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Wu Q, Lou R, He Y, Li Y, Qi Z, Xu J, Liu J, Rastgou M, Jiang Q. Meta-analysis of GHG emissions stimulated by crop residue return in paddy fields: Strategies for mitigation. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 370:122519. [PMID: 39332291 DOI: 10.1016/j.jenvman.2024.122519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 08/19/2024] [Accepted: 09/12/2024] [Indexed: 09/29/2024]
Abstract
The stimulating impact of crop residue return on greenhouse gas (GHG) emissions from paddy fields have been widely accepted, while the influence of site environmental and human factors on the simulating degree remains unclear. Here, we performed a meta-analysis to assess the GHG emissions affected by residue return, and its mitigation potential combined with key factors in paddy fields. Drawing upon 1047 observation sets of CH4 and N2O emissions from 155 peer-reviewed publications we found that residue return to paddy fields caused an average increase of 73% CH4 emissions and 14% in N2O emissions. Utilizing meta-analytical models, we identified pH as the most significant driver modulating GHG emissions, followed by soil organic matter (SOC) and total nitrogen. In alkaline soils, combining straw return with intermittent irrigation (285.2%) or mid-season drainage (118.9%) significantly reduced CH4 emissions compared to continuous flooding (1201.9%). Additionally, pairing straw return with higher nitrogen inputs (above 150 kg N ha-1) improved soil N2O uptake by -11.5%. In acid and neutral soils, straw carbonization achieved soil CH4 negative emissions (from -2.9% to -39.3%), but the long-term effects remained unclear. Reduced drainage frequency mitigates N2O emissions but may increase CH4 emissions. To efficiently mitigate GHG emissions, we proposed low-carbon schemes for acid or neutral soils based on specific SOC content: For soils with SOC content <10 g kg-1, prioritize nitrogen input control with rates not exceeding 174 kg N ha-1. For soils with SOC content >10 g kg-1, prioritize adjusting the type of straw. Our study underscores the significance of site-specific factors in modulating GHG emissions. Efficient GHG mitigation can be achieved by combining residue return with other agronomic measures tailored to different soil conditions.
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Affiliation(s)
- Qianying Wu
- Department of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China
| | - Ruitao Lou
- Department of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China
| | - Yong He
- Department of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China
| | - Yawei Li
- College of Agricultural Science and Engineering, Hohai University, Nanjing, 211100, China.
| | - Zhiming Qi
- Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada
| | - Junzeng Xu
- College of Agricultural Science and Engineering, Hohai University, Nanjing, 211100, China
| | - Ji Liu
- State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Science, Xi'an, 710061, China
| | - Mostafa Rastgou
- Department of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China
| | - Qianjing Jiang
- Department of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang Province, 310058, China.
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Li D, Gu J, Chen X, Wang Y, Lu D, Yokamo S, Wang H, Hou P. Up-bottom assessments of nutrient supply and gaseous pollutant from Chinese wheat straw field management. Sci Data 2024; 11:329. [PMID: 38570477 PMCID: PMC10991304 DOI: 10.1038/s41597-024-03151-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/14/2024] [Indexed: 04/05/2024] Open
Abstract
To achieve resource efficiency, and carbon neutrality, it is vital to evaluate nutrient supply and gaseous pollutant emissions associated with field management of bio-straw resources. Previous straw yield estimates have typically relied on a constant grain-to-straw yield ratio without accounting for grain yield levels in a given region. Addressing this high-resolution data gap, our study introduces a novel empirical model for quantifying grain-to-straw yield, which has been used to gauge wheat straw field management practices at the city level during 2011-2015. Utilizing both statistical review and GIS-based methods, average nitrogen (N), phosphorus (P), and potassium (K) supplies from straw field management stood at 1510, 1229, and 61700 tons, respectively. Average emissions of PM2.5, SO2, NOx, NH3, CH4, and CO2 due to straw burning were 367, 41, 160, 18, 165, and 70,644 tons, respectively. We also reported uncertainty from Monte Carlo model as the 5th-95th percentiles of estimated nutrient supply and gaseous pollutant. These insights will provide foundational support for the sustainable and environmentally friendly management of wheat straw in China.
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Affiliation(s)
- Dongxue Li
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Gu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China
| | - Xiaoqin Chen
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China
| | - Yiliu Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China
| | - Dianjun Lu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China.
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China.
| | - Solomon Yokamo
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China
| | - Huoyan Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
- College of Modern Agricultural Sciences, Chinese Academy of Sciences, Beijing, 100049, China
| | - Peng Hou
- Institute of Crop Sciences/Key Laboratory of Crop Physiology and Ecology, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Beijing, 100081, China.
