Aviyan Pandey, Lahiru Gamage, Matthew Manu, Xuehan Wang, Jonathon Alford, Suping Zhou, Jason de Koff, Dafeng Hui, Jianwei Li
Understanding the effects of multiple global change drivers, for example, warming (W) and nitrogen (N) fertilization, is critical for accurately predicting ecosystem responses to climate change. This study investigates the main and interactive effects of soil warming and N fertilization on soil organic carbon (SOC), total nitrogen (TN), microbial biomass, extracellular enzyme activities (EEAs), and soil respiration (Rs) in a switchgrass (Panicum virgatum) cropland located in Middle Tennessee. The field experiment employed a split-plot design with two levels of warming (ambient and heated) and two levels of N fertilization (zero and 168 kg N ha−1 year−1). Hourly measurements of Rs, soil temperature (T), and volumetric moisture (Mv), along with biweekly SOC, TN, microbial biomass carbon (MBC) and nitrogen (MBN), and EEAs in soil samples (0–10 cm) were quantified consecutively for 1 year. Warming significantly increased T by 2.92°C, reduced Mv by 32%, and enhanced Rs by 19%, respectively, but significantly reduced nitrogen acquisition enzyme (Nacq), acid phosphatase (AP), peroxidase (PER), and oxidase (OX). Relative to unfertilized treatment, N fertilization significantly reduced Rs by 14%. There were no significant main or interactive effects of warming and N fertilization on MBC, MBN, SOC, TN, and C:N. A significant negative interaction of warming and N fertilization on Rs was observed, such that N fertilization suppressed Rs by 24% compared to unfertilized treatments under warming conditions. In addition, a significant negative interaction on PER and a significant positive interaction on AP were observed. These results suggest that warming significantly enhanced soil respiratory C losses, while N fertilization reduced this warming impact, likely through reduced enzyme activity and shifts in microbial community function and resource use. The need for long-term field trials is imperative to elucidate the mechanisms underlying these responses under the combined warming and N fertilization, particularly in bioenergy croplands.
了解多种全球变化驱动因素的影响,例如变暖(W)和氮肥(N)施肥,对于准确预测生态系统对气候变化的响应至关重要。研究了土壤增温和施氮对美国田纳西州中部柳枝稷(Panicum virgatum)农田土壤有机碳(SOC)、全氮(TN)、微生物量、胞外酶活性(EEAs)和土壤呼吸(Rs)的主要和交互影响。田间试验采用两级增温(环境和加热)和两级施氮(0和168 kg N / h−1年−1年)的分畦设计。每小时测量土壤温度(T)和体积水分(Mv),以及每两周测量土壤样品(0-10 cm)的SOC、TN、微生物生物量碳(MBC)和氮(MBN)和EEAs,连续测量1年。升温显著提高了T(2.92°C)、Mv(32%)和Rs(19%),但显著降低了氮素获取酶(Nacq)、酸性磷酸酶(AP)、过氧化物酶(PER)和氧化酶(OX)。与未施肥处理相比,施氮显著降低了14%的Rs。增温与施氮对MBC、MBN、SOC、TN和C:N均无显著的主效应或交互效应。增温与施氮对Rs的负交互作用显著,增温条件下施氮对Rs的抑制比未施氮处理低24%。此外,在PER上观察到显著的负相互作用,在AP上观察到显著的正相互作用。这些结果表明,增温显著增加了土壤呼吸碳损失,而施氮可能通过降低酶活性、改变微生物群落功能和资源利用来减少这种增温影响。为了阐明在增温和氮肥联合施用下,特别是在生物能源农田中这些反应的机制,需要进行长期的田间试验。
{"title":"Interactive Effects of Warming and Nitrogen Fertilization on Soil Organic Carbon, Total Nitrogen, Soil Respiration, and Microbial Activities","authors":"Aviyan Pandey, Lahiru Gamage, Matthew Manu, Xuehan Wang, Jonathon Alford, Suping Zhou, Jason de Koff, Dafeng Hui, Jianwei Li","doi":"10.1111/gcbb.70081","DOIUrl":"10.1111/gcbb.70081","url":null,"abstract":"<p>Understanding the effects of multiple global change drivers, for example, warming (W) and nitrogen (N) fertilization, is critical for accurately predicting ecosystem responses to climate change. This study investigates the main and interactive effects of soil warming and N fertilization on soil organic carbon (SOC), total nitrogen (TN), microbial biomass, extracellular enzyme activities (EEAs), and soil respiration (R<sub>s</sub>) in a switchgrass (<i>Panicum virgatum</i>) cropland located in Middle Tennessee. The field experiment employed a split-plot design with two levels of warming (ambient and heated) and two levels of N fertilization (zero and 168 kg N ha<sup>−1</sup> year<sup>−1</sup>). Hourly measurements of R<sub>s</sub>, soil temperature (T), and volumetric moisture (M<sub>v</sub>), along with biweekly SOC, TN, microbial biomass carbon (MBC) and nitrogen (MBN), and EEAs in soil samples (0–10 cm) were quantified consecutively for 1 year. Warming significantly increased T by 2.92°C, reduced M<sub>v</sub> by 32%, and enhanced R<sub>s</sub> by 19%, respectively, but significantly reduced nitrogen acquisition enzyme (<i>N</i><sub><i>acq</i></sub>), acid phosphatase (<i>AP</i>), peroxidase (<i>PER</i>), and oxidase (<i>OX</i>). Relative to unfertilized treatment, N fertilization significantly reduced R<sub>s</sub> by 14%. There were no significant main or interactive effects of warming and N fertilization on MBC, MBN, SOC, TN, and C:N. A significant negative interaction of warming and N fertilization on R<sub>s</sub> was observed, such that N fertilization suppressed R<sub>s</sub> by 24% compared to unfertilized treatments under warming conditions. In addition, a significant negative interaction on <i>PER</i> and a significant positive interaction on <i>AP</i> were observed. These results suggest that warming significantly enhanced soil respiratory C losses, while N fertilization reduced this warming impact, likely through reduced enzyme activity and shifts in microbial community function and resource use. The need for long-term field trials is imperative to elucidate the mechanisms underlying these responses under the combined warming and N fertilization, particularly in bioenergy croplands.