光谱学与光谱分析 |
|
|
|
|
|
Using Hyperspectral Indices to Measure the Effect of Mine Dust on the Growth of Three Typical Desert Plants |
ZHANG Peng-fei1,2, GULI·Jiapaer1, YIN Jun-qi3, BAO An-ming1*, YAO Feng1, LIU Jin-ping1,2 |
1. State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China 2. University of Chinese Academy of Sciences,Beijing 100039,China 3. Xinjiang Academy of Environmental Protection Science,Urumqi 830011,China |
|
|
Abstract To examine the influence of coal dust from mining on vegetative growth, three typical plants from near an open-pit coalmine in an arid region were selected, and their spectral signals were determined. The present study was conducted near the Wucaiwan open-pit coalmine in the East Junggar Basin in Xinjiang. We extracted nineteen vegetation indices and examined their correlation with the dust flux. The objective was to determine which parameters that quantify vegetation damage could provide a basis for environmental monitoring in arid regions. The results indicate that when coal dust damages vegetation, both chlorophyll and moisture are reduced, and the amount of carotenoids increases with increasing coal dust. The pigment-specific normalized difference (PSNDb), structure-insensitive pigment index (SIPI) and plant water index (PWI) were the most sensitive indices, and sacsaoul was most sensitive to coal-dust pollution.
|
Received: 2013-04-16
Accepted: 2013-07-25
|
|
Corresponding Authors:
BAO An-ming
E-mail: baoam@ms.xjb.ac.cn
|
|
[1] ZHAO Jian-min,CHEN Hai-bin,LI Jing-xia. Journal of Northwest Forestry University,2003,(1): 29. [2] LIU Zhi-bin. Opencast Mining Technology,2003,(3): 1. [3] BAI Zhong-ke. Acta Ecologica Sinica,1999,(6): 870. [4] LIU Hai-yu,FENG Jie. Shandong Environment,1998,(3): 12. [5] LIU Guan-ning. Silicon Valley,2011,(4): 165. [6] XUE Zong-cai,GAO Hui-yuan,PENG Tao. Plant Physiology Journal,2011,(4): 313. [7] GULI·Jiapaer,CHEN Xi,ZHAO Jin. Scientia Sinica Terrae,2006: 77. [8] HIANG. Northeast Normal University,2011. [9] LI Zhang-cheng,ZHOU Qing-bo,Lü Xin. Acta Agronomica Sinica,2008,(5): 831. [10] WANG Wei,WANG Wen-jie,LI Jun-sheng. Research of Environmental Sciences,2010,(12): 1447. [11] LIU Shao-jun,ZHANG Shao-jun,HE Zheng-wei. Guangdong Agricultural Sciences,2010,(10): 191. [12] LIU Yu-fan,CHEN Xue,LI Gui-cai. Acta Ecologica Sinica,2011,(2): 547. [13] LI Xiu-fen,ZHAO Da-jun,ZHANG Jin-xi. Heilongjiang Meteorology,2001,(2): 20. [14] ZHOU Ji-bing,ZHANG Dong-liang. Xinjiang Geology,2010,28(3). [15] ZHOU Li,LIU Li. Tianjin Agricultural Sciences,2011,(5): 5. |
[1] |
LIANG Ye-heng1, DENG Ru-ru1, 2*, LIANG Yu-jie1, LIU Yong-ming3, WU Yi4, YUAN Yu-heng5, AI Xian-jun6. Spectral Characteristics of Sediment Reflectance Under the Background of Heavy Metal Polluted Water and Analysis of Its Contribution to
Water-Leaving Reflectance[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 111-117. |
[2] |
LI Hu1, ZHONG Yun1, 2, FENG Ya-ting1, LIN Zhen1, ZHU Shi-jiang1, 2*. Multi-Vegetation Index Soil Moisture Inversion Model Based on UAV
Remote Sensing[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 207-214. |
[3] |
LIANG Shou-zhen1, SUI Xue-yan1, WANG Meng1, WANG Fei1, HAN Dong-rui1, WANG Guo-liang1, LI Hong-zhong2, MA Wan-dong3. The Influence of Anthocyanin on Plant Optical Properties and Remote Sensing Estimation at the Scale of Leaf[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 275-282. |
