Michael V. Rodriguez, Nidia Rojas Robles, Valerie Carranza, Ranga Thiruvenkatachari, Mariana Reyes, Chelsea V. Preble, Joyce Pexton, Deanne Meyer, Ray G. Anderson, Akula Venkatram, Francesca M. Hopkins
Anaerobic digesters are expected to significantly reduce CH4 emissions from dairy manure management by capturing them for use as biogas. Anaerobic digestion is the current major mitigation strategy for agricultural CH4 emissions in California's climate policy. However, verification of the effectiveness of anaerobic digesters to reduce CH4 emissions has not been conducted at scale in California. We made atmospheric measurements from a mobile platform and used dispersion modeling to estimate CH4 emissions from a liquid manure storage complex at a typical California dairy before and after digester installation across nine field campaigns. The anaerobic digester reduced CH4 emissions by an average of 82% ± 16%, comparing paired months to predigester values. Prior to the digester, atmospheric CH4 mole fractions showed a persistent hotspot near the manure settling basin cells of 28.6 ± 8.9 ppm. After the digester, atmospheric CH4 mole fractions from manure storage were greatly reduced. We observed strong temporal variability across measurement campaigns due to weather, on-farm management practices, and digester operations. Estimated emissions greatly exceeded those based on inventory calculations used by the California Air Resources Board (CARB) but were in line with expected relative emissions reduction from digester installation. Scaling these results to 139 dairies with digester projects statewide suggests that similarly operating digesters would reduce CH4 emissions by 1.6 ± 0.3 MMT CO2e (65 ± 12 Gg CH4), 39% of the emissions reduction goal for livestock manure management set by California law. This work demonstrates the effectiveness of anaerobic digesters to reduce dairy manure management CH4 emissions in practice, along with the importance of understanding operations and management for interpreting on-farm CH4 emissions studies.
{"title":"Anaerobic Digester Installation Significantly Reduces Liquid Manure Management CH4 Emissions at a California Dairy Farm","authors":"Michael V. Rodriguez, Nidia Rojas Robles, Valerie Carranza, Ranga Thiruvenkatachari, Mariana Reyes, Chelsea V. Preble, Joyce Pexton, Deanne Meyer, Ray G. Anderson, Akula Venkatram, Francesca M. Hopkins","doi":"10.1111/gcbb.70047","DOIUrl":"https://doi.org/10.1111/gcbb.70047","url":null,"abstract":"<p>Anaerobic digesters are expected to significantly reduce CH<sub>4</sub> emissions from dairy manure management by capturing them for use as biogas. Anaerobic digestion is the current major mitigation strategy for agricultural CH<sub>4</sub> emissions in California's climate policy. However, verification of the effectiveness of anaerobic digesters to reduce CH<sub>4</sub> emissions has not been conducted at scale in California. We made atmospheric measurements from a mobile platform and used dispersion modeling to estimate CH<sub>4</sub> emissions from a liquid manure storage complex at a typical California dairy before and after digester installation across nine field campaigns. The anaerobic digester reduced CH<sub>4</sub> emissions by an average of 82% ± 16%, comparing paired months to predigester values. Prior to the digester, atmospheric CH<sub>4</sub> mole fractions showed a persistent hotspot near the manure settling basin cells of 28.6 ± 8.9 ppm. After the digester, atmospheric CH<sub>4</sub> mole fractions from manure storage were greatly reduced. We observed strong temporal variability across measurement campaigns due to weather, on-farm management practices, and digester operations. Estimated emissions greatly exceeded those based on inventory calculations used by the California Air Resources Board (CARB) but were in line with expected relative emissions reduction from digester installation. Scaling these results to 139 dairies with digester projects statewide suggests that similarly operating digesters would reduce CH<sub>4</sub> emissions by 1.6 ± 0.3 MMT CO<sub>2</sub>e (65 ± 12 Gg CH<sub>4</sub>), 39% of the emissions reduction goal for livestock manure management set by California law. This work demonstrates the effectiveness of anaerobic digesters to reduce dairy manure management CH<sub>4</sub> emissions in practice, along with the importance of understanding operations and management for interpreting on-farm CH<sub>4</sub> emissions studies.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 7","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70047","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144206444","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}
Cellulose, a major component of plant cell walls and a critical bioeconomy resource, is synthesized by cellulose synthase complexes (CSCs). Understanding the assembly and function of CSCs, driven by cellulose synthase (CESA) proteins, is essential for enhancing biomass and tailoring cellulose properties for various applications. This study integrates evolutionary analysis, structural modeling, and functional data to elucidate the sequence-structure–function relationships of CESAs. We analyzed key interface residues within plant-conserved regions, transmembrane helices, and zinc-finger domains, revealing functional specialization through variations among duplicated CESAs, subfamilies, and plant groups. Our findings indicate that CESA gene duplication and interface residue divergence, coupled with tissue-specific and environment-dependent expression and post-translational modifications, drive CSC diversification. These alterations in CESAs may redefine CSC assembly. Heterologous expression of an evolutionarily distant CESA, such as Sorghum bicolor secondary wall CESA8 in Arabidopsis, may favor the formation of exogenous homomeric CSCs, leading to increased cellulose synthesis and enhanced plant growth. This increase in cellulose synthesis is associated with pectin demethylation, a process known to promote plant cell expansion. Based on these findings and previous studies, we propose a working model for enhanced biomass production. In this model, interface alterations in CESAs redefine CSC assembly, allowing overexpressed CESAs to form homomeric complexes that enhance cellulosic biomass production.
