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Impacts of agritech on sustainable agriculture in Sub-Saharan Africa: a quantile regression approach towards SDG 2.4 农业技术对撒哈拉以南非洲可持续农业的影响:实现可持续发展目标2.4的分位数回归方法
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-23 DOI: 10.1186/s13021-025-00313-4
Barış Kantoğlu, Meral Çabaş, Azad Erdem, Abdulmuttalip Pilatin, Abdulkadir Barut, Magdalena Radulescu
<div><p>Agricultural greenhouse gas emissions on the planet threaten both food security and climate change. The United Nations is calling for food security and sustainable agriculture to end hunger by 2030. Sustainable Development Goal 2.4 addresses resilient agricultural practices to combat climate change and produce sustainable food. Resilient agricultural practices are only possible with agricultural technologies (AgriTech) that will create a digital transformation in agriculture. AgriTech can meet the increasing food demand by increasing production efficiency while increasing resource efficiency by combating problems such as climate change and water scarcity. The aim of this study is to examine the impacts of AgriTech usage on sustainable agriculture in Sub-Saharan African (SSA) countries. The analyses were conducted using panel data from 20 SSA countries between 2000 and 2022. In this study, MMQR (Method of Moments Quantile Regression) provided consistent results across quantiles in variable interactions, while GMM (Generalized Method of Moments) and KRLS (Kernel Regularized Least Squares Method) approaches were used to ensure consistency of results. The findings confirm that AgriTech (ATECH) and agricultural value added (AGRW) contribute significantly to sustainable agriculture in SSA countries. The coefficients of ATECH and AGRW variables are negative and statistically significant in all quantiles. This shows that when AgriTech use and agricultural value added increase in SSA, emissions from agriculture decrease and the environment improves. However, agricultural credits (ACRD) are insufficient to reduce agricultural emissions. Furthermore, agricultural workers (AEMP) and internet use (INT) help reduce agricultural emissions up to the 60th and 50th quantiles, while this effect disappears at higher quantile levels. These results emphasize the importance of integrating green procurement and green production technologies supported by green credits into agricultural production in order to achieve sustainable agricultural development goals in SSA. Policies that facilitate farmers’ access to agricultural green credits should be adopted in SSA societies. Infrastructure works that will increase farmers’ access to the internet should be increased. Awareness of agricultural workers on green production and sustainability should be provided to agricultural workers.</p><p>Highlights.</p><ul> <li> <p>The results show that agricultural technologies, agricultural growth, agricultural labor, and internet use reduce agricultural emissions in SSAcountries, while credit use increases agricultural emissions.</p> </li> <li> <p>AgriTech use (ATECH) and agricultural value-added (AGRW) have statistically significant negative coefficients in all quantiles, indicating that increasing AgriTech and value-added reduce agricultural greenhouse gas emissions.</p> </li>
地球上的农业温室气体排放既威胁着粮食安全和气候变化。联合国呼吁到2030年实现粮食安全和可持续农业以消除饥饿。可持续发展目标2.4涉及抵御气候变化和生产可持续粮食的抗灾农业做法。只有通过农业技术(AgriTech)才能实现农业的数字化转型,从而实现有弹性的农业实践。AgriTech可以通过提高生产效率来满足日益增长的粮食需求,同时通过应对气候变化和水资源短缺等问题来提高资源效率。本研究的目的是研究农业技术的使用对撒哈拉以南非洲(SSA)国家可持续农业的影响。该分析使用了2000年至2022年期间来自20个SSA国家的面板数据。在本研究中,矩量分位数回归方法(MMQR)在变量相互作用中提供了跨分位数的一致结果,而广义矩量方法(GMM)和核正则化最小二乘法(KRLS)方法确保了结果的一致性。研究结果证实,农业技术(ATECH)和农业增加值(agw)对SSA国家的可持续农业有显著贡献。ATECH和agw变量的系数均为负,各分位数均有统计学意义。这表明,当SSA农业技术利用和农业增加值增加时,农业排放减少,环境改善。然而,农业信贷(ACRD)不足以减少农业排放。此外,农业工人(AEMP)和互联网使用(INT)有助于减少农业排放到60和50分位数,而这种影响在更高的分位数水平上消失。这些结果强调了将绿色采购和绿色信贷支持的绿色生产技术纳入农业生产的重要性,以实现南撒哈拉地区的农业可持续发展目标。SSA社会应采取促进农民获得农业绿色信贷的政策。应该增加增加农民上网的基础设施建设。应向农业工人提供绿色生产和可持续发展的意识。研究结果表明,农业技术、农业增长、农业劳动力和互联网使用减少了农业排放,而信贷使用增加了农业排放。农业技术利用(ATECH)和农业附加值(agw)在各分位数上呈显著负相关,表明农业技术利用和农业附加值的增加减少了农业温室气体排放。AgriTech在低排放分位数的减排潜力较高(10-30%),而在高排放分位数的减排效果相对较弱。农业信贷(ACRD)仅在低排放分位数(25%)提供环境改善,不足以减少高排放分位数的排放。农业劳动(AEMP)和互联网使用(INT)显著减少了10-50%分位数的排放,而这种影响在更高的分位数上消失。农民减排的成功直接依赖于他们的互联网接入。面板瞬时动量分位数回归(MMQR)更倾向于捕获异质相互作用,并且通过GMM和KRLS方法证实了结果的稳健性。
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引用次数: 0
Effects of grazing management practices, topographic position, and land cover type on soil organic carbon fractions in semi-arid rangelands of Kenya 放牧管理方式、地形位置和土地覆盖类型对肯尼亚半干旱草原土壤有机碳组分的影响
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-21 DOI: 10.1186/s13021-025-00319-y
A. N. Gitau, S. M. Mureithi, S. Mwendwa, R. N. Onwonga, J. S. Mbau, J. Chepkemoi, S. Kiama