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 3","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70081","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147300028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Negar Omidvar, Md Hafiz All Hosen, Michael B. Farrar, Lakmini Dissanayake, Georgette Leah Burns, Shilpi Das, Apurbo Kumar Chaki, Mrinmoy Guha Neogi, M. Wakilur Rahman, Thi Thu Nhan Nguyen, Mehran Rezaei Rashti, Brittany Elliott, Shahla Hosseini Bai
Optimising the efficiency of applied nitrogen (N) fertilisers is essential to sustain agricultural systems. Substantial N losses continue through leaching, volatilisation, and denitrification processes. Co-application of organic amendments and biochar alongside synthetic fertilisers is a widely practiced strategy to enhance N retention, improve soil fertility and increase crop productivity. Previous studies have focused on the specific characteristics of soil amendments and the magnitude of yield change, while N use efficiency (NUE) and economic returns remain uncertain. This meta-analysis examined the effects of synthetic fertiliser applied alone, co-applied with biochar and co-applied with organic amendments, on crop yield, plant N uptake, NUE and economic return within rice cropping systems. Synthetic fertiliser and biochar applied alone increased rice yield by 69.2% ± 30.3 and 33.4% ± 34.9, respectively (Bootstrap 95% CI), whereas yield further increased by co-applying biochar (+104.8% ± 37.5) and organic amendments (+80.2% ± 18.2) with fertiliser compared with non-fertilised control. Co-applying organic amendments (+20.9% ± 29.7) and co-applying biochar (+35.1% ± 18.3) with synthetic fertiliser increased NUE compared with fertilised control. For rice crops under low N application (< 150 kg ha−1), co-applying biochar with fertiliser increased yields more than co-applying organic amendments (+70.1% ± 0.7 vs. +52.5% ± 0.3, respectively). Within acidic soils, co-applying biochar with fertiliser (+72.9% ± 0.4) led to higher yield than co-applying organic matter (+36.0% ± 0.9), and among soils with high organic carbon concentration, co-applying biochar with fertiliser increased yield by 97.6% ± 1.6, compared with yield increases observed by co-applying organic matter with fertiliser at 29.4% ± 0.5 and fertiliser alone at 25.6% ± 0.2. The main factors driving rice yield were N application rate, co-application method and soil organic carbon concentration. Co-applying either biochar or organic amendments did not significantly differ in benefit–cost ratio with benefit–cost ratios of 35.1% ± 9.2 and 18.1 ± 26.5, respectively compared with fertilised control. Co-applying either biochar or organic amendments with synthetic fertilisers decreased N inputs and increased economic return, therefore improving sustainability in rice cropping systems.
优化氮肥施用效率对维持农业系统至关重要。大量氮通过淋滤、挥发和反硝化过程继续损失。有机改良剂和生物炭与合成肥料共同施用是一种广泛实践的策略,可增强氮潴留,改善土壤肥力和提高作物生产力。以往的研究主要集中在土壤改良的具体特征和产量变化幅度上,而氮素利用效率(NUE)和经济效益仍不确定。本荟萃分析考察了单独施用合成肥料、与生物炭共施用以及与有机改进剂共施用对水稻种植系统内作物产量、植物氮素吸收、氮肥利用效率和经济回报的影响。单独施用合成肥料和生物炭可使水稻产量分别提高69.2%±30.3和33.4%±34.9 (Bootstrap 95% CI),而与不施肥对照相比,混合施用生物炭(+104.8%±37.5)和有机改进剂(+80.2%±18.2)可进一步提高产量。与对照相比,有机改进剂(+20.9%±29.7)和生物炭(+35.1%±18.3)与合成肥料共施可提高氮肥利用率。对于低施氮量(150 kg hm2 - 1)的水稻作物,生物炭与化肥共施比有机改进剂更能提高产量(分别为+70.1%±0.7 vs +52.5%±0.3)。在酸性土壤中,生物炭与肥料共施(+72.9%±0.4)的产量高于有机质共施(+36.0%±0.9)的产量;在有机碳浓度较高的土壤中,生物炭与肥料共施的产量提高了97.6%±1.6,而有机质与肥料共施的产量提高了29.4%±0.5,单独施肥的产量提高了25.6%±0.2。影响水稻产量的主要因素是施氮量、共施方式和土壤有机碳浓度。混合施用生物炭或有机改良剂的效益成本比与对照相比差异不显著,分别为35.1%±9.2和18.1±26.5。生物炭或有机改良剂与合成肥料共施可减少氮素投入,提高经济回报,从而提高水稻种植系统的可持续性。