{"title":"Interface Alterations in Cellulose Synthases Redefine CESA Complex Assembly to Enhance Cellulosic Biomass Production","authors":"Linfang Wei, Huiying Cui, Jiahui Bi, Xili He, Yajun Guan, Yunheng Zhou, Bingcheng Xu, Chuang Ma, Sheng-You Huang, Shaolin Chen","doi":"10.1111/gcbb.70048","DOIUrl":"https://doi.org/10.1111/gcbb.70048","url":null,"abstract":"<p>Cellulose, a major component of plant cell walls and a critical bioeconomy resource, is synthesized by cellulose synthase complexes (CSCs). Understanding the assembly and function of CSCs, driven by cellulose synthase (CESA) proteins, is essential for enhancing biomass and tailoring cellulose properties for various applications. This study integrates evolutionary analysis, structural modeling, and functional data to elucidate the sequence-structure–function relationships of CESAs. We analyzed key interface residues within plant-conserved regions, transmembrane helices, and zinc-finger domains, revealing functional specialization through variations among duplicated CESAs, subfamilies, and plant groups. Our findings indicate that CESA gene duplication and interface residue divergence, coupled with tissue-specific and environment-dependent expression and post-translational modifications, drive CSC diversification. These alterations in CESAs may redefine CSC assembly. Heterologous expression of an evolutionarily distant CESA, such as <i>Sorghum bicolor</i> secondary wall CESA8 in Arabidopsis, may favor the formation of exogenous homomeric CSCs, leading to increased cellulose synthesis and enhanced plant growth. This increase in cellulose synthesis is associated with pectin demethylation, a process known to promote plant cell expansion. Based on these findings and previous studies, we propose a working model for enhanced biomass production. In this model, interface alterations in CESAs redefine CSC assembly, allowing overexpressed CESAs to form homomeric complexes that enhance cellulosic biomass production.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 7","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70048","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144191008","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}
Biochar carbon removal (BCR) is widely recognized as a globally feasible technique for removing CO2 from the atmosphere and storing carbon in a stable form within the environment. The hydrogen-to-carbon (H/C) molar ratio serves as the primary proxy for classifying biochar into different quality categories and is a key parameter in decay models used to estimate its long-term stability. In the context of climate credit systems that rely on biochar for carbon sequestration, an accurate assessment of biochar's carbon pools and permanence is crucial. The results of this study confirm that the H/C molar ratio is a robust bulk geochemical proxy for biochar carbonization. However, its use as a standalone benchmark for biochar permanence should be approached with caution. To ensure a more comprehensive assessment, the H/C molar ratio should be combined with the random reflectance (Ro) method, which provides spatially resolved insights into the degree of carbonization within a biochar sample. Relying exclusively on a single bulk H/C molar ratio may, in some cases, lead to inaccurate determinations of biochar's carbon storage security. Such limitations could undermine the credibility of climate credit systems that depend on biochar for permanent carbon dioxide removal. Therefore, integrating both H/C ratio and Ro analysis is essential for accurately evaluating biochar stability and its long-term carbon sequestration potential.
{"title":"The H/C Molar Ratio and Its Potential Pitfalls for Determining Biochar's Permanence","authors":"Henrik I. Petersen, Hamed Sanei","doi":"10.1111/gcbb.70049","DOIUrl":"https://doi.org/10.1111/gcbb.70049","url":null,"abstract":"<p>Biochar carbon removal (BCR) is widely recognized as a globally feasible technique for removing CO<sub>2</sub> from the atmosphere and storing carbon in a stable form within the environment. The hydrogen-to-carbon (H/C) molar ratio serves as the primary proxy for classifying biochar into different quality categories and is a key parameter in decay models used to estimate its long-term stability. In the context of climate credit systems that rely on biochar for carbon sequestration, an accurate assessment of biochar's carbon pools and permanence is crucial. The results of this study confirm that the H/C molar ratio is a robust bulk geochemical proxy for biochar carbonization. However, its use as a standalone benchmark for biochar permanence should be approached with caution. To ensure a more comprehensive assessment, the H/C molar ratio should be combined with the random reflectance (R<sub>o</sub>) method, which provides spatially resolved insights into the degree of carbonization within a biochar sample. Relying exclusively on a single bulk H/C molar ratio may, in some cases, lead to inaccurate determinations of biochar's carbon storage security. Such limitations could undermine the credibility of climate credit systems that depend on biochar for permanent carbon dioxide removal. Therefore, integrating both H/C ratio and R<sub>o</sub> analysis is essential for accurately evaluating biochar stability and its long-term carbon sequestration potential.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70049","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144125843","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}
