Soil moisture monitoring using hyper-spectral remote sensing technology

2010 2nd IITA International Conference on Geoscience and Remote Sensing, IITA-GRS 2010

Volumn 2, Issue , 2010, Pages 373-376

  Yanmin, Yao ^a   Na, Wei ^a   Youqi, Chen ^b   Yingbin, He ^b   Pengqin, Tang ^b  

^a AGRO ENVIRONMENTAL PROTECTION INSTITUTE   (China)

^b INSTITUTE OF PLANT PROTECTION   (China)

Author keywords

Hyper spectral remote sensing; Soil moisture; Soil spectral reflectance

Indexed keywords

BAND EXTRACTION; BLACK SOIL; COEFFICIENT OF DETERMINATION; CORRELATION COEFFICIENT; HIGH RESOLUTION; HYPER-SPECTRAL CHARACTERISTICS; HYPER-SPECTRAL REMOTE SENSING; HYPERSPECTRAL; JILIN PROVINCE; LABORATORY MEASUREMENTS; LOGARITHMIC TRANSFORMATIONS; MULTIBAND; MULTIPLE STEPWISE REGRESSION; PRECISION AGRICULTURE; PREDICTION MODEL; REMOTE SENSING TECHNOLOGY; RESEARCH OBJECT; SOIL MOISTURE CONTENT; SOIL MOISTURE MONITORING; SOIL SPECTRAL