Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1109/IGARSS.2016.7729051 |
THE TRIANGULAR METHOD FOR EVAPOTRANSPIRATION ESTIMATION FROM LANDSAT DATA IN ARID AND SEMI-ARID REGIONS | |
Wang Lijuan; Guo Ni; Sha Sha; Hu Die; Wang Wei | |
通讯作者 | Wang Lijuan |
会议名称 | 36th IEEE International Geoscience and Remote Sensing Symposium (IGARSS) |
会议日期 | JUL 10-15, 2016 |
会议地点 | Beijing, PEOPLES R CHINA |
英文摘要 | The commonly applied triangular method was used to estimate regional evapotranspiration(ET). Based on the parameters of land surface, the applicability of NDVI-land surface temperature(NDVI-LST) and NDVI-albedo triangular methods were validated using the landsat7 data and the Heihe Watershed Allied Telemetry Experimental Research(HiWATER) observed data. Considering the affecting of soil moisture and vegetation water content on ET, a modified triangular method was developed using the Perpendicular Drought Index (PDI). Compared the estimated ET to the observed value, the result showed that LSTs retrieved by single channel method were closed to the measured data, and the correlation coefficient(R) was 0.8, the root mean square error (RMSE) was 5.72K and the mean absolute percent error (MAPE) was about 14.48%. The correlation coefficient between the PDI, soil moisture and vegetation water content was 0.77, so the PDI could respond the moisture condition of the surface well and could be used to estimate the ET. The ET estimated by NDVI-LST and NDVI-albedo triangular methods were in good agreement with those measured values and the correlation coefficients were 0.85 and 0.86, respectively. The NDVI and PDI showed a triangle relationship obviously, and the accuracy of estimated ET from NDVIPDI triangular method had improved greatly, the RMSE reduced to 91.72 W.m(-2) and the MAPE was 24.84%. |
英文关键词 | evapotranspiration triangular method HiWATER PDI landsat |
来源出版物 | 2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) |
ISSN | 2153-6996 |
出版年 | 2016 |
页码 | 230-233 |
EISBN | 978-1-5090-3332-4 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | CPCI-S |
WOS记录号 | WOS:000388114600060 |
WOS类目 | Engineering, Electrical & Electronic ; Geosciences, Multidisciplinary ; Remote Sensing |
WOS研究方向 | Engineering ; Geology ; Remote Sensing |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/305191 |
作者单位 | CMA, Inst Arid Meteorol, Key Lab Arid Climat Change & Disaster Reducing, Gansu Key Lab Arid Climat Change & Reducing Disas, Lanzhou 730020, Peoples R China |
推荐引用方式 GB/T 7714 | Wang Lijuan,Guo Ni,Sha Sha,et al. THE TRIANGULAR METHOD FOR EVAPOTRANSPIRATION ESTIMATION FROM LANDSAT DATA IN ARID AND SEMI-ARID REGIONS[C]:IEEE,2016:230-233. |
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