Background

This study evaluated the effects of grazing management practices, topographic position, and land cover types on mineral-associated organic carbon (MAOC) and particulate organic carbon (POC) in a semi-arid rangeland of Kenya. Research was conducted at Mpala Research Centre (controlled grazing) and Ilmotiok Community Group Ranch (continuous grazing) in Laikipia County. A factorial experimental design with a split-plot arrangement was used in this study. Grazing management practices (controlled and continuous grazing) and topographic positions (midslope, foot slope, and bottomland) were assigned to the main plots, while land cover types (bare ground, grass patches, and tree mosaics) were designated as subplots. Soil samples were collected at 10 cm intervals, 0–10 cm, 10–20 cm, and 20–30 cm depth for MAOC and POC analysis. Data analysis was done using R software, where nonparametric tests were done when the assumptions of normality and homogeneity of variance were violated.

Results

Controlled grazing resulted in higher MAOC (0.361%) and POC (0.683%) compared to continuous grazing (0.352% and 0.548%, respectively), indicating an increase of 2.56% in MAOC and 24.64% in POC under controlled grazing. This can largely be attributed to improved vegetation recovery, especially in midslope areas. The highest MAOC (0.367%) was found in the bottomland, likely due to reduced erosion and improved water retention. The midslope and foot slope positions had lower MAOC means of 0.358% and 0.344%, respectively. Depth analysis showed peak MAOC at 20 cm (0.390%), with controlled grazing resulting in better carbon retention at 30 cm. Similarly, controlled grazing yielded a mean POC of 0.683% versus 0.548% for continuous grazing, with bottomland having the highest POC of 0.754%. A Kruskal‒Wallis tests showed significant differences in MAOC and POC across land cover types (χ² = 42.701, p < 0.001 for MAOC, and χ² = 83.53, p < 0.001 for POC), with tree mosaics and bare land contributing most to POC and MAOC, respectively.

Conclusions

These findings highlight the beneficial role of controlled grazing and diverse land cover in enhancing soil carbon storage. To promote sustainable rangeland management, it is recommended that rangeland managers adopt controlled grazing practices and allow diverse land cover types, such as tree mosaics, to increase carbon sequestration and ecosystem resilience.

本研究评估了放牧管理方式、地形位置和土地覆盖类型对肯尼亚半干旱草原矿物相关有机碳(MAOC)和颗粒有机碳(POC)的影响。研究在莱基皮亚县的Mpala研究中心(控制放牧)和Ilmotiok社区团体牧场(连续放牧)进行。本研究采用分图排列的析因实验设计。放牧管理方式(控制放牧和连续放牧)和地形位置(中坡、坡脚和洼地)被划分为主要样地,而土地覆盖类型(裸地、草地和树木镶嵌)被划分为次要样地。分别在10 cm、0-10 cm、10 - 20 cm和20-30 cm深度采集土壤样品,进行MAOC和POC分析。使用R软件进行数据分析,当违反正态性和方差齐性假设时,进行非参数检验。结果与连续放牧(分别为0.352%和0.548%)相比,控制放牧的MAOC(0.361%)和POC(0.683%)更高,其中控制放牧的MAOC和POC分别提高了2.56%和24.64%。这在很大程度上可归因于植被恢复的改善,特别是在中坡地区。低洼地的MAOC最高,为0.367%,可能是由于侵蚀减少,保水能力提高。中坡和坡脚位置的MAOC均值较低,分别为0.358%和0.344%。深度分析表明,在20 cm处毛氧饱和度最高(0.90%),控制放牧使30 cm处的碳保持效果更好。同样,控制放牧的平均POC为0.683%,连续放牧的平均POC为0.548%,其中洼地的POC最高,为0.754%。Kruskal-Wallis检验显示,不同土地覆盖类型的MAOC和POC差异显著(MAOC的χ²= 42.701,p < 0.001, POC的χ²= 83.53,p < 0.001),其中树木镶嵌和裸地分别对POC和MAOC贡献最大。结论控制放牧和土地覆盖多样性对提高土壤碳储量具有重要作用。为了促进可持续的牧场管理,建议牧场管理者采用控制放牧的做法,并允许不同的土地覆盖类型,如树木镶嵌,以增加碳固存和生态系统的恢复能力。
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引用次数: 0
Geochemical modeling of CO2 emissions from volcanic soil microseepage: implications for greenhouse gas budget 火山土壤微渗流CO2排放的地球化学模拟:对温室气体收支的影响
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-20 DOI: 10.1186/s13021-025-00320-5
Xianzhe Duan, Haoran Sun, Nan Li, Jiale Dou