{"title":"Co-Application of Biochar and Organic Matter With Synthetic Fertilisers Improves Nitrogen Use Efficiency, Rice Yield and Benefit–Cost Ratio: A Meta-Analysis","authors":"Negar Omidvar, Md Hafiz All Hosen, Michael B. Farrar, Lakmini Dissanayake, Georgette Leah Burns, Shilpi Das, Apurbo Kumar Chaki, Mrinmoy Guha Neogi, M. Wakilur Rahman, Thi Thu Nhan Nguyen, Mehran Rezaei Rashti, Brittany Elliott, Shahla Hosseini Bai","doi":"10.1111/gcbb.70105","DOIUrl":"10.1111/gcbb.70105","url":null,"abstract":"<p>Optimising the efficiency of applied nitrogen (N) fertilisers is essential to sustain agricultural systems. Substantial N losses continue through leaching, volatilisation, and denitrification processes. Co-application of organic amendments and biochar alongside synthetic fertilisers is a widely practiced strategy to enhance N retention, improve soil fertility and increase crop productivity. Previous studies have focused on the specific characteristics of soil amendments and the magnitude of yield change, while N use efficiency (NUE) and economic returns remain uncertain. This meta-analysis examined the effects of synthetic fertiliser applied alone, co-applied with biochar and co-applied with organic amendments, on crop yield, plant N uptake, NUE and economic return within rice cropping systems. Synthetic fertiliser and biochar applied alone increased rice yield by 69.2% ± 30.3 and 33.4% ± 34.9, respectively (Bootstrap 95% CI), whereas yield further increased by co-applying biochar (+104.8% ± 37.5) and organic amendments (+80.2% ± 18.2) with fertiliser compared with non-fertilised control. Co-applying organic amendments (+20.9% ± 29.7) and co-applying biochar (+35.1% ± 18.3) with synthetic fertiliser increased NUE compared with fertilised control. For rice crops under low N application (< 150 kg ha<sup>−1</sup>), co-applying biochar with fertiliser increased yields more than co-applying organic amendments (+70.1% ± 0.7 vs. +52.5% ± 0.3, respectively). Within acidic soils, co-applying biochar with fertiliser (+72.9% ± 0.4) led to higher yield than co-applying organic matter (+36.0% ± 0.9), and among soils with high organic carbon concentration, co-applying biochar with fertiliser increased yield by 97.6% ± 1.6, compared with yield increases observed by co-applying organic matter with fertiliser at 29.4% ± 0.5 and fertiliser alone at 25.6% ± 0.2. The main factors driving rice yield were N application rate, co-application method and soil organic carbon concentration. Co-applying either biochar or organic amendments did not significantly differ in benefit–cost ratio with benefit–cost ratios of 35.1% ± 9.2 and 18.1 ± 26.5, respectively compared with fertilised control. Co-applying either biochar or organic amendments with synthetic fertilisers decreased N inputs and increased economic return, therefore improving sustainability in rice cropping systems.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 3","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70105","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146130003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lakmini Dissanayake, Michael B. Farrar, Negar Omidvar, Stephen Joseph, Kane Trubenbacher, Md. Hafiz Hosen, Lei Guo, Weiyi Liu, Yifan Bai, Zhihong Xu, Shahla Hosseini Bai
Developing high-efficiency fertilizers with less environmental footprint is essential for sustainable cropping systems. This study evaluated a biochar mineral complex (BMC) to reduce nutrient leaching and increase nutrient use efficiency (NUE), yield, and economic productivity. The novel BMC was produced by pyrolyzing minerals and organic feedstocks. The BMC was co-applied with organic fertilizers to potting media using two methods: (1) rotary incorporation at 10%, 20%, and 50% rates, and (2) applied as a layer in the middle of the pot at 50% rate, and compared with synthetic and organic fertilizer controls. Nutrient availability and leaching, NUE, crop biomass, yield, and net income were examined. The BMC-layered at 50% rate with organic fertilizer improved nitrogen (N) and potassium (K) use efficiencies by +103% and +158%, respectively, compared with synthetic fertilizer and N, phosphorus (P), and K use efficiencies by +60%, +134%, and +92%, respectively, compared with organic fertilizer. Applying BMC at 50% rate reduced potting costs by 12% and 20% compared with organic and synthetic fertilizers, respectively. The BMC-layered at 50% rate increased net income than synthetic fertilizer, achieving comparable income to organic fertilizer. Balanced nutrient fluxes in the rhizosphere increased NUE, sustained plant growth, and yielded results comparable to synthetic and organic fertilizers despite lower input rates. Co-applying BMC-layered at 50% rate reduced nutrient leaching and led to increased NUE by improving CEC, physical entrapment, and surface bonding within the rhizosphere compared with incorporation methods. Therefore, applying a BMC-layer at the 50% rate is recommended to maximize nutrient use without decreasing yield within fertilizer-intensive and soilless cropping systems.
