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通过遥感估算的反照率与全球旱地的生态系统多功能性相关。

Albedo estimated from remote sensing correlates with ecosystem multifunctionality in global drylands.

作者信息

Zhao Yanchuang, Wang Xinyuan, Novillo Carlos J, Arrogante-Funes Patricia, Vázquez-Jiménez René, Maestre Fernando T

机构信息

Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, 100094 Beijing, China.

University of Chinese Academy of Sciences, 100049 Beijing, China.

出版信息

J Arid Environ. 2018 Oct;157:116-123. doi: 10.1016/j.jaridenv.2018.05.010.

Abstract

Monitoring ecosystem functioning is a significant step towards detecting changes in ecosystem attributes that could be linked to land degradation and desertification in drylands worldwide. Remote sensing-based vegetation indices (VIs) and land surface albedo are two favorite indicators to monitor desertification process due to their close relationship with ecosystem status and to their increasing applicability over multiple spatiotemporal scales. While VIs are routinely used to monitor ecosystem attributes and functions such as vegetation cover and productivity, no previous study has evaluated whether remote sensing-measured albedo is related to the simultaneous provision of multiple ecosystem functions (multifunctionality) in global drylands. In this study, we evaluated the correlation of six albedo metrics (shortwave black-sky albedo, shortwave white-sky albedo, visible black-sky albedo, visible white-sky albedo, near-infrared black-sky albedo and near-infrared white-sky albedo) and two VIs (Normalized Difference Vegetation Index (NDVI) and Enhanced Vegetation Index (EVI)) with multifunctionality indices related to carbon, nitrogen and phosphorus cycling measured in 61 dryland ecosystems from all continents except Antarctica. We found a negative relationship between land surface albedo and multifunctionality. Black-sky albedo had a stronger correlation with multifunctionality than white-sky albedo. Visible black-sky albedo showed the strongest correlation with multifunctionality (MUL, -0.314), as well as with functions related to carbon (CCY, -0.216) and nitrogen cycling (NCY, -0.410), while near-infrared (-0.339) and shortwave black-sky albedo (-0.325) showed stronger correlations with functions related to phosphorus cycling (PCY) than visible black-sky albedo (-0.233) did. VIs showed significant positive correlations with MUL, CCY, and NCY, and the magnitudes were higher than those observed between albedo metrics and the multifunctionality indices. However, VIs were not correlated with PCY, which had significant correlations with both shortwave and near-infrared albedo. Though the magnitudes of the correlations observed were not high, which may result from the wide variability in soil and vegetation types in our dataset, our findings indicate that remotely sensed albedo correlates to multifunctionality, which has been linked to alternative states in global drylands. As such, albedo has the potential to monitor changes in dryland ecosystem functioning, which can inform us about the onset of desertification in these areas.

摘要

监测生态系统功能是检测生态系统属性变化的重要一步,这些变化可能与全球旱地的土地退化和荒漠化有关。基于遥感的植被指数(VIs)和地表反照率是监测荒漠化过程的两个常用指标,因为它们与生态系统状态密切相关,并且在多个时空尺度上的适用性不断增加。虽然VIs通常用于监测生态系统属性和功能,如植被覆盖和生产力,但之前没有研究评估遥感测量的反照率是否与全球旱地同时提供多种生态系统功能(多功能性)有关。在本研究中,我们评估了六个反照率指标(短波黑空反照率、短波白空反照率、可见光黑空反照率、可见光白空反照率、近红外黑空反照率和近红外白空反照率)和两个VIs(归一化差异植被指数(NDVI)和增强植被指数(EVI))与在除南极洲以外的各大洲61个旱地生态系统中测量的与碳、氮和磷循环相关的多功能性指数之间的相关性。我们发现地表反照率与多功能性之间存在负相关关系。黑空反照率与多功能性的相关性比白空反照率更强。可见光黑空反照率与多功能性(MUL,-0.314)以及与碳(CCY,-0.216)和氮循环(NCY,-0.410)相关的功能之间显示出最强的相关性,而近红外(-0.339)和短波黑空反照率(-0.325)与与磷循环(PCY)相关的功能的相关性比可见光黑空反照率(-0.233)更强。VIs与MUL、CCY和NCY显示出显著的正相关,且相关程度高于反照率指标与多功能性指数之间的相关程度。然而,VIs与PCY不相关,PCY与短波和近红外反照率均有显著相关性。尽管观察到的相关程度不高,这可能是由于我们数据集中土壤和植被类型的广泛变异性所致,但我们的研究结果表明,遥感反照率与多功能性相关,而多功能性与全球旱地的替代状态有关。因此,反照率有可能监测旱地生态系统功能的变化,这可以为我们提供这些地区荒漠化开始的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8994/6112417/fa83e050fbce/emss-78773-f001.jpg

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