As the global greenhouse effect intensifies, the emission and balance of greenhouse gases, particularly carbon dioxide (CO2), have become crucial for achieving global carbon neutrality. Volcanic geothermal regions, as major natural sources of carbon emissions, release substantial volume of greenhouse gases into the atmosphere in various ways including volcanic eruptions, soil microseepages, vents, and hot springs. Among these, soil microseepages are particularly important due to their widespread and persistent nature. However, the geochemical dynamics of CO2 release from soil microseepage in volcanic regions remain poorly understood. In this study, we propose a novel CO2 release model employing computational fluid dynamics (CFD) to model CO2 emissions from soil microseepage in volcanic regions. Our results provide important insights as follows: (1) Low porosity in subsurface strata inhibits CO2 penetration, while well-developed underground cracks and channels enhance release rates. (2) Favorable gas pathways enable CO2 to penetrate dense layers, and migrate upward, with migration patterns influenced by gas source pressure, temperature, and soil permeability. Slowing vertical migration increases horizontal diffusion and expands the effective surface release area. (3) Surface release is also influenced by external factors like wind speed, though these do not significantly affect underground seepage. (4) To improve the accuracy of CO2 flux measurements using the closed chamber method, it is recommended to reverse the initial slope of the CO2 concentration-time curve. This study provides critical data to enhance global carbon budget assessments and support efforts towards carbon neutrality.

随着全球温室效应的加剧,温室气体的排放和平衡,特别是二氧化碳(CO2),已成为实现全球碳中和的关键。火山地热区作为碳排放的主要天然来源,通过火山喷发、土壤微渗漏、喷口、温泉等多种方式向大气中释放大量温室气体。其中,土壤微渗漏因其广泛和持久的性质而尤为重要。然而,火山地区土壤微渗流释放CO2的地球化学动力学仍然知之甚少。在这项研究中,我们提出了一种新的二氧化碳释放模型,利用计算流体动力学(CFD)来模拟火山地区土壤微渗流中的二氧化碳排放。研究结果提供了以下重要启示:(1)低孔隙度的地下地层抑制了CO2的渗透,而发育良好的地下裂缝和通道则提高了CO2的释放速率。(2)有利的气体通道使CO2能够穿透致密层,向上运移,运移模式受气源压力、温度和土壤渗透性的影响。缓慢的垂直迁移增加了水平扩散,扩大了有效的表面释放面积。(3)地表释放量也受到风速等外部因素的影响,但这些外部因素对地下渗流的影响并不显著。(4)为提高密闭室法测量CO2通量的精度,建议将CO2浓度-时间曲线的初始斜率进行反转。本研究为加强全球碳预算评估和支持实现碳中和的努力提供了关键数据。
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引用次数: 0
What is the global causality between geopolitical risks, government governance, and energy transition? Empirical evidence from cross-country data 地缘政治风险、政府治理和能源转型之间的全球因果关系是什么?来自跨国数据的经验证据
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-18 DOI: 10.1186/s13021-025-00322-3
Haijie Wang, Tianyi Zhang, Zhenhua Zhang, Yanchao Feng

Amid profound shifts in the global energy landscape, increasing attention is being paid to the causal relationships among geopolitical risks, government governance, and energy transition. Based on data covering 39 countries from 2002 to 2020, this study explores the long-term causal relationships between geopolitical risks, governance quality, and energy transition. The analysis applies cross-sectional dependence and slope heterogeneity tests, the CADF unit root test, second-generation cointegration methods, Pooled Mean Group (PMG) estimation, Method of Moments Quantile Regression (MMQR), and Granger causality tests. The results yield three key findings. Firstly, governance quality is negatively associated with energy transition, while geopolitical risks have a positive effect. Secondly, MMQR shows that these effects are more pronounced at higher quantiles of the energy transition distribution, meaning countries further along in the transition process are more responsive to changes in governance and geopolitical conditions. Thirdly, heterogeneity tests indicate that geopolitical risks exhibit a more pronounced long-term positive contribution to energy transition in economically high-growth and highly urbanized countries. These findings challenge dominant assumptions in the literature, particularly the presumed uniformly positive role of governance. The results suggest that the influence of governance and geopolitical risks on energy transition is context-dependent and nonlinear. This study provides new empirical evidence and theoretical insights to inform energy policy under geopolitical uncertainty.

