Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
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
_version_ 1782317043511459840
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
work_keys_str_mv AT xiajiangzhou satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT liangshunlin satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT chenjiquan satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT yuanwenping satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT liushuguang satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT lilinghao satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT caiwenwen satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT zhangli satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT fuyang satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT zhaotianbao satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT fengjinming satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT mazhuguo satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT mamingguo satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT liushaomin satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT zhouguangsheng satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT asanumajun satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT chenshiping satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT dumingyuan satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT davaagombo satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT katotomomichi satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT liuqiang satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT liusuhong satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT lishenggong satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT shaochangliang satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT tangyanhong satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia
AT zhaoxiang satellitebasedanalysisofevapotranspirationandwaterbalanceinthegrasslandecosystemsofdrylandeastasia