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Manga M, Muoghalu CC. Greenhouse gas emissions from on-site sanitation systems: A systematic review and meta-analysis of emission rates, formation pathways and influencing factors. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 357:120736. [PMID: 38574706 DOI: 10.1016/j.jenvman.2024.120736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 03/18/2024] [Accepted: 03/19/2024] [Indexed: 04/06/2024]
Abstract
Onsite sanitation systems (OSS) are significant sources of greenhouse gases (GHG) including carbon dioxide (CO2), methane (CH4) and nitrous oxide (N2O). While a handful of studies have been conducted on GHG emissions from OSS, systematic evaluation of literature on this subject is limited. Our systematic review and meta-analysis provides state-of-the- art information on GHG emissions from OSS and identifies novel areas for investigation. The paper analyzes GHG emission rates from different OSS, the influence of various design, operational, and environmental factors on emission rates and proffers mitigation measures. Following the Preferred Reporting Items for Systematic reviews and Meta-analysis (PRISMA) guidelines, we identified 16 articles which quantified GHG emissions from OSS. Septic tanks emit substantial amounts of CO2 and CH4 ranging from 1.74 to 398.30 g CO2/cap/day and 0.06-110.13 g CH4/cap/day, respectively, but have low N2O emissions (0.01-0.06 g N₂O/cap/day). CH4 emissions from pit latrines range from 0.77 to 20.30 g CH4/cap/day N2O emissions range from 0.76 to 1.20 gN2O/cap/day. We observed statistically significant correlations (p < 0.05) between temperature, biochemical oxygen demand, chemical oxygen demand, dissolved oxygen, storage period, and GHG emissions from OSS. However, no significant correlation (p > 0.05) was observed between soil volumetric water content and CO2 emissions. CH4 emissions (expressed as CO2 equivalents) from OSS estimated following Intergovernmental Panel for Climate Change (IPCC) guidelines were found to be seven times lower (90.99 g CO2e/cap/day) than in-situ field emission measurements (704.7 g CO2e/cap/day), implying that relying solely on IPCC guidelines may lead to underestimation of GHG emission from OSS. Our findings underscore the importance of considering local contexts and environmental factors when estimating GHG emissions from OSS. Plausible mitigation measures for GHG emissions from OSS include converting waste to biogas in anaerobic systems (e.g. biogas), applying biochar, and implementing mitigation policies that equally address inequalities in sanitation service access. Future research on GHG from OSS should focus on in-situ measurements of GHGs from pit latrines and other common OSS in developing countries, understanding the fate and transport of dissolved organics like CH4 in OSS effluents and impacts of microbial communities in OSS on GHG emissions. Addressing these gaps will enable more holistic and effective management of GHG emissions from OSS.
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Affiliation(s)
- Musa Manga
- Department of Environmental Sciences and Engineering, The Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 0030 Michael Hooker Research Center, 135 Dauer Drive, Campus Box # 7431, NC 27599, Chapel Hill, NC, USA; Department of Construction Economics and Management, College of Engineering, Design, Art and Technology (CEDAT), Makerere University, P.O. Box 7062, Kampala, Uganda.
| | - Chimdi C Muoghalu
- Department of Environmental Sciences and Engineering, The Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 0030 Michael Hooker Research Center, 135 Dauer Drive, Campus Box # 7431, NC 27599, Chapel Hill, NC, USA
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Liu R, Hu Y, Zhan X, Zhong J, Zhao P, Feng H, Dong Q, Siddique KHM. The response of crop yield, carbon sequestration, and global warming potential to straw and biochar applications: A meta-analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 907:167884. [PMID: 37858816 DOI: 10.1016/j.scitotenv.2023.167884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/07/2023] [Accepted: 10/14/2023] [Indexed: 10/21/2023]
Abstract
Organic materials play an important role in improving crop yield. However, due to variations in natural and field management practices, the impact of straw incorporation (NS) and biochar addition (NB) on soil organic carbon (SOC) sequestration and global warming potential (GWP) remains uncertain. This meta-analysis synthesizes the findings from 112 published studies, encompassing 897 samples, to assess the effects of NS and NB on crop yield, SOC, and GWP. The results reveal that Northeast China has the highest SOC stocks (40.80 Mg ha-1) and annual SOC sequestration (4.27 Mg ha-1 yr-1) compared to other regions. Notably, the NS and NB differ in their effect sizes on improving crop yield (7.68 % and 8.23 %, respectively) and SOC (6.92 % and 30.72 %, respectively), with opposing effects on GWP (increasing by 37.69 % in NS and decreasing by 23.94 % in NB). Following organic material application, climatic conditions, crop and field type, and soil properties affected SOC content and GWP. The main factors influencing variations in crop yield, SOC, and GWP were mean annual temperature and precipitation, initial SOC content, and soil pH, accounting for 57.46 %-60.29 %, 54.75 %-58.52 %, and 61.81 %-65.11 %, respectively. Considering the need to balance food demand, soil fertility and environmental benefits, biochar emerges as a recommended strategy for advancing future agriculture goals. In summary, this study quantitatively assessed the impact of organic material on crop yield, SOC, and greenhouse gas emissions, offering a scientific foundation for optimizing these factors under diverse regional conditions.
