Explore variations of DOM components in different landcover areas of riparian zone by EEM-PARAFAC and partial least squares structural equation model

偏最小二乘回归 河岸带 环境化学 生态学 化学 统计 数学 生物 栖息地
作者
Xiulei Zhang,Huibin Yu,Hongjie Gao,Kuotian Lu,Dongping Liu
出处
期刊:Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy [Elsevier BV]
卷期号:291: 122300-122300 被引量:28
标识
DOI:10.1016/j.saa.2022.122300
摘要

Dissolved organic matter (DOM) plays key roles in species-distribution of contaminants and the biogeochemical cycle of carbon in ecosystems. Riparian zone is the representative of water-land ecotone and controls the DOM exchange between water and land. However, the variance of DOM in different landcover areas of an urban river riparian zone is unknown. In this study, fluorescence excitation-emission matrix (EEM) spectroscopy coupled with parallel factor analysis (PARAFAC) and partial least squares structural equation model (PLS-SEM) was applied to character dissolved organic matter (DOM) fractions in four types of landcover riparian areas (natural forest, artificial forest, semi-natural grassland, and cropland) of Puhe River and trace latent factors. Soil samples were collected at 0–20 cm, 20–40 cm, 40–60 cm, and 60–80 cm. The results showed that soil DOM components and humification varied between forests with grassland and cropland samples, and soil humification was obviously higher in the forest samples than that in the grassland and cropland samples. In the natural and artificial forest soils, the humic/fulvic-like were the dominant fractions of DOM, whose variations were smaller than the protein-like with soil depths. However, the tyrosine-like was the representative component in the grassland and cropland soils, whose variation was smaller than the humus substances. According to the PLS-SEM, the DOM components and humification were affected by soil physiochemical properties and DOM sources. The humification in the forest soils had a positive correlation with tryptophan-like, which derived from blended source of the autochthonous and terrigenous. Nevertheless, a positive correlation was observed between humification and humus substances, which could derive from microbial degradation of tyrosine-like, in the grassland and cropland soils. Moreover, the soil physiochemical properties were negatively related to DOM components in all soil samples, which could affect indirectly soil humification. Therefore, EEM combined with PARAFAC and PLS-SEM might be an effective method to investigate DOM fractions and trace the latent factors in different landcover areas of the riparian zone.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
英姑应助jbgz采纳,获得10
1秒前
kc03发布了新的文献求助10
1秒前
科研完成签到,获得积分10
2秒前
2秒前
zsy发布了新的文献求助10
4秒前
Fine完成签到,获得积分10
4秒前
Lucas应助正直小蚂蚁采纳,获得10
5秒前
5秒前
6秒前
Orange应助科研通管家采纳,获得10
6秒前
我是老大应助科研通管家采纳,获得10
6秒前
传奇3应助科研通管家采纳,获得10
6秒前
7秒前
烟花应助科研通管家采纳,获得10
7秒前
桐桐应助科研通管家采纳,获得10
7秒前
7秒前
共享精神应助科研通管家采纳,获得10
7秒前
Copyright应助科研通管家采纳,获得10
7秒前
22336应助科研通管家采纳,获得60
7秒前
大模型应助科研通管家采纳,获得10
7秒前
星辰大海应助科研通管家采纳,获得10
7秒前
赘婿应助科研通管家采纳,获得10
7秒前
充电宝应助科研通管家采纳,获得10
7秒前
打打应助科研通管家采纳,获得10
8秒前
SciGPT应助amengptsd采纳,获得10
8秒前
Orange应助zzt采纳,获得10
8秒前
顾矜应助JackyYan采纳,获得10
9秒前
11完成签到,获得积分10
11秒前
12秒前
科研通AI6.2应助tod2006采纳,获得10
13秒前
无花果应助单薄的钢笔采纳,获得10
13秒前
haooo发布了新的文献求助10
13秒前
14秒前
彭于晏应助锅包肉采纳,获得10
14秒前
16秒前
帮帮孩子吧完成签到,获得积分10
16秒前
17秒前
HFH举报mahuahua求助涉嫌违规
17秒前
OK应助尊嘟假嘟采纳,获得50
17秒前
20秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Geist der Kunst und Kultur 1000
Resistance Spot Welding Dataset for Automobile Body-in-White Quality Analysis 748
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
丝光沸石活性位点定向调控及其二甲醚羰基化性能研究 500
Elgar Concise Encyclopedia of Research Methods in the Social Sciences 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7415646
求助须知:如何正确求助?哪些是违规求助? 9018994
关于积分的说明 19213611
捐赠科研通 7046716
什么是DOI,文献DOI怎么找? 3234164
关于科研通互助平台的介绍 2396582
邀请新用户注册赠送积分活动 2216428