title: [Effect of Foliar Dustfall Content (FDC) on High Spectral Characteristics of Pear Leaves and Remote Sensing Quantitative Inversion of FDC].
abstract: The precipitation of floating and sinking dust on leaves of plants is called as foliar dustfall. To monitor foliar dustfall, it will provide fundamental basis for environmental assessment and agricultural disaster evaluation of dust area. Therefore, the aim of this work to (1) study the effect of foliar dustfall content (FDC) on high spectral characteristics of pear leaves, (2) analyze the relationship between reflectances and FDC, and (3) establish high spectral remote sensing quantitative inversion model of FDC. The results showed that FDC increased reflectances of visible band (400~700 nrn) with maximum band of 666 nm. Absolute and relative rates of change were -10. 50% and -62. 89%, respectively. The FDC decreased reflectances of near infrared band (701 ~ 1 050 nm) with maximum band of 758 nm. Absolute and relative rates of change were 12. 04% and 41. 75%, respectively. After dustfall was removed, reflection peak of green light and absorption valley of red and blue light became prominent, and slope of 500~750 nm wake band increased when FDC was more than 20 g . m-2. While FDC just slightly affected shape and area of reflection peak of green light when FDC was less than 20 g . m-2. FDC were positive and negative correlated with reflectances of visible band and near infrared band, respectively. Maximum correlation coefficient (0. 61) showed at 663 nm. All of 7 inversion models, the model based on the first-order differential of logarithm of the reciprocal had better stability and predictive ability. The coefficient of determination(R2), root mean square error (RMSE) and relative percent deviation (RPD) of this model were 0. 78, 3. 37 and 2. 09, respectively. The results of this study can provide a certain reference basis for hyperspectral remote sensing of FDC.
authors.forename: Jie
authors.initials: J
authors.lastname: Peng
authors.forename: Jia-qiang
authors.initials: JQ
authors.lastname: Wang
authors.forename: Hong-ying
authors.initials: HY
authors.lastname: Xiang
authors.forename: Jian-long
authors.initials: JL
authors.lastname: Niu
authors.forename: Chun-ming
authors.initials: CM
authors.lastname: Chi
authors.forename: Wei-yang
authors.initials: WY
authors.lastname: Liu
mesh_terms: D000383:Agriculture; D004391:Dust; D008027:Light; D008962:Models, Theoretical; D018515:Plant Leaves; D031989:Pyrus; D058998:Remote Sensing Technology; D013057:Spectrum Analysis
chemical_list: D004391:Dust