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Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia
The regression tree method is used to upscale evapotranspiration (ET) measurements at eddy-covariance (EC) towers to the grassland ecosystems over the Dryland East Asia (DEA). The regression tree model was driven by satellite and meteorology datasets, and explained 82% and 76% of the variations of E...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4028206/ https://www.ncbi.nlm.nih.gov/pubmed/24845063 http://dx.doi.org/10.1371/journal.pone.0097295 |
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author | Xia, Jiangzhou Liang, Shunlin Chen, Jiquan Yuan, Wenping Liu, Shuguang Li, Linghao Cai, Wenwen Zhang, Li Fu, Yang Zhao, Tianbao Feng, Jinming Ma, Zhuguo Ma, Mingguo Liu, Shaomin Zhou, Guangsheng Asanuma, Jun Chen, Shiping Du, Mingyuan Davaa, Gombo Kato, Tomomichi Liu, Qiang Liu, Suhong Li, Shenggong Shao, Changliang Tang, Yanhong Zhao, Xiang |
author_facet | Xia, Jiangzhou Liang, Shunlin Chen, Jiquan Yuan, Wenping Liu, Shuguang Li, Linghao Cai, Wenwen Zhang, Li Fu, Yang Zhao, Tianbao Feng, Jinming Ma, Zhuguo Ma, Mingguo Liu, Shaomin Zhou, Guangsheng Asanuma, Jun Chen, Shiping Du, Mingyuan Davaa, Gombo Kato, Tomomichi Liu, Qiang Liu, Suhong Li, Shenggong Shao, Changliang Tang, Yanhong Zhao, Xiang |
author_sort | Xia, Jiangzhou |
collection | PubMed |
description | The regression tree method is used to upscale evapotranspiration (ET) measurements at eddy-covariance (EC) towers to the grassland ecosystems over the Dryland East Asia (DEA). The regression tree model was driven by satellite and meteorology datasets, and explained 82% and 76% of the variations of ET observations in the calibration and validation datasets, respectively. The annual ET estimates ranged from 222.6 to 269.1 mm yr(−1) over the DEA region with an average of 245.8 mm yr(−1) from 1982 through 2009. Ecosystem ET showed decreased trends over 61% of the DEA region during this period, especially in most regions of Mongolia and eastern Inner Mongolia due to decreased precipitation. The increased ET occurred primarily in the western and southern DEA region. Over the entire study area, water balance (the difference between precipitation and ecosystem ET) decreased substantially during the summer and growing season. Precipitation reduction was an important cause for the severe water deficits. The drying trend occurring in the grassland ecosystems of the DEA region can exert profound impacts on a variety of terrestrial ecosystem processes and functions. |
format | Online Article Text |
id | pubmed-4028206 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40282062014-05-21 Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia Xia, Jiangzhou Liang, Shunlin Chen, Jiquan Yuan, Wenping Liu, Shuguang Li, Linghao Cai, Wenwen Zhang, Li Fu, Yang Zhao, Tianbao Feng, Jinming Ma, Zhuguo Ma, Mingguo Liu, Shaomin Zhou, Guangsheng Asanuma, Jun Chen, Shiping Du, Mingyuan Davaa, Gombo Kato, Tomomichi Liu, Qiang Liu, Suhong Li, Shenggong Shao, Changliang Tang, Yanhong Zhao, Xiang PLoS One Research Article The regression tree method is used to upscale evapotranspiration (ET) measurements at eddy-covariance (EC) towers to the grassland ecosystems over the Dryland East Asia (DEA). The regression tree model was driven by satellite and meteorology datasets, and explained 82% and 76% of the variations of ET observations in the calibration and validation datasets, respectively. The annual ET estimates ranged from 222.6 to 269.1 mm yr(−1) over the DEA region with an average of 245.8 mm yr(−1) from 1982 through 2009. Ecosystem ET showed decreased trends over 61% of the DEA region during this period, especially in most regions of Mongolia and eastern Inner Mongolia due to decreased precipitation. The increased ET occurred primarily in the western and southern DEA region. Over the entire study area, water balance (the difference between precipitation and ecosystem ET) decreased substantially during the summer and growing season. Precipitation reduction was an important cause for the severe water deficits. The drying trend occurring in the grassland ecosystems of the DEA region can exert profound impacts on a variety of terrestrial ecosystem processes and functions. Public Library of Science 2014-05-20 /pmc/articles/PMC4028206/ /pubmed/24845063 http://dx.doi.org/10.1371/journal.pone.0097295 Text en © 2014 Xia et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Xia, Jiangzhou Liang, Shunlin Chen, Jiquan Yuan, Wenping Liu, Shuguang Li, Linghao Cai, Wenwen Zhang, Li Fu, Yang Zhao, Tianbao Feng, Jinming Ma, Zhuguo Ma, Mingguo Liu, Shaomin Zhou, Guangsheng Asanuma, Jun Chen, Shiping Du, Mingyuan Davaa, Gombo Kato, Tomomichi Liu, Qiang Liu, Suhong Li, Shenggong Shao, Changliang Tang, Yanhong Zhao, Xiang Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia |
title | Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia |
title_full | Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia |
title_fullStr | Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia |
title_full_unstemmed | Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia |
title_short | Satellite-Based Analysis of Evapotranspiration and Water Balance in the Grassland Ecosystems of Dryland East Asia |
title_sort | satellite-based analysis of evapotranspiration and water balance in the grassland ecosystems of dryland east asia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4028206/ https://www.ncbi.nlm.nih.gov/pubmed/24845063 http://dx.doi.org/10.1371/journal.pone.0097295 |
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