在全球能源格局发生深刻变化的背景下,地缘政治风险、政府治理与能源转型之间的因果关系日益受到关注。基于2002 - 2020年39个国家的数据,本研究探讨了地缘政治风险、治理质量和能源转型之间的长期因果关系。分析应用了横断面相关检验和斜率异质性检验、CADF单位根检验、第二代协整方法、混合平均组(PMG)估计、矩量分位数回归法(MMQR)和格兰杰因果检验。结果产生了三个关键发现。首先,治理质量与能源转型呈负相关,而地缘政治风险具有正相关。其次,MMQR显示,这些影响在能源转型分布的较高分位数上更为明显,这意味着在转型过程中走得更远的国家对治理和地缘政治条件的变化反应更迅速。第三,异质性检验表明,在经济高增长和高度城市化的国家,地缘政治风险对能源转型的长期积极贡献更为显著。这些发现挑战了文献中的主流假设,特别是对治理统一积极作用的假设。研究结果表明,治理和地缘政治风险对能源转型的影响具有情境依赖性和非线性。本研究为地缘政治不确定性下的能源政策提供了新的经验证据和理论见解。
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引用次数: 0
Assessing the global flux of organic carbon transported from terrestrial surfaces to oceans by rivers 评估有机碳从陆地表面经河流输送到海洋的全球通量
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-18 DOI: 10.1186/s13021-025-00318-z
Fei Chen, Xiaoyong Bai, Guangjie Luo, Guangying Zhang, Chen Ran, Xuling Luo

The magnitude and distribution of organic carbon (OC) transport from the terrestrial surface to the oceans is not well understood on a global scale. This hinders our understanding of terrestrial and marine carbon cycles. In this study, we determined the characteristics of OC flux. Our results showed that approximately 420 Tg C/yr of OC are transported from the terrestrial surface to the oceans, including 220 Tg C/yr of particulate organic carbon (POC) and 200 Tg C/yr of dissolved organic carbon (DOC). Asia, with only 32.46% of the basin area, accounts for 57.65% of the total POC flux, while North America, with only 17.52% of the basin area, accounts for 37.51% of DOC flux. Of these, the Pacific receives 48% of the total POC flux, and the Atlantic receives 46% of the total DOC flux. Five key zones are diagnosed and identified, in which latitudes between 5° N and 20° S contributed 72.76% of the global OC flux. Such insights directly reveal global riverine OC flux, which helps us to comprehensively understand the terrestrial and marine carbon cycles.

在全球范围内,有机碳(OC)从陆地表面向海洋运输的幅度和分布尚未得到很好的了解。这阻碍了我们对陆地和海洋碳循环的理解。在这项研究中,我们确定了OC通量的特征。结果表明,从陆地表面向海洋输送的OC约为420 Tg C/yr,其中颗粒有机碳(POC)为220 Tg C/yr,溶解有机碳(DOC)为200 Tg C/yr。亚洲仅占盆地面积的32.46%,却占总POC通量的57.65%;北美仅占盆地面积的17.52%,却占总DOC通量的37.51%。其中,太平洋接收到总POC通量的48%,大西洋接收到总DOC通量的46%。诊断并确定了5个关键带,其中5°N ~ 20°S纬度对全球OC通量的贡献为72.76%。这些发现直接揭示了全球河流OC通量,有助于我们全面了解陆地和海洋碳循环。
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引用次数: 0
Reconciling ecosystem service supply-demand mismatches through ecological compensation in the Tibetan plateau
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-18 DOI: 10.1186/s13021-025-00325-0
Wenjie Yao, Xiaofeng Wang, Zixu Jia, Xiaoxue Wang, Xinrong Zhang, Xiaoming Feng, Jitao Zhou, Jiahao Ma, You Tu, Xueren Liu, Zechong Sun

Accurately identifying ecological compensation (EC) regions and establishing clear compensation criteria are essential for promoting carbon sequestration, mitigating ecological degradation, and supporting equitable resource allocation. In this study, ecological modeling combined with hotspot analysis was applied to quantify the spatial mismatch between ecosystem service (ES) supply and demand on the Tibetan Plateau (TP) in 2020. We introduced the concept of comparative ecological radiation force (CERF) to characterize the spatial flow of ESs and to estimate the total compensation required to balance these flows. Our results highlight that the value of carbon sequestration, represented by net primary production (NPP), reached 1.21 × 10⁶ CNY, alongside other key services such as soil conservation (SC) (284.69 × 106 CNY), water yield (WY) (44.99 × 106 CNY) and food supply (FS) (20.81 × 106 CNY). The directional analysis of service flows revealed that NPP, along with SC and WY, predominantly flowed from east to west, while FS exhibited a north-to-south pattern. Notably, NPP received only 0.16% of the total ecological compensation, in contrast to 95.42% for SC, 4.21% for WY, and 0.21% for FS. This study provides an integrated framework for aligning EC strategies with carbon management goals, offering insights to support carbon neutrality efforts and ecosystem restoration on the TP.

