations of Shared Socioeconomic Pathways and Representative Concentration Pathways. These scenario families are the standard vocabulary of long-term climate and development research: the Shared Socioeconomic Pathways describe alternative futures for global population, economic growth, technology, and policy, while the Representative Concentration Pathways describe different levels of greenhouse gas concentration in the atmosphere. By running the coupled framework across combined scenarios, the researchers could test how robust their conclusions were under a range of plausible futures rather than a single forecast, an approach that guards against the false confidence of point predictions.</p>
<p>The study focused its evaluation on contributions related to selected Sustainable Development Goals, the United Nations&#8217; blueprint for global progress adopted in 2015. Rather than treating sustainability as a single aggregate score, the framework assessed how residue-based bioenergy deployment would affect specific goals, allowing the researchers to identify both synergies and trade-offs. This goal-by-goal approach matters because a technology that strongly advances affordable clean energy might do little for poverty reduction, or might even create tensions between objectives, and such nuances are invisible in coarser analyses.</p>
<p>The headline finding is that regional disparities in sustainability contributions are driven by three interlocking factors: the local availability of agricultural and forestry residues, the technology configurations chosen to convert them, and prevailing socioeconomic conditions. In other words, the same kilogram of straw or sawdust can deliver very different sustainability outcomes depending on where it sits, what infrastructure exists to process it, and how wealthy and institutionally capable the surrounding economy is. This finding cuts against the temptation to treat bioenergy as a uniform global solution and instead frames it as a portfolio of regionally distinct opportunities and constraints.</p>
<p>The geographic pattern that emerges from the analysis is striking. Canada leads the world in sustainability gains from residue-based bioenergy deployment. According to the study, energy output from IAES deployment in Canada could meet nearly 20 percent of the country&#8217;s energy demand by 2060, and the nation excels particularly in contributions related to SDG 7, which concerns affordable and clean energy, and SDG 13, which concerns climate action. Canada&#8217;s position reflects a favorable combination of abundant forestry residues from its vast timber sector, a developed industrial and energy infrastructure capable of converting and distributing biomass energy, and a high-capacity economy able to absorb the capital costs of deployment. Eastern Europe follows as the next standout region, making notable strides on SDG 1, which targets the eradication of poverty, suggesting that residue-based energy systems there could deliver meaningful socioeconomic as well as environmental benefits.</p>
<p>At the other end of the spectrum, the study delivers a sobering message about the developing world. Most lower-middle-to-low income regions struggle to achieve meaningful sustainability benefits from residue-based bioenergy, despite often possessing substantial volumes of agricultural residue. The reasons are embedded in the three drivers the study identifies: residues may be dispersed and costly to collect, conversion technologies may be unavailable or unaffordable, and socioeconomic conditions—including limited capital, infrastructure deficits, and institutional constraints—can prevent even technically feasible systems from delivering broad benefits. China, despite being a major agricultural producer with enormous residue volumes, shows comparatively limited prospects in the analysis, underscoring that resource abundance alone does not guarantee sustainability gains.</p>
<p>These results carry significant implications for energy policy. For wealthy, residue-rich countries such as Canada, the findings suggest that residue-based bioenergy deserves a prominent place in national decarbonization strategies, potentially supplying a fifth of energy demand by mid-century while advancing both clean energy and climate goals. For regions like Eastern Europe, the poverty-reduction dimension of the findings points to bioenergy as a tool that could couple energy transition with socioeconomic development. But for lower-income regions, the study implies that simply promoting residue-based bioenergy without addressing underlying constraints—collection logistics, technology access, financing, and institutional capacity—is unlikely to produce the sustainability dividends that global bioenergy advocates often promise. International support mechanisms, technology transfer, and targeted investment may therefore be prerequisites for equitable participation in this energy pathway.</p>
