Lake surface sediment pollen dataset for the alpine meadow vegetation type from the eastern Tibetan Plateau and its potential in past climate reconstructions

被引:48
|
作者
Cao, Xianyong [1 ]
Tian, Fang [2 ]
Li, Kai [3 ]
Ni, Jian [3 ]
Yu, Xiaoshan [1 ]
Liu, Lina [1 ,4 ]
Wang, Nannan [1 ,4 ]
机构
[1] Chinese Acad Sci, Inst Tibetan Plateau Res, Alpine Paleoecol & Human Adaptat Grp ALPHA, State Key Lab Tibetan Plateau Earth Syst Resource, Beijing 100101, Peoples R China
[2] Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
[3] Zhejiang Normal Univ, Coll Chem & Life Sci, Jinhua 321004, Zhejiang, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
AREA;
D O I
10.5194/essd-13-3525-2021
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A modern pollen dataset with an even distribution of sites is essential for pollen-based past vegetation and climate estimations. As there were geographical gaps in previous datasets covering the central and eastern Tibetan Plateau, lake surface sediment samples (n = 117) were collected from the alpine meadow region on the Tibetan Plateau between elevations of 3720 and 5170 m.a.s.l Pollen identification and counting were based on standard approaches, and modern climate data were interpolated from a robust modern meteorological dataset. A series of numerical analyses revealed that precipitation is the main climatic determinant of pollen spatial distribution: Cyperaceae, Ranunculaceae, Rosaceae, and Salix indicate wet climatic conditions, while Poaceae, Artemisia, and Chenopodiaceae represent drought. Model performance of both weighted-averaging partial least squares (WA-PLS) and the random forest (RF) algorithm suggest that this modern pollen dataset has good predictive power in estimating the past precipitation from pollen spectra from the eastern Tibetan Plateau. In addition, a comprehensive modern pollen dataset can be established by combining our modern pollen dataset with previous datasets, which will be essential for the reconstruction of vegetation and climatic signals for fossil pollen spectra on the Tibetan Plateau. Pollen datasets including both pollen counts and percentages for each sample, together with their site location and climatic data, are available at the National Tibetan Plateau Data Center (TPDC; Cao et al., 2021; https://doi.org/10.11888/Paleoenv.tpdc.271191).
引用
收藏
页码:3525 / 3537
页数:13
相关论文
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