Integrating soil moisture retrieved from L-band microwave radiation into an energy balance model to improve evapotranspiration estimation on the irrigated oases of arid regions in northwest China
文献类型：期刊论文
| 作者 | Li, Yan1; Zhou, Jian2; Wang, Haijing3,4; Li, Dazhi2; Jin, Rui2; Zhou, Yanzhao2; Zhou, Qingguo1 |
| 刊名 | AGRICULTURAL AND FOREST METEOROLOGY
 |
| 出版日期 | 2015-12-15 |
| 卷号 | 214页码:306-318 |
| 关键词 | Evapotranspiration (ET) Soil moisture Remote sensing Arid and semi-arid regions |
| ISSN号 | 0168-1923 |
| DOI | 10.1016/j.agrformet.2015.08.260 |
| 通讯作者 | Zhou, Jian(zhoujian@lzb.ac.cn) |
| 英文摘要 | Irrigated oases are the main water consumers in arid and semi-arid regions. As plant evapotranspiration (ET) in these regions mainly depends on irrigated water, accurate quantification of evapotranspiration (ET) on the irrigated oases is crucial for allocation and management of irrigation water resources. In this study, we integrated the soil moisture retrieved from Polarimetric L-band Multibeam Radiometer (PLMR) into the Surface Energy Balance System (SEBS) model for improving ET estimates under water stress conditions. The study area is the irrigated oasis in the middle reaches of the Heihe River where airborne and satellite-borne remotely sensed data as well as in situ observations are available through the Heihe Watershed Allied Telemetry Experimental Research (Hi WATER). The main goal of this experiment is to monitor the energy-water exchange between near-surface atmosphere and land surface, and to assess its influencing factors within the oasis-desert ecosystem. The soil moisture data were retrieved using the L-band Microwave Emission of the Biosphere (L-MEB) model fed with the airborne dual-polarized and multi-angular viewing of PLMR. The comparison of soil moisture retrieval from PLMR data with the soil moisture measured by a wireless sensor network (WSN) showed good consistency, with an absolute mean error (ME) <0.004 cm(3) cm(-3) and a root mean square error (RMSE) value <0.05 cm(3) cm(-3). Further, the actual daily evapotranspiration was estimated using the soil moisture integrated (SM-integrated) SEBS algorithm fed with the Advanced Space-borne Thermal Emission and Reflection Radiometer (ASTER) images and soil moisture data retrieved from PLMR data. The sensible heat fluxes and daily evapotranspiration-(ETdatiy) obtained by the SM-integrated SEBS and the original SEBS were compared with the eddy correlation (EC) measurements collected from HiWATER experiment. The results indicate an obvious improvement when soil moisture information is integrated into the SEBS. This method overcomes the weakness of remote sensing based (RS-based) surface energy balance models of overestimating evapotranspiration particularly in semi-arid and arid regions. It shows a prospect that the combination of optical and microwave remote sensing can further improve the RS-based ET estimation. (C) 2015 Elsevier B.V. All rights reserved. |
| 收录类别 | SCI |
| WOS关键词 | SPACEBORNE THERMAL EMISSION ; REFLECTION RADIOMETER ASTER ; REMOTELY-SENSED DATA ; SYSTEM SEBS ; LAND-SURFACE ; SEMIARID CLIMATE ; ROUGHNESS HEIGHT ; TIBETAN PLATEAU ; WATER-STRESS ; HEAT-FLUX |
| WOS研究方向 | Agriculture ; Forestry ; Meteorology & Atmospheric Sciences |
| WOS类目 | Agronomy ; Forestry ; Meteorology & Atmospheric Sciences |
| 语种 | 英语 |
| WOS记录号 | WOS:000364730000028 |
| 出版者 | ELSEVIER SCIENCE BV |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2557205 |
| 专题 | 寒区旱区环境与工程研究所 |
| 通讯作者 | Zhou, Jian |
| 作者单位 | 1.Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou 730000, Peoples R China 2.Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Gansu, Peoples R China 3.ETH, Inst Environm Engn, CH-8093 Zurich, Switzerland 4.Hydrosolutions, CH-8006 Zurich, Switzerland |
| 推荐引用方式 GB/T 7714 | Li, Yan,Zhou, Jian,Wang, Haijing,et al. Integrating soil moisture retrieved from L-band microwave radiation into an energy balance model to improve evapotranspiration estimation on the irrigated oases of arid regions in northwest China[J]. AGRICULTURAL AND FOREST METEOROLOGY,2015,214:306-318. |
| APA | Li, Yan.,Zhou, Jian.,Wang, Haijing.,Li, Dazhi.,Jin, Rui.,...&Zhou, Qingguo.(2015).Integrating soil moisture retrieved from L-band microwave radiation into an energy balance model to improve evapotranspiration estimation on the irrigated oases of arid regions in northwest China.AGRICULTURAL AND FOREST METEOROLOGY,214,306-318. |
| MLA | Li, Yan,et al."Integrating soil moisture retrieved from L-band microwave radiation into an energy balance model to improve evapotranspiration estimation on the irrigated oases of arid regions in northwest China".AGRICULTURAL AND FOREST METEOROLOGY 214(2015):306-318. |
入库方式： iSwitch采集
来源：寒区旱区环境与工程研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。