<p>The study also demonstrates the value of methodological integration in sustainability science. By combining an integrated assessment model with life cycle assessment inside an optimization framework, the researchers captured both the macro-level dynamics of global energy and climate systems and the micro-level environmental accounting of specific conversion pathways. The scenario-based design, spanning multiple combined SSP-RCP futures through 2060, provides a comparative foundation that the authors say can inform bioenergy deployment strategies across regional contexts as part of the broader effort to advance the energy transition and the Sustainable Development Goals. As governments worldwide search for ways to decarbonize without sacrificing development, this research offers a reminder that the sustainability of any energy technology is not a fixed property but a function of place, context, and design—and that the humble leftovers of farms and forests may be among the most context-dependent resources of all.</p>
<p><strong>Subject of Research:</strong> Global sustainability impacts of agricultural and forestry residue-based bioenergy deployment under socioeconomic and climate scenarios to 2060</p>
<p><strong>Article Title:</strong> Prospects and complexities in sustainability impacts of global residue-based bioenergy deployment</p>
<p><strong>Article References:</strong> Liu, C., Song, J., Deng, S., Xing, J., Cao, Q., Yang, W., &amp; Ren, J. (2026). Prospects and complexities in sustainability impacts of global residue-based bioenergy deployment. <em>Nature Communications</em>. <a href="https://doi.org/10.1038/s41467-026-78339-6" rel="noopener noreferrer">https://doi.org/10.1038/s41467-026-78339-6</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1038/s41467-026-78339-6" rel="noopener noreferrer">10.1038/s41467-026-78339-6</a></p>
<p><strong>Keywords:</strong> bioenergy, agricultural residues, forestry residues, sustainable development goals, life cycle assessment, integrated assessment model, Shared Socioeconomic Pathways, climate mitigation, energy transition, Canada, Eastern Europe, regional disparities</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">258074</post-id>	</item>
		<item>
		<title>Global Model Links Water, Energy, Minerals and Land to Chart the Path to 2 Degrees</title>
		<link>https://scienmag.com/global-model-links-water-energy-minerals-and-land-to-chart-the-path-to-2-degrees/</link>
		
		<dc:creator><![CDATA[Sloane Callahan]]></dc:creator>
		<pubDate>Thu, 01 Oct 2026 22:15:40 +0000</pubDate>
				<category><![CDATA[Climate]]></category>
		<category><![CDATA[2-degree scenario]]></category>
		<category><![CDATA[advances in sustainability modeling techniques]]></category>
		<category><![CDATA[and land use models]]></category>
		<category><![CDATA[carbon budget]]></category>
		<category><![CDATA[comprehensive long-term environmental modeling]]></category>
		<category><![CDATA[coupling water]]></category>
		<category><![CDATA[critical minerals]]></category>
		<category><![CDATA[Decarbonization]]></category>
		<category><![CDATA[decarbonization impacts on water and land resources]]></category>
		<category><![CDATA[energy]]></category>
		<category><![CDATA[human health]]></category>
		<category><![CDATA[industrial ecology]]></category>
		<category><![CDATA[integrated assessment model]]></category>
		<category><![CDATA[integrated assessment models for resource management]]></category>
		<category><![CDATA[interconnected global resource assessment]]></category>
		<category><![CDATA[land use]]></category>
		<category><![CDATA[life cycle impact assessment]]></category>
		<category><![CDATA[life cycle impact assessment for environmental planning]]></category>
		<category><![CDATA[LIME3]]></category>
		<category><![CDATA[minerals]]></category>
		<category><![CDATA[planetary resource redistribution under climate goals]]></category>
		<category><![CDATA[resource nexus]]></category>
		<category><![CDATA[resource nexus approach in climate change]]></category>
		<category><![CDATA[resource strain in future decarbonizing economies]]></category>
		<category><![CDATA[sustainable development under 2°C scenario]]></category>
		<category><![CDATA[water-energy-food nexus]]></category>
		<category><![CDATA[Water-energy-minerals-land-use modeling]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=223930</guid>

					<description><![CDATA[Researchers have built the first global model to fully couple life cycle impact assessment with an integrated assessment model spanning water, energy, minerals, land and food through 2100 under a two-degree climate target.]]></description>
										<content:encoded><![CDATA[<p>Every major decision about the future of energy ripples outward into water tables, farmland, mines and human health, yet most computer models used to plan that future treat these domains as separate worlds. A new study published in the Journal of Industrial Ecology by Koji Tokimatsu, Rieko Yasuoka and Shinjiro Kanae of Institute of Science Tokyo proposes a way to end that fragmentation. The researchers have built an interlinked global model that couples a life cycle impact assessment framework, known as LIME3, with an integrated assessment model covering water, energy, minerals, land and food simultaneously. They then ran the coupled system from the present day to the year 2100 under a scenario in which global warming is held below two degrees Celsius, producing one of the most comprehensive long-range pictures yet of how a decarbonizing world would strain and reshuffle the planet&#8217;s resources.</p>
