研究目的
Understanding how backscatter over agricultural canopies changes in response to diurnal differences in vegetation water content (VWC) due to water stress.
研究成果
The study demonstrates that radar backscatter is sensitive to diurnal variations in vegetation water content (VWC) during water stress, with significant implications for soil moisture and vegetation monitoring applications. The findings suggest that accounting for diurnal VWC dynamics could improve the accuracy of radar-based monitoring systems.
研究不足
The study focuses on maize canopies under specific conditions of water stress, and the findings may not be directly applicable to other types of vegetation or different environmental conditions.
1:Experimental Design and Method Selection
A standard water-cloud model and a two-layer water-cloud model for maize were used to simulate the influence of the observed variations in bulk/leaf/stalk VWC and soil moisture on the various contributions to total backscatter at a range of frequencies, polarizations, and incidence angles.
2:Sample Selection and Data Sources
Measurements were made as part of the Eleventh Microwave Water and Energy Balance Experiment (MicroWEX-11) from April 25 to December 9, 2012. Sweet corn (Zea mays L., 78-day growing period) was planted on a site of 183 m × 183 m, with 89% by volume fine sand, 1-m row spacing, and plant density of 5 plants/m.
3:List of Experimental Equipment and Materials
Campbell Scientific CS616 time-domain water content reflectometers, UMS T4/e pressure transducer tensiometers.
4:Experimental Procedures and Operational Workflow
VWC was measured at 6 A.M. and 6 P.M. in 19 days, from September 24 to October 19, 2012. Concurrently, two maize plants were cut, weighed with leaves and stalks separated, dried in a 70 °C oven for 48 and 120 h, respectively, and weighed again.
5:Data Analysis Methods
A water-cloud model was used to estimate radar backscatter, which assumes that a canopy can be represented by a cloud of randomly distributed water droplets, based on the assumption that the vegetation dielectric constant is dominated by the dielectric constant of water.
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