Spectral Reflectance of Wheat Residue during Decomposition and Remotely Sensed Estimates of Residue Cover

被引:63
作者
Daughtry, Craig S. T. [1 ]
Serbin, Guy [2 ]
Reeves, James B., III [3 ]
Doraiswamy, Paul C. [1 ]
Hunt, Earle Raymond, Jr. [1 ]
机构
[1] ARS, USDA, Hydrol & Remote Sensing Lab, Beltsville, MD 20705 USA
[2] USDA, ASRC Management Serv, FAS, Off Global Anal, Washington, DC 20250 USA
[3] ARS, USDA, Environm Management & Byprod Utilizat Lab, Beltsville, MD 20705 USA
关键词
crop residue cover; lignin; cellulose; reflectance spectra; cellulose absorption index; decomposition; plant litter; SOIL; NITROGEN; CARBON; LITTER; ASTER;
D O I
10.3390/rs2020416
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Remotely sensed estimates of crop residue cover (fR) are required to assess the extent of conservation tillage over large areas; the impact of decay processes on estimates of residue cover is unknown. Changes in wheat straw composition and spectral reflectance were measured during the decay process and their impact on estimates of fR were assessed. Proportions of cellulose and hemicellulose declined, while lignin increased. Spectral features associated with cellulose diminished during decomposition. Narrow-band spectral residue indices robustly estimated fR, while broad-band indices were inconsistent. Advanced multi-spectral sensors or hyperspectral sensors are required to assess fR reliably over diverse agricultural landscapes.
引用
收藏
页码:416 / 431
页数:16
相关论文
共 38 条
[1]   The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER): data products for the high spatial resolution imager on NASA's Terra platform [J].
Abrams, M .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2000, 21 (05) :847-859
[2]   SPECTRAL INPUTS TO CROP IDENTIFICATION AND CONDITION ASSESSMENT [J].
BAUER, ME .
PROCEEDINGS OF THE IEEE, 1985, 73 (06) :1071-1085
[3]   CHANGES IN ORGANIC-CHEMICAL COMPONENTS OF NEEDLE LITTER DURING DECOMPOSITION - LONG-TERM DECOMPOSITION IN A SCOTS PINE FOREST .1. [J].
BERG, B ;
HANNUS, K ;
POPOFF, T ;
THEANDER, O .
CANADIAN JOURNAL OF BOTANY-REVUE CANADIENNE DE BOTANIQUE, 1982, 60 (08) :1310-1319
[4]  
Berg B., 2008, PLANT LITTER DECOMPO, P338, DOI [10.1007/978-3-38821-7, DOI 10.1007/978-3-38821-7]
[5]   Crop residue estimation using multiband reflectance [J].
Biard, F ;
Baret, F .
REMOTE SENSING OF ENVIRONMENT, 1997, 59 (03) :530-536
[6]  
CORAK SJ, 1993, J SOIL WATER CONSERV, V48, P70
[7]  
CTIC, 2009, CROP RES MAN SURV SY
[8]   Estimating the foliar biochemical concentration of leaves with reflectance spectrometry testing the Kokaly and Clark methodologies [J].
Curran, PJ ;
Dungan, JL ;
Peterson, DL .
REMOTE SENSING OF ENVIRONMENT, 2001, 76 (03) :349-359
[9]   Mitigating the effects of soil and residue water contents on remotely sensed estimates of crop residue cover [J].
Daughtry, C. S. T. ;
Hunt, E. R., Jr. .
REMOTE SENSING OF ENVIRONMENT, 2008, 112 (04) :1647-1657
[10]   Remote sensing of crop residue cover and soil tillage intensity [J].
Daughtry, C. S. T. ;
Doraiswamy, P. C. ;
Hunt, E. R., Jr. ;
Stern, A. J. ;
McMurtrey, J. E., III ;
Prueger, J. H. .
SOIL & TILLAGE RESEARCH, 2006, 91 (1-2) :101-108