Enhancing Soil Carbon Storage: Developing high-resolution maps of topsoil organic carbon sequestration potential in Taiwan

IF 6.6 1区 农林科学 Q1 SOIL SCIENCE
Shih-Hao Jien , Budiman Minasny , Bo-Jiun Yang , Yu-Ting Liu , Chun-Chien Yen , Mel Adelle Ocba , Yi-Ting Zhang , Chien-Hui Syu
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Abstract

Developing methods to estimate Soil Organic Carbon sequestration potential (SOCsp) at the regional scale is essential for quantifying the additional stable carbon that soils can sequester for climate change mitigation. This study investigates methods to estimate SOCsp across Taiwan. It evaluates three methods for estimating SOC saturation in fine fraction soils (less than 53 µm) (Hassink, boundary line, and quantile regression) using high-density sampling (more than one site per square km in cultivated areas) and digital soil mapping. Results show that SOCsp derived from the boundary line approach was about 2.1 times higher than those estimated by the quantile regression (QR) approach. Estimates using the QR approach could be regarded as the technically achievable goal as most of the samples collected from cultivated soils had low SOC content. A moderate spatial model for SOCsp was achieved using random forest model (R2: 0.54–0.57) on validation samples. Soil type, temperature and elevation were important controlling factors of SOCsp in topsoil. Regions with high SOCsp were mainly located in intensively cultivated and clay-rich soils, with paddy soils exhibiting greater sequestration potential compared to other land uses. In contrast, most forest soils in slope and mountainous areas had low SOCsp, as their SOC levels were near or above estimated saturation in the fine fraction soils. This study offers practical and strategic insights for scientific and policy-oriented efforts to improve soil health, boost carbon sequestration, and address climate change through optimisation of land use.
增强土壤碳储存:台湾表层土壤有机碳固存潜力的高解析度地图
开发估算区域尺度土壤有机碳固存潜力(SOCsp)的方法对于量化土壤可为减缓气候变化而固存的额外稳定碳至关重要。本研究探讨台湾地区社会福利指数的估算方法。它评估了三种估算细粒土壤(小于53µm)有机碳饱和度的方法(Hassink,边界线和分位数回归),使用高密度采样(耕地每平方公里超过一个站点)和数字土壤制图。结果表明,采用边界线法得到的SOCsp值比采用分位数回归法得到的SOCsp值高约2.1倍。利用QR方法进行估算在技术上是可以实现的目标,因为从栽培土壤中收集的大多数样品的有机碳含量较低。在验证样本上采用随机森林模型(R2: 0.54 ~ 0.57)建立了适度的SOCsp空间模型。土壤类型、温度和海拔高度是表土SOCsp的重要控制因素。SOCsp高的地区主要位于集约耕作和富含粘土的土壤中,与其他土地利用相比,水稻土具有更大的固碳潜力。坡地和山区森林土壤的SOC含量较低,接近或高于细粒土壤的饱和估算值。该研究为通过优化土地利用来改善土壤健康、促进碳固存和应对气候变化的科学和政策努力提供了实践和战略见解。
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来源期刊
Geoderma
Geoderma 农林科学-土壤科学
CiteScore
11.80
自引率
6.60%
发文量
597
审稿时长
58 days
期刊介绍: Geoderma - the global journal of soil science - welcomes authors, readers and soil research from all parts of the world, encourages worldwide soil studies, and embraces all aspects of soil science and its associated pedagogy. The journal particularly welcomes interdisciplinary work focusing on dynamic soil processes and functions across space and time.
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