<p>The rice (<i>Oryza sativa</i> L.)–wheat (<i>Triticum aestivum</i> L.) cropping system faces major challenges such as stagnant yields, high input and energy demands, and increasing soil and air pollution. Indian mustard (<i>Brassica juncea</i> L.) is a promising crop for diversification within rice-based ecosystems. The objective of this study was to evaluate the effects of different sowing dates and nutrient sources on energy budgeting in diversified Indian mustard and to assess the impact of these nutrient sources on heat-cum-carbon efficiency. The experiment was conducted using a split-plot design (SPD) with three sowing dates—November 17, November 27, and December 07—in the main plots, and eight nutrient sources in the subplots, where the recommended dose of fertilizer was 100 N:50 P<sub>2</sub>O<sub>5</sub>:50 K<sub>2</sub>O:40 S kg ha<sup>−1</sup>. The results, based on pooled data, indicated that among the sowing dates, November 17 recorded the highest values for several key metrics. These include energy use efficiency (EUE: 3.46, 5.12, and 12.16), energy production (EP: 0.152, 0.41, and 0.56 kg MJ<sup>−1</sup>), net energy (NE: 29,712, 50,483, and 92,558 MJ ha<sup>−1</sup>), energy profitability (EPr: 2.46, 2.88, and 6.34), human energy profitability (HEP: 364.82, 412.60, and 777.42), energy output efficiency (EOE: 364.69, 412.49, and 777.18 MJ d<sup>−1</sup>), carbon output (CO: 815, 2215, and 3030 kg CE ha<sup>−1</sup>), carbon efficiency (CE: 2.07, 5.59, and 7.66), and carbon sustainability index (CSI: 1.07, 4.59, and 6.66) for seed, stover, and biological yield, respectively, compared to the crops sown on November 27 and December 07. The study also revealed significant increases in heat use efficiency (HUE) on dry matter at 45 and 90 days after sowing (DAS) and on seed, stover, and biological yield (13.3, 8.46, 1.52, 4.16, and 5.69 kg ha<sup>−1</sup>°C days, respectively). In the subplots, the highest EUE (3.92, 5.10, and 12.1), EP (0.172, 0.408, and 0.58 kg ha<sup>−1</sup>), and EPr (2.92, 2.86, and 6.78) for seed, stover, and biological yield were observed in the control treatment, outperforming the other nutrient sources on a pooled basis. The highest SE production (8.59, 3.48, and 2.47 MJ kg<sup>−1</sup>) for seed, stover, and biological yield was recorded with the application of 100% of the recommended dose of fertilizer (RDF) combined with <i>Azotobacter</i> and phosphorus-solubilizing bacteria (PSB). Furthermore, the highest NE (35,427, 52,203, and 102,370 MJ ha<sup>−1</sup>), HEP (434.02, 438.67, and 872.68), EOE (448.37, 452.68, and 901.04 MJ d<sup>−1</sup>), CO (972, 2359, and 3331 kg CE ha<sup>−1</sup>), CE (2.48, 6.01, and 8.48), CSI (1.48, 5.01, and 7.48), and HUE (1.67, 4.12, and 5.81 kg ha<sup>−1</sup>°C days) for seed, stover, and biological yield were observed with the application of 75% RDF + 25% nitrogen from pressmud, combined with <i>Azotobacter</i> and PSB. This study provides a novel framework for optimizing s
水稻-小麦种植系统面临着诸如产量停滞、高投入和能源需求以及日益严重的土壤和空气污染等重大挑战。印度芥菜(Brassica juncea L.)是水稻生态系统中具有多样化前景的作物。本研究的目的是评价不同播期和营养来源对不同品种芥菜能量收支的影响,以及这些营养来源对热碳效率的影响。试验采用分畦设计(SPD),主畦为3个播期(11月17日、11月27日和12月07日),次畦为8个养分源,推荐施肥剂量为100 N:50 P2O5:50 K2O:40 S kg ha−1。结果表明,在播种日期中,11月17日的几个关键指标最高。这些指标包括能源利用效率(EUE: 3.46、5.12和12.16)、能源生产(EP: 0.152、0.41和0.56 kg MJ - 1)、净能量(NE: 29,712、50,483和92,558 MJ - 1)、能源盈利能力(EPr: 2.46、2.88和6.34)、人类能源盈利能力(HEP: 364.82、412.60和777.42)、能源输出效率(EOE: 364.69、412.49和777.18 MJ - 1)、碳排放(CO: 815、2215和3030 kg CE - 1)、碳效率(CE: 2.07、5.59和7.66)和碳可持续性指数(CSI:与2007年11月27日和12月播种的作物相比,种子、秸秆和生物产量分别为1.07、4.59和6.66)。研究还发现,播后45天和90天干物质的热利用效率(HUE)以及种子、秸秆和生物产量(分别为13.3、8.46、1.52、4.16和5.69 kg ha - 1°C天)显著增加。对照处理在种子、秸秆和生物产量方面的EUE(3.92、5.10和12.1)、EP(0.172、0.408和0.58 kg ha−1)和EPr(2.92、2.86和6.78)最高,优于其他营养源。在100%推荐用量的肥料(RDF)与固氮菌和溶磷菌(PSB)配合施用时,种子、秸秆和生物产量的SE产量最高,分别为8.59、3.48和2.47 MJ kg−1。此外,在施用75% RDF + 25%压力氮,结合固氮菌和PSB的情况下,籽粒、秸秆和生物产量的最高NE(35,427、52,203和102,370 MJ ha−1)、HEP(434.02、438.67和872.68)、EOE(448.37、452.68和901.04 MJ d−1)、CO(972、2359和3331 kg CE ha−1)、CE(2.48、6.01和8.48)、CSI(1.48、5.01和7.48)和HUE(1.67、4.12和5.81 kg ha−1°C d)。这项研究为优化播种日期和营养来源提供了一个新的框架,可以促进节能、热碳高效和生态友好的生产系统的发展。其研究结果为提高水稻种植系统的可持续性和减少环境足迹提供了可扩展的解决方案。