准确识别生态补偿区域,建立明确的补偿标准,对促进碳固存、缓解生态退化、支持资源公平配置具有重要意义。我们引入了比较生态辐射力(CERF)的概念来描述生态环境的空间流动,并估计平衡这些流动所需的总补偿。结果表明,以净初级生产(NPP)为代表的碳固存价值达到1.21 × 10⁶CNY,与其他关键服务如土壤保持(SC) (284.69 × 106 CNY)、产水(WY) (44.99 × 106 CNY)和食物供应(FS) (20.81 × 106 CNY)并列。服务流的方向性分析表明,NPP、SC和WY以东向西为主,而FS则以北向南为主。值得注意的是,NPP仅占总生态补偿的0.16%,而SC为95.42%,WY为4.21%,FS为0.21%。本研究提供了一个统一的框架,使EC战略与碳管理目标保持一致,为支持TP上的碳中和努力和生态系统恢复提供了见解。
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引用次数: 0
Lifting the profile of deep soil carbon in New Zealand’s managed planted forests 提高新西兰管理人工林深层土壤碳含量
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-14 DOI: 10.1186/s13021-025-00323-2
Loretta G. Garrett, Katherine A. Heckman, Angela R. Possinger, Brian D. Strahm, Jeff A. Hatten, Fiona P. Fields, Steve A. Wakelin

Background

Forest soils are a globally significant carbon-store, including in deep layers (> 30 cm depth). However, there is high uncertainty regarding the response of deep soil organic carbon (DSOC) to climate change and the resulting impact on the total OC budget for forest ecosystems. Managed forests have an opportunity to reduce the risk of DSOC loss with climate change, however, the basic understanding of DSOC is lacking. Planted forests in New Zealand are managed with very limited knowledge of DSOC, both in the amount and the capacity of the soil to continue to store carbon with climate change. In this study, we explore DSOC stocks to at least 2 m depth at 15 planted forest sties in New Zealand. We also explore DSOC radiocarbon age and soil mineralogy, then contextualise our results within international SOC datasets and climate change vulnerability frameworks to identify research priorities for New Zealand’s planted forest soils.

Results

DSOC stocks and soil mineralogy in New Zealand’s planted forests were diverse both horizontally across soil types and vertically throughout the soil profile. Critically, limiting measurements of SOC to the top 30 cm misses more than half of the SOC stocks present to at least 2 m depth (mean 57%; range 33–72%). At depth, mineral-associated OC was the dominant fraction of DSOC (average > 90%) and was on average much older (> 1000 years) than the current planted forest land use (< 100 years).

Conclusions

This small case study highlights that New Zealand’s planted forests contain substantial stocks of DSOC, much of which is older than the current forest land use. The deep soils were dominated by reactive metals, and although the age of DSOC suggest long-term stability, the large contribution of reactive metal-mediated SOC stabilisation may indicate vulnerability to warming soil temperatures relative to other climate change factors. There is a pressing need to expand soil sampling to greater depths and establish a robust SOC baseline for New Zealand’s planted forests. This is essential for enabling spatial predictions of DSOC dynamics under future climate scenarios, identify the key controls on DSOC persistence, and concomitant impacts on forest ecosystem function and resilience.

森林土壤是全球重要的碳储存库,包括在深层(30厘米深)。然而,深层土壤有机碳(DSOC)对气候变化的响应及其对森林生态系统总有机碳收支的影响存在很大的不确定性。管理森林有机会降低气候变化导致的DSOC损失风险,然而,缺乏对DSOC的基本认识。在管理新西兰的人工林时,人们对DSOC的了解非常有限,无论是在土壤的数量还是土壤在气候变化中继续储存碳的能力方面。在这项研究中,我们对新西兰15个人工林至少2 m深度的DSOC储量进行了研究。我们还探索了DSOC放射性碳年龄和土壤矿物学,然后将我们的结果置于国际SOC数据集和气候变化脆弱性框架中,以确定新西兰种植森林土壤的研究重点。结果新西兰人工林土壤有机碳储量和土壤矿物学在水平方向上和垂直方向上均存在差异。至关重要的是,将有机碳的测量限制在顶部30厘米,至少2米深度的有机碳储量超过一半(平均57%;33 - 72%)。在深层,矿物相关OC是DSOC的主要部分(平均为90%),并且平均比目前的人工林土地利用(100年)要古老得多(1000年)。这个小的案例研究强调了新西兰的人工林含有大量的DSOC储量,其中大部分比目前的森林土地利用更古老。深层土壤以活性金属为主,虽然DSOC的年龄表明长期稳定,但相对于其他气候变化因素,活性金属介导的有机碳稳定的巨大贡献可能表明土壤温度变暖对土壤的脆弱性。目前迫切需要将土壤采样扩大到更深的深度,并为新西兰的人工林建立一个可靠的有机碳基线。这对于实现未来气候情景下DSOC动态的空间预测、确定DSOC持久性的关键控制因素以及对森林生态系统功能和恢复力的影响至关重要。
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引用次数: 0
Decarbonization process and productivity convergence: a global analysis of carbon total factor productivity 脱碳过程与生产率趋同:碳全要素生产率的全球分析
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-13 DOI: 10.1186/s13021-025-00317-0
Jing Liu, Jianing Zhang, Dengfeng Cui

Background

In the context of mitigating global warming and promoting sustainable development, the scientific and effective assessment of the global carbon total factor productivity (CTFP) is essential for slowing global warming and fostering green transformation and coordinated development at both the global and regional levels.

