Data-driven modeling indicates projected increase in plant production confines warming-induced topsoil organic carbon change in China within a small range in the 21st Century

Huiwen Li , Yue Cao , Yiping Wu , Shuguang Liu , Wenzhi Zhao , Guoyi Zhou , Jingfeng Xiao , Georgii Alexandrov , Linjing Qiu
{"title":"Data-driven modeling indicates projected increase in plant production confines warming-induced topsoil organic carbon change in China within a small range in the 21st Century","authors":"Huiwen Li ,&nbsp;Yue Cao ,&nbsp;Yiping Wu ,&nbsp;Shuguang Liu ,&nbsp;Wenzhi Zhao ,&nbsp;Guoyi Zhou ,&nbsp;Jingfeng Xiao ,&nbsp;Georgii Alexandrov ,&nbsp;Linjing Qiu","doi":"10.1016/j.horiz.2025.100138","DOIUrl":null,"url":null,"abstract":"<div><div>Understanding the dynamics of soil organic carbon (SOC) in the topsoil, the most sensitive part of soil profile to climate change, under future climate trajectories is vital for achieving carbon neutrality in China. However, large uncertainties and controversies exist in Earth System Model (ESM) simulations. We used a data-driven model to assess the responses of SOC to future climate change and quantified the critical biomass carbon input (i.e., net primary production, NPP) to preserve the current SOC level. Our results suggest that future warming alone may reduce the national topsoil organic carbon stock by 605.3 Tg C (1.72 %) by the end of the 21st century under the representative concentration pathway 8.5 (RCP8.5). However, the projected increase in precipitation cannot offset the negative impact of warming under all climate trajectories. We estimate that 18.5 %, 38.0 %, and 46.5 % of additional NPP are required in the 2030s, 2060s, and 2090s to offset the national SOC loss under RCP8.5, respectively. Further simulations driven by the NPP projections of ESMs suggest that the increasing NPP can confine warming-induced SOC loss within a small range and even slightly increase SOC in the 2090s under RCP4.5 and 8.5. Nevertheless, SOC dynamics show large spatial discrepancy, and regions with high SOC levels, especially Northeast and Southwest of China, have a high potential of losing carbon and deserve more attention. This work extends our knowledge about the future dynamics of topsoil organic carbon in China and can be a reference for current ESMs to produce more robust regional predictions.</div></div>","PeriodicalId":101199,"journal":{"name":"Sustainable Horizons","volume":"15 ","pages":"Article 100138"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sustainable Horizons","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772737825000082","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Understanding the dynamics of soil organic carbon (SOC) in the topsoil, the most sensitive part of soil profile to climate change, under future climate trajectories is vital for achieving carbon neutrality in China. However, large uncertainties and controversies exist in Earth System Model (ESM) simulations. We used a data-driven model to assess the responses of SOC to future climate change and quantified the critical biomass carbon input (i.e., net primary production, NPP) to preserve the current SOC level. Our results suggest that future warming alone may reduce the national topsoil organic carbon stock by 605.3 Tg C (1.72 %) by the end of the 21st century under the representative concentration pathway 8.5 (RCP8.5). However, the projected increase in precipitation cannot offset the negative impact of warming under all climate trajectories. We estimate that 18.5 %, 38.0 %, and 46.5 % of additional NPP are required in the 2030s, 2060s, and 2090s to offset the national SOC loss under RCP8.5, respectively. Further simulations driven by the NPP projections of ESMs suggest that the increasing NPP can confine warming-induced SOC loss within a small range and even slightly increase SOC in the 2090s under RCP4.5 and 8.5. Nevertheless, SOC dynamics show large spatial discrepancy, and regions with high SOC levels, especially Northeast and Southwest of China, have a high potential of losing carbon and deserve more attention. This work extends our knowledge about the future dynamics of topsoil organic carbon in China and can be a reference for current ESMs to produce more robust regional predictions.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
表土是土壤剖面中对气候变化最敏感的部分,了解表土中土壤有机碳(SOC)在未来气候轨迹下的动态变化对中国实现碳中和至关重要。然而,地球系统模式(ESM)模拟存在很大的不确定性和争议。我们利用数据驱动模型评估了 SOC 对未来气候变化的响应,并量化了保持当前 SOC 水平的临界生物质碳输入量(即净初级生产力)。我们的研究结果表明,在代表性浓度路径 8.5(RCP8.5)下,到 21 世纪末,仅未来气候变暖就可能使全国表土有机碳储量减少 605.3 兆吨碳(1.72%)。然而,在所有气候轨迹下,降水量的预计增加都无法抵消气候变暖的负面影响。我们估计,在 RCP8.5 下,2030 年代、2060 年代和 2090 年代分别需要 18.5%、38.0% 和 46.5% 的额外 NPP 才能抵消全国 SOC 的损失。由 ESM 的 NPP 预测驱动的进一步模拟表明,在 RCP4.5 和 8.5 条件下,不断增加的 NPP 可以将气候变暖引起的 SOC 损失限制在一个较小的范围内,甚至在 2090 年代略微增加 SOC。然而,SOC 的动态变化在空间上存在较大差异,SOC 水平较高的地区,尤其是中国的东北和西南地区,碳损失的可能性较大,值得更多关注。这项工作拓展了我们对中国表土有机碳未来动态的认识,可为当前的ESM提供参考,从而得出更可靠的区域预测结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
6.60
自引率
0.00%
发文量
0
期刊最新文献
Data-driven modeling indicates projected increase in plant production confines warming-induced topsoil organic carbon change in China within a small range in the 21st Century Comparative contributions of primary emission and secondary production of HONO from unfertilized soil in Eastern China Changing climate alters the time people spend outdoors Risk assessment of pyridaben exposure on neurodevelopment of offspring by using TRAEC strategy Two-Eyed Seeing and the Synoptic Transfer Framework: Braiding holistic and scientific ways of living in Education for Sustainable Development
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1