{"title":"Designing a Diversified Indian Mustard Production System for Energy-Carbon-Cum-Heat Use Efficiency and Sowing Dates Assessment","authors":"Sunil Kumar, Ram Swaroop Meena, Sandeep Kumar, Gourisankar Pradhan, Chetan Kumar Jangir, Shambhunath Ghosh, Himani Punia, Parvender Sheoran, Ramawatar Meena, Md. Afjal Ahmad, Suneel Kumar Goyal, Nazih Y. Rebouh","doi":"10.1111/gcbb.70044","DOIUrl":"https://doi.org/10.1111/gcbb.70044","url":null,"abstract":"<p>The rice (<i>Oryza sativa</i> L.)–wheat (<i>Triticum aestivum</i> L.) cropping system faces major challenges such as stagnant yields, high input and energy demands, and increasing soil and air pollution. Indian mustard (<i>Brassica juncea</i> L.) is a promising crop for diversification within rice-based ecosystems. The objective of this study was to evaluate the effects of different sowing dates and nutrient sources on energy budgeting in diversified Indian mustard and to assess the impact of these nutrient sources on heat-cum-carbon efficiency. The experiment was conducted using a split-plot design (SPD) with three sowing dates—November 17, November 27, and December 07—in the main plots, and eight nutrient sources in the subplots, where the recommended dose of fertilizer was 100 N:50 P<sub>2</sub>O<sub>5</sub>:50 K<sub>2</sub>O:40 S kg ha<sup>−1</sup>. The results, based on pooled data, indicated that among the sowing dates, November 17 recorded the highest values for several key metrics. These include energy use efficiency (EUE: 3.46, 5.12, and 12.16), energy production (EP: 0.152, 0.41, and 0.56 kg MJ<sup>−1</sup>), net energy (NE: 29,712, 50,483, and 92,558 MJ ha<sup>−1</sup>), energy profitability (EPr: 2.46, 2.88, and 6.34), human energy profitability (HEP: 364.82, 412.60, and 777.42), energy output efficiency (EOE: 364.69, 412.49, and 777.18 MJ d<sup>−1</sup>), carbon output (CO: 815, 2215, and 3030 kg CE ha<sup>−1</sup>), carbon efficiency (CE: 2.07, 5.59, and 7.66), and carbon sustainability index (CSI: 1.07, 4.59, and 6.66) for seed, stover, and biological yield, respectively, compared to the crops sown on November 27 and December 07. The study also revealed significant increases in heat use efficiency (HUE) on dry matter at 45 and 90 days after sowing (DAS) and on seed, stover, and biological yield (13.3, 8.46, 1.52, 4.16, and 5.69 kg ha<sup>−1</sup>°C days, respectively). In the subplots, the highest EUE (3.92, 5.10, and 12.1), EP (0.172, 0.408, and 0.58 kg ha<sup>−1</sup>), and EPr (2.92, 2.86, and 6.78) for seed, stover, and biological yield were observed in the control treatment, outperforming the other nutrient sources on a pooled basis. The highest SE production (8.59, 3.48, and 2.47 MJ kg<sup>−1</sup>) for seed, stover, and biological yield was recorded with the application of 100% of the recommended dose of fertilizer (RDF) combined with <i>Azotobacter</i> and phosphorus-solubilizing bacteria (PSB). Furthermore, the highest NE (35,427, 52,203, and 102,370 MJ ha<sup>−1</sup>), HEP (434.02, 438.67, and 872.68), EOE (448.37, 452.68, and 901.04 MJ d<sup>−1</sup>), CO (972, 2359, and 3331 kg CE ha<sup>−1</sup>), CE (2.48, 6.01, and 8.48), CSI (1.48, 5.01, and 7.48), and HUE (1.67, 4.12, and 5.81 kg ha<sup>−1</sup>°C days) for seed, stover, and biological yield were observed with the application of 75% RDF + 25% nitrogen from pressmud, combined with <i>Azotobacter</i> and PSB. This study provides a novel framework for optimizing s","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70044","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144108800","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}
Kirsten Franzen, Alice Favero, Caleb Milliken, Chris Wade
As global interest in enhancing energy security, reducing energy costs, and promoting rural economic development grows, the use of forest residues for bioenergy has gained attention. While bioenergy derived from forest residues can help meet power needs and support policy goals, significant uncertainty remains regarding the greenhouse gas (GHG) emissions associated with their production and use. This study aims to explore the key drivers of these uncertainties by reviewing estimates of GHG emissions from forest residue use for energy, as presented in peer-reviewed journals, reports, and gray literature. The findings reveal a wide range of GHG emission outcomes, with some studies suggesting net emissions and others indicating net removals. This uncertainty stems from the complexity of time scales, variety of forest management approaches and feedstock quality, assumptions about alternative scenarios, and varying approaches to emissions accounting. Recognizing that each method has its unique attributes, we propose an ideal framework that integrates multiple approaches to provide a more comprehensive assessment of the potential net GHG outcomes of using forest residues for energy.
