【摘 要】
:
Hyperspectral remote sensing technology is widely used to detect element contents because of its multiple bands, high resolution, and abundant information. Although researchers have paid considerable attention to selecting the optimal bandwidth for the hy
【机 构】
:
State Key Laboratory of Desert and Oasis Ecology,Xinjiang Institute of Ecology and Geography,Chinese
论文部分内容阅读
Hyperspectral remote sensing technology is widely used to detect element contents because of its multiple bands, high resolution, and abundant information. Although researchers have paid considerable attention to selecting the optimal bandwidth for the hyperspectral inversion of metal element contents in rocks, the influence of bandwidth on the inversion accuracy are ignored. In this study, we collected 258 rock samples in and near the Kalatage polymetallic ore concentration area in the southwestern part of Hami City, Xinjiang Uygur Autonomous Region, China and measured the ground spectra of these samples. The original spectra were resampled with different bandwidths. A Partial Least Squares Regression (PLSR) model was used to invert Cu contents of rock samples and then the influence of different bandwidths on Cu content inversion accuracy was explored. According to the results, the PLSR model obtains the highest Cu content inversion accuracy at a bandwidth of 35 nm, with the model determination coefficient (R2) of 0.5907. The PLSR inversion accuracy is relatively unaffected by the bandwidth within 5–80 nm, but the accuracy decreases significantly at 85 nm bandwidth (R2=0.5473), and the accuracy gradually decreased at bandwidths beyond 85 nm. Hence, bandwidth has a certain impact on the inversion accuracy of Cu content in rocks using the PLSR model. This study provides an indicator argument and theoretical basis for the future design of hyperspectral sensors for rock geochemistry.
其他文献
通过掺杂金属的方式实现了双金属同构金属-有机框架材料的制备,采用X射线粉末衍射(PXRD)确定了多种金属在双金属CAU-21材料中的最大掺杂量,使用扫描电子显微镜(SEM)观察了掺杂金属对材料形貌的影响.热重分析(TGA)结果表明,CAU-21系列材料均具有较好的热稳定性.氮气气体吸附测试及以CAU-21-Al/M为填料的混合基质膜对N2气的渗透实验结果与掺杂金属离子尺寸大小呈相反的关系,证实了双金属可实现对孔道结构及气体吸附性能的调控.
利用自组装和电沉积交替的方法制备了基于磷钨酸盐K28Li5H7P8W48O184·92H2O(P8W48)、碳纳米管和Ni纳米颗粒的复合膜电极,用于NO2?的检测.由于复合膜中P8W48,CNTs和Ni纳米颗粒3种活性成分的协同作用,所制备的传感器表现出低的检出限、宽的线性范围和较高的选择性.将该传感器用于检测果汁中的NO2?,所得到的回收率在允许的误差范围内.这种复合膜电极传感器有望在实际应用中高度灵敏地检测NO2?.
通过在水平和垂直两个方向上来扩展酞菁配合物的共轭结构,合成了三明治三层酞菁铕二聚体配合物[Pc(SC2H5)8]2Eu2[BiPc(SC2H5)12]Eu2[Pc(SC2H5)8]2,使用Quasi-Langmuir-Sh?fer(QLS)方法将配合物薄膜修饰在氧化铟锡导电玻璃(ITO)电极表面,利用多种谱学手段对配合物分子在薄膜内的排列进行表征,发现分子采取J聚集模式Edge-on排列在ITO电极表面,该薄膜具有良好的半导体性质,导电率高达8.86×10?5 S/cm.将配合物薄膜修饰的ITO电极成功应
As an important natural resource, forest land plays a key role in the maintenance of ecological security. However, variations of forest land in the agropastoral ecotone of northern China (AENC) have attracted little attention. Taking the AENC as an exampl
Soils (Leptosols or Epileptic Regosols) with lithic contact at a depth of 50 cm occupy almost 20% of the Brazilian semi-arid region. These lithic soils are susceptible to erosion due to faster saturation of water-holding capacity during rainfall, which ac
Long-term monitoring of the ecological environment changes is helpful for the protection of the ecological environment. Based on the ecological environment of the Sahel region in Africa, we established a remote sensing ecological index (RSEI) model for th
Leaf wetness provides a wide range of benefits not only to leaves, but also to ecosystems and communities. It regulates canopy eco-hydrological processes and drives spatial differences in hydrological flux. In spite of these functions, little remains know
Groundwater plays a dominant role in the eco-environmental protection of arid and semi-arid regions. Understanding the sources and mechanisms of groundwater recharge, the interactions between groundwater and surface water and the hydrogeochemical evolutio
The Central Tianshan Block is one of numerous microcontinental blocks within the Central Asian Orogenic Belt (CAOB) that overlies Precambrian basement rocks. Constraining the evolution of these ancient basement rocks is central to understanding the accret