[4] |
MA Yuan, LI Ri-hao, ZHANG Wei-feng*. Research on the Training Samples Selection for Spectral Reflectance
Reconstruction Based on Improved Weighted Euclidean Distance[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(12): 3924-3929. |
[5] |
LI Si-yuan, JIAO Jian-nan, WANG Chi*. Specular Reflection Removal Method Based on Polarization Spectrum
Fusion and Its Application in Vegetation Health Monitoring[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3607-3614. |
[6] |
ZHENG Shu-yuan1, 2, HAI Yan1, 2, HE Meng-qi1, 2, WANG Jian-xiong1, 2. Construction of Vegetation Index in Visible Light Band of GF-6 Image With Higher Discrimination[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3509-3517. |
[7] |
ZHU Zhi-cheng1, WU Yong-feng2*, MA Jun-cheng2, JI Lin2, LIU Bin-hui3*, JIN Hai-liang1*. Response of Winter Wheat Canopy Spectra to Chlorophyll Changes Under Water Stress Based on Unmanned Aerial Vehicle Remote Sensing[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3524-3534. |
[8] |
CUI Zhen-zhen1, 2, MA Chao1, ZHANG Hao2*, ZHANG Hong-wei3, LIANG Hu-jun3, QIU Wen2. Absolute Radiometric Calibration of Aerial Multispectral Camera Based on Multi-Scale Tarps[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3571-3581. |
[9] |
FU Xiao-man1, 2, BAO Yu-long1, 2*, Bayaer Tubuxin1, 2, JIN Eerdemutu1, 2, BAO Yu-hai1, 2. Spectral Characteristics Analysis of Desert Steppe Vegetation Based on Field Online Multi-Angle Spectrometer[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(10): 3170-3179. |
[10] |
LIU Zhao1, 2, LI Hua-peng1, CHEN Hui1, 2, ZHANG Shu-qing1*. Maize Yield Forecasting and Associated Optimum Lead Time Research Based on Temporal Remote Sensing Data and Different Model[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(08): 2627-2637. |
[11] |
DAI Shuo1, XIA Qing1*, ZHANG Han1, HE Ting-ting2, ZHENG Qiong1, XING Xue-min1, LI Chong3. Constructing of Tidal Flat Extraction Index in Coastal Zones Using Sentinel-2 Multispectral Images[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(06): 1888-1894. |
[12] |
MA Bao-dong, YANG Xiang-ru, JIANG Zi-wei, CHE De-fu. Influence and Quantitative Analysis of Coal Dust Retention on Reflectance Spectra and Vegetation Index of Leaves[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(06): 1947-1952. |
[13] |
REN Hong-rui1, 2, ZHANG Yue-qi2, HE Qi-jin3, LI Rong-ping1, ZHOU Guang-sheng4, 5*. Extraction of Pddy Rice Planting Area Based on Multi-Temporal FY-3 MERSI Remote Sensing Images[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(05): 1606-1611. |
[14] |
FAN Yi-guang1, 3, 5, FENG Hai-kuan1, 2, 3*, LIU Yang1, 3, 4, BIAN Ming-bo1, 3, ZHAO Yu1, 3, YANG Gui-jun1, 3, QIAN Jian-guo5. Estimation of Nitrogen Content in Potato Plants Based on Spectral Spatial Characteristics[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(05): 1532-1540. |
[15] |
MENG Hao-ran1, 2, LI Cun-jun1, 3*, ZHENG Xiang-yu1, 2, GONG Yu-sheng2, LIU Yu1, 3, PAN Yu-chun1, 3. Research on Extraction of Camellia Oleifera by Integrating Spectral, Texture and Time Sequence Remote Sensing Information[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(05): 1589-1597. |
|
|
|
|