<p>The intellectual foundation of the work is the resource nexus, a concept that has evolved over four decades. Its origins trace to the United Nations University&#8217;s Food–Energy Nexus Program in the early 1980s, and it was broadened at the 2002 World Summit on Sustainable Development in Johannesburg to include water, energy, health, agriculture and biodiversity. The water–energy–food nexus was formally conceptualized at the Bonn2011 conference, the same year the World Economic Forum published a report on water security across the food, energy and climate nexus. By 2018, the Routledge Handbook of the Resource Nexus had consolidated the idea into what its editors called the five-node nexus of energy, minerals, food, land and water. Yet as the new study&#8217;s authors note, systematic reviews of the field have found the concept ambiguous and its models partial: nearly every existing analysis covers only a subset of the five nodes, or only a specific region, or only a short time horizon.</p>
<p>The technical novelty of the Tokyo team&#8217;s framework lies in its hybrid architecture. Four bottom-up resource balance models, covering energy, minerals, land and now water, are nested inside a top-down macroeconomic structure that maximizes social welfare. The bottom-up models describe the actual technologies that convert primary resources into final goods: power plants, mines, farms, water treatment facilities. The macroeconomic layer then feeds back, so that the costs of supplying resources and the environmental damages they cause subtract from gross domestic product, which in turn drives future demand. This feedback mechanism distinguishes the model from prominent integrated assessment models such as ReMIND and WITCH, which lack such loops. The researchers adapted the water module from the TIAM-FR water model, incorporating supply channels that include pumped water, desalination, treated wastewater, saline and brackish water and rainwater, each constrained by annual precipitation volumes drawn from the FAO&#8217;s AQUASTAT database.</p>
<p>The most distinctive feature is the full integration of LIME3, a life cycle impact assessment method whose damage factors translate physical inventories, such as tonnes of sulfur dioxide emitted or hectares of land converted, into endpoint damages to human health, natural resources, biodiversity and net primary productivity. These damages are then monetized using marginal willingness-to-pay values derived from large-scale surveys of roughly 10,000 respondents across G20 countries and Asia, and extrapolated forward with income elasticity parameters in the manner of cost–benefit models like DICE and FUND. Because the monetized damages are internalized into total system costs, the model can price environmental harm into its economic optimization, something earlier LCA-linked modeling efforts, which reported damages only as non-monetary endpoints, could not do.</p>
<p>Water enters the human-health accounting through two carefully specified causal chains. The first links domestic water scarcity to infectious disease: insufficient supply erodes access to safe water, which raises the incidence of diarrhea, ascariasis, trichuriasis and hookworm disease, with risks modulated by temperature, sanitation connections, nutrition and health expenditure. The second chain connects agricultural water shortage to malnutrition, as crop losses are only partially offset by food stocks, global trade and economic adaptation. Characterization factors for these damages were regressed globally as a function of per capita agricultural water withdrawal. Notably, the model treats water demands from the energy sector, for power generation, fuel production and hydrogen, as fully satisfied, and excludes industrial water from the health impact chains, a simplification the authors acknowledge as a limitation.</p>
<p>Running the model under a business-as-usual baseline calibrated to the SSP-2 socioeconomic pathway, the researchers then imposed a two-degree carbon constraint. Under the baseline, greenhouse gas emissions rise until about 2040, peak, and stabilize after 2060. Under the climate target, net carbon dioxide emissions must peak by 2030 and decline steadily to 2080. The model finds that the largest contribution to negative emissions comes from forest carbon sequestration, followed by carbon capture and storage applied to fossil fuels producing hydrogen and power, and bioenergy with carbon capture and storage in the non-power sector. The energy system shifts dramatically: fossil fuels without capture are slashed in both power and non-power sectors, while renewables such as geothermal, tidal and wind, along with nuclear, expand sharply in electricity generation.</p>