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Affiliation(s)
- Rong Liu
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China
| | - Yiyun Hu
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China
| | - Xiangsheng Zhan
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China
| | - Jiawang Zhong
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China
| | - Peng Zhao
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China
| | - Hao Feng
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China; Institute of Soil and Water Conservation, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Qin'ge Dong
- College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling 712100, China; Institute of Soil and Water Conservation, Northwest A&F University, Yangling, Shaanxi 712100, China.
| | - Kadambot H M Siddique
- The UWA Institute of Agriculture and School of Agriculture & Environment, The University of Western Australia, Perth, Western Australia, Australia
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Liu L, Li C, Xie F, Li H, Liu Q, Lai L. Study on the mechanism of co-pyrolysed biochar on soil DOM evolution in short-term cabbage waste decomposition. CHEMOSPHERE 2023; 344:140291. [PMID: 37769915 DOI: 10.1016/j.chemosphere.2023.140291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 09/23/2023] [Accepted: 09/25/2023] [Indexed: 10/03/2023]
Abstract
Cabbage waste returned soil was studied to assess the short-term influences of the application of cabbage waste biochar (CB), pine wood biochar (PB), and co-pyrolysed biochar (PCB) on soil dissolved organic matter (DOM) evolution. The decrease in DOM and soil organic matter (SOM) content was greater in the biochar-added soils during 35 days of decomposition. The DOM and SOM content in PCB added group decreased by 26.96 mg L-1 and 4.48 g kg-1, respectively. The increase in relative abundance of humic acid-like substances in DOMs was higher in the biochar-added soils during decomposition, which increased by 4.29% in PCB added group. PCB addition also resulted in a high SOM content (initial content of 78.82 g kg-1), and mineral elements were introduced into the soil, thus increasing soil pH (7.81) and electrical conductivity (574.67 μs cm-1). Moreover, the addition of biochars attenuated the decrease in average relative abundance of Bacillaceae and promoted bacterial proliferation during decomposition. The application of biochars regulated the soil bacterial community and promoted organic matter conversion and soil DOM evolution.
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Affiliation(s)
- Le Liu
- National and Local Joint Engineering Research Center of Biomass Resource Utilization, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, PR China
| | - Cheng Li
- National and Local Joint Engineering Research Center of Biomass Resource Utilization, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, PR China
| | - Fengxing Xie
- The Institute of Agricultural Resources and Environment, Tianjin Academy of Agricultural Sciences, Tianjin, 300384, PR China
| | - Haixiao Li
- School of Environmental Science and Engineering, Hubei Polytechnic University, Hubei, Huangshi, 435003, PR China
| | - Qinglong Liu
- National and Local Joint Engineering Research Center of Biomass Resource Utilization, College of Environmental Science and Engineering, Nankai University, Tianjin, 300350, PR China.
| | - Lisong Lai
- Tianjin Agricultural Development Service Center, Tianjin, 300061, PR China.
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Lin X, Al-Dhabi NA, Li F, Wang N, Peng H, Chen A, Wu G, Zhang J, Zhang L, Huang H, Yan B, Luo L, Tang W. Relative contribution of ammonia-oxidizing bacteria and denitrifying fungi to N 2O production during rice straw composting with biochar and biogas residue amendments. BIORESOURCE TECHNOLOGY 2023; 390:129891. [PMID: 37863336 DOI: 10.1016/j.biortech.2023.129891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/09/2023] [Accepted: 10/17/2023] [Indexed: 10/22/2023]
Abstract
Nitrous oxide (N2O) production is associated with ammonia-oxidizing bacteria (amoA-AOB) and denitrifying fungi (nirK-fungi) during the incorporation of biochar and biogas residue composting. This research examined the relative contribution of alterations in the abundance, diversity and structure of amoA-AOB and nirK-fungi communities on N2O emission by real-time PCR and sequence processing. Results showed that N2O emissions showed an extreme relation with the abundance of amoA-AOB (rs = 0.584) while giving credit to nirK-fungi (rs = 0.500). Nitrosomonas and Nitrosospira emerged as the dominant genera driving ammoxidation process. Biogas residue changed the community structure of AOB by altering Nitrosomonadaceae proportion and physiological capacity. The denitrification process, primarily governed by nirK-fungi, served as a crucial pathway for N2O production, unveiling the pivotal mechanism of biochar to suppress N2O emissions. C/N and NH4+-N were identified as significant parameters influencing the distribution of nirK-fungi, especially Micromonospora, Halomonas and Mesorhizobium.
