Xiangjie Chen’s research while affiliated with Loyola University Maryland and other places

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Publications (9)


Lorenz curve for the footprints of the six environmental pressure indicators at the global scale in 2017
The numbers in the legend represent the Gini coefficients for each of the six environmental pressure indicators.
The footprints of six environmental indicators by the wealthiest top 1%, next 9%, middle 40% and bottom 50% of the global population, and the corresponding shares in the total footprint
The global percentiles of consumers are classified by expenditure level. The red line represents the level of per capita boundaries.
The geographical distribution of global top 1% and 20% affluent consumers
The global percentiles of consumers are classified by expenditure level. EU, US, CN, APD, ESDP, LAC, IND, and SSA represent Europe, the US, China, Asia-Pacific Developed, East Asia and Developing Pacific, Latin America and Caribbean, India, and Sub-Saharan Africa, respectively. The ESNM represents the Eurasia, Southern Asia, North Africa, and the Middle East, respectively. The region classification is presented in Supplementary Fig. 10.
The exceedance ratios of global expenditure deciles in different regions
The sum of regional exceedance ratio is the global exceed ratio (Fig. 3). These deciles are formed on a global scale, increasing as the color deepens. (a)-(f) refer to climate change, land system change, nitrogen flows, phosphorus flows, freshwater use, and biosphere integrity, respectively. EU, US, CN, APD, ESDP, LAC, IND, and SSA represent Europe, the US, China, Asia-Pacific Developed, East Asia and Developing Pacific, Latin America and Caribbean, India, and Sub-Saharan Africa, respectively. The ESNM represents the Eurasia, Southern Asia, North Africa, and the Middle East. The distribution of global deciles of consumers is presented in Supplementary Fig. 11.
The contribution of global deciles of consumers to the transgressions of planetary boundaries in different regions
(a)-(f) refer to climate change, land system change, nitrogen flows, phosphorus flows, freshwater use, and biosphere integrity, respectively. The expenditure level of decile groups increases as the color deepens. EU, US, CN, APD, ESDP, LAC, IND, SSA represent Europe, the US, China, Asia-Pacific Developed, East Asia and Developing Pacific, Latin America and Caribbean, India, Sub-Saharan Africa, respectively. The ESNM represents the Eurasia, Southern Asia, North Africa, and Middle East.

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Keeping the global consumption within the planetary boundaries
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  • Full-text available

November 2024

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1,642 Reads

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1 Citation

Nature

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Xiangjie Chen

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The disparity in environmental impacts across different countries has been widely acknowledged1,2. However, ascertaining the specific responsibility within the complex interactions of economies and consumption groups remains a challenging endeavour3–5. Here, using an expenditure database that includes up to 201 consumption groups across 168 countries, we investigate the distribution of 6 environmental footprint indicators and assess the impact of specific consumption expenditures on planetary boundary transgressions. We show that 31–67% and 51–91% of the planetary boundary breaching responsibility could be attributed to the global top 10% and top 20% of consumers, respectively, from both developed and developing countries. By following an effective mitigation pathway, the global top 20% of consumers could adopt the consumption levels and patterns that have the lowest environmental impacts within their quintile, yielding a reduction of 25–53% in environmental pressure. In this scenario, actions focused solely on the food and services sectors would reduce environmental pressure enough to bring land-system change and biosphere integrity back within their respective planetary boundaries. Our study highlights the critical need to focus on high-expenditure consumers for effectively addressing planetary boundary transgressions.

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China’s ecological footprint via biomass import and consumption is increasing

May 2024

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160 Reads

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5 Citations

As China’s economic and population demands grow, the need for biomass imports rises, presenting challenges for sustainable development and global ecosystem protection. Here we examine China’s increasing influence on global ecosystems through its biomass product consumption and trade using the Human Appropriation of Net Primary Productivity framework, analyzing data from 2004 to 2017 with projections until 2050. In 2017, China was the world’s largest biomass consumer, consuming approximately 1.75 petagrams of carbon per year, projected to rise by 317.6% by 2050, highlighting China’s major role in global ecosystem stress. Our findings also show an increase in biomass imports from lower-middle-income and low-income countries between 2004 and 2017, and these imports are expected to continue increasing by 402.9% in 2050. The analysis reveals that domestic product demand and changes in foreign production efficiency are key drivers of this trend, suggesting the need for China to shift towards more efficient trade practices and support cleaner production methods internationally.




