PRELIMINARY ASSESSMENT OF AN INTEGRATED SMOS AND MODIS APPLICATION FOR GLOBAL AGRICULTURAL DROUGHT MONITORING

被引:0
|
作者
Sanchez, N. [1 ]
Gonzalez-Zamora, A. [1 ]
Martinez-Fernandez, J. [1 ]
Piles, M. [2 ]
Pablos, M. [1 ]
Wardlow, Brian [3 ]
Tadesse, Tsegaye [4 ]
Svoboda, Mark [4 ]
机构
[1] Univ Salamanca, Inst Hispano Luso Invest Agr CIALE, Duero 12, Villamayor 37185, Spain
[2] Univ Valencia, IPL, Valencia, Spain
[3] Univ Nebraska Lincoln, CALMIT, Lincoln, England
[4] Univ Nebraska, NDMC, Lincoln, England
关键词
Drought; soil moisture; agro-ecosystems; MODIS; SMOS; land surface temperature; NDVI; RESPONSE INDEX VEGDRI; VEGETATION; IMPACTS; AREAS;
D O I
暂无
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
An application of the Soil Moisture Agricultural Drought Index (SMADI) for global agricultural drought monitoring is presented. The index integrates surface soil moisture from the Soil Moisture and Ocean Salinity (SMOS) mission with the Moderate Resolution Imaging Spectroradiometer (MODIS) land surface temperature (LST) and Normalized Difference Vegetation Index (NDVI) and allows for global drought monitoring at medium spatial scales (0.05). Biweeldy maps of SMADI were obtained from year 2010 to 2015 over all agricultural areas on Earth. The SMADI time-series were compared with state-of-the-art drought indices over the Iberian Peninsula. Results show a good agreement between SMADI and the Crop Moisture Index (CMI) retrieved at five weather stations (with correlation coefficient, R from -0.64 to -0.79) and the Soil Water Deficit Index (SWDI) at the Soil Moisture Measurement Stations Network of the University of Salamanca (REMEDHUS) (R=-0.83). Some preliminary tests were also made over the continental United States using the Vegetation Drought Response Index (VegDRI), with very encouraging results regarding the spatial occurrence of droughts during summer seasons. Additionally, SMADI allowed to identify distinctive patterns of regional drought over the Indian Peninsula in spring of 2012. Overall results support the use of SMADI for monitoring agricultural drought events world-wide.
引用
收藏
页码:2000 / 2003
页数:4
相关论文
共 50 条
  • [1] A COMBINED APPROACH WITH SMOS AND MODIS TO MONITOR AGRICULTURAL DROUGHT
    Sanchez, N.
    Martinez-Fernandez, J.
    Gonzalez-Zamora, A.
    [J]. XXIII ISPRS CONGRESS, COMMISSION VIII, 2016, 41 (B8): : 393 - 398
  • [2] Integrated remote sensing approach to global agricultural drought monitoring
    Sanchez, Nilda
    Gonzalez-Zamora, Angel
    Martinez-Fernandez, Jose
    Piles, Maria
    Pablos, Miriam
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2018, 259 : 141 - 153
  • [3] Agricultural Drought Monitoring by MODIS Potential Evapotranspiration Remote Sensing Data Application
    Szewczak, Kamil
    Los, Helena
    Pudelko, Rafal
    Doroszewski, Andrzej
    Gluba, Lukasz
    Lukowski, Mateusz
    Rafalska-Przysucha, Anna
    Slominski, Jan
    Usowicz, Boguslaw
    [J]. REMOTE SENSING, 2020, 12 (20) : 1 - 18
  • [4] FEASIBILITY OF THE SMOS SOIL MOISTURE FOR AGRICULTURAL DROUGHT MONITORING: ASSESSMENT WITH THE SOIL WATER DEFICIT INDEX
    Martinez-Fernandez, J.
    Sanchez, N.
    Gonzalez-Zamora, A.
    Gumuzzio-Such, A.
    Herrero-Jimenez, C. M.
    [J]. 2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 976 - 979
  • [5] Development of an integrated weighted drought index and its application for agricultural drought monitoring
    Niaz M.A.
    Faiz M.A.
    Yongxia W.
    [J]. Arabian Journal of Geosciences, 2021, 14 (6)
  • [6] Evaluating the Operational Application of SMAP for Global Agricultural Drought Monitoring
    Mladenova, Iliana E.
    Bolten, John D.
    Crow, Wade T.
    Sazib, Nazmus
    Cosh, Michael H.
    Tucker, Compton J.
    Reynolds, Curt
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (09) : 3387 - 3397
  • [7] Agricultural drought : Assessment & monitoring
    Sai, M. V. R. Sesha
    Murthy, C. S.
    Chandrasekar, K.
    Jeyaseelan, A. T.
    Diwakar, P. G.
    Dadhwal, V. K.
    [J]. MAUSAM, 2016, 67 (01): : 131 - 142
  • [8] Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index
    Martinez-Fernandez, J.
    Gonzalez-Zamora, A.
    Sanchez, N.
    Gumuzzio, A.
    Herrero-Jimenez, C. M.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2016, 177 : 277 - 286
  • [9] Agricultural Drought Monitoring in Dongting Lake Basin by MODIS Data
    Yang Bo
    Ma Su
    Li Jing
    Liao Yufang
    Zhou Bin
    Kuenzer, Claudia
    [J]. 2012 FIRST INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS), 2012, : 54 - 60
  • [10] Evaluating the Utility of MODIS Vegetation Index for Monitoring Agricultural Drought
    Li Hua-peng
    Zhang Shu-qing
    Gao Zi-qiang
    Sun Yan
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (03) : 756 - 761