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Affiliation(s)
- Xu Lin
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Naif Abdullah Al-Dhabi
- Department of Botany and Microbiology, College of Science, King Saud University, P. O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Fanghong Li
- State Environmental Protection Key Laboratory of Environmental Pollution Health Risk Assessment, South China Institute of Environmental Sciences, Ministry of Ecology and Environment of the PR China, Guangzhou 510655, China
| | - Nanyi Wang
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Hua Peng
- Hunan Institute of Agro-Environment and Ecology, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Anwei Chen
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Genyi Wu
- College of Environment and Ecology, Hunan Agricultural University, 410128, China
| | - Jiachao Zhang
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China.
| | - Lihua Zhang
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Hongli Huang
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Binghua Yan
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Lin Luo
- College of Environment and Ecology, Hunan Agricultural University, 410128, China; Yuelu Mountain Laboratory, Hunan Agricultural University Area, Changsha 410000, Hunan, China
| | - Wangwang Tang
- College of Environmental Science and Engineering, Hunan University, Changsha 410082, China
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Adhikary PP, Mohanty S, Rautaray SK, Manikandan N, Mishra A. Alternate wetting and drying water management can reduce phosphorus availability under lowland rice cultivation irrespective of nitrogen level. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023; 195:1420. [PMID: 37932575 DOI: 10.1007/s10661-023-12052-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/27/2023] [Indexed: 11/08/2023]
Abstract
The limited availability of phosphorus (P) in the soil, which is affected by soil moisture, has a significant impact on crop production. However, we still do not fully understand how water management and nitrogen (N) addition affect the availability of P in paddy soil. An evaluation of the effects of two water management strategies that is continuous flooding (CF) and alternate wetting and drying (AWD) irrigation along with various nitrogenous fertilizer addition rates (equivalent to 0, 100%, 133%, and 166% recommended dose of N addition) on P availability in paddy soil took place over the course of a 2-year field experiment. The results showed that water management had a significant influence on ferrous iron, microbial biomass P, and soil-available P. However, the addition of N did not affect the availability of P in the soil. When N was added at various rates, AWD consistently reduced the amount of soil-available P compared to CF. This was primarily because AWD increased microbial biomass, which immobilized P and decreased the content of ferrous iron. As a result, the soil's ability to absorb P increased, leading to a decrease in the amount of P available. In conclusion, AWD decreases the amount of available P in paddy soil compared to CF.
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Affiliation(s)
- Partha Pratim Adhikary
- ICAR - Indian Institute of Water Management, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India.
| | - Sheelabhadra Mohanty
- ICAR - Indian Institute of Water Management, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India
| | - Sachin Kanta Rautaray
- ICAR - Indian Institute of Water Management, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India
| | - Narayanan Manikandan
- ICAR - Indian Institute of Water Management, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India
| | - Atmaram Mishra
- ICAR - Indian Institute of Water Management, Chandrasekharpur, Bhubaneswar, Odisha, 751023, India
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Lansing JS, Kremer JN, Suryawan IBG, Sathiakumar S, Jacobs GS, Chung NN, Artha Wiguna IWA. Adaptive irrigation management by Balinese farmers reduces greenhouse gas emissions and increases rice yields. Philos Trans R Soc Lond B Biol Sci 2023; 378:20220400. [PMID: 37718599 PMCID: PMC10505851 DOI: 10.1098/rstb.2022.0400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 08/15/2023] [Indexed: 09/19/2023] Open
Abstract
The potential for changes in water management regimes to reduce greenhouse gases (GHG) in rice paddies has recently become a major topic of research in Asia, with implications for top-down versus bottom-up management strategies. Flooded rice paddies are a major source of anthropogenic GHG emissions and are responsible for approximately 11% of global anthropogenic methane (CH4) emissions. However, rice is also the most important food crop for people in low- and lower-middle-income countries. While CH4 emissions can be reduced by lessening the time the plants are submerged, this can trigger increased emissions of nitrous oxide (N2O), a more potent GHG. Mitigation options for CH4 and N2O are different, and minimizing one gas may increase the emission of the other. Accurate measurement of these gas emissions in rice paddies is difficult, and the results are controversial. We analysed these trade-offs using continuous high-precision measurements in a closed chamber in 2018-2020. Based on the results, we tested a bottom-up adaptive irrigation regime that improves nitrogen uptake by rice plants while reducing combined GHG emissions and nitrogen runoff from paddies to reefs in agricultural drainages. In 2023, we undertook a follow-up study in which farmers obtained higher rice yields with adaptive intermittent irrigation compared to uniformly flooded fields. These results use the polycentric, self-governing capacity of Balinese subaks for continuous adaptation. This article is part of the theme issue 'Climate change adaptation needs a science of culture'.