Methods

This study constructs a CTFP evaluation index system and, for the first time, employs the SBM-DDF-GML productivity index model to measure the CTFP of 137 countries worldwide from 1991 to 2019. This model combines a directional distance function with the global Malmquist–Luenberger index to achieve precision in efficiency measurement and intertemporal comparability. It effectively resolves the problems of estimation bias and time dimension inconsistency caused by the radial assumption in traditional radial models. The spatial characteristics, regional disparities, and sources of these disparities in the CTFP are examined using ArcGIS and the Dagum Gini coefficient method. The σ-convergence and β-convergence models are used to investigate the influencing factors and convergence characteristics of the CTFP.

Results

The findings reveal that (1) the global CTFP exhibited an overall upward trend with fluctuations over the sample period, with technological progress being the primary driving force. (2) There are significant gradient disparities in the global CTFP, primarily stemming from supervariable density, followed by intraregional and interregional differences, and these disparities are expanding. (3) While there is no evident σ-convergence in the global CTFP and CTFP of the four major regions, there are significant absolute and conditional β-convergence trends.

Conclusion

Based on the research results, this paper proposes specific strategies to promote the global development of CTFP. These include strengthening technology R&D to improve CTFP, encouraging regional convergence to reduce development disparities, and enhancing the dynamic monitoring and evaluation system to foster growth and equity. This study provides empirical support and a decision-making basis for the coordinated development of the global economy and environment, contributing to advancing global green, low-carbon, and sustainable development.

在减缓全球变暖、促进可持续发展的背景下,科学有效地评估全球碳全要素生产率(CTFP)对于减缓全球变暖、促进全球和区域绿色转型和协调发展至关重要。方法构建CTFP评价指标体系,首次采用SBM-DDF-GML生产力指数模型对全球137个国家1991 - 2019年的CTFP进行测度。该模型将定向距离函数与全局Malmquist-Luenberger指数相结合,以实现效率测量的精度和跨期可比性。它有效地解决了传统径向模型中由于径向假设导致的估计偏差和时间维不一致的问题。利用ArcGIS和Dagum基尼系数法分析了CTFP的空间特征、区域差异及其来源。采用σ-收敛模型和β-收敛模型研究了CTFP的影响因素和收敛特征。结果:(1)全球CTFP总体呈上升趋势,但在样本期内存在波动,其中技术进步是主要驱动力。(2)全球CTFP存在显著的梯度差异,其主要原因是超变量密度,其次是区域内和区域间差异,且差异呈扩大趋势。(3)总体和4个主要区域的CTFP均不存在明显的σ收敛趋势,但存在显著的绝对收敛和条件收敛趋势。基于研究结果,本文提出了促进CTFP全球发展的具体策略。这些措施包括加强技术研发以改善CTFP,鼓励区域趋同以缩小发展差距,以及加强动态监测和评价系统以促进增长和公平。本研究为全球经济与环境协调发展提供了实证支持和决策依据,有助于推动全球绿色、低碳、可持续发展。
{"title":"Decarbonization process and productivity convergence: a global analysis of carbon total factor productivity","authors":"Jing Liu,&nbsp;Jianing Zhang,&nbsp;Dengfeng Cui","doi":"10.1186/s13021-025-00317-0","DOIUrl":"10.1186/s13021-025-00317-0","url":null,"abstract":"<div><h3>Background</h3><p>In the context of mitigating global warming and promoting sustainable development, the scientific and effective assessment of the global carbon total factor productivity (CTFP) is essential for slowing global warming and fostering green transformation and coordinated development at both the global and regional levels.</p><h3>Methods</h3><p>This study constructs a CTFP evaluation index system and, for the first time, employs the SBM-DDF-GML productivity index model to measure the CTFP of 137 countries worldwide from 1991 to 2019. This model combines a directional distance function with the global Malmquist–Luenberger index to achieve precision in efficiency measurement and intertemporal comparability. It effectively resolves the problems of estimation bias and time dimension inconsistency caused by the radial assumption in traditional radial models. The spatial characteristics, regional disparities, and sources of these disparities in the CTFP are examined using ArcGIS and the Dagum Gini coefficient method. The <i>σ</i>-convergence and <i>β</i>-convergence models are used to investigate the influencing factors and convergence characteristics of the CTFP.</p><h3>Results</h3><p>The findings reveal that (1) the global CTFP exhibited an overall upward trend with fluctuations over the sample period, with technological progress being the primary driving force. (2) There are significant gradient disparities in the global CTFP, primarily stemming from supervariable density, followed by intraregional and interregional differences, and these disparities are expanding. (3) While there is no evident <i>σ</i>-convergence in the global CTFP and CTFP of the four major regions, there are significant absolute and conditional <i>β</i>-convergence trends.</p><h3>Conclusion</h3><p>Based on the research results, this paper proposes specific strategies to promote the global development of CTFP. These include strengthening technology R&amp;D to improve CTFP, encouraging regional convergence to reduce development disparities, and enhancing the dynamic monitoring and evaluation system to foster growth and equity. This study provides empirical support and a decision-making basis for the coordinated development of the global economy and environment, contributing to advancing global green, low-carbon, and sustainable development.</p></div>","PeriodicalId":505,"journal":{"name":"Carbon Balance and Management","volume":"20 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://cbmjournal.biomedcentral.com/counter/pdf/10.1186/s13021-025-00317-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144832205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Life cycle emissions associated with vault storage of wood cleared for fire management in the Western United States 生命周期排放与拱顶储存木材清理火灾管理在美国西部。
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-08 DOI: 10.1186/s13021-025-00309-0
Declan Johnson, Jimmy Voorhis, Stephen Porder
AbstractSection Background

