Quantitative retrieval of soil salt content based on measured spectral data

来源 :Sciences in Cold and Arid Regions | 被引量 : 0次 | 上传用户:panzhengdang
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Choosing the Minqin Oasis, located downstream of the Shiyang River in Northwest China, as the study area, we used field-measured hyperspectral data and laboratory-measured soil salt content data to analyze the characteristics of saline soil spectral reflectance and its transformation in the area, and elucidated the relations between the soil spectral reflectance, reflectance transformation, and soil salt content. In addition, we screened sensitive wavebands. Then, a multiple linear regression model was established to predict the soil salt content based on the measured spectral data, and the accuracy of the model was verified using field-measured salinity data. The results showed that the overall shapes of the spectral curves of soils with different degrees of salinity were consistent, and the reflectance in visible and near-infrared bands for salinized soil was higher than that for non-salinized soil. After differential transformation, the correlation coefficient between the spectral reflectance and soil salt content was obviously improved. The first-order differential transformation model based on the logarithm of the reciprocal of saline soil spectral reflectance produced the highest accuracy and stability in the bands at 462 and 636 nm; the determination coefficient was 0.603, and the root mean square error was 5.407. Thus, the proposed model provides a good reference for the quantitative extraction and monitoring of regional soil salinization. Choosing the Minqin Oasis, located downstream of the Shiyang River in Northwest China, as the study area, we used field-measured hyperspectral data and laboratory-measured soil salt content data to analyze the characteristics of saline soil spectral reflectance and its transformation in the area , and elucidated the relations between the soil spectral reflectance, reflectance transformation, and soil salt content. Again, we screened sensitive wavebands. Then, a multiple linear regression model was established to predict the soil salt content based on the measured spectral data, and the accuracy of the model was verified using field-measured salinity data. The results showed that the overall shapes of the spectral curves of soils with different degrees of salinity were consistent, and the reflectance in visible and near-infrared bands for salinized soil was higher than that for non-salinized soil. After differential transformation, the correlation coefficient between the spectral r eflectance and soil salt content was significantly improved. The first-order differential transformation model based on the logarithm of the reciprocal of saline soil spectral reflectance produced the highest accuracy and stability in the bands at 462 and 636 nm; the determination coefficient was 0.603, and the root mean square error was 5.407. Thus, the proposed model provides a good reference for the quantitative extraction and monitoring of regional soil salinization.
其他文献
卫星通信是现代航天技术和通信技术相结合的产物,是当今通信领域中十分重要的传输手段之一。卫星通信具有容量大、跨地域、抗自然干扰力强等优点,世界上使用卫星通信的国家
许党为民万事轻, 从来壮烈不贪生。愿以我血献厚土, 换得神州永太平。失败权当育黄土, 成功永世济苍生。红岩精神春常在, 烈士血凝万代情。 Xu party people light, never
中小企业在发展过程中常会遇到承担社会责任与企业成长的两难选择。本文运用结构方程模型的方法,分析了中小企业创建期的企业社会责任与成长性之间的关系,深化中小企业社会责
老年慢性阻塞性肺气肿合并自发性气胸起病急骤,症状凶险,若诊断不及时,处理不得当,则病死率极高。
自1895年Kirstein首次借助喉镜行气管内插管,1913年Jackson正式确立以直接喉镜完成气管内插管的理论,至今气管内插管在临床麻醉、急诊抢救、呼吸支持方面发挥着不可替代的作
COPD(慢性阻塞性肺疾病)病人由于阻塞性通气功能障碍,并全小叶肺气肿时尚有弥散量降低,为此对心肺功能有影响的麻醉和手术均可导致呼吸功能的恶化而使病情加重。本文不重复
这是一个可以在短时间内背下大量单词的方法  1、一定要会音标。至少能知道一个单词有几个音节。保证整个单词能够顺利准确的读出来。  2、第一天你可以读100个单词,如果嫌多,可以在能力范围内调整数量。这些单词要保证会读,而且要知道什么意思。不需要完全拼写出来,只要保证看见这个单词会读,而且知道什么意思就行了。  3、第二天,先复习前一天的单词(这是为了克服人的遗忘规律),加深对前一天的单词的记忆。然
从徐军夫妇的情况看,他们的关注点集中在感情投资、培养孩子的良好个性以利孩子适应社会发展和孩子的留学时机这三个问题上。下面,我就对这三个问题提出自己的看法: From X
8月16日晴今天,我去了长沙生态动物园。我们先去了狮虎馆,豹妈妈挺着大肚子的样子真好玩,接着,我们又看了大赤袋鼠和一种白袋鼠。我们通过大桥去了孔雀住的地方,我打开装米的