Using the Landsat 8 data (30 m) and high resolution Geoeye-1 data (2 m), combined with multi scale remote sensing method to estimate evapotranspiration at Hutubi County in Northern Slope of the TianShan Mountains. In some areas such as arable land on Hutubi river basin, arable land on Juntanghu river basin and oasis-desert ecotone, we take Geoeye-1 remote sensing image to compute NDVI and land surface temperature then input them to the SEBS model. The significance of the study is the influence of data fusion on evapotranspiration calculation results with two kinds of sensor data. The results show that adding some parameters which come from Geoeye-1 make the estimated value closer to measured values which come from small lysimeter. The maximum absolute error appears in the bare ground in 28.5%, still below the 54.8% only using Landsat 8 data, indicating that participation of high resolution images helps to improve the efficiency of the model.
Zhang Yuan
,
Zheng Jianghua
,
Liu Zhihui
,
Yao Junqiang
. Evapotranspiration Estimation at Hutubi County in Northern Slope of the TianShan Mountains Using Data Fusion of Geoeye-1 and Landsat 8[J]. Journal of Desert Research, 2016
, 36(2)
: 508
-514
.
DOI: 10.7522/j.issn.1000-694X.2015.00026
[1] 辛晓洲,田国良,柳钦火.地表蒸散定量遥感的研究进展[J].遥感学报,2003,7(3):234-240.
[2] 苏理宏,李小文,黄裕霞.遥感尺度问题研究进展[J].地球科学进展,2001,16(4):544-548.
[3] 栾海军,田庆久,余涛,等.定量遥感升尺度转换研究综述[J].地球科学进展,2013,28(6):657-664.
[4] 刘雅妮,辛晓洲,柳钦火,等.基于多尺度遥感数据估算地表通量的方法及其验证分析[J].地球科学进展,2010,25(11):1261-1272.
[5] 吴炳方,邵建华.遥感估算蒸腾蒸发量的时空尺度推演方法及应用[J].水利学报,2006,37(3):286-292.
[6] 柳树福,熊隽,吴炳方.ETWatch中不同尺度蒸散融合方法[J].遥感学报,2011,15(2):256-269.
[7] 张亚丽,王万同.遥感估算伊洛河流域地表蒸散的空间尺度转换[J].测绘学报,2013,42(6):906-912.
[8] 栾海军,田庆久,顾行发,等.基于分形理论与GEOEYE-1影像的NDVI连续空间尺度转换模型构建及应用[J].红外与毫米波学报,2013,32(6):538-544.
[9] Kustas W P,Norman J M,Anderson M C,et al. Estimating sub-pixel surface temperatures and energy fluxes from the vegetation index-radiometric temperature relationship[J].Remote Sensing of Environment,2003,85(4):429-440.
[10] Anderson M C,Norman J M,Mechikalski J R,et al.A multi-scale remote sensing model for disaggregating regional fluxes to micrometeorological scales[J].Journal of Hydronmeteorology,2004,5(2):343-363.
[11] 辛晓洲,刘雅妮,柳钦火,等.MODIS数据估算区域蒸散量的空间尺度误差纠正[J].遥感学报,2012,16(2):220-231.
[12] 周剑,程国栋,李新,等.应用遥感技术反演流域尺度的蒸散发[J].水利学报,2009,40(6):679-687.
[13] 辛晓洲,柳钦火,唐勇,等.用CBERS-02卫星和MODIS数据联合反演地表蒸散通量[J].中国科学:E辑信息科学,2005,35(增刊1):125-140.
[14] 王万同,王卷乐,杜佳.基于ETM+与MODIS数据融合的伊洛河流域地表蒸散估算[J].地理研究,2013,32(5):817-827.
