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黄土丘陵沟壑区枯枝落叶层和土壤的光谱差异特征分析
  • ISSN号:1002-6819
  • 期刊名称:农业工程学报
  • 时间:2015.1
  • 页码:147-154
  • 分类:TP79[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]西北大学城市与环境学院,西安710127, [2]中国科学院地理科学与资源研究所,北京100101, [3]中国科学院大学,北京100049
  • 相关基金:国家自然科学基金项目(41171225);农业部公益性行业科研专项(201203062)
  • 相关项目:面向土壤侵蚀评价的结构性植被盖度遥感模型研究
中文摘要:

枯枝落叶层在植被防止土壤侵蚀的功效中发挥着主导作用,枯落层的光谱特征分析将为遥感估算枯落层盖度提供重要依据。该文利用陕北延河流域典型植被群落土壤和枯落层样本的光谱测试数据,分析土壤和枯落层在在可见光-近红外波段(400~1100 nm)和短波红外波段(1100~2500μm)的光谱差异特征及主要影响因素,并进一步评价归一化植被指数(NDVI,normalized difference vegetation index)和归一化衰败植被指数(NDSVI,normalized difference senescent vegetation index)、归一化差值耕作指数(NDTI,normalized difference tillage index)、纤维素吸收指数(CAI,cellulose absorption index)等植被指数区分土壤和枯落层的有效性。结果表明,在可见光-近红外波段土壤和枯落层的反射光谱特征相似,两者难以区分,但在短波红外波段的1700和2100 nm处因枯落层具有纤维素吸收特征而与土壤存在差异。含水量对土壤和枯落层反射光谱特征的影响强烈,水分的存在降低了土壤和枯落层在整个光谱范围的差异性。光谱空间中枯落线和土壤线的关系表明,NDVI 指数难以反映土壤和枯落层的光谱差异特征;由于宽波段的影响,利用多光谱指数NDSVI和NDTI表征枯落层信息具有一定的局限性;高光谱指数CAI利用了枯落层与土壤在2100 nm处的差异特征,能够较好地区分出土壤与枯落层,该研究为利用遥感技术有效提取枯落层等衰败植被信息提供了新的途径。

英文摘要:

Plant litter plays a critical role in controlling and protecting soil against water erosion and increasing soil organic carbon. The presence of plant litter efficiently reduces erosion and surface runoff, and influences the cycle of nutrients, carbon, and energy in ecosystem. Remote sensing can provide a new way to differentiate litter from soil, and spectral difference of plant litter and soil is the primary basis for the remotely sensed estimation of plant litter coverage. By using spectral measurement of the soil and litter samples of typical vegetation communities in the Yanhe River basin of Northern Shaanxi, the difference of spectral characteristics between soil and litter in the VIS-NIR (400-1 100 nm) and SWIR (1 100-2 500μm) wavelengths and main impact factors were analyzed; the effectiveness of NDVI (normalized difference vegetation index) and typical senescent vegetation indexes such as NDSVI (normalized difference senescent vegetation index), NDTI (normalized difference tillage index) and CAI (cellulose absorption index) was evaluated to distinguish litter from soil. The results showed that the spectral behaviors of soil and litter were similar in the VIS-NIR wavebands, and the main difference between soil and litter was that the slopes of spectra of the litter samples were slightly greater than that of the soil samples. The two water absorption bands, centered at 1 400 and 1 900 nm, had the common spectral features in soil and litter within the SWIR waveband, while diagnostic features could be observed at 1 700 and 2 100 nm in the reflectance spectra of the dried litter samples, which were associated with the cellulose-lignin absorptions. Water content influenced the reflectance spectra of soil and litter samples obviously, and the reflectance of wet soil and litter was reduced by half compared to dry soil and litter. The cellulose-lignin absorption at 2100 nm obscured and disappeared in the reflectance spectra of wet litter samples, the spectra shape of the wet litter appeare

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期刊信息
  • 《农业工程学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业工程学会
  • 主编:朱明
  • 地址:北京朝阳区麦子店街41号
  • 邮编:100125
  • 邮箱:tcsae@tcsae.org
  • 电话:010-59197076 59197077 59197078
  • 国际标准刊号:ISSN:1002-6819
  • 国内统一刊号:ISSN:11-2047/S
  • 邮发代号:18-57
  • 获奖情况:
  • 百种中国杰出学术期刊,中国精品科技期刊,中国科协精品科技期刊工程项目期刊,RCCSE中国权威学术期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),英国食品科技文摘,中国北大核心期刊(2000版)
  • 被引量:93231