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Affiliation(s)
- J. S. Lansing
- Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM, 87501, USA
- Complexity Science Hub, Vienna, 1080, Austria
| | - J. N. Kremer
- University of Connecticut Avery Point, Groton, CT 06340, USA
| | - I. B. G. Suryawan
- Balai Pengkajian Teknologi Pertanian Bali, Jl By Pass Ngurah Rai, Denpasar Selatan, Bali 80222, Indonesia
| | - S. Sathiakumar
- Department of Earth Sciences, University of Southern California, 90089
- Earth Observatory of Singapore, Nanyang Technological UniversitySingapore 639758
| | - G. S. Jacobs
- Department of Archaeology, University of Cambridge, Downing Street, Cambridge, CB2 3DZ, UK
| | - N. N. Chung
- Singapore University of Social Sciences, 599494 Singapore
| | - I. Wy A. Artha Wiguna
- Balai Pengkajian Teknologi Pertanian Bali, Jl By Pass Ngurah Rai, Denpasar Selatan, Bali 80222, Indonesia
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9
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Lu C, Zhu Q, Qiu M, Fan X, Luo J, Liang Y, Ma Y. Effects of different soil water holding capacities on vegetable residue return and its microbiological mechanism. Front Microbiol 2023; 14:1257258. [PMID: 37744912 PMCID: PMC10513456 DOI: 10.3389/fmicb.2023.1257258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 08/07/2023] [Indexed: 09/26/2023] Open
Abstract
With the gradual expansion of the protected vegetable planting area, dense planting stubbles and increasing labor cost, the treatment of vegetable residues has become an urgent problem to be solved. Soil bacterial community structure plays an important role in vegetable residue return and is susceptible to environmental changes. Therefore, understanding the influences of different soil water holding capacities on plant residue decomposition and soil bacterial communities is important for biodegradation. During the whole incubation period, the weight loss ratio of plant residue with 100% water holding capacity was 69.60 to 75.27%, which was significantly higher than that with 60% water holding capacity in clay and sandy soil, indicating that high water holding capacity promoted the decomposition of plant residue. The degradation of lignin and cellulose was also promoted within 14 days. Furthermore, with the increase in soil water holding capacity, the contents of NH4+ increased to 5.36 and 4.54 times the initial value in the clay and sandy soil, respectively. The increase in napA and nrfA resulted in the conversion of NO3- into NH4+. The increase in water holding capacity made the bacterial network structure more compact and changed the keystone bacteria. The increase in water holding capacity also increased the relative abundance of Firmicutes at the phylum level and Symbiobacterium, Clostridium at the genus level, which are all involved in lignin and cellulose degradation and might promote their degradation. Overall, these findings provide new insight into the effects of different soil water holding capacities on the degradation of plant residues in situ and the corresponding bacterial mechanisms.
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Affiliation(s)
- Chao Lu
- Institute of Agricultural Resource and Environmental Sciences, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- National Agricultural Experimental Station for Agricultural Environment, Nanjing, China
| | - Qian Zhu
- Institute of Agricultural Resource and Environmental Sciences, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- National Agricultural Experimental Station for Agricultural Environment, Nanjing, China
| | - Meihua Qiu
- Jiangsu Province Station of Farmland Quality and Agro-Environmental Protection, Nanjing, China
| | - Xinhui Fan
- Jiangsu Province Station of Farmland Quality and Agro-Environmental Protection, Nanjing, China
| | - Jia Luo
- Institute of Agricultural Resource and Environmental Sciences, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- National Agricultural Experimental Station for Agricultural Environment, Nanjing, China
| | - Yonghong Liang
- Jiangsu Province Station of Farmland Quality and Agro-Environmental Protection, Nanjing, China
| | - Yan Ma
- Institute of Agricultural Resource and Environmental Sciences, Jiangsu Academy of Agricultural Sciences, Nanjing, China
- National Agricultural Experimental Station for Agricultural Environment, Nanjing, China
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10
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Kan ZR, Wang Z, Chen W, Virk AL, Li FM, Liu J, Xue Y, Yang H. Soil organic carbon regulates CH 4 production through methanogenic evenness and available phosphorus under different straw managements. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 328:116990. [PMID: 36508980 DOI: 10.1016/j.jenvman.2022.116990] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/20/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
Methane (CH4) is the main greenhouse gas emitted from rice paddy fields driven by methanogens, for which methanogenic abundance on CH4 production has been intensively investigated. However, information is limited about the relationship between methanogenic diversity (e.g., richness and evenness) and CH4 production. Three independent field experiments with different straw managements including returning method, burial depth, and burial amount were used to identify the effects of methanogenic diversity on CH4 production, and its regulating factors from soil properties in a rice-wheat cropping system. The results showed that methanogenic evenness (dominance) can explain 23% of variations in CH4 production potential. CH4 production potential was positively related to methanogenic evenness (R2 = 0.310, p < 0.001), which is driven by soil organic carbon (SOC), available phosphorus (AP), and nitrate (NO3-) through structure equation model (SEM). These findings indicate that methanogenic evenness has a critical role in evaluating the responses of CH4 production to agricultural practices following changes in soil properties. The SEM also revealed that SOC concentration influenced CH4 production potential indirectly via complementarity of methanogenic evenness (dominance) and available phosphorus (AP). Increasing SOC accumulation improved AP release and stimulated CH4 production when SOC was at a low level, whereas decreased evenness and suppressed CH4 production when SOC was at a high level. A nonlinear relationship was detected between SOC and CH4 production potential, and CH4 production potential decreased when SOC was ≥14.16 g kg-1. Our results indicated that the higher SOC sequestration can not only mitigate CO2 emissions directly but CH4 emissions indirectly, highlighting the importance to enhance SOC sequestration using optimum agricultural practices in a rice-wheat cropping system.
