基于贝叶斯网络分类的土壤盐渍化遥感监测

贝叶斯网络是一种将贝叶斯概率方法和有向无环图的网络拓扑结构有机结合的概率模型.采用贝叶斯网络分类对具有典型干旱特征的库车县土壤盐渍化情况进行监测,首先应用条件独立性测试原理建立贝叶斯网络结构,把研究区遥感数据进行离散化,然后应用贝叶斯定理作为分类原则,将每个像元分为像元最大概率的类别.研究结果表明该方法来分类6种地类的整体分类精度达到96%,并为该区盐渍地面积,空间分布等特征监测提供较好的依据.     

塔里木盆地北缘盐渍地遥感调查及成因分析——以渭干河-库车河三角洲绿洲为例

土壤盐渍化严重威胁着干旱区绿洲的稳定与可持续发展，因此监测盐渍地的分布范围和程度以及分析其成因有着重要的意义。以塔里木盆地北缘盐渍地普遍发育区域渭干河-库车河三角洲绿洲为例，利用TM遥感影像，在野外调查的基础上，采用监督分类中的波谱角度分类法进行了盐渍地调查研究。该方法对盐渍地的提取精度可达到92％左右，是干旱区盐渍地监测的一种有效方法。在此基础上分析了渭干河-库车河三角洲绿洲盐渍地的分布范围与程度，并结合气候、地貌、水文、人类活动等因素，对盐渍化成因进行了讨论。结果表明：干旱荒漠气候是形成盐渍地的前提条件，母岩和母质含盐是形成盐渍地的物质基础，地表水和地下水的补给是形成盐渍地的动力，人为因素是形成灌区次生盐渍地的重要条件。     

基于BP神经网络的盐碱土盐分反演模型研究

土壤盐渍化是干旱,半干旱农业区主要的土地退化问题,像沙漠化一样也是当今世界重要的环境和社会经济问题.以新疆渭干河-库车河三角洲绿洲作为研究区,利用实测的盐碱土光谱数据和地下水埋深、地下水矿化度和表层土壤矿化度等因子构建了基于BP神经网络的盐碱土盐分反演模型.该模型的最终输出结果与期望得到的结果相差不大,在输出的误差中,...     

新疆准东煤田降尘重金属污染及健康风险评价

为研究准东煤田大气降尘重金属的污染状况及潜在健康风险,选取52个覆盖全区的样点采集大气降尘,并测试分析样品中Zn、Cu、Cr、Pb、Hg和As共6种重金属元素含量.结合地累积指数(I_geo)进行污染研究,使用EPA人体暴露风险评价.结果表明,研究区大气降尘重金属浓度具有明显差异,Zn > Cr > Cu > As > Pb > Hg.Hg、Cu和As的变异系数为381.91%、99.94%和97.82%,受人类活动影响较大; 6种重金属间的相关性较复杂,Zn-Cu-Cr较Hg-As-Pb的相关性更强.地累积指数评价表明,重金属Zn、Cr的污染较严重,Zn处于极强度污染,Hg可视为无污染,Cu、Pb、As处于轻度-中度污染.研究区致癌风险暴露量与非致癌风险暴露量差异不大.非致癌风险商均小于1, HQ_Cr > HQ_As > HQ_Zn > HQ_Pb > HQ_Cu > HQ_Hg,总非致癌风险指数0.258,研究区6种重金属健康风险较小.致癌风险CR_As > CR_Cr > CR_Pb,Pb无致癌风险.其中As的致癌风险值占总致癌风险(TCR)的93.85%,是最主要的致癌因子.TCR均值为1.95E-05,处于人体可耐受的致癌风险范围.     

Spectral reflectance properties of major objects in desert oasis: a case study of the Weigan–Kuqa river delta oasis in Xinjiang, China

Aiming at the remote sensing application has been increasingly relying on ground object spectral characteristics. In order to further research the spectral reflectance characteristics in arid area, this study was performed in the typical delta oasis of Weigan and Kuqa rivers located north of Tarim Basin. Data were collected from geo-targets at multiple sites in various field conditions. The spectra data were collected for different soil types including saline-alkaline soil, silt sandy soil, cotton field, and others; vegetations of Alhagi sparsifolia, Phragmites australis, Tamarix, Halostachys caspica, etc., and water bodies. Next, the data were processed to remove high-frequency noise, and the spectral curves were smoothed with the moving average method. The derivative spectrum was generated after eliminating environmental background noise so that to distinguish the original overlap spectra. After continuum removal of the undesirable absorbance, the spectrum curves were able to highlight features for both optical absorbance and reflectance. The spectrum information of each ground object is essential for fully utilizing the multispectrum data generated by remote sensing, which will need a representative spectral library. In this study using ENVI 4.5 software, a preliminary spectral library of surface features was constructed using the data surveyed in the study area. This library can support remote sensing activities such as feature investigation, vegetation classification, and environmental monitoring in the delta oasis region. Future plan will focus on sharing and standardizing the criteria of professional spectral library and to expand and promote the utilization of the spectral databases.     

干旱区绿洲土壤盐渍化程度遥感定量评价

土壤盐渍化是制约渭干河-库车河三角洲绿洲内部植被生长最主要的生态环境地质问题,也是影响区域农业生产的第一障碍性问题.利用Landsat TM遥感数据,构建了多维向量空间下的11个遥感定量指标.首先,采用因子分析方法分析不同程度的盐渍化与这11个指标之间的相关性,并建立因子得分模型.其次,采用Fisher逐步判别分析法从这些指标中筛选出8个与盐渍化程度密切相关的指标:氧化铁、归一化盐分指数、地表反照率、植被指数、TM1、TM5、地表温度、湿度指标,并对这些指标建立判别方程,然后对渭干河—库车河三角洲绿洲典型样区盐渍化程度进行评价,将所有的实地样本分别代入判别方程,通过分析,发现判别方程的精度较高,与实际情况较吻合.轻度盐渍化的判别精度为80.3%,中度盐渍化的判别精度为68.75%,重度盐渍化的判别精度为83.65%.中度盐渍化土地的判别精度与轻度盐渍化、重度盐渍化土地的判别精度相比较低,这与中度盐渍化的光谱特征与其它地物易混淆有关.总之,所选取的指标简单,易于获取,有利于盐渍化的定量分析与评价.     

Analysis of Soil and Water Balance on the Land Arrangement Function

The natural supply of land resources is limited, but the economic supply may change along with social and economic development, and its size is decided bye nature and social and economic body conditions. When the supplying ability of land resources threatens the development of society and the conflict between people and land becomes tense, it forced people to im- prove land utilization and to increase the effective supply of land resources. The paper made an overall consideration on the characteristics of the irrigated farming and the frail ecological environment in Fuhai County, Altay Area, Xinjiang Uigur Autonomous Region and explored land arrangement planning as well as water resource planning and environmental protection. The paper evaluated natural resources, land utilization and water resource of the case study areas and focused on the spatio-temporal balance between the utilization of water and land resources. In the end the paper a feasible plan was made out for the land arrangement project.