Climate change, fire suppression, and human encroachment contribute to increasingly intense forest fires in the Western United States, releasing hundreds of millions of metric tons (MMT) CO2/year. Proactive fire-risk reduction treatments coordinated by the US Forest Service (USFS) typically include thinning and burning (or in situ decay) of thinned products and may require thinning on ~ 28 million hectares of public and private land over the next decade. Assuming thinning of only small (~ 30 cm diameter) trees within 0.8 km of existing roads on slopes gentler than a 40% grade, this will produce ~ 1,100 MMT of thinned wood, which, if burned or left to decay, will release ~ 2000 MMT CO2. Here we evaluate the life cycle emissions of an alternative fate, burial in anoxic wood vaults. We performed a life cycle analysis (LCA) to assess potential net emissions reductions, considering site clearing, transport, site preparation and post-burial decay. We used Monte-Carlo simulations to estimate emissions uncertainty and identify key parameters influencing carbon removal efficiency.

AbstractSection Results

We find wood vaults will decrease emissions relative to current practice by a mean of 66% if wood is transported 100 km, and by 38% at a transport distance of 500 km. If the USFS is able to implement the proposed Wildfire Crisis Strategy, and all of the wood from thinning were buried in wood vaults within 100–500 km of the thinning sites, our results suggest these vaults would thus sequester between ~ 40–140 MMT CO2/yr over a decade. This annual figure represents ~ 6–12% of 2021 energy-related emissions in the contiguous Western United States. Harvesting thinned products only from gentler (< 20%) slopes within shorter distances from roads (304 m) would result in a greenhouse gas savings equivalent to 3–6% of 2021 Western State emissions. However, these results depend heavily on parameters related to wood decay and post-decay methane emissions that are relatively poorly constrained.

AbstractSection Conclusions

These results suggest wood vaults are a promising emissions-reduction strategy, but challenges remain. It is not clear that the USFS has the resources to manage the additional ~ 20 million hectares targeted for forest thinning. Biogeochemically, the importance of rates of wood decay within the vault, and the fraction of methane generated that escapes the vault, are poorly constrained parameters. Their estimation will be important for narrowing uncertainty in estimates of life cycle emissions. Nevertheless, our analysis suggests wood vaults are a promising, low-tech, ready-to-deploy emissions reduction strategy in places where forest management incl

摘要背景气候变化、灭火和人类活动导致美国西部森林火灾日益加剧,每年释放数亿公吨的CO2。由美国林务局(USFS)协调的主动减少火灾风险的处理通常包括疏林和焚烧(或就地腐烂)疏林产品,可能需要在未来十年对约2800万公顷的公共和私人土地进行疏林。假设在坡度低于40%的斜坡上,仅对现有道路0.8公里范围内的小树木(直径约30厘米)进行疏林,这将产生约1,100 MMT的薄木材,如果燃烧或任其腐烂,将释放约2,000 MMT的二氧化碳。在这里,我们评估了另一种命运的生命周期排放,即在缺氧的木拱顶中埋葬。我们进行了生命周期分析(LCA)来评估潜在的净排放量减少,考虑到场地清理、运输、场地准备和埋葬后的腐烂。利用蒙特卡罗模拟估算了碳排放的不确定性,并确定了影响碳去除效率的关键参数。研究发现,如果木材运输100公里,相对于目前的做法,木拱顶将减少66%的排放,500公里的运输距离将减少38%。如果USFS能够实施提议的野火危机战略,并且所有来自间伐的木材都被埋在间伐地点100-500公里范围内的木库中,我们的研究结果表明,这些木库将在十年内每年吸收约40 - 1.4亿吨二氧化碳。这一年度数字占美国西部邻近地区2021年能源相关排放量的6-12%。仅在距离公路较短(304米)的较平缓(< 20%)斜坡上收获稀薄的产品,将节省相当于2021年西部州排放量的3-6%的温室气体。然而,这些结果在很大程度上取决于与木材腐烂和腐烂后甲烷排放有关的参数,而这些参数的约束相对较差。结论木拱顶是一种很有前景的减排策略,但挑战依然存在。目前尚不清楚美国林业局是否有资源来管理额外的约2000万公顷森林减薄目标。生物地球化学,木材在拱顶内的腐烂率的重要性,以及从拱顶中逸出的甲烷的比例,都是缺乏约束的参数。它们的估计对于缩小生命周期排放估计的不确定性将是重要的。然而,我们的分析表明,在森林管理包括机械间伐和燃烧木材废料残留物的地方,木拱顶是一种很有前途的、低技术含量的、随时可用的减排策略。在便于运输距离较短的地点,以及在拱顶地点的生物地球化学条件最大限度地减少木材腐烂的地方,木拱顶尤其具有影响力。
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引用次数: 0
Quantifying terrestrial carbon in the context of climate change: a review of common and novel technologies and methods 气候变化背景下陆地碳的量化:常用和新技术和方法综述。
IF 5.8 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-07 DOI: 10.1186/s13021-025-00316-1
Samuel Gameiro, Manuel Eduardo Ferreira, Luis Fernando Chimelo Ruiz, Gillian L. Galford, Mojtaba Zeraatpisheh, Victor Fernandez Nascimento, Rosane Garcia Collevatti

