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United States Department of Agriculture

Agricultural Research Service

Research Project: Passive/active Data Fusion for Smap Enabled Applications

Location: Southwest Watershed Research

2013 Annual Report


1a.Objectives (from AD-416):
Science direction for SMAP mission. Specifically the investigation of applicability of the SMAP mission to watershed and ecosysytem management decisions in the southwest.


1b.Approach (from AD-416):
Using existing and developing data assimilation and data fusion techniques to combine SMAP provided data and products with existing knowledge of the watershed environment in a modeling framework to produce information and tools which will be of value to researchers and policymakers.


3.Progress Report:

New satellite sensors are planned to measure plant fluorescence (F) to monitor plant health on a regular basis over large agricultural regions. We conducted a study to determine the relationship between photosynthesis (P) and F with changes in light intensity, and to define the optimum photosynthetic active radiation (PAR) range for assessing physiological plant status with F. This project contributes to objective 1 of the in-house parent project, "Improve watershed management by developing the capacity to more accurately predict soil and plant water dynamics utilizing a combination of remote sensing, modeling and in-situ measurements". A new analytical model was derived to explain the change in F due to varying light intensity. It was demonstrated that for PAR levels close to those used for plant growth, F was directly correlated with P, and differed significantly between the well-watered and water-deficit treatments. This new information provides a promising starting point for interpretation of seasonal changes in F using satellite-based sensors.


Last Modified: 10/30/2014
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