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Affiliation(s)
- Zheng-Rong Kan
- College of Agriculture, Nanjing Agricultural University, Nanjing 210095, PR China
| | - Zirui Wang
- College of Agriculture, Nanjing Agricultural University, Nanjing 210095, PR China
| | - Wei Chen
- College of Agriculture, Nanjing Agricultural University, Nanjing 210095, PR China
| | - Ahmad Latif Virk
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, 311300, PR China
| | - Feng-Min Li
- College of Agriculture, Nanjing Agricultural University, Nanjing 210095, PR China
| | - Jian Liu
- Institute of Agricultural Sciences in Yanjiang District of Jiangsu Province, Rugao, 226500, PR China
| | - Yaguang Xue
- Institute of Agricultural Sciences in Yanjiang District of Jiangsu Province, Rugao, 226500, PR China.
| | - Haishui Yang
- College of Agriculture, Nanjing Agricultural University, Nanjing 210095, PR China; Jiangsu Key Laboratory for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, PR China; Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, PR China.
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11
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Cheng P, Tang H, Lin F, Kong X. Bibliometrics of the nexus between food security and carbon emissions: hotspots and trends. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:25981-25998. [PMID: 36350447 DOI: 10.1007/s11356-022-23970-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 10/30/2022] [Indexed: 06/16/2023]
Abstract
With the growth of global food demand, agricultural carbon emissions caused by agricultural production have become a major challenge in controlling global warming. However, a systematic and visual literature review of food security and carbon emissions (FSCE) is still lacking, and there is a lack of exploration on the balanced path between ensuring food security and realizing carbon emission reduction. Based on 872 articles related to FSCE in the Web of Science (WOS) core database, this paper used CiteSpace and VOSviewer bibliometric software to analyze the relevant research focus and trends. This study found that developed countries dominated the research in this field, and the quantity, quality, and intensity of their authors, institutions, and cooperation among countries are higher than those of developing countries. Although the intensity of interdisciplinary cooperation has increased, it remains at a low level. Since 2007, the number of papers published in this field has increased significantly, and the research perspectives have diversified. Moreover, the research theme continues to expand with the core of "food security," involving the impact of climate change, crop production and food security, soil carbon sequestration, and farmers' livelihood sustainability. In addition, food production, food transportation, and food loss reduction are key paths that need to be balanced to ensure global food security and realize carbon emission reduction, and how to promote "economic growth" under the constraints of FSCE will be a future research hotspot.
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Affiliation(s)
- Peng Cheng
- School of Resource and Environmental Sciences, Wuhan University, Wuhan, Hubei, 430079, China
| | - Houtian Tang
- School of Public Administration, Central South University, Changsha, Hunan, 410083, China
| | - Feifei Lin
- School of Resource and Environmental Sciences, Wuhan University, Wuhan, Hubei, 430079, China
| | - Xuesong Kong
- School of Resource and Environmental Sciences, Wuhan University, Wuhan, Hubei, 430079, China.
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12
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Microbial-Mediated Emissions of Greenhouse Gas from Farmland Soils: A Review. Processes (Basel) 2022. [DOI: 10.3390/pr10112361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The greenhouse effect is one of the concerning environmental problems. Farmland soil is an important source of greenhouse gases (GHG), which is characterized by the wide range of ways to produce GHG, multiple influencing factors and complex regulatory measures. Therefore, reducing GHG emissions from farmland soil is a hot topic for relevant researchers. This review systematically expounds on the main pathways of soil CO2, CH4 and N2O; analyzes the effects of soil temperature, moisture, organic matter and pH on various GHG emissions from soil; and focuses on the microbial mechanisms of soil GHG emissions under soil remediation modes, such as biochar addition, organic fertilizer addition, straw return and microalgal biofertilizer application. Finally, the problems and environmental benefits of various soil remediation modes are discussed. This paper points out the important role of microalgae biofertilizer in the GHG emissions reduction in farmland soil, which provides theoretical support for realizing the goal of “carbon peaking and carbon neutrality” in agriculture.