{"title":"Biochar-Based Fertilizer Is Cost-Effective, Reduces Nutrient Input and Improves Nutrient Use Efficiency Without Decreasing Yield","authors":"Lakmini Dissanayake, Michael B. Farrar, Negar Omidvar, Stephen Joseph, Kane Trubenbacher, Md. Hafiz Hosen, Lei Guo, Weiyi Liu, Yifan Bai, Zhihong Xu, Shahla Hosseini Bai","doi":"10.1111/gcbb.70104","DOIUrl":"https://doi.org/10.1111/gcbb.70104","url":null,"abstract":"<p>Developing high-efficiency fertilizers with less environmental footprint is essential for sustainable cropping systems. This study evaluated a biochar mineral complex (BMC) to reduce nutrient leaching and increase nutrient use efficiency (NUE), yield, and economic productivity. The novel BMC was produced by pyrolyzing minerals and organic feedstocks. The BMC was co-applied with organic fertilizers to potting media using two methods: (1) rotary incorporation at 10%, 20%, and 50% rates, and (2) applied as a layer in the middle of the pot at 50% rate, and compared with synthetic and organic fertilizer controls. Nutrient availability and leaching, NUE, crop biomass, yield, and net income were examined. The BMC-layered at 50% rate with organic fertilizer improved nitrogen (N) and potassium (K) use efficiencies by +103% and +158%, respectively, compared with synthetic fertilizer and N, phosphorus (P), and K use efficiencies by +60%, +134%, and +92%, respectively, compared with organic fertilizer. Applying BMC at 50% rate reduced potting costs by 12% and 20% compared with organic and synthetic fertilizers, respectively. The BMC-layered at 50% rate increased net income than synthetic fertilizer, achieving comparable income to organic fertilizer. Balanced nutrient fluxes in the rhizosphere increased NUE, sustained plant growth, and yielded results comparable to synthetic and organic fertilizers despite lower input rates. Co-applying BMC-layered at 50% rate reduced nutrient leaching and led to increased NUE by improving CEC, physical entrapment, and surface bonding within the rhizosphere compared with incorporation methods. Therefore, applying a BMC-layer at the 50% rate is recommended to maximize nutrient use without decreasing yield within fertilizer-intensive and soilless cropping systems.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70104","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146099441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lakmini Dissanayake, Michael B. Farrar, Negar Omidvar, Stephen Joseph, Kane Trubenbacher, Md. Hafiz Hosen, Lei Guo, Weiyi Liu, Yifan Bai, Zhihong Xu, Shahla Hosseini Bai
Developing high-efficiency fertilizers with less environmental footprint is essential for sustainable cropping systems. This study evaluated a biochar mineral complex (BMC) to reduce nutrient leaching and increase nutrient use efficiency (NUE), yield, and economic productivity. The novel BMC was produced by pyrolyzing minerals and organic feedstocks. The BMC was co-applied with organic fertilizers to potting media using two methods: (1) rotary incorporation at 10%, 20%, and 50% rates, and (2) applied as a layer in the middle of the pot at 50% rate, and compared with synthetic and organic fertilizer controls. Nutrient availability and leaching, NUE, crop biomass, yield, and net income were examined. The BMC-layered at 50% rate with organic fertilizer improved nitrogen (N) and potassium (K) use efficiencies by +103% and +158%, respectively, compared with synthetic fertilizer and N, phosphorus (P), and K use efficiencies by +60%, +134%, and +92%, respectively, compared with organic fertilizer. Applying BMC at 50% rate reduced potting costs by 12% and 20% compared with organic and synthetic fertilizers, respectively. The BMC-layered at 50% rate increased net income than synthetic fertilizer, achieving comparable income to organic fertilizer. Balanced nutrient fluxes in the rhizosphere increased NUE, sustained plant growth, and yielded results comparable to synthetic and organic fertilizers despite lower input rates. Co-applying BMC-layered at 50% rate reduced nutrient leaching and led to increased NUE by improving CEC, physical entrapment, and surface bonding within the rhizosphere compared with incorporation methods. Therefore, applying a BMC-layer at the 50% rate is recommended to maximize nutrient use without decreasing yield within fertilizer-intensive and soilless cropping systems.
{"title":"Biochar-Based Fertilizer Is Cost-Effective, Reduces Nutrient Input and Improves Nutrient Use Efficiency Without Decreasing Yield","authors":"Lakmini Dissanayake, Michael B. Farrar, Negar Omidvar, Stephen Joseph, Kane Trubenbacher, Md. Hafiz Hosen, Lei Guo, Weiyi Liu, Yifan Bai, Zhihong Xu, Shahla Hosseini Bai","doi":"10.1111/gcbb.70104","DOIUrl":"https://doi.org/10.1111/gcbb.70104","url":null,"abstract":"<p>Developing high-efficiency fertilizers with less environmental footprint is essential for sustainable cropping systems. This study evaluated a biochar mineral complex (BMC) to reduce nutrient leaching and increase nutrient use efficiency (NUE), yield, and economic productivity. The novel BMC was produced by pyrolyzing minerals and organic feedstocks. The BMC was co-applied with organic fertilizers to potting media using two methods: (1) rotary incorporation at 10%, 20%, and 50% rates, and (2) applied as a layer in the middle of the pot at 50% rate, and compared with synthetic and organic fertilizer controls. Nutrient availability and leaching, NUE, crop biomass, yield, and net income were examined. The BMC-layered at 50% rate with organic fertilizer improved nitrogen (N) and potassium (K) use efficiencies by +103% and +158%, respectively, compared with synthetic fertilizer and N, phosphorus (P), and K use efficiencies by +60%, +134%, and +92%, respectively, compared with organic fertilizer. Applying BMC at 50% rate reduced potting costs by 12% and 20% compared with organic and synthetic fertilizers, respectively. The BMC-layered at 50% rate increased net income than synthetic fertilizer, achieving comparable income to organic fertilizer. Balanced nutrient fluxes in the rhizosphere increased NUE, sustained plant growth, and yielded results comparable to synthetic and organic fertilizers despite lower input rates. Co-applying BMC-layered at 50% rate reduced nutrient leaching and led to increased NUE by improving CEC, physical entrapment, and surface bonding within the rhizosphere compared with incorporation methods. Therefore, applying a BMC-layer at the 50% rate is recommended to maximize nutrient use without decreasing yield within fertilizer-intensive and soilless cropping systems.