Fig. 1. Impacts of a $40 per ton CO 2 global carbon price on the combined income and age groups in the United States, the United Kingdom, and Japan, respectively. The order of income groups increases from the first (the lowest) to the fifth (the highest), corresponding to the shade from light to dark. Note that income groups in the United States are by specific amounts while in the United Kingdom and Japan are by quintiles.
Fig. 2. Impacts of $40 per ton CO 2 global carbon price on different age groups in 31 countries. A) Impacts of carbon pricing on four age groups. Dots refer to the impacts of carbon pricing on four age groups (Left coordinate scale). Bars refer to the relative gap between the impacts of carbon pricing on 60− and 60 + groups (Right coordinate scale). Countries/regions are ranked by the national average impacts of carbon pricing. B) The correlation between GDP per capita and the absolute impacts of carbon pricing on the age 60+ group. C) The correlation between GDP per capita and the relative gap between the impact of carbon pricing on 60+ and 60− groups. The sizes of the dots in B and C refer to the per capita expenditure increase caused by carbon pricing. The bars in A and dots in B and C corresponds to the national GDP per capita, from the wealthiest countries (red) to the poorest countries (blue).
Fig. 5. Net impacts of carbon revenues rebate scenarios on different age and income groups in the United States, the United Kingdom, and Japan, respectively. The light and dark shade refers to younger (60−) and elderly (60+) groups, respectively.
Implementation of carbon pricing in an aging world calls for targeted protection schemes

July 2023

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366 Reads

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5 Citations

PNAS Nexus

Understanding the impact of climate fiscal policies on vulnerable groups is a prerequisite for equitable climate mitigation. However, there has been a lack of attention to the impacts of such policies on the elderly, especially the low-income elderly, in existing climate policy literature. Here, we quantify and compare the distributional impacts of carbon pricing on different age–income groups in the United States, the United Kingdom, and Japan and then on different age groups in other 28 developed countries. We find that the elderly are more vulnerable to carbon pricing than younger groups in the same income group. In particular, the low-income elderly and elderly in less wealthy countries face greater challenges because carbon pricing lead to both higher rate of increase in living cost among low-income elderly and greater income inequality within the same age group. In addition, the low-income elderly would benefit less than the younger groups within the same income group in the commonly proposed carbon revenues recycling schemes. The high vulnerability of the low-income elderly to carbon pricing calls for targeted social protection along with climate mitigation polices toward an aging world.


Impact of International Trade on the Carbon Intensity of Human Well-Being

April 2023

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163 Reads

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13 Citations

Environmental Science and Technology

There has been a longstanding debate about the impact of international trade on the environment and human well-being, yet there is little known about such environment and human well-being trade-off. Here, we explore the effect of international trade on the carbon intensity of human well-being (CIWB) globally under the current global trade system and a hypothetical no-trade scenario. We found that between 1995 and 2015, CIWB of 41% of countries declined and 59% of countries increased, caused by international trade, and this resulted in a reduction of the global CIWB and a decline in CIWB inequality between countries. International trade decreased CIWB for high- and upper-middle-income countries and increased CIWB for lower- and middle-income countries. In addition, our results also show that decreases in emission intensity are the most important driver of lower CIWB and the percentage contribution of emission intensity to the improvement in CIWB increases with income. The reduction of emission intensity, population growth, and increase in life expectancy all contribute to CIWB reduction, while the consumption level is the primary factor driving CIWB growth. Our results underscore the importance of studying the impact of international trade on the CIWB of countries at different stages of development.


Fig. 3 | The poverty, emission, and inequality effect of combinations of various carbon taxation and social
Fig. 4 | The regional poverty and inequality outcome under the best policy mix (T5 + S4 + G4). The left panel
A global just transition through carbon taxation and revenue recycling

March 2023

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367 Reads

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1 Citation

Carbon taxation is regarded as an essential tool for curbing carbon emissions but can be regressive and increase poverty, and moreover lacks universal acceptance among the public and policymakers. Recycling the tax revenue raised to vulnerable households is one promising solution to this issue. However, little is known about the best strategy for designing such a policy at the global level. This paper investigates the effectiveness of various carbon taxation methods and revenue recycling mechanisms in reducing poverty and inequality between and within countries. We find that the policy mix with the highest poverty reduction potential is implementing a consumption tax with higher tax rates on luxury goods and recycling revenue through expanded social assistance systems, in line with the expansion during the COVID-19 pandemic. While differentiating tax rates across goods within countries is advantageous, the average tax level across countries is best kept uniform since it potentially offers governments in low- and middle-income countries more financial capacity to support the poor. Furthermore, collecting a global climate fund from developed countries and redistributing it to developing countries based on poverty headcounts can further significantly reduce poverty and inequality within and between countries. However, substantial improvements in social assistance systems are urgently needed to further unlock the poverty-reduction potential of revenue recycling, particularly in Sub-Saharan African countries. Also, recycling carbon tax revenues to combat poverty and inequality will inhibit the emission reduction effect of carbon taxation in the short term, necessitating additional mitigation efforts in other areas.