{"title":"Assessing GHG Emissions Implications of Forest Residue Use for Energy Production","authors":"Kirsten Franzen, Alice Favero, Caleb Milliken, Chris Wade","doi":"10.1111/gcbb.70045","DOIUrl":"https://doi.org/10.1111/gcbb.70045","url":null,"abstract":"<p>As global interest in enhancing energy security, reducing energy costs, and promoting rural economic development grows, the use of forest residues for bioenergy has gained attention. While bioenergy derived from forest residues can help meet power needs and support policy goals, significant uncertainty remains regarding the greenhouse gas (GHG) emissions associated with their production and use. This study aims to explore the key drivers of these uncertainties by reviewing estimates of GHG emissions from forest residue use for energy, as presented in peer-reviewed journals, reports, and gray literature. The findings reveal a wide range of GHG emission outcomes, with some studies suggesting net emissions and others indicating net removals. This uncertainty stems from the complexity of time scales, variety of forest management approaches and feedstock quality, assumptions about alternative scenarios, and varying approaches to emissions accounting. Recognizing that each method has its unique attributes, we propose an ideal framework that integrates multiple approaches to provide a more comprehensive assessment of the potential net GHG outcomes of using forest residues for energy.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70045","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144074444","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}
Qiannan Yang, Hu Li, Lingxuan Gong, Xiaolei Zhang, Lili Wang
Dissimilatory nitrate reduction to ammonium (DNRA) process is an important factor in the removal and retention of nitrogen (N) in cropland soil. However, the effects of cropland management on DNRA rate and nrfA gene abundance are poorly understood on a global scale. A global synthesis based on 29 published papers and 158 observations was conducted to examine the effects of cropland management (including biochar, manure, straw amendment and N fertilization) and identified the controlling factors affecting the DNRA process. We found biochar amendment enhanced DNRA rate by 85%, while manure and straw amendment enhanced DNRA rate by 442% and 160%. Both biochar and straw amendment significantly increased nrfA gene abundance. Biochar significantly increased DNRA rate and nrfA gene abundance in acidic soils in cool climate zones. Manure application increased DNRA rate when N input was low and in coarse-textured Regosols. Similar to biochar and manure amendment, low N application rate under straw amendment increased DNRA rate in acidic and coarse-textured soils. The nrfA gene abundance was increased in cool climate and clay loam-textured soils. Management effects were improved in the long term (> 10 years) experiments. Pearson correlation indicated the crucial roles of alkaline, cool environments and available N in controlling DNRA processes following biochar and straw amendment. Our results also showed the vital roles of alkaline, humid environments and available N controlling the DNRA process under manure amendment and N fertilization. Our study further highlights management practices could enhance N retention through DNRA processes and therefore lower N loss from cropland soil.
{"title":"Dissimilatory Nitrate Reduction to Ammonium (DNRA) and nrfA Gene in Crop Soils: A Meta-Analysis of Cropland Management Effects","authors":"Qiannan Yang, Hu Li, Lingxuan Gong, Xiaolei Zhang, Lili Wang","doi":"10.1111/gcbb.70039","DOIUrl":"https://doi.org/10.1111/gcbb.70039","url":null,"abstract":"<p>Dissimilatory nitrate reduction to ammonium (DNRA) process is an important factor in the removal and retention of nitrogen (N) in cropland soil. However, the effects of cropland management on DNRA rate and <i>nrfA</i> gene abundance are poorly understood on a global scale. A global synthesis based on 29 published papers and 158 observations was conducted to examine the effects of cropland management (including biochar, manure, straw amendment and N fertilization) and identified the controlling factors affecting the DNRA process. We found biochar amendment enhanced DNRA rate by 85%, while manure and straw amendment enhanced DNRA rate by 442% and 160%. Both biochar and straw amendment significantly increased <i>nrfA</i> gene abundance. Biochar significantly increased DNRA rate and <i>nrfA</i> gene abundance in acidic soils in cool climate zones. Manure application increased DNRA rate when N input was low and in coarse-textured Regosols. Similar to biochar and manure amendment, low N application rate under straw amendment increased DNRA rate in acidic and coarse-textured soils. The <i>nrfA</i> gene abundance was increased in cool climate and clay loam-textured soils. Management effects were improved in the long term (> 10 years) experiments. Pearson correlation indicated the crucial roles of alkaline, cool environments and available N in controlling DNRA processes following biochar and straw amendment. Our results also showed the vital roles of alkaline, humid environments and available N controlling the DNRA process under manure amendment and N fertilization. Our study further highlights management practices could enhance N retention through DNRA processes and therefore lower N loss from cropland soil.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70039","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143949987","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}
Indra Purnama, Anisa Mutamima, Muhammad Aziz, Karna Wijaya, Iffana Dani Maulida, Junaidi Junaidi, Karmila Sari, Irwan Effendi, Isna Rahma Dini
Palm oil is an efficient feedstock for biodiesel production due to its high oil yield and cost-effectiveness, positioning it as a key component in the global biofuel industry. However, the expansion of oil palm plantations has raised substantial environmental and socio-economic concerns. This review critically assesses the environmental impacts of palm oil biodiesel, including greenhouse gas emissions, deforestation, biodiversity loss, and the degradation of water and soil resources. Additionally, it explores the “food versus fuel” debate, emphasizing how competition for land and resources between biodiesel production and food cultivation affects global food security, particularly in developing nations. What distinguishes this review is its focus on Southeast Asian producer countries, particularly Indonesia and Malaysia, where biodiesel policies and land-use changes intersect with food and environmental systems in unique ways. Unlike previous studies, this article delves into the often-overlooked consequences of peatland conversion, highlighting its role in exacerbating carbon emissions and biodiversity loss. By providing a detailed analysis of the socio-economic trade-offs and sustainability challenges linked to palm oil biodiesel, the review offers insights into the complex interplay between renewable energy, food security, and environmental stewardship. It also evaluates technological innovations and best practices that can mitigate negative impacts. Furthermore, the review critically examines certification initiatives like the roundtable on sustainable palm oil (RSPO) and the indonesian sustainable palm oil (ISPO) and their effectiveness in promoting sustainable practices. By integrating case studies, this article demonstrates practical applications of these principles, offering actionable recommendations for policymakers, industry stakeholders, and researchers in the field.
