Mr. Muhammad Arshad Profile

Muhammad Arshad

at Institute of Space Technology

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Publications (2)

SPIE Journal Paper | 16 January 2018

Estimation of leaf water content from mid- and thermal-infrared spectra by coupling genetic algorithm and partial least squares regression

Muhammad Arshad, Saleem Ullah, Khurram Khurshid, Asad Ali

JARS, Vol. 12, Issue 02, 022203, (January 2018) https://doi.org/10.1117/12.10.1117/1.JRS.12.022203

KEYWORDS: Vegetation, Genetic algorithms, Reflectivity, Data modeling, Performance modeling, Short wave infrared radiation, Remote sensing, FT-IR spectroscopy, Visible radiation, Electromagnetism

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Proceedings Article | 2 November 2017 Presentation + Paper

Estimation of leaf water contents from mid- and thermal infrared spectra by coupling genetic algorithm and partial least squares regression

Muhammad Arshad, Saleem Ullah, Khurram Khurshid, Asad Ali

Proceedings Volume 10421, 104211E (2017) https://doi.org/10.1117/12.2277822

KEYWORDS: Thermography, Infrared radiation, Genetic algorithms, Mid-IR, Vegetation, Ecosystems, Short wave infrared radiation

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