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Articles

Assessment of the relationship between thermal-infrared-based temperature−vegetation dryness index and microwave satellite-derived soil moisture

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Pages 627-636 | Received 25 Mar 2014, Accepted 18 Jul 2014, Published online: 13 Aug 2014

References

  • Anderson, M. C., J. M. Norman, J. R. Mecikalski, J. A. Otkin, and W. P. Kustas. 2007. “A Climatological Study of Evapotranspiration and Moisture Stress across the Continental United States Based on Thermal Remote Sensing: 1. Model Formulation.” Journal of Geophysical Research 112: D10117. doi:10.1029/2006JD007506.
  • Basara, J. B., and K. C. Crawford. 2002. “Linear Relationships between Root-Zone Soil Moisture and Atmospheric Processes in the Planetary Boundary Layer.” Journal of Geophysical Research 107: D15. doi:10.1029/2001JD000633.
  • Boken, V. K. 2005. “Agricultural Drought and Its Monitoring and Prediction: Some Concepts.” In Monitoring and Predicting Agricultural Drought: A Global study, edited by V. K. Boken, A. P. Cracknell, and R. L. Heathcote. New York: Oxford University Press.
  • Carlson, T., R. Gillies, and E. Perry. 1994. “A Method to Make Use of Thermal Infrared Temperature and NDVI Measurements to Infer Surface Soil Water Content and Fractional Vegetation Cover.” Remote Sensing Reviews 9: 161–173. doi:10.1080/02757259409532220.
  • Eltahir, E. A. 1998. “A Soil Moisture–Rainfall Feedback Mechanism: 1. Theory and Observations.” Water Resources Research 34: 765–776. doi:10.1029/97WR03499.
  • Entekhabi, D., E. Njoku, P. O’Neill, K. Kellogg, W. Crow, W. Edelstein, J. Entin, S. Goodman, T. Jackson, J. Johnson, J. Kimball, J. Piepmeier, R. Koster, N. Martin, K. McDonald, M. Moghaddam, S. Moran, R. Reichle, J. Shi, M. Spencer, S. Thurman, L. Tsang, and J. van Zyl. 2010. “The Soil Moisture Active Passive (SMAP) Mission.” Proceedings of the IEEE 98: 704–716. doi:10.1109/JPROC.2010.2043918.
  • Farrar, T. J., S. E. Nicholson, and A. R. Lare. 1994. “The Influence of Soil Type on the Relationships between NDVI, Rainfall, and Soil Moisture in Semiarid Botswana. II. NDVI Response to Soil Moisture.” Remote Sensing of Environment 50: 121–133. doi:10.1016/0034-4257(94)90039-6.
  • Foody, G. M. 2003. “Geographical Weighting as a Further Refinement to Regression Modelling: An Example Focused on the NDVI-Rainfall Relationship.” Remote Sensing of Environment 88: 283–293. doi:10.1016/j.rse.2003.08.004.
  • Goetz, S. J. 1997. “Multi-Sensor Analysis of NDVI, Surface Temperature and Biophysical Variables at a Mixed Grassland Site.” International Journal of Remote Sensing 18: 71–94. doi:10.1080/014311697219286.
  • Goward, S. N., and A. S. Hope. 1989. “Evapotranspiration from Combined Reflected Solar and Emitted Terrestrial Radiation: Preliminary FIFE Results from AVHRR Data.” Advances in Space Research 9: 239–249. doi:10.1016/0273-1177(89)90169-5.
  • Grayson, R. B., and A. W. Western. 1998. “Towards Areal Estimation of Soil Water Content from Point Measurements: Time and Space Stability of Mean Response.” Journal of Hydrology 207: 68–82. doi:10.1016/S0022-1694(98)00096-1.
  • Hain, C. R., W. T. Crow, J. R. Mecikalski, M. C. Anderson, and T. Holmes. 2011. “An Intercomparison of Available Soil Moisture Estimates from Thermal Infrared and Passive Microwave Remote Sensing and Land Surface Modeling.” Journal of Geophysical Research 116: D15107. doi:10.1029/2011JD015633.
  • Hain, C. R., J. R. Mecikalski, and M. C. Anderson. 2009. “Retrieval of an Available Water-Based Soil Moisture Proxy from Thermal Infrared Remote Sensing. Part I: Methodology and Validation.” Journal of Hydrometeorology 10: 665–683. doi:10.1175/2008JHM1024.1.
  • Henderson-Sellers, A. 1996. “Soil Moisture: A Critical Focus for Global Change Studies.” Global and Planetary Change 13: 3–9. doi:10.1016/0921-8181(95)00034-8.