{"title":"Environmental Impacts and the Food vs. Fuel Debate: A Critical Review of Palm Oil as Biodiesel","authors":"Indra Purnama, Anisa Mutamima, Muhammad Aziz, Karna Wijaya, Iffana Dani Maulida, Junaidi Junaidi, Karmila Sari, Irwan Effendi, Isna Rahma Dini","doi":"10.1111/gcbb.70043","DOIUrl":"https://doi.org/10.1111/gcbb.70043","url":null,"abstract":"<p>Palm oil is an efficient feedstock for biodiesel production due to its high oil yield and cost-effectiveness, positioning it as a key component in the global biofuel industry. However, the expansion of oil palm plantations has raised substantial environmental and socio-economic concerns. This review critically assesses the environmental impacts of palm oil biodiesel, including greenhouse gas emissions, deforestation, biodiversity loss, and the degradation of water and soil resources. Additionally, it explores the “food versus fuel” debate, emphasizing how competition for land and resources between biodiesel production and food cultivation affects global food security, particularly in developing nations. What distinguishes this review is its focus on Southeast Asian producer countries, particularly Indonesia and Malaysia, where biodiesel policies and land-use changes intersect with food and environmental systems in unique ways. Unlike previous studies, this article delves into the often-overlooked consequences of peatland conversion, highlighting its role in exacerbating carbon emissions and biodiversity loss. By providing a detailed analysis of the socio-economic trade-offs and sustainability challenges linked to palm oil biodiesel, the review offers insights into the complex interplay between renewable energy, food security, and environmental stewardship. It also evaluates technological innovations and best practices that can mitigate negative impacts. Furthermore, the review critically examines certification initiatives like the roundtable on sustainable palm oil (RSPO) and the indonesian sustainable palm oil (ISPO) and their effectiveness in promoting sustainable practices. By integrating case studies, this article demonstrates practical applications of these principles, offering actionable recommendations for policymakers, industry stakeholders, and researchers in the field.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70043","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143939281","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}
Stephanie M. Juice, Melannie D. Hartman, Adam C. von Haden, William J. Parton, Edward R. Brzostek
Plant strategies to acquire nutrients from limited environments help shape ecosystem carbon (C) and nitrogen (N) cycling and response to environmental change. The effects of plant strategies on ecosystem dynamics are largely uncharacterized in bioenergy agroecosystems, where the impacts could determine bioenergy's ability to meet its sustainability goals of storing C and reducing N loss. We used FUN-BioCROP (Fixation and Uptake of Nitrogen-Bioenergy Carbon, Rhizosphere, Organisms and Protection), a plant–microbe interaction model of coupled plant nutrient uptake and soil organic matter decomposition, to simulate the effects of nutrient acquisition strategies on soil microbial activity and ecosystem nutrient cycling in bioenergy feedstocks miscanthus (Miscanthus × giganteus) and sorghum (Sorghum bicolor (L.) Moench). We examined the model's ability to reproduce the relative effects of belowground nutrient uptake on microbial activity using a reanalysis of empirical data showing that miscanthus root exudation provoked a larger soil microbial response than sorghum. From baseline model simulations, we found that the ability of miscanthus to retranslocate N resulted in higher N uptake at a lower C cost than the sorghum/soybean rotation and that soil C and N pools increased under perennial (miscanthus) and decreased under annual (sorghum/soybean) cultivation. The model also predicted that greater root exudation increased soil C accumulation, highlighting the role of roots in forming stable soil C. Overall, the baseline model was unable to reproduce field observations of miscanthus root exudation stimulating microbial activity more than sorghum. To improve the model, we updated the soil microbial parameters in miscanthus to have faster decomposition, a higher C/N ratio, and greater carbon use efficiency. These changes improved the simulated soil microbial response to miscanthus root exudation, supporting the hypothesis that miscanthus soils foster a microbial community that is more responsive to root exudation than that of sorghum.