<p>The resource consequences of that transition are striking. Meeting the two-degree target requires expanding forest land for carbon sequestration, which reshapes grasslands in major livestock-producing regions and alters agricultural water use: rainfed agriculture grows because it demands less energy, while irrigated agriculture shrinks because pumping freshwater is energy-intensive. Meanwhile, the renewable build-out drives significant increases in cumulative mining of bauxite, copper and iron by 2100, with copper demand driven largely by vehicles and power transmission, zinc by wind power, and iron by nuclear construction. Lead demand from batteries falls as electric and fuel cell vehicles displace conventional ones. The mineral balance model also reflects an industrial ecology insight: as ore grades degrade, the energy required per tonne of metal rises, feeding back into the energy system.</p>
<p>Perhaps the study&#8217;s most consequential finding concerns what the five-node nexus diagram leaves out. The carbon budget, the finite quantity of carbon dioxide the atmosphere can absorb before warming thresholds are breached, does not appear anywhere in the classic nexus illustrations, yet the model shows it functioning as a genuinely scarce resource. Causal chains radiate from the carbon budget to land and energy, and from there reach water not only through food but also through bio-resources and biodiversity and through minerals. The chain running from food to water causes the largest changes in water use, while chains from energy and minerals are comparatively minor. The monetized results add a second hidden resource: human health. The largest external costs flow through land-use change and climate change, followed by local air pollution, whose damages fall substantially as coal combustion declines, partly because carbon capture systems must remove particulate contaminants anyway.</p>
<p>The team also tested the political realism of their scenario by delaying global cooperation. In variants where emissions follow the baseline until 2030 or 2040 before pivoting to the target, the required emissions trajectories become steeper, yet most outcomes, water demand, environmental costs, energy supply and cumulative mining, remain broadly similar to the original pathway, with drastic changes appearing only under a delay to 2050. This resilience offers a measure of reassurance, though the authors caution that their water impact assessment captures only health effects of diarrhea and malnutrition, excluding economic damages from industrial shortages and other chains. They frame the work as a first step toward bridging the long-standing gap between the integrated assessment modeling and industrial ecology communities, a divide that researchers such as Stefan Pauliuk and colleagues have repeatedly highlighted.</p>
<p>The implications reach beyond academia. The latest assessment of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services has emphasized the interconnections among biodiversity, water, food, climate and health, and the Tokyo model maps many of those same linkages in quantitative, monetized form. From a material-scarcity perspective, the study suggests that climate policy is not merely an energy problem: it is simultaneously a land problem, a mining problem, a water problem and a public health problem, and the trade-offs among them can now be traced through explicit causal chains to the end of the century. The authors note that a water-focused view of the same system, grounded in general circulation models and detailed hydrology, could yield substantially different conclusions, and they propose linking such models to their framework in future work, potentially incorporating advanced desalination technologies. For now, the model stands as an argument that the nexus is not a buzzword but a measurable structure, one in which the atmosphere&#8217;s carbon budget quietly governs the fate of forests, fields, mines and the people who depend on them.</p>
<p><strong>Subject of Research:</strong> An interlinked global life cycle impact assessment and integrated assessment model of the water–energy–mineral–land–food resource nexus under a 2°C climate scenario to 2100</p>
<p><strong>Article Title:</strong> Proposal for an interlinked global model of LCIA and IAM for the water–energy–mineral–land nexus: global case study until 2100 for meeting the 2-degree Celsius scenario</p>
<p><strong>Article References:</strong> Tokimatsu, K., Yasuoka, R., &amp; Kanae, S. (2026). Proposal for an interlinked global model of LCIA and IAM for the water–energy–mineral–land nexus: global case study until 2100 for meeting the 2-degree Celsius scenario. <em>Journal of Industrial Ecology</em>. <a href="https://doi.org/10.1007/s44498-026-00106-z" rel="noopener noreferrer">https://doi.org/10.1007/s44498-026-00106-z</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s44498-026-00106-z" rel="noopener noreferrer">10.1007/s44498-026-00106-z</a></p>
<p><strong>Keywords:</strong> resource nexus, integrated assessment model, life cycle impact assessment, LIME3, water-energy-food nexus, 2-degree scenario, carbon budget, critical minerals, land use, human health, decarbonization, industrial ecology</p>
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