Satellite time series data reveal interannual and seasonal spatiotemporal evapotranspiration patterns in China in response to effect factors
文献类型: 外文期刊
第一作者: Cheng, Minghan
作者: Cheng, Minghan;Jiao, Xiyun;Liu, Kaihua;Cheng, Minghan;Jin, Xiuliang;Shi, Lei;Cheng, Minghan;Jiao, Xiyun;Liu, Kaihua;Li, Binbin
作者机构:
关键词: Seasonal changes; Vegetation; Spatiotemporal patterns; Path analysis method; Coefficient of determination
期刊名称:AGRICULTURAL WATER MANAGEMENT ( 影响因子:4.516; 五年影响因子:5.12 )
ISSN: 0378-3774
年卷期: 2021 年 255 卷
页码:
收录情况: SCI
摘要: The spatiotemporal patterns of evapotranspiration (ET) are the basic problem of the circulation of water resources. Several studies have reported the spatiotemporal patterns of ET. However, there is a lack of systematic analysis of seasonal ET patterns over large areas, and the factors affecting ET under variable environmental conditions are still uncertain. In this study, flux observation data was used to evaluate the performance of MOD16 (the MODIS global ET product) data under different conditions, and then the MOD16 data were used to analyze the interannual and seasonal variability of ET and its spatial distribution characteristics in China. Furthermore, path analysis was used to analyze the factors affecting the change of ET. The results can be summarized as follows: (1) MOD16 data are sufficiently reliable and meet the precision requirements for research; (2) the vegetation ET in China showed significant temporal and spatial differences at the interannual and seasonal timescales, respectively, with an average annual value of 359.61 mm between 2001 and 2018; (3) the ET in China showed an upward trend in 2001-2018, with an average change rate of 2.95 mm/year, and exhibited differences in various seasons and for different vegetation types; (4) surface vegetation are the main factors affecting ET in southeast of China, while in northwest, the ET variation is affected by multiple factors. Under the conditions of climate change and vegetation cover change, several strategies should be implemented to deal with the sustained increase of vegetation water consumption, for example, the adjustment of agricultural production structure and the optimization of planting structure. The ET change law obtained in this study can be used as a reference for water resource regulation and management.
分类号:
- 相关文献
作者其他论文 更多>>
-
Genome-wide circular RNAs signatures involved in sexual maturation and its heterosis in chicken
作者:Wang, Yuanmei;Yuan, Jingwei;Sun, Yanyan;Ni, Aixin;Zhao, Jinmeng;Li, Yunlei;Wang, Panlin;Shi, Lei;Zong, Yunhe;Ge, Pingzhuang;Bian, Shixiong;Ma, Hui;Chen, Jilan
关键词:chicken; sexual maturation; heterosis; ovary; circRNA
-
Synergistic use of stay-green traits and UAV multispectral information in improving maize yield estimation with the random forest regression algorithm
作者:Liu, Yuan;Meng, Lin;Nie, Chenwei;Liu, Yadong;Song, Yang;Jin, Xiuliang;Liu, Yuan;Fan, Kaijian;Meng, Lin;Nie, Chenwei;Liu, Yadong;Song, Yang;Jin, Xiuliang;Cheng, Minghan
关键词:UAV multispectral; Maize yield; Stay-Green Index (SGI); Machine learning; Remote sensing
-
Research on variety identification of common bean seeds based on hyperspectral and deep learning
作者:Li, Shujia;Sun, Laijun;Zhang, Lingyu;Bai, Hongyi;Wang, Ziyue;Jin, Xiuliang;Feng, Guojun
关键词:Hyperspectral; Common bean; Convolutional neural network; Deep learning
-
A Comparative Analysis of Different Algorithms for Estimating Evapotranspiration with Limited Observation Variables: A Case Study in Beijing, China
作者:Sun, Di;Zhang, Hang;Qi, Yanbing;Li, Xuemin;Qi, Yanbing;Ren, Yanmin;Zhang, Zhengxian;Lv, Yuping;Cheng, Minghan;Cheng, Minghan
关键词:evapotranspiration; LST-VI space; long-time-series; machine learning; spatial distribution
-
Micromorphology and Molecular Insights Into Glandular Trichomes in Two Different Thymes: Glandular Trichomes Formation Process and the Function of the Main Regulator TqHD1
作者:Zhang, Yanan;Miao, Jiahui;Sun, Meiyu;Shi, Lei;Zhang, Yanan;Zhang, Jinzheng;Miao, Jiahui;Sun, Guofeng;Bai, Hongtong;Xiao, Jianhua;Sun, Meiyu;Shi, Lei;Miao, Jiahui
关键词:capitate glandular trichomes; formation; peltate glandular trichomes; positive regulator; thyme
-
Nitrogen management in rice under crop rotation and nitrogen level adjustment: Comprehensive responses of soil, roots, and plant growth
作者:Song, Yunsheng;Dong, Minghui;Jin, Meijuan;Gu, Junrong;Chen, Fei;Chen, Peifeng;Jin, Xiuliang;Hu, Yajie;Wang, Yuxuan
关键词:Crop rotation; Nitrogen management; Root morphology; Nitrogen use efficiency; Soil nutrient dynamics
-
DAFFnet: Seed classification of soybean variety based on dual attention feature fusion networks
作者:Zhang, Lingyu;Sun, Laijun;Li, Shujia;Jin, Xiuliang;Zhao, Xiangguang
关键词:Soybean seed; Classification; Deep learning; Neural networks; Attention mechanisms