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70104","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146099440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Increasing demand for multiuse crops in the bioeconomy highlights the potential of industrial hemp (Cannabis sativa L.). However, its regional implementation, particularly in Southern Germany, remains limited. This study examines the industrial hemp value web in the Swabian Alb, assessing its agricultural system resilience through a comprehensive framework of 65 indicators encompassing environmental, social, and economic dimensions. Data were collected through 19 in-depth stakeholder interviews (representing a 76% response rate), elucidating value web dynamics and deconstructing the systemic barriers–regulatory, infrastructural, and economic–that inhibit hemp's full potential. The Swabian Alb, characterised by strong research networks and sustainability awareness, exhibited a volatile hemp cultivation area, decreasing by 56.9% to 25 ha in 2024 compared to 2023. Results reveal a sharp divergence in performance: while hemp provides significant public goods through soil improvement and biodiversity support (e.g., pollen provision and insect habitat), it performs poorly in private goods due to high labour intensity, financial risk, and low revenue. The study identifies a critical infrastructural gap in regional fibre processing and a market frustrated by niche demand. We conclude that sustainable development requires shifting the narrative away from the ‘miracle plant’ myth toward a realistic communication of challenges, supported by targeted policy interventions, consumer education, and secured sales agreements. These findings provide a roadmap for transitioning industrial hemp from a research-driven niche to a resilient bioeconomic staple.
{"title":"Agricultural System Resilience of Industrial Hemp: An Exploratory Value Web Analysis in the Swabian Alb","authors":"Lena-Sophie Loew, Moritz von Cossel","doi":"10.1111/gcbb.70100","DOIUrl":"https://doi.org/10.1111/gcbb.70100","url":null,"abstract":"<p>Increasing demand for multiuse crops in the bioeconomy highlights the potential of industrial hemp (<i>Cannabis sativa</i> L.). However, its regional implementation, particularly in Southern Germany, remains limited. This study examines the industrial hemp value web in the Swabian Alb, assessing its agricultural system resilience through a comprehensive framework of 65 indicators encompassing environmental, social, and economic dimensions. Data were collected through 19 in-depth stakeholder interviews (representing a 76% response rate), elucidating value web dynamics and deconstructing the systemic barriers–regulatory, infrastructural, and economic–that inhibit hemp's full potential. The Swabian Alb, characterised by strong research networks and sustainability awareness, exhibited a volatile hemp cultivation area, decreasing by 56.9% to 25 ha in 2024 compared to 2023. Results reveal a sharp divergence in performance: while hemp provides significant public goods through soil improvement and biodiversity support (e.g., pollen provision and insect habitat), it performs poorly in private goods due to high labour intensity, financial risk, and low revenue. The study identifies a critical infrastructural gap in regional fibre processing and a market frustrated by niche demand. We conclude that sustainable development requires shifting the narrative away from the ‘miracle plant’ myth toward a realistic communication of challenges, supported by targeted policy interventions, consumer education, and secured sales agreements. These findings provide a roadmap for transitioning industrial hemp from a research-driven niche to a resilient bioeconomic staple.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70100","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091125","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Increasing demand for multiuse crops in the bioeconomy highlights the potential of industrial hemp (Cannabis sativa L.). However, its regional implementation, particularly in Southern Germany, remains limited. This study examines the industrial hemp value web in the Swabian Alb, assessing its agricultural system resilience through a comprehensive framework of 65 indicators encompassing environmental, social, and economic dimensions. Data were collected through 19 in-depth stakeholder interviews (representing a 76% response rate), elucidating value web dynamics and deconstructing the systemic barriers–regulatory, infrastructural, and economic–that inhibit hemp's full potential. The Swabian Alb, characterised by strong research networks and sustainability awareness, exhibited a volatile hemp cultivation area, decreasing by 56.9% to 25 ha in 2024 compared to 2023. Results reveal a sharp divergence in performance: while hemp provides significant public goods through soil improvement and biodiversity support (e.g., pollen provision and insect habitat), it performs poorly in private goods due to high labour intensity, financial risk, and low revenue. The study identifies a critical infrastructural gap in regional fibre processing and a market frustrated by niche demand. We conclude that sustainable development requires shifting the narrative away from the ‘miracle plant’ myth toward a realistic communication of challenges, supported by targeted policy interventions, consumer education, and secured sales agreements. These findings provide a roadmap for transitioning industrial hemp from a research-driven niche to a resilient bioeconomic staple.
{"title":"Agricultural System Resilience of Industrial Hemp: An Exploratory Value Web Analysis in the Swabian Alb","authors":"Lena-Sophie Loew, Moritz von Cossel","doi":"10.1111/gcbb.70100","DOIUrl":"https://doi.org/10.1111/gcbb.70100","url":null,"abstract":"<p>Increasing demand for multiuse crops in the bioeconomy highlights the potential of industrial hemp (<i>Cannabis sativa</i> L.). However, its regional implementation, particularly in Southern Germany, remains limited. This study examines the industrial hemp value web in the Swabian Alb, assessing its agricultural system resilience through a comprehensive framework of 65 indicators encompassing environmental, social, and economic dimensions. Data were collected through 19 in-depth stakeholder interviews (representing a 76% response rate), elucidating value web dynamics and deconstructing the systemic barriers–regulatory, infrastructural, and economic–that inhibit hemp's full potential. The Swabian Alb, characterised by strong research networks and sustainability awareness, exhibited a volatile hemp cultivation area, decreasing by 56.9% to 25 ha in 2024 compared to 2023. Results reveal a sharp divergence in performance: while hemp provides significant public goods through soil improvement and biodiversity support (e.g., pollen provision and insect habitat), it performs poorly in private goods due to high labour intensity, financial risk, and low revenue. The study identifies a critical infrastructural gap in regional fibre processing and a market frustrated by niche demand. We conclude that sustainable development requires shifting the narrative away from the ‘miracle plant’ myth toward a realistic communication of challenges, supported by targeted policy interventions, consumer education, and secured sales agreements. These findings provide a roadmap for transitioning industrial hemp from a research-driven niche to a resilient bioeconomic staple.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70100","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The demand for fats, oils, and greases (FOG) as biofuel feedstocks has increased in recent years. Further expansions will have uncertain, but potentially significant, effects on food prices, greenhouse gas emissions, and the U.S. farm economy. To address the market-mediated effects of expanding FOG feedstock consumption, U.S. transportation fuel program regulations are being changed in contradictory and precedent-setting ways. On the one hand, the largest U.S. state (California) is curtailing crediting for vegetable oil feedstocks. On the other hand, federal programs are restricting incentives for imported waste feedstocks like used cooking oil and tallow. These policy changes have created uncertainty about the “FOG” that will be used in biofuels production, since assessing the net effect of these changes is challenging. In this paper, I calculate the effect that these revised and proposed policies have on FOG feedstock incentives. First, I describe how federal and state transportation fuel programs incentivize FOG feedstock consumption. Second, I calculate how program adjustments change the incentives for various FOG feedstocks. I find that the changes have little net effect on U.S. soybean oil and distiller's corn oil (DCO) biomass-based diesel (BBD) incentives in California. Elsewhere in the U.S., soybean oil BBD incentives increase. In contrast, incentives for BBD produced with imported feedstocks are considerably reduced. In summary, the revisions imply that FOG feedstock incentives will be higher for DCO than for other feedstocks.
{"title":"Seeing Through the “FOG” of U.S. Feedstock Incentives for Transportation Fuels","authors":"Jeffrey K. O'Hara","doi":"10.1111/gcbb.70101","DOIUrl":"10.1111/gcbb.70101","url":null,"abstract":"<p>The demand for fats, oils, and greases (FOG) as biofuel feedstocks has increased in recent years. Further expansions will have uncertain, but potentially significant, effects on food prices, greenhouse gas emissions, and the U.S. farm economy. To address the market-mediated effects of expanding FOG feedstock consumption, U.S. transportation fuel program regulations are being changed in contradictory and precedent-setting ways. On the one hand, the largest U.S. state (California) is curtailing crediting for vegetable oil feedstocks. On the other hand, federal programs are restricting incentives for imported waste feedstocks like used cooking oil and tallow. These policy changes have created uncertainty about the “FOG” that will be used in biofuels production, since assessing the net effect of these changes is challenging. In this paper, I calculate the effect that these revised and proposed policies have on FOG feedstock incentives. First, I describe how federal and state transportation fuel programs incentivize FOG feedstock consumption. Second, I calculate how program adjustments change the incentives for various FOG feedstocks. I find that the changes have little net effect on U.S. soybean oil and distiller's corn oil (DCO) biomass-based diesel (BBD) incentives in California. Elsewhere in the U.S., soybean oil BBD incentives increase. In contrast, incentives for BBD produced with imported feedstocks are considerably reduced. In summary, the revisions imply that FOG feedstock incentives will be higher for DCO than for other feedstocks.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70101","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146002276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muhammad Numan Khan, Tianfu Han, Jing Huang, Asad shah, Hao Xiaoyu, Avelino Núñez-Delgado, Tanveer Ali Sial, Wenjie Liu, Ashutosh Kumar Singh, Xingzhu Ma, Huimin Zhang
This study investigated the effects of pristine biochar (BC) and magnesium-treated biochar (Mg-BC), applied at 0%, 1%, and 2.5% (w/w), on the relationship between P fractions and GHG emissions in two degraded soils. Soil physiochemical properties were improved in response to BC and Mg-BC treatments. Enzyme activities increased with BC and Mg-BC treatments, where Mg-BC showed better effects. Similarly, increasing biochar did increase the labile-P pool while decreasing the moderately labile P (MP) and residual P pools in both soils, and the effects observed under Mg-BC treatment were more pronounced than those in the BC treatment. Compared to CK, BC and Mg-BC increased CO2 emissions by 76%–138% and 44%–127% in red soil, and by 14%–33% and 8%–23% in black soil, respectively. In contrast, N2O emissions decreased by 11%–29% and 17%–44% in red soil, and by 12%–23% and 16%–31% in black soil, respectively. Multivariate redundancy analysis revealed that biochar-induced improvement in labile P, enzyme activities, and soil properties were positively correlated with CO2, whereas negatively associated with N2O emission. The structural equation modeling (SEM) revealed that biochar type and dose had a minor influence on CO2 emissions, but on the other hand, considerably decreased N2O emissions (R2 = 0.82–0.89) by increasing soil nutrients (SOC, NH4, AP, and LP) in black soil, and pH, enzymes, and soil nutrients in red soil. Our results demonstrated that biochar application reduces N2O emissions by improving soil pH, nutrients, and enzyme activities in degraded soils, with a greater impact under Mg-BC treatment.
{"title":"Relationships Between Soil Phosphorus Fractions and Greenhouse Gas Emissions in Degraded Red and Black Soils Amended With Magnesium Treated Biochar","authors":"Muhammad Numan Khan, Tianfu Han, Jing Huang, Asad shah, Hao Xiaoyu, Avelino Núñez-Delgado, Tanveer Ali Sial, Wenjie Liu, Ashutosh Kumar Singh, Xingzhu Ma, Huimin Zhang","doi":"10.1111/gcbb.70102","DOIUrl":"https://doi.org/10.1111/gcbb.70102","url":null,"abstract":"<p>This study investigated the effects of pristine biochar (BC) and magnesium-treated biochar (Mg-BC), applied at 0%, 1%, and 2.5% (w/w), on the relationship between P fractions and GHG emissions in two degraded soils. Soil physiochemical properties were improved in response to BC and Mg-BC treatments. Enzyme activities increased with BC and Mg-BC treatments, where Mg-BC showed better effects. Similarly, increasing biochar did increase the labile-P pool while decreasing the moderately labile P (MP) and residual P pools in both soils, and the effects observed under Mg-BC treatment were more pronounced than those in the BC treatment. Compared to CK, BC and Mg-BC increased CO<sub>2</sub> emissions by 76%–138% and 44%–127% in red soil, and by 14%–33% and 8%–23% in black soil, respectively. In contrast, N<sub>2</sub>O emissions decreased by 11%–29% and 17%–44% in red soil, and by 12%–23% and 16%–31% in black soil, respectively. Multivariate redundancy analysis revealed that biochar-induced improvement in labile P, enzyme activities, and soil properties were positively correlated with CO<sub>2</sub>, whereas negatively associated with N<sub>2</sub>O emission. The structural equation modeling (SEM) revealed that biochar type and dose had a minor influence on CO<sub>2</sub> emissions, but on the other hand, considerably decreased N<sub>2</sub>O emissions (<i>R</i><sup>2</sup> = 0.82–0.89) by increasing soil nutrients (SOC, NH<sub>4</sub>, AP, and LP) in black soil, and pH, enzymes, and soil nutrients in red soil. Our results demonstrated that biochar application reduces N<sub>2</sub>O emissions by improving soil pH, nutrients, and enzyme activities in degraded soils, with a greater impact under Mg-BC treatment.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70102","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145905250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muhammad Numan Khan, Tianfu Han, Jing Huang, Asad shah, Hao Xiaoyu, Avelino Núñez-Delgado, Tanveer Ali Sial, Wenjie Liu, Ashutosh Kumar Singh, Xingzhu Ma, Huimin Zhang
This study investigated the effects of pristine biochar (BC) and magnesium-treated biochar (Mg-BC), applied at 0%, 1%, and 2.5% (w/w), on the relationship between P fractions and GHG emissions in two degraded soils. Soil physiochemical properties were improved in response to BC and Mg-BC treatments. Enzyme activities increased with BC and Mg-BC treatments, where Mg-BC showed better effects. Similarly, increasing biochar did increase the labile-P pool while decreasing the moderately labile P (MP) and residual P pools in both soils, and the effects observed under Mg-BC treatment were more pronounced than those in the BC treatment. Compared to CK, BC and Mg-BC increased CO2 emissions by 76%–138% and 44%–127% in red soil, and by 14%–33% and 8%–23% in black soil, respectively. In contrast, N2O emissions decreased by 11%–29% and 17%–44% in red soil, and by 12%–23% and 16%–31% in black soil, respectively. Multivariate redundancy analysis revealed that biochar-induced improvement in labile P, enzyme activities, and soil properties were positively correlated with CO2, whereas negatively associated with N2O emission. The structural equation modeling (SEM) revealed that biochar type and dose had a minor influence on CO2 emissions, but on the other hand, considerably decreased N2O emissions (R2 = 0.82–0.89) by increasing soil nutrients (SOC, NH4, AP, and LP) in black soil, and pH, enzymes, and soil nutrients in red soil. Our results demonstrated that biochar application reduces N2O emissions by improving soil pH, nutrients, and enzyme activities in degraded soils, with a greater impact under Mg-BC treatment.
{"title":"Relationships Between Soil Phosphorus Fractions and Greenhouse Gas Emissions in Degraded Red and Black Soils Amended With Magnesium Treated Biochar","authors":"Muhammad Numan Khan, Tianfu Han, Jing Huang, Asad shah, Hao Xiaoyu, Avelino Núñez-Delgado, Tanveer Ali Sial, Wenjie Liu, Ashutosh Kumar Singh, Xingzhu Ma, Huimin Zhang","doi":"10.1111/gcbb.70102","DOIUrl":"https://doi.org/10.1111/gcbb.70102","url":null,"abstract":"<p>This study investigated the effects of pristine biochar (BC) and magnesium-treated biochar (Mg-BC), applied at 0%, 1%, and 2.5% (w/w), on the relationship between P fractions and GHG emissions in two degraded soils. Soil physiochemical properties were improved in response to BC and Mg-BC treatments. Enzyme activities increased with BC and Mg-BC treatments, where Mg-BC showed better effects. Similarly, increasing biochar did increase the labile-P pool while decreasing the moderately labile P (MP) and residual P pools in both soils, and the effects observed under Mg-BC treatment were more pronounced than those in the BC treatment. Compared to CK, BC and Mg-BC increased CO<sub>2</sub> emissions by 76%–138% and 44%–127% in red soil, and by 14%–33% and 8%–23% in black soil, respectively. In contrast, N<sub>2</sub>O emissions decreased by 11%–29% and 17%–44% in red soil, and by 12%–23% and 16%–31% in black soil, respectively. Multivariate redundancy analysis revealed that biochar-induced improvement in labile P, enzyme activities, and soil properties were positively correlated with CO<sub>2</sub>, whereas negatively associated with N<sub>2</sub>O emission. The structural equation modeling (SEM) revealed that biochar type and dose had a minor influence on CO<sub>2</sub> emissions, but on the other hand, considerably decreased N<sub>2</sub>O emissions (<i>R</i><sup>2</sup> = 0.82–0.89) by increasing soil nutrients (SOC, NH<sub>4</sub>, AP, and LP) in black soil, and pH, enzymes, and soil nutrients in red soil. Our results demonstrated that biochar application reduces N<sub>2</sub>O emissions by improving soil pH, nutrients, and enzyme activities in degraded soils, with a greater impact under Mg-BC treatment.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70102","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145905251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Danny Awty-Carroll, Paul R. H. Robson, Kai-Uwe Schwarz, Heike Meyer, Jörg Michael Greef, Astley Hastings, John Clifton-Brown
More and new sources of biomass are needed for renewable energy and renewable products for the bioeconomy. A leading new source of biomass is the highly sustainable perennial grass crop Miscanthus. The majority of the Miscanthus crop comprises a clone of Miscanthus × giganteus (M × g) of limited genetic variation and poor yield under dry growth conditions. The parental species of M × g, M. sacchariflorus and M. sinensis, are distributed over a large geographical range in Eastern Asia and may be used to improve on M × g. From breeding trials, we selected seven novel hybrids and two control genotypes including M × g. We grew these in a field experiment on drought-prone soil in Germany with and without irrigation. To identify superior Miscanthus types, we estimated radiation use efficiency (RUE), yield and water use efficiency (WUE) from within-season measurements made over three contrasting growing seasons. Temporal variations in RUE and WUE for different genotypes varied significantly and two novel hybrids, WAT6 and WAT8, achieved the highest yields. To achieve goodness of fit to yield measurements, genotype-specific parameters for process descriptions in the model MiscanFor were adjusted for the two superior genotypes. These parameters included earlier shooting and an increased threshold of overheating. When the model was run over ten years, despite generating the highest yield values, WAT8 accumulated less biomass than WAT6 over the longer term. The response of WUE to variation in soil capillary pressure and vapour pressure deficit was examined. WUE of M × g increased with the severity of water stress then declined again. The superior yielding genotypes were more able to sustain biomass accumulation and/or water use under the highest stress. We believe that combining physiology with crop modelling is a powerful way to inform genetic and agronomic improvements needed to secure the future supply of biomass for the bioeconomy.
{"title":"Drought Response in Miscanthus: Breeding Increases Radiation and Water Use Efficiency Over Three Contrasting Years in Central Germany","authors":"Danny Awty-Carroll, Paul R. H. Robson, Kai-Uwe Schwarz, Heike Meyer, Jörg Michael Greef, Astley Hastings, John Clifton-Brown","doi":"10.1111/gcbb.70086","DOIUrl":"https://doi.org/10.1111/gcbb.70086","url":null,"abstract":"<p>More and new sources of biomass are needed for renewable energy and renewable products for the bioeconomy. A leading new source of biomass is the highly sustainable perennial grass crop Miscanthus. The majority of the Miscanthus crop comprises a clone of <i>Miscanthus</i> × <i>giganteus</i> (<i>M</i> × <i>g</i>) of limited genetic variation and poor yield under dry growth conditions. The parental species of <i>M</i> × <i>g</i>, <i>M. sacchariflorus</i> and <i>M. sinensis</i>, are distributed over a large geographical range in Eastern Asia and may be used to improve on <i>M</i> × <i>g</i>. From breeding trials, we selected seven novel hybrids and two control genotypes including <i>M</i> × <i>g</i>. We grew these in a field experiment on drought-prone soil in Germany with and without irrigation. To identify superior Miscanthus types, we estimated radiation use efficiency (RUE), yield and water use efficiency (WUE) from within-season measurements made over three contrasting growing seasons. Temporal variations in RUE and WUE for different genotypes varied significantly and two novel hybrids, WAT6 and WAT8, achieved the highest yields. To achieve goodness of fit to yield measurements, genotype-specific parameters for process descriptions in the model MiscanFor were adjusted for the two superior genotypes. These parameters included earlier shooting and an increased threshold of overheating. When the model was run over ten years, despite generating the highest yield values, WAT8 accumulated less biomass than WAT6 over the longer term. The response of WUE to variation in soil capillary pressure and vapour pressure deficit was examined. WUE of <i>M</i> × <i>g</i> increased with the severity of water stress then declined again. The superior yielding genotypes were more able to sustain biomass accumulation and/or water use under the highest stress. We believe that combining physiology with crop modelling is a powerful way to inform genetic and agronomic improvements needed to secure the future supply of biomass for the bioeconomy.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"18 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70086","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145824959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}