Reflectance features of water stressed Larix gmelinii needles |
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Authors: | Lei Wang You-qing Luo Hua-guo Huang Juan Shi Kari Keliövaara Wen-xia Teng Guo-xin Qi |
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Institution: | (1) Key Laboratory for Silviculture and Conservation of Ministry of Education, Beijing Forestry University, Beijing, 100083, P. R. China;(2) Department of Applied Biology, University of Helsinki, Helsinki, FIN-00014, Finland;(3) The Station of Control and Quarantine of Forest Pest, the Great Xing’an Mountains, Inner Mongolia, Yakeshi, 022150, P. R. China;(4) Forest Diseases and Insect Pests Control and Quarantine Station in Aershan, Inner Mongolia, Aershan, 137801, P. R. China |
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Abstract: | In recent years, Xing’an larch (Larix gmelinii) has been seriously infected by pests and drought. In order to improve the accuracy of monitoring the damage to larch by
remote sensing (RS) and to predict the health of the larch, we studied the reflectance features of larch needles under different
water conditions at the needle level by using the LIBERTY (Leaf Incorporating Biochemistry Exhibiting Reflectance and Transmittance
Yields) model. Before applying the LIBERTY model, we recalibrated it for the needles of L. gmelinii based on ten field-measured spectral curves. After recalibration, LIBERTY can accurately model the needle reflectance spectra
of L. gmelinii. Based on the recalibrated LIBERTY model, we extracted and analyzed the sensitive bands to needle water content by simulating
the needle reflectance spectra under different drought conditions. Then, we established mathematical equations between the
spectral indices (MSI, NDWI, and GVMI) and needle water content. Results show that the variations of larch needle water content
can significantly change the needle spectra at the near-infrared and short-wave infrared bands. The higher the water content
is, the higher the absorption peak is. We believe that our study will provide the theoretical basis and an optional method
to investigate the forest water stress using multi-spectral or hyper-spectral remote sensing data. |
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Keywords: | Larix gmelinii reflectance water content LIBERTY model needles |
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