globalchange  > 气候变化事实与影响
CSCD记录号: CSCD:6148803
论文题名:
MODIS蒸散模型在攀西烟区的适用性验证
其他题名: Validation of applicability of MODIS evapotranspiration simulation model to Panxi tobacco planting area
作者: 徐同庆1; 徐宜民1; 王程栋1; 周立新2; 王松峰1; 王树声1; 陶健1
刊名: 中国烟草学报
ISSN: 1004-5708
出版年: 2017
卷: 23, 期:6, 页码:482-494
语种: 中文
中文关键词: MODIS-ET模型 ; 蒸散 ; 通量观测 ; 攀西烟区
英文关键词: MODIS-ET model ; evapotranspiration ; flux observation ; Pan-xi tobacco planting area
WOS学科分类: AGRONOMY
WOS研究方向: Agriculture
中文摘要: 准确估算区域生态系统蒸散量(ET),对研究区域水资源利用时空变化特征、评估气候变化的影响具有重要意义。基于2016年1~10月MODIS遥感数据,利用MODIS蒸散量估算模型,结合气象数据对攀西烟区典型烟田生态系统ET进行模拟,并根据田间通量观测数据对模型模拟结果进行精度检验和参数化调整,以验证和提高MODIS蒸散量模型在攀西烟区的适用性。结果表明:采用默认参数的MODIS蒸散量模型模拟值比实测值偏小12.8%,效率系数为0.767,且在烤烟生育期前期(DOY 105~161)平均相对误差较大。依据田间通量观测数据,对模型中叶片边界层阻抗和叶面积指数(LAI)进行参数化后,ET模拟值与实测值动态曲线非常一致,一元线性回归斜率为0.997,决定系数R2为0.835,效率系数为0.808。经独立性验证,参数校正后的MODIS蒸散量模型在研究区具有较好的适用性,为进一步利用该模型对攀西及西南烟区烟田水热收支平衡研究提供理论依据与数据支持。
英文摘要: Estimating ecosystem evapotranspiration (ET) using model simulation is of great significance to study regionally spatiotemporal variation of water resources and to evaluate effects of climate change on water management. Based on MODIS-ET model, ecosystem ET in Panzhihua-Xichang (Pan-xi) tobacco planting area was simulated by using remote sensing data and meteorological data from January to October in 2016. The model was parameterized and validated by field flux observation data. Results showed that the ET values calculated by MODIS-ET model with defaulted parameters were about 12.8% lower than observation values. The efficiency coefficient was 0.767, and the average error in early growth period (DOY 105 ~ 161) was the highest. After parameterization on the basis of field observation data, the dynamic curve of ET was consistent with measured dynamic curve. The slope of linear regression was 0.997, and the efficiency coefficient was 0.808. These results proved that MODIS-ET model has efficient applicability after parameterization in the study area. The study could provide an applicable ET dataset to support study on water and heat balance in Pan-xi tobacco planting area.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/153611
Appears in Collections:气候变化事实与影响

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作者单位: 1.中国农业科学院烟草研究所, 青岛, 山东 266101, 中国
2.湖南中烟工业有限责任公司, 长沙, 湖南 410014, 中国

Recommended Citation:
徐同庆,徐宜民,王程栋,等. MODIS蒸散模型在攀西烟区的适用性验证[J]. 中国烟草学报,2017-01-01,23(6):482-494
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