Background

Understanding carbon dynamics in Earth’s ecosystem is necessary for mitigating climate change. With recent advancements in technologies, it is important to understand both how carbon quantification in soil and vegetation is measured and how it can be improved. Therefore, this study conducted a bibliometric and bibliographic review of the most common carbon quantification methodologies.

Results

Among the most widely used techniques, the Walkley-Black method and Elemental Analysis stand out for measuring below-ground carbon, while forest inventories are prominent for assessing above-ground carbon. Additionally, we found that the United States and China have the largest number of publications on this topic, with forest and agricultural areas being the most studied, followed by grasslands and mangroves. However, it should be noted that despite being indirect techniques, remote sensing, regression analysis, and machine learning have increasingly been used to generate geo-environmental carbon models for various areas. Landsat satellite images are the most widely used in remote sensing, followed by LiDAR digital models.

Conclusions

These results demonstrate that while new technologies do yet not replace analytical techniques, they are valuable allies working in conjunction with the current carbon quantification process.

背景:了解地球生态系统中的碳动态对于减缓气候变化是必要的。随着最近技术的进步,了解土壤和植被中的碳量化是如何测量的以及如何改进是很重要的。因此,本研究对最常见的碳量化方法进行了文献计量学和书目综述。结果:在最广泛使用的技术中,Walkley-Black方法和元素分析在测量地下碳方面表现突出,而森林清单在评估地上碳方面表现突出。此外,我们发现美国和中国在这一主题上的出版物数量最多,其中森林和农业领域的研究最多,其次是草原和红树林。然而,应该指出的是,尽管是间接技术,遥感、回归分析和机器学习已经越来越多地用于生成不同地区的地球环境碳模型。在遥感中应用最广泛的是陆地卫星图像,其次是激光雷达数字模型。结论:这些结果表明,虽然新技术还不能取代分析技术,但它们是与当前碳量化过程相结合的有价值的盟友。
{"title":"Quantifying terrestrial carbon in the context of climate change: a review of common and novel technologies and methods","authors":"Samuel Gameiro,&nbsp;Manuel Eduardo Ferreira,&nbsp;Luis Fernando Chimelo Ruiz,&nbsp;Gillian L. Galford,&nbsp;Mojtaba Zeraatpisheh,&nbsp;Victor Fernandez Nascimento,&nbsp;Rosane Garcia Collevatti","doi":"10.1186/s13021-025-00316-1","DOIUrl":"10.1186/s13021-025-00316-1","url":null,"abstract":"<div><h3>Background</h3><p>Understanding carbon dynamics in Earth’s ecosystem is necessary for mitigating climate change. With recent advancements in technologies, it is important to understand both how carbon quantification in soil and vegetation is measured and how it can be improved. Therefore, this study conducted a bibliometric and bibliographic review of the most common carbon quantification methodologies.</p><h3>Results</h3><p>Among the most widely used techniques, the Walkley-Black method and Elemental Analysis stand out for measuring below-ground carbon, while forest inventories are prominent for assessing above-ground carbon. Additionally, we found that the United States and China have the largest number of publications on this topic, with forest and agricultural areas being the most studied, followed by grasslands and mangroves. However, it should be noted that despite being indirect techniques, remote sensing, regression analysis, and machine learning have increasingly been used to generate geo-environmental carbon models for various areas. Landsat satellite images are the most widely used in remote sensing, followed by LiDAR digital models.</p><h3>Conclusions</h3><p>These results demonstrate that while new technologies do yet not replace analytical techniques, they are valuable allies working in conjunction with the current carbon quantification process.</p></div>","PeriodicalId":505,"journal":{"name":"Carbon Balance and Management","volume":"20 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2025-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12330144/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144793189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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