  • Herrmann, S. M., A. Anyamba, and C. J. Tucker. 2005. “Recent Trends in Vegetation Dynamics in the African Sahel and Their Relationship to Climate.” Global Environmental Change 15: 394–404. doi:10.1016/j.gloenvcha.2005.08.004.
  • Holzman, M. E., R. Rivas, and M. C. Piccolo. 2014. “Estimating Soil Moisture and the Relationship with Crop Yield Using Surface Temperature and Vegetation Index.” International Journal of Applied Earth Observation and Geoinformation 28: 181–192. doi:10.1016/j.jag.2013.12.006.
  • Koster, R. D., P. A. Dirmeyer, Z. Guo, G. Bonan, E. Chan, P. Cox, C. T. Gordon, S. Kanae, E. Kowalczyk, D. Lawrence, P. Liu, C.-H. Lu, S. Malyshev, B. McAvaney, K. Mitchell, D. Mocko, T. Oki, K. Oleson, A. Pitman, Y. C. Sud, C. M. Taylor, D. Verseghy, R. Vasic, Y. Xue, and T. Yamada. 2004. “Regions of Strong Coupling between Soil Moisture and Precipitation.” Science 305: 1138–1140. doi:10.1126/science.1100217.
  • Liu, Y., W. Ma, H. Yue, and H. Zhao. 2011. “Dynamic Soil Moisture Monitoring in Shendong Mining Area Using Temperature Vegetation Dryness Index.” 2011 International Conference on Remote Sensing, Environment and Transportation Engineering (RSETE), Nanjing, China, June 24–26, 5892–5895. IEEE. ISBN 978-1-4244-9172-8. doi:10.1109/RSETE.2011.5965695.
  • Patel, N. R., R. Anapashsha, S. Kumar, S. K. Saha, and V. K. Dadhwal. 2009. “Assessing Potential of MODIS Derived Temperature/Vegetation Condition Index (TVDI) to Infer Soil Moisture Status.” International Journal of Remote Sensing 30: 23–39. doi:10.1080/01431160802108497.
  • Sandholt, I., K. Rasmussen, and J. Andersen. 2002. “A Simple Interpretation of the Surface Temperature/Vegetation Index Space for Assessment of Surface Moisture Status.” Remote Sensing of Environment 79: 213–224. doi:10.1016/S0034-4257(01)00274-7.
  • Scipal, K., T. Holmes, R. A. M. de Jeu, V. Naeimi, and W. Wagner. 2008. “A Possible Solution for the Problem of Estimating the Error Structure of Global Soil Moisture Data Sets.” Geophysical Research Letters 35: L24403. doi:10.1029/2008GL035599.
  • Singh, R. P., S. R. Oza, K. N. Chaudhari, and V. K. Dadhwal. 2005. “Spatial and Temporal Patterns of Surface Soil Moisture over India Estimated Using Surface Wetness Index from SSM/I Microwave Radiometer.” International Journal of Remote Sensing 26: 1269–1276. doi:10.1080/01431160412331330284.
  • Srivastava, H. S., P. Patel, M. L. Manchanda, and S. Adiga. 2003. “Use of Multi Incidence Angle Radarsat-1 SAR Data to Incorporate the Effect of Surface Roughness in Soil Moisture Estimation.” IEEE Transactions on Geoscience and Remote Sensing 41: 1638–1640. doi:10.1109/TGRS.2003.813356.
  • Stöckli, R., D. M. Lawrence, G.-Y. Niu, K. W. Oleson, P. E. Thornton, Z.-L. Yang, G. B. Bonan, A. S. Denning, and S. W. Running. 2008. “Use of FLUXNET in the Community Land Model development.” Journal of Geophysical Research 113: G01025. doi:10.1029/2007JG000562.
  • Tracol, Y., E. Mougin, P. Hiernaux, and L. Jarlan. 2006. “Testing a Sahelian Grassland Functioning Model against Herbage Mass Measurements.” Ecological Modelling 193: 437–446. doi:10.1016/j.ecolmodel.2005.08.033.
  • Wang, X., H. Xie, H. Guan, and X. Zhou. 2007. “Different Responses of MODIS-Derived NDVI to Root-Zone Soil Moisture in Semi-Arid and Humid Regions.” Journal of Hydrology 340: 12–24. doi:10.1016/j.jhydrol.2007.03.022.
  • Wigneron, J. P., J. C. Calvet, T. Pellarin, A. A. Van De Griend, M. Berger, and P. Ferrazzoli. 2003. “Retrieving Near-Surface Soil Moisture from Microwave Radiometric Observations: Current Status and Future Plans.” Remote Sensing of Environment 85: 489–506. doi:10.1016/S0034-4257(03)00051-8.
  • Yamada, T. J., S. Kanae, T. Oki, and Y. Hirabayashi. 2012. “The Onset of the West African Monsoon Simulated in a High-Resolution Atmospheric General Circulation Model with Reanalyzed Soil Moisture Fields.” Atmospheric Science Letters 13: 103–107. doi:10.1002/asl.367.

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