未来情景下黄河三角洲土壤盐渍化与有机碳动态预测

IF 6.5 1区 农林科学 Q1 AGRONOMY
Qiu Haonan , Yang Shihong , Wang Guangmei , Zhang jie , Dong Shide , Liu Xiaoling , Xu Yi , Liu Hanwen , Jiang Zewei , Meng Tianzhu , Zhang Dingwen
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引用次数: 0

摘要

土壤盐渍化和土壤有机碳(SOC)是影响土壤质量的关键因素。然而,它们在气候变化下的未来动态仍然不确定。基于214个土壤样品(土壤含盐量:0.03 %-3.05 %;土壤有机碳:2.23 g/kg-16.65 g/kg)和多源数据,利用反向传播神经网络构建了2023年黄河三角洲(YDR)土壤盐分、土壤有机碳储量及土壤有机碳模型,深度为20 cm。利用空间-时间替代方法预测了共享社会经济路径下(SSP119:全球变暖限制在1.5°C的低排放情景,SSP245:到2100年全球变暖达到2.7°C的中排放情景)YDR 2050-2100年的盐碱化和SOC变化。结果表明:与2023年相比,SSP119条件下2050—2100年平均气温和降水量呈现先增加后减少的趋势,而SSP245条件下则呈现持续增加的趋势。2023年土壤盐渍化比例为83.22 %(含盐量超过0.1 %的地区比例),未来各情景土壤盐渍化程度均有不同程度加剧,高含盐量地区(含盐量>;0.6 %)土壤盐渍化程度显著增加。SOC储量(2023年为13.92 Tg)在SSP119下先达到峰值后下降,在SSP245下逐渐上升。长三角洲土壤肥力较低,高有机碳面积极少(>17.4 g/kg)。低有机碳的地区通常表现出严重的盐碱化。因此,这些发现强调需要适应性水管理和碳封存战略来维持盐碱生态系统中的农业。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Projections of soil salinization and organic carbon dynamics in the Yellow River Delta under future scenarios
Soil salinization and soil organic carbon (SOC) critically influence soil quality. However, their future dynamics under climate change remain uncertain. Based on 214 soil samples (soil salt content: 0.03 %-3.05 %; SOC: 2.23 g/kg-16.65 g/kg) and multi-source data, the Back propagation neural network was used to construct a model of soil salinity and SOC stock to a depth of 20 cm, and SOC in Yellow River Delta (YDR) in 2023. The Space-For-Time Substitution method was used to predict salinization and SOC alterations in YDR in 2050–2100 under the shared socio-economic pathways (SSP119: Low-emissions scenario with global warming limited to 1.5°C, SSP245: Medium-emissions scenario reaching 2.7°C warming by 2100). Results showed compared to 2023, under SSP119 the annual mean temperature and precipitation during 2050–2100 show an initial increase followed by decrease, while under SSP245 they exhibit a continuous increasing trend. The proportion of soil salinization in 2023 was 83.22 % (The proportion of the region with salt content exceeding 0.1 %), soil salinization was exacerbated to varying degrees in all future scenarios, with a significant increase in areas of High Salinity (salt content >0.6 %). SOC stock (13.92 Tg in 2023) displayed different future patterns, peaking then declining under SSP119 but gradually increasing under SSP245. Soil fertility in the YRD is deemed low, with area of high SOC is extremely rare (>17.4 g/kg). Areas with low SOC typically exhibit severe salinization. Consequently, these findings highlight the need for adaptive water management and carbon sequestration strategies to sustain agriculture in saline-alkali ecosystems.
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来源期刊
Agricultural Water Management
Agricultural Water Management 农林科学-农艺学
CiteScore
12.10
自引率
14.90%
发文量
648
审稿时长
4.9 months
期刊介绍: Agricultural Water Management publishes papers of international significance relating to the science, economics, and policy of agricultural water management. In all cases, manuscripts must address implications and provide insight regarding agricultural water management.
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