Evidence of decoupling consumption-based CO2 emissions from economic growth

October 2021

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286 Reads

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104 Citations

Advances in Applied Energy

Decoupling economic growth from resource use and emissions is a precondition to stay within planetary boundaries. Some countries have achieved a reduction in their production-based emissions in the past decade. However, the decline in PBE has often been achieved via outsourcing of emissions to other countries, which may lead to higher emissions globally. Therefore, a consumption-based perspective that accounts for a country's emissions along global supply chains should also be employed when investigating progress in decoupling. Here we investigate the progress countries made in reducing their production-based and consumption-based emissions despite growth in the gross domestic product (GDP). We found that 32 out of 116 countries (mainly developed ones) achieved absolute decoupling between GDP and production-based emissions in recent years (2015-2018), and 23 countries achieved absolute decoupling between GDP and consumption-based emissions. 14 countries have decoupled GDP growth from both production- and consumption-based emissions. Even countries that have achieved absolute decoupling are still adding emissions to the atmosphere thus showing the limits of ‘green growth’ and the growth paradigm. We also observed that decoupling can be temporary, and decoupled countries may switch back to increasing emissions, which means that continuous efforts are needed to maintain decoupling. An analysis of driving factors shows that whether a country can achieve decoupling mainly depends on reducing emission intensity along domestic and import supply chains. This highlights the importance of decarbonizing supply chains and international collaboration in controlling emissions.

Citations (6)


... Furthermore, eight low-income countries demonstrated significant decoupling between economic growth and both consumption-based and production-based emissions. This finding is consistent with previous research, which has also observed a decoupling trend between production-based carbon emissions and economic growth in low-income countries, including those in Africa Wang et al., 2024c). However, careful interpretation is required when assessing this phenomenon, particularly in the context of low-income countries. ...

Reference:

Consumption‐Based Emissions of African Countries: An Analysis of Decoupling Dynamics and Drivers
International Trade Reshapes the Decoupling of Emissions from Economic Growth
  • Citing Article
  • August 2024

Environmental Science and Technology

... e consuming region's environmental assessments (Grossi et al., 2019). To comprehensively evaluate these environmental burdens, the application of Multi-Regional Input-Output (MRIO) models is indispensable, which can facilitate tracing the environmental impacts embedded in trade, thereby revealing their distribution across regions and supply chains S. Wang et al., 2024;M. Yang et al., 2023). Specific to livestock production-related studies, MRIO models have been instrumental in analyzing interregional transfers of environmental burdens. Examples include land degradation due to livestock over-grazing in Inner Mongolia, driven by demands for meat, leather and cashmere in other parts of China , the shift ...

China’s ecological footprint via biomass import and consumption is increasing

... The multi-regional input-output (MRIO) model is a quantitative method that can measure the economic and environmental impacts of different sectors and regions by tracing the flows of goods and services between them (Wang et al., 2024d). MRIOs have gained significant popularity within the field of environmental research, where they have been utilized to study energy consumption (He et al., 2019), energy costs , carbon emissions (Bruckner et al., 2022;Mi et al., 2019;Xia et al., 2022), carbon storage (Wang et al., 2024e), air pollution Ou et al., 2020), water utilization (Serrano et al., 2016;Zheng et al., 2019), land use (Wang et al., 2021;Weinzettel et al., 2013), and biodiversity loss (Bruckner et al., 2023;Lenzen et al., 2012). ...

Demand-side insights for steering human appropriation of net primary productivity within planetary boundaries
  • Citing Article
  • March 2024

One Earth

... EF i,q,c is the environmental footprint of consumption segment (q) in country (i) for environmental indicator (c). Notably, it is also necessary to include direct household emissions when calculating the carbon footprint 43,44 . ...

Implementation of carbon pricing in an aging world calls for targeted protection schemes

PNAS Nexus

... Reconciling the divergent goals of economic development and emission reduction highlights the necessity of finding a low-carbon path to development in Africa. As global interconnectedness becomes increasingly prevalent (Steinberger et al., 2012), the role of international collaboration becomes pivotal to achieving such a vision (Wang et al., 2023). In today's interconnected world, global supply chains sustain the economic growth of countries by intertwining production and consumption activities. ...

Impact of International Trade on the Carbon Intensity of Human Well-Being
  • Citing Article
  • April 2023

Environmental Science and Technology

... Studies that use decomposition analysis, a technique that assesses the individual contribution of a driver to the change in an environmental indicator, tend to find similar results as regression analyses. Using structural decomposition analysis, Hubacek et al. (2021) find the existence of mini cycles where some countries experience decoupling followed by periods of intensification. Wang and Su (2020) observe that many developed nations experienced decoupling during the 2000-2014 period, but many developing nations did not experience decoupling. ...

Evidence of decoupling consumption-based CO2 emissions from economic growth
  • Citing Article
  • October 2021

Advances in Applied Energy