研究目的
To explore the feasibility of non-noon spectral measurements in improving LCC estimation at the early stages of crop growth by alleviating the effect of soil background.
研究成果
Non-noon spectral measurements can alleviate the effect of soil background and improve the estimation accuracy of LCC in wheat canopies, as demonstrated by both experimental and modeled datasets.
研究不足
The study is limited to early stages of crop growth and specific conditions of wheat canopies. The applicability of non-noon spectral measurements to other crops or growth stages was not explored.
1:Experimental Design and Method Selection:
The study proposed collecting spectral measurements at non-noon hours to evaluate their performance in estimating LCC, using both experimental data and a radiative transfer model.
2:Sample Selection and Data Sources:
A field experiment was conducted with 36 plots representing variation in wheat variety, planting density, and nitrogen fertilization rate. Spectral measurements were taken at tillering and jointing stages at two periods: 11:00-13:00 and 14:00-16:00 Beijing Time.
3:List of Experimental Equipment and Materials:
ASD FieldSpec Pro spectrometer for reflectance spectra measurements, Dualex 4 Scientific chlorophyll meter for LCC measurements, and white papers to evaluate the sensitivity of canopy spectra to soil background.
4:Experimental Procedures and Operational Workflow:
Spectral measurements were conducted above the canopy, and LCC was derived from chlorophyll meter readings. The 4SAIL-RowCrop model simulated reflectance spectra for varying conditions.
5:Data Analysis Methods:
The red-edge chlorophyll index (CIred edge) was calculated and its relationship with LCC was analyzed to evaluate estimation accuracy.
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