Application of Remotely Sensed NDVI and Soil Moisture to Monitor Long Term Agricultural Drought

被引:0
|
作者
Pathak, Abhishek A. [1 ]
Dodamani, B. M. [1 ]
机构
[1] Natl Inst Technol Karnataka, Surathkal, India
关键词
Agricultural drought; NDVI; Soil moisture; VCI; SSI;
D O I
10.1117/12.2532852
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The present study aims to assess agricultural drought using remote sensing based NDVI and soil moisture products in a drought prone river basin of India. The study is conducted in the Ghataprabha river basin which is a sub basin of river Krishna, in India and is agriculturally dominated. Major portion of the basin is semiarid and rainfall is the major sources of water for agriculture. Gridded soil moisture data from Modern-Era Retrospective analysis for Research and Applications (MERRA) from 1980 to 2015 is considered to derive Standardized Soil moisture Index (SSI) at different time scales. The Vegetation Condition Index (VCI) was calculated from MODIS NDVI products from 2000-2013. The results of VCI and SSI indicated significant number of drought episodes during the study period while severe agricultural drought was observed during 2001-2003. A Good agreement between SSI and VCI was observed during drought year.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Remotely sensed soil moisture to estimate savannah NDVI
    Boke-Olen, Niklas
    Ardo, Jonas
    Eklundh, Lars
    Holst, Thomas
    Lehsten, Veiko
    PLOS ONE, 2018, 13 (07):
  • [2] Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring
    Bolten, John D.
    Crow, Wade T.
    Zhan, Xiwu
    Jackson, Thomas J.
    Reynolds, Curt A.
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2010, 3 (01) : 57 - 66
  • [3] An empirical standardized soil moisture index for agricultural drought assessment from remotely sensed data
    Carrao, Hugo
    Russo, Simone
    Sepulcre-Canto, Guadalupe
    Barbosa, Paulo
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2016, 48 : 74 - 84
  • [4] Assessment of SMADI and SWDI agricultural drought indices using remotely sensed root zone soil moisture
    Pablos, Miriam
    Gonzalez-Zamora, Angel
    Sanchez, Nilda
    Martinez-Fernandez, Jose
    EARTH OBSERVATION FOR INTEGRATED WATER AND BASIN MANAGEMENT: NEW POSSIBILITIES AND CHALLENGES FOR ADAPTATION TO A CHANGING ENVIRONMENT, VOL 380, 2018, 380 : 55 - 66
  • [5] The Added-Value of Remotely-Sensed Soil Moisture Data for Agricultural Drought Detection in Argentina
    Salvia, Mercedes M.
    Sanchez, Nilda
    Piles, Maria
    Ruscica, Romina
    Gonzalez-Zamora, Angel
    Roitberg, Esteban
    Martinez-Fernandez, Jose
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 6487 - 6500
  • [6] Multivariate Assimilation of Remotely Sensed Soil Moisture and Evapotranspiration for Drought Monitoring
    Gavahi, Keyhan
    Abbaszadeh, Peyman
    Moradkhani, Hamid
    Zhan, Xiwu
    Hain, Christopher
    JOURNAL OF HYDROMETEOROLOGY, 2020, 21 (10) : 2293 - 2308
  • [7] Agricultural drought dynamics in China during 1982-2020: a depiction with satellite remotely sensed soil moisture
    Sun, Hao
    Xu, Qian
    Wang, Yunjia
    Zhao, Zhiyu
    Zhang, Xiaohan
    Liu, Hao
    Gao, Jinhua
    GISCIENCE & REMOTE SENSING, 2023, 60 (01)
  • [8] IMPROVING SOIL MOISTURE ESTIMATION BY ASSIMILATING REMOTELY SENSED DATA INTO CROP GROWTH MODEL FOR AGRICULTURAL DROUGHT MONITORING
    Zhou, Hongkui
    Wu, Jianjun
    Li, Xiaohan
    Geng, Guangpo
    Liu, Leizhen
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 4229 - 4232
  • [9] Application of Improved Remotely Sensed Drought Severity Index Based on Soil Moisture Product in Inner Mongolia
    Wang, Lusha
    Kotani, Ayumi
    Tanaka, Takafumi
    Ohta, Takeshi
    SOLA, 2020, 16 : 259 - 264
  • [10] Assimilation of Remotely Sensed Soil Moisture and Snow Depth Retrievals for Drought Estimation
    Kumar, Sujay V.
    Peters-Lidard, Christa D.
    Mocko, David
    Reichle, Rolf
    Liu, Yuqiong
    Arsenault, Kristi R.
    Xia, Youlong
    Ek, Michael
    Riggs, George
    Livneh, Ben
    Cosh, Michael
    JOURNAL OF HYDROMETEOROLOGY, 2014, 15 (06) : 2446 - 2469