Monitoring Soil Salt Content Using HJ-1A Hyperspectral Data: A Case Study of Coastal Areas in Rudong

来源 :Chinese Geographical Science | 被引量 : 0次 | 上传用户:Bo_Gao
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
Hyperspectral data are an important source for monitoring soil salt content on a large scale. However, in previous studies, barriers such as interference due to the presence of vegetation restricted the precision of mapping soil salt content. This study tested a new method for predicting soil salt content with improved precision by using Chinese hyperspectral data, Huan Jing-Hyper Spectral Imager(HJ-HSI), in the coastal area of Rudong County, Eastern China. The vegetation-covered area and coastal bare flat area were distinguished by using the normalized differential vegetation index at the band length of 705 nm(NDVI705). The soil salt content of each area was predicted by various algorithms. A Normal Soil Salt Content Response Index(NSSRI) was constructed from continuum-removed reflectance(CR-reflectance) at wavelengths of 908.95 nm and 687.41 nm to predict the soil salt content in the coastal bare flat area(NDVI705 < 0.2). The soil adjusted salinity index(SAVI) was applied to predict the soil salt content in the vegetation-covered area(NDVI705 ≥ 0.2). The results demonstrate that 1) the new method significantly improves the accuracy of soil salt content mapping(R2 = 0.6396, RMSE = 0.3591), and 2) HJ-HSI data can be used to map soil salt content precisely and are suitable for monitoring soil salt content on a large scale. Hyperspectral data are an important source for monitoring soil salt content on a large scale. However, in previous studies, barriers such as interference due to the presence of vegetation of the precision of mapping soil salt content. This study tested a new method for predicting soil salt content with improved precision by using Chinese hyperspectral data, Huan Jing-Hyper Spectral Imager (HJ-HSI), in the coastal area of ​​Rudong County, Eastern China. The vegetation-covered area and coastal bare flat area were distinguished by using the normalized differential vegetation index at the band length of 705 nm (NDVI705). The soil salt content of each area was predicted by various algorithms. A Normal Soil Salt Content Response Index (NSSRI) was constructed from continuum-removed reflectance (CR- reflectance) at wavelengths of 908.95 nm and 687.41 nm to predict the soil salt content in the coastal bare flat area (NDVI705 <0.2). The soil adjusted salinity index (SAVI) was applied to predict the results demonstrate that 1) the new method significantly improves the accuracy of soil salt content mapping (R2 = 0.6396, RMSE = 0.3591), and 2) HJ-HSI data can be used to map soil salt content precisely and are suitable for monitoring soil salt content on a large scale.
其他文献
《特种设备安全监察条例》明确地将“压力管道”纳入到了特种设备安全监察的范围,对于压力管道的规范工作逐步进入到有法可依的轨道。但是,在压力管道的设计、元件制造、现场
一直以来,老师只重视对学生写作前的指导,但学生作文一旦写成,老师究竟还要做些什么,才能真正为学生写作水平的提高助推?笔者观察了身边许多老师的教学实践,发现学生作 All
近年来,跨国并购在经历了短暂的低潮期后开始逐步复苏,企业之间的跨国并购与我们的距离越来越近。中海油服并购挪威海上油田服务公司、中石化并购加拿大石油公司等,使得国人
一只新组装好的小钟放在了两只旧钟当中。两只旧钟“滴答滴答”一分一秒地走着,其中一只旧钟对小钟说:“来吧,你也该工作了。可是我有点担心,你走完三千二百万次以后,恐怕便
1.捕捉学生身上的亮点。(1)从作业态度上捕捉亮点。《品德与社会》在学生心目中没有太重位置。表现为作业不完成,作业潦草应付,作业抄袭。对学生作业态度上的亮点,在作业本上
目的了解大连地区不同行业企业有机溶剂的浓度水平,为不同行业类型的企业预防有机溶剂导致的职业中毒提供科学依据,保护劳动者健康。方法收集大连地区2006-2013年委托大连市
1背景情况从2013年7月30日16时起,受强对流天气影响,合肥市突降暴雨,局部地区10分钟内降雨量超过60毫米,瞬间风力达到10级以上。受此影响,合肥电网1基110千伏电力铁塔严重扭
汉字吸引力
在每个教学班中,学困生都是相对存在的。做好学困生的转化工作,提高学困生的成绩,向来是教师竭力研究,努力解决的一个重要课题。从教近几年来对提高学困生的成绩做了一些工作
2013年高考新课标Ⅰ卷16题难倒不少学生,很多平时成绩优秀的学生都在此题面前陷入困境,本人从三个角度探讨三种不同解法,希望起到抛砖引玉的作用。  (作者单位 河南省驻马店市上蔡县上蔡一高)