کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6536637 | 1420845 | 2018 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
علوم زمین و سیارات
علم هواشناسی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
Evapotranspiration (ET) is one of the most important fluxes in terrestrial ecosystems that regulate atmosphere-hydrosphere-biosphere interactions. Several studies have suggested that global ET has significantly increased in the past several decades, and that such increase has exhibited big spatial variability, but there are few detailed studies on the spatio-temporal change in ET over China. Here, we developed a high-resolution data-oriented monthly ET product in China between 1982 and 2015 by integrating remote-sensing and the eddy covariance technique observed ET data in a machine learning approach (model tree ensemble, MTE). We showed that the mean annual ET over China is 552â¯Â±â¯14â¯mm yrâ1, which is comparable to the estimate from a MTE-derived product based on water balance, but is larger than that from both previous MTE-derived global product and process-based land surface models. ET in China significantly increased with a rate of 10.7â¯mm yrâ1 per decade over the past 30 years (pâ¯<â¯0.05). The largest increases in ET (>60â¯mm yrâ1 per decade) occurred in the eastern periphery of Sichuan, southern Taiwan, and central China, which was attributed to the increases in temperature and solar radiation, as well as the enhanced vegetation productivity. About 22% of the area showed a decreasing trend in ET, mainly in parts of southeastern, southwestern, and northeastern China. The regional decrease in ET was likely due to decreasing precipitation and/or vegetation browning. Although our finding of the significant increase in China's ET at the country scale is supported by five different ET products, there are still less agreement on the change in ET at the regional scale among different ET products.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Agricultural and Forest Meteorology - Volume 259, 15 September 2018, Pages 131-140
Journal: Agricultural and Forest Meteorology - Volume 259, 15 September 2018, Pages 131-140
نویسندگان
Xiangyi Li, Yue He, Zhenzhong Zeng, Xu Lian, Xuhui Wang, Mingyuan Du, Gensuo Jia, Yingnian Li, Yaoming Ma, Yanhong Tang, Weizhen Wang, Zhixiang Wu, Junhua Yan, Yitong Yao, Philippe Ciais, Xianzhou Zhang, Yiping Zhang, Yu Zhang, Shilong Piao,