植物从有限环境中获取养分的策略有助于形成生态系统碳(C)和氮(N)循环和对环境变化的响应。在生物能源农业生态系统中,植物策略对生态系统动态的影响在很大程度上是未知的,这些影响可能决定生物能源实现其储存C和减少N损失的可持续目标的能力。利用植物养分吸收与土壤有机质分解耦合的植物-微生物互作模型fun_biocrop (fixed and Uptake of Nitrogen-Bioenergy Carbon, Rhizosphere, Organisms and Protection),模拟了不同养分获取策略对生物能源原料芒草(miscanthus × giganteus)和高粱(sorghum bicolor (L.))土壤微生物活性和生态系统养分循环的影响。Moench)。通过对经验数据的重新分析,我们检验了该模型再现地下养分吸收对微生物活动的相对影响的能力,结果表明,芒草根渗出液比高粱引起了更大的土壤微生物反应。从基线模型模拟中,我们发现与高粱/大豆轮作相比,芒草转运N的能力以更低的C成本导致更高的N吸收,并且多年生(芒草)种植下土壤C和N库增加,而一年生(高粱/大豆)种植下土壤C和N库减少。该模型还预测,根系分泌物的增加增加了土壤C的积累,突出了根系在形成稳定土壤C方面的作用。总体而言,基线模型无法再现芒草根系分泌物对微生物活动的刺激大于高粱的现场观测结果。为了改进模型,我们更新了芒草土壤微生物参数,使其分解速度更快,C/N比更高,碳利用效率更高。这些变化改善了模拟土壤微生物对芒草根系分泌物的响应,支持了芒草土壤培养的微生物群落比高粱对根系分泌物更敏感的假设。
{"title":"Modeling Plant Nutrient Acquisition Strategies Alters Projections of Carbon and Nitrogen Dynamics in Bioenergy Agroecosystems","authors":"Stephanie M. Juice, Melannie D. Hartman, Adam C. von Haden, William J. Parton, Edward R. Brzostek","doi":"10.1111/gcbb.70042","DOIUrl":"https://doi.org/10.1111/gcbb.70042","url":null,"abstract":"<p>Plant strategies to acquire nutrients from limited environments help shape ecosystem carbon (C) and nitrogen (N) cycling and response to environmental change. The effects of plant strategies on ecosystem dynamics are largely uncharacterized in bioenergy agroecosystems, where the impacts could determine bioenergy's ability to meet its sustainability goals of storing C and reducing N loss. We used FUN-BioCROP (Fixation and Uptake of Nitrogen-Bioenergy Carbon, Rhizosphere, Organisms and Protection), a plant–microbe interaction model of coupled plant nutrient uptake and soil organic matter decomposition, to simulate the effects of nutrient acquisition strategies on soil microbial activity and ecosystem nutrient cycling in bioenergy feedstocks miscanthus (<i>Miscanthus</i> × <i>giganteus</i>) and sorghum (<i>Sorghum bicolor</i> (L.) Moench). We examined the model's ability to reproduce the relative effects of belowground nutrient uptake on microbial activity using a reanalysis of empirical data showing that miscanthus root exudation provoked a larger soil microbial response than sorghum. From baseline model simulations, we found that the ability of miscanthus to retranslocate N resulted in higher N uptake at a lower C cost than the sorghum/soybean rotation and that soil C and N pools increased under perennial (miscanthus) and decreased under annual (sorghum/soybean) cultivation. The model also predicted that greater root exudation increased soil C accumulation, highlighting the role of roots in forming stable soil C. Overall, the baseline model was unable to reproduce field observations of miscanthus root exudation stimulating microbial activity more than sorghum. To improve the model, we updated the soil microbial parameters in miscanthus to have faster decomposition, a higher C/N ratio, and greater carbon use efficiency. These changes improved the simulated soil microbial response to miscanthus root exudation, supporting the hypothesis that miscanthus soils foster a microbial community that is more responsive to root exudation than that of sorghum.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70042","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143905040","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}
Andrew R. Spishakoff, Pubudu Handakumbura, Chaevien Clendinen, Karen A. Sanguinet, Tarah S. Sullivan
Field pennycress (Thlaspi arvense L.) is an annual in the Brassicaceae family and is currently being developed as an oilseed intermediate crop suitable for renewable biodiesel and jet fuel. It displays many desirable characteristics for this role including cold tolerance, a rapid life cycle, and a seed fatty acid profile conducive to bioenergy generation. These traits make field pennycress favorable for winter oilseed cultivation in the inland Pacific Northwest (iPNW). Simultaneously, intermediate crops are an increasingly recognized component of both agronomic sustainability and soil health management. Intermediate crops enhance soil microbial diversity, which benefits both soil and plant health. To understand the impact of field pennycress on soil microbial diversity, two natural accessions and seven experimental accessions were grown at three sites in Eastern Washington. Aboveground biomass and rhizosphere soil were then collected. Soil genomic DNA was extracted from rhizosphere samples and used to generate an amplicon library for bacterial (16S) and fungal (ITS) rRNA sequences. The resulting libraries were analyzed in QIIME2, which revealed that not only did the fad2 deficient line from the Spring32-10 background have significantly increased aboveground biomass production compared to other pennycress genotypes, but also displayed significantly higher β-diversity in the rhizosphere community specifically at the site experiencing the driest conditions. ANCOM analysis showed that multiple sequences similar to beneficial plant and soil health enhancing organisms such as Trichoderma spirale, Pseudomonas spp., and Methylobacterium goesingense were found to be enriched in the microbiome of the fad2 Spring32-10 background also at that site. To add additional context to rhizosphere community data, root exudates from two pennycress genotypes were captured in magenta boxes and analyzed using HPLC. Future work will expand our understanding of the mechanisms by which field pennycress creates diversity in the rhizosphere, thus expanding our ability to cultivate this crop in the iPNW.
