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2nd week of March

Zhang, Xiaokang, et al. "Acquisitions and applications of forest canopy hyperspectral imageries at hotspot and multiview angle using unmanned aerial vehicle platform." Journal of Applied Remote Sensing 14.2 (2020): 022212.
Remote sensing based on UAV enable to acquire images with higher resolution. It forces to determine the relevant pixels. A vast amount of data may come to noise. On the blurred earth, VIs had ability to explain the world. Every details of the earth getting observed, a few spectral signals lost its power to represent them. On this earth, all the tiny information have to be gathered in remotely sensing.

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1st week of december

Féret, J.B. et al., 2019. Estimating leaf mass per area and equivalent water thickness based on leaf optical properties: Potential and limitations of physical modeling and machine learning. Remote Sensing of Environment, 231. Physical model has more ability to generalize itself then empirical or statistical models. But the calibration and the inversion algorithm can be essential and complicated step.
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4th week of may

Jain, V., Biesinger, M. C., & Linford, M. R. (2018). The Gaussian-Lorentzian Sum, Product, and Convolution (Voigt) functions in the context of peak fitting X-ray photoelectron spectroscopy (XPS) narrow scans.  Applied Surface Science ,  447 , 548-553. Spectral peaks are generally assumed to be Gaussian function. The width of its half maximum defines spectral resolution of the sensor. When interpolating spectral signal, linear one is risky especially near the peak wavelength.
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4th week of october

Dechant, B., et al. (2017). "Estimation of photosynthesis traits from leaf reflectance spectra: Correlation to nitrogen content as the dominant mechanism." Remote Sensing of Environment 196: 279-292. Photosynthetic traits has its mechanism by leaf internal components. Comparing the spectroscopic absorption of causing components and their traits, they can be detected and correlation. In the case of Vcmax, N dominantly controls it.
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