title: [Response characteristics of the field-measured spectrum for the four general types of halophyte and species recognition in the northern slope area of Tianshan Mountain in Xinjiang].
abstract: Based on the field-measured Vis-NIR reflectance of four common types of halophyte (Achnatherum splendens(Trin.) Nevski, Sophora alopecuroides L., Camphorosma monspeliaca L. subsp. lessingii(L.)Aellen, Alhagi sparsifolia shap) within given spots in the Northern Slope Area of Tianshan Mountain in Xinjiang, the spectral response characteristics and species recognition of these types of halophyte were analyzed. The results showed that (Alhagi sparsifolia shap) had higher chlorophyll and carotenoid by CARI and SIPI index. (Sophora alopecuroides L. was at a vigorously growing state and had a higher NDVI compared with the other three types of halophyte because of its greater canopy density. But its CARI and SIPI values were lower due to the influence of its flowers. (Sophora alopecuroides L.) and (Camphorosma monspeliaca L. subsp. lessingii(L.)) had stable REPs and BEPs, but REPs and BEPs of (Achnatherum splendens(Trin.)Nevski, Aellen, Alhagi sparsifolia shap) whose spectra red shift and spectra blue shift occurred concurrently obviously changed. There was little difference in spectral curves among the four types of halophyte, so the spectrum mixing phenomenon was severe. (Camphorosma monspeliaca L. subsp. lessingii (L.)Aellen) and (Alhagi sparsifolia shap) could not be separated exactly in a usual R/NIR feature space in remote sensing. Using the stepwise discriminant analysis, five indices were selected to establish the discriminant model, and the model accuracy was discussed using the validated sample group. The total accuracy of the discriminant model was above 92% and (Achnatherum splendens(Trin.)Nevski) and (Camphorosma monspeliaca L. subsp. lessingii(L.)Aellen) could be respectively recognized 100% correctly.
authors.affiliation: College of Resources & Environment Science, Xinjiang University, Urumqi 830046, China. zhangf602@sohu.com
authors.forename: Fang
authors.initials: F
authors.lastname: Zhang
authors.forename: Hei-gang
authors.initials: HG
authors.lastname: Xiong
authors.forename: Abdusalih
authors.initials: A
authors.lastname: Nurbay
authors.forename: Fu-ming
authors.initials: FM
authors.lastname: Luan
mesh_terms: D002681:China; D002734:Chlorophyll / Q000032:analysis; D004784:Environmental Monitoring; D007887:Fabaceae / Q000145:classification; D006109:Poaceae / Q000145:classification; D055051:Salt-Tolerant Plants / Q000145:classification*; D013057:Spectrum Analysis
chemical_list: D002734:Chlorophyll