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13
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Kan Z, Chen Z, Wei Y, Virk AL, Bohoussou NY, Lal R, Zhao X, Zhang H. Contribution of wheat and maize to soil organic carbon in a wheat‐maize cropping system: a field and laboratory study. J Appl Ecol 2022. [DOI: 10.1111/1365-2664.14265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Zheng‐Rong Kan
- College of Agriculture Nanjing Agricultural University Nanjing PR China
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
| | - Zhe Chen
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
| | - Yu‐Xin Wei
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
| | - Ahmad Latif Virk
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
| | - N’dri Yves Bohoussou
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
| | - Rattan Lal
- CFAES Rattan Lal Center for Carbon Management and Sequestration, School of Environment and Natural Resources The Ohio State University Columbus Ohio USA
| | - Xin Zhao
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
| | - Hai‐Lin Zhang
- College of Agronomy and Biotechnology China Agricultural University Beijing PR China
- Key Laboratory of Farming System, Ministry of Agriculture and Rural Affairs of the People's Republic of China Beijing PR China
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14
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Impact of Tillage and Straw Treatment Methods on Rice Growth and Yields in a Rice–Ratoon Rice Cropping System. SUSTAINABILITY 2022. [DOI: 10.3390/su14159290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The rice–ratoon rice cropping system has the advantages of saving labor and imparting economic benefits. Optimizing tillage and straw management is beneficial for improving ratoon rice growth and yield. In this study, field experiments were conducted to examine the effects of four tillage and straw managements on the growth and yield of a rice–ratoon rice cropping system in central China in 2020 to 2021. The managements included no-till with main-season and ratoon-season rice residues retained on the soil’s surface (NT+S), plow tillage with residue retention (CT+S), no-till with residues removed (NT-S), and plow tillage with residues removed (CT-S). Compared to NT, CT significantly increased yield by 33.70% and 29.12% in the main and ratoon seasons, respectively. Compared to straw removal, straw returning significantly increased yield by 13.37% and 27.29% in the main and ratoon seasons, respectively. In general, both CT and straw returning improved root function (root activity and root dry weight) and photosynthetic capacity (leaf area index, net photosynthetic rate, and leaf chlorophyll content). CT combined with straw returning was able to achieve the highest annual rice yield.
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15
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Lin Q, Wang S, Li Y, Riaz L, Yu F, Yang Q, Han S, Ma J. Effects and mechanisms of land-types conversion on greenhouse gas emissions in the Yellow River floodplain wetland. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 813:152406. [PMID: 34921878 DOI: 10.1016/j.scitotenv.2021.152406] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 11/18/2021] [Accepted: 12/10/2021] [Indexed: 06/14/2023]
Abstract
The mechanism and extent of changes in greenhouse gas (GHG) emissions from seasonal river-floodplain wetlands subjected to land-type conversion are unknown. We monitored GHG fluxes and characterized soil microbial communities in four types of wetland (Riverside lower-beach wetland (RLW), Riverside higher-beach wetland (RHW), Cultivated wetland (CW), Mesophytic wetland (MW)) in the Yellow River flood land. Results revealed that land reclamation activities altered the distribution patterns of carbon (C) and nitrogen (N) in soil, as well as the structure and activities of microbial communities, leading to changes in the GHG emissions. Cumulative CO2 and N2O emissions were highest in CW, which were 2.10-10.71 times and 3.19-8.61 times greater than the other three wetlands, respectively, whereas cumulative CH4 emissions were highest in RLW (1850.192 mg·m-2). CW exhibited the highest 100-years-scale Global Warming Potential (GWP100-CO2-eq) (81.175 t CO2-eq·ha-1), which was 9.93, 3.12, and 2.11 times greater than RLW, RHW, and MW. Moreover, reclaiming riverside wetland as farmland will increase CO2 and N2O emission fluxes by 54.546-72.684 t·ha-1 and 2.615-2.988 kg·ha-1, respectively. 16S rRNA high throughput sequencing revealed that bacterial community composition changed significantly overtime and seasons. GHG fluxes showed a significant positive linear correlation with bacterial OTUs (y = 0.71x-319.4, R2 = 0.304) and Shannon index (y = 228.62x-796.6, R2 = 0.336). Structure equation models indicated that soil C, N and moisture content were the primary factors influencing bacterial community evolution, which had an impact on GHG fluxes. Actinomycetes were significantly affected by total carbon (TC) content, dissolved organic carbon (DOC), and C/N, while ammonia oxidizing and nitrifying bacteria were greatly influenced by NO3--N rather than TN and NH4+-N content. Opportunities exist to reduce GHG emissions and mitigate climate change by maintaining the original state of riverside wetland or restoring cultivated land to wetland in the Yellow River floodplain wetland.
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Affiliation(s)
- Qingwei Lin
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China; Henan Engineering Laboratory for Bioconversion Technology of Functional Microbes, College of Life Science, Henan Normal University, 453007, PR China
| | - Shishi Wang
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China
| | - Yingchen Li
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China; Henan Engineering Laboratory for Bioconversion Technology of Functional Microbes, College of Life Science, Henan Normal University, 453007, PR China
| | - Luqman Riaz
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China
| | - Fei Yu
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China; Henan Engineering Laboratory for Bioconversion Technology of Functional Microbes, College of Life Science, Henan Normal University, 453007, PR China.
| | - Qingxiang Yang
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China; Henan Engineering Laboratory for Bioconversion Technology of Functional Microbes, College of Life Science, Henan Normal University, 453007, PR China
| | - Shijie Han
- School of Life Sciences, Henan University, Kaifeng 475004, PR China
| | - Jianmin Ma
- College of Life Sciences, Henan Normal University, Xinxiang 453007, PR China; Puyang Field Scientific Observation and Research Station for Yellow River Wetland Ecosystem, Henan Province, PR China; Henan Engineering Laboratory for Bioconversion Technology of Functional Microbes, College of Life Science, Henan Normal University, 453007, PR China.
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16
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Tang R, Zhao J, Liu Y, Huang X, Zhang Y, Zhou D, Ding A, Nielsen CP, Wang H. Air quality and health co-benefits of China's carbon dioxide emissions peaking before 2030. Nat Commun 2022; 13:1008. [PMID: 35197466 PMCID: PMC8866434 DOI: 10.1038/s41467-022-28672-3] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 02/01/2022] [Indexed: 11/09/2022] Open
Abstract
Recent evidence shows that carbon emissions in China are likely to peak ahead of 2030. However, the social and economic impacts of such an early carbon peak have rarely been assessed. Here we focus on the economic costs and health benefits of different carbon mitigation pathways, considering both possible socio-economic futures and varying ambitions of climate policies. We find that an early peak before 2030 in line with the 1.5 °C target could avoid ~118,000 and ~614,000 PM2.5 attributable deaths under the Shared Socioeconomic Pathway 1, in 2030 and 2050, respectively. Under the 2 °C target, carbon mitigation costs could be more than offset by health co-benefits in 2050, bringing a net benefit of $393-$3,017 billion (in 2017 USD value). This study not only provides insight into potential health benefits of an early peak in China, but also suggests that similar benefits may result from more ambitious climate targets in other countries.
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Affiliation(s)
- Rong Tang
- Joint International Research Laboratory of Atmospheric and Earth System Sciences, School of Atmospheric Sciences, Nanjing University, Nanjing, 210023, China
| | - Jing Zhao
- State Key Laboratory of Pollution Control and Resource Reuse, School of Environment, Nanjing University, Nanjing, 210023, China
- State Environmental Protection Key Laboratory of Environmental Planning and Policy Simulation, Chinese Academy of Environmental Planning, Beijing, 100012, China
| | - Yifan Liu
- State Key Laboratory of Pollution Control and Resource Reuse, School of Environment, Nanjing University, Nanjing, 210023, China
| | - Xin Huang
- Joint International Research Laboratory of Atmospheric and Earth System Sciences, School of Atmospheric Sciences, Nanjing University, Nanjing, 210023, China
- Collaborative Innovation Center of Climate Change, Jiangsu Province, Nanjing, 210023, China
| | - Yanxu Zhang
- Joint International Research Laboratory of Atmospheric and Earth System Sciences, School of Atmospheric Sciences, Nanjing University, Nanjing, 210023, China
| | - Derong Zhou
- Joint International Research Laboratory of Atmospheric and Earth System Sciences, School of Atmospheric Sciences, Nanjing University, Nanjing, 210023, China
- Collaborative Innovation Center of Climate Change, Jiangsu Province, Nanjing, 210023, China
| | - Aijun Ding
- Joint International Research Laboratory of Atmospheric and Earth System Sciences, School of Atmospheric Sciences, Nanjing University, Nanjing, 210023, China
- Collaborative Innovation Center of Climate Change, Jiangsu Province, Nanjing, 210023, China
- Frontiers Science Center for Critical Earth Material Cycling, Nanjing University, Nanjing, 210023, PR China
| | - Chris P Nielsen
- Harvard-China Project on Energy, Economy and Environment, Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Haikun Wang
- Joint International Research Laboratory of Atmospheric and Earth System Sciences, School of Atmospheric Sciences, Nanjing University, Nanjing, 210023, China.
- Collaborative Innovation Center of Climate Change, Jiangsu Province, Nanjing, 210023, China.
- Frontiers Science Center for Critical Earth Material Cycling, Nanjing University, Nanjing, 210023, PR China.
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