Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3390/rs9111168 |
Temporal and Spatial Comparison of Agricultural Drought Indices from Moderate Resolution Satellite Soil Moisture Data over Northwest Spain | |
Pablos, Miriam; Martinez-Fernandez, Jose; Sanchez, Nilda; Gonzalez-Zamora, Angel | |
通讯作者 | Pablos, Miriam |
来源期刊 | REMOTE SENSING
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ISSN | 2072-4292 |
出版年 | 2017 |
卷号 | 9期号:11 |
英文摘要 | During the last decade, a variety of agricultural drought indices have been developed using soil moisture (SM), or any of its surrogates, as the primary drought indicator. In this study, a comprehensive study of four innovative SM-based indices, the Soil Water Deficit Index (SWDI), the Soil Moisture Agricultural Drought Index (SMADI), the Soil Moisture Deficit Index (SMDI) and the Soil Wetness Deficit Index (SWetDI), is conducted over a large semi-arid crop region in northwest Spain. The indices were computed on a weekly basis from June 2010 to December 2016 using 1-km satellite SM estimations from Soil Moisture and Ocean Salinity (SMOS) and/or Moderate Resolution Imaging Spectroradiometer (MODIS) data. The temporal dynamics of the indices were compared to two well-known agricultural drought indices, the atmospheric water deficit (AWD) and the crop moisture index (CMI), to analyze the levels of similarity, correlation, seasonality and number of weeks with drought. In addition, the spatial distribution and intensities of the indices were assessed under dry and wet SM conditions at the beginning of the growing season. The results showed that the SWDI and SMADI were the appropriate indices for developing an efficient drought monitoring system, with higher significant correlation coefficients (R approximate to 0.5-0.8) when comparing with the AWD and CMI, whereas lower values (R 0.3) were obtained for the SMDI and SWetDI. |
英文关键词 | soil moisture drought agriculture SMOS MODIS remote sensing |
类型 | Article |
语种 | 英语 |
国家 | Spain |
收录类别 | SCI-E |
WOS记录号 | WOS:000416554100083 |
WOS关键词 | TRIANGLE METHOD ; SEVERITY INDEX ; SMOS ; SMAP ; EVAPOTRANSPIRATION ; PRECIPITATION ; PERFORMANCE ; PRODUCTS ; DEFICIT ; MODIS |
WOS类目 | Remote Sensing |
WOS研究方向 | Remote Sensing |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/201974 |
作者单位 | Univ Salamanca USAL, Inst Hispanoluso Invest Agr CIALE, Duero 12, Villamayor 37185, Spain |
推荐引用方式 GB/T 7714 | Pablos, Miriam,Martinez-Fernandez, Jose,Sanchez, Nilda,et al. Temporal and Spatial Comparison of Agricultural Drought Indices from Moderate Resolution Satellite Soil Moisture Data over Northwest Spain[J],2017,9(11). |
APA | Pablos, Miriam,Martinez-Fernandez, Jose,Sanchez, Nilda,&Gonzalez-Zamora, Angel.(2017).Temporal and Spatial Comparison of Agricultural Drought Indices from Moderate Resolution Satellite Soil Moisture Data over Northwest Spain.REMOTE SENSING,9(11). |
MLA | Pablos, Miriam,et al."Temporal and Spatial Comparison of Agricultural Drought Indices from Moderate Resolution Satellite Soil Moisture Data over Northwest Spain".REMOTE SENSING 9.11(2017). |
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