{"title":"Rhizosphere Microbiome Diversity Potentially Supports Robust Nature of Field Pennycress (Thlaspi arvense L.) in Dryland Cropping Systems of Eastern Washington","authors":"Andrew R. Spishakoff, Pubudu Handakumbura, Chaevien Clendinen, Karen A. Sanguinet, Tarah S. Sullivan","doi":"10.1111/gcbb.70036","DOIUrl":"https://doi.org/10.1111/gcbb.70036","url":null,"abstract":"<p>Field pennycress (<i>Thlaspi arvense</i> L.) is an annual in the Brassicaceae family and is currently being developed as an oilseed intermediate crop suitable for renewable biodiesel and jet fuel. It displays many desirable characteristics for this role including cold tolerance, a rapid life cycle, and a seed fatty acid profile conducive to bioenergy generation. These traits make field pennycress favorable for winter oilseed cultivation in the inland Pacific Northwest (iPNW). Simultaneously, intermediate crops are an increasingly recognized component of both agronomic sustainability and soil health management. Intermediate crops enhance soil microbial diversity, which benefits both soil and plant health. To understand the impact of field pennycress on soil microbial diversity, two natural accessions and seven experimental accessions were grown at three sites in Eastern Washington. Aboveground biomass and rhizosphere soil were then collected. Soil genomic DNA was extracted from rhizosphere samples and used to generate an amplicon library for bacterial (16S) and fungal (ITS) rRNA sequences. The resulting libraries were analyzed in QIIME2, which revealed that not only did the <i>fad2</i> deficient line from the Spring32-10 background have significantly increased aboveground biomass production compared to other pennycress genotypes, but also displayed significantly higher β-diversity in the rhizosphere community specifically at the site experiencing the driest conditions. ANCOM analysis showed that multiple sequences similar to beneficial plant and soil health enhancing organisms such as <i>Trichoderma spirale</i>, <i>Pseudomonas</i> spp., and <i>Methylobacterium goesingense</i> were found to be enriched in the microbiome of the <i>fad2</i> Spring32-10 background also at that site. To add additional context to rhizosphere community data, root exudates from two pennycress genotypes were captured in magenta boxes and analyzed using HPLC. Future work will expand our understanding of the mechanisms by which field pennycress creates diversity in the rhizosphere, thus expanding our ability to cultivate this crop in the iPNW.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 6","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70036","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143897228","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}
Biruk A. Feyissa, Jun Hyung Lee, Dana Carper, Nancy L. Engle, Timothy J. Tschaplinski, Paul E. Abraham, David J. Weston, Wellington Muchero, Gerald A. Tuskan, Jin-Gui Chen
Epigenetic regulation in annual plants is recognized as a key component of recurring stress acclimation and adaptation, but reports on perennial tree species are limited. In this study, two contrasting tree species, Populus trichocarpa and Populus deltoides, and an F1 hybrid cross between them showed species-specific epigenetic and physiological responses to heat stress (42°C) following priming (35°C). By analyzing whole-genome methylation, transcriptomics, proteomics, metabolomics, and photosynthesis parameters, we found that P. deltoides expresses specific epigenetic signatures in response to heat, resulting in improved photosynthetic efficiency compared to P. trichocarpa. Conversely, P. trichocarpa displayed stress signaling and defense mechanisms that could not sustain a net assimilation rate despite maintaining higher gas exchange. Heat stress following priming in hybrid plants increased transcript levels of thermotolerance-related transcription factors, such as SPL12. Selected regions in the promoter of SPL12 showed differential methylation between direct heat stress and priming followed by heat stress. As a result, upregulation of downstream genes and associated increases in protein and metabolite abundance for stress adaptation were exhibited. Consequently, hybrid plants showed enhanced photosynthesis and gas exchange rates, a trait lacking in P. trichocarpa. These results imply that priming may not be universally effective in enhancing plant performance under stress, particularly in perennial tree species. However, priming can acclimate the perennial tree species P. deltoides to withstand elevated temperature stress better. Our study has demonstrated that priming-based stress adaptation is species-specific but can be attained through crossbreeding, indicating its potential use in breeding programs.
{"title":"Species-Specific Epigenetic Signature Associates With Heat Stress Tolerance in the Perennial Tree Species Populus","authors":"Biruk A. Feyissa, Jun Hyung Lee, Dana Carper, Nancy L. Engle, Timothy J. Tschaplinski, Paul E. Abraham, David J. Weston, Wellington Muchero, Gerald A. Tuskan, Jin-Gui Chen","doi":"10.1111/gcbb.70033","DOIUrl":"https://doi.org/10.1111/gcbb.70033","url":null,"abstract":"<p>Epigenetic regulation in annual plants is recognized as a key component of recurring stress acclimation and adaptation, but reports on perennial tree species are limited. In this study, two contrasting tree species, <i>Populus trichocarpa</i> and <i>Populus deltoides</i>, and an F1 hybrid cross between them showed species-specific epigenetic and physiological responses to heat stress (42°C) following priming (35°C). By analyzing whole-genome methylation, transcriptomics, proteomics, metabolomics, and photosynthesis parameters, we found that <i>P. deltoides</i> expresses specific epigenetic signatures in response to heat, resulting in improved photosynthetic efficiency compared to <i>P. trichocarpa.</i> Conversely, <i>P. trichocarpa</i> displayed stress signaling and defense mechanisms that could not sustain a net assimilation rate despite maintaining higher gas exchange. Heat stress following priming in hybrid plants increased transcript levels of thermotolerance-related transcription factors, such as <i>SPL12.</i> Selected regions in the promoter of <i>SPL12</i> showed differential methylation between direct heat stress and priming followed by heat stress. As a result, upregulation of downstream genes and associated increases in protein and metabolite abundance for stress adaptation were exhibited. Consequently, hybrid plants showed enhanced photosynthesis and gas exchange rates, a trait lacking in <i>P. trichocarpa</i>. These results imply that priming may not be universally effective in enhancing plant performance under stress, particularly in perennial tree species. However, priming can acclimate the perennial tree species <i>P. deltoides</i> to withstand elevated temperature stress better. Our study has demonstrated that priming-based stress adaptation is species-specific but can be attained through crossbreeding, indicating its potential use in breeding programs.</p>","PeriodicalId":55126,"journal":{"name":"Global Change Biology Bioenergy","volume":"17 5","pages":""},"PeriodicalIF":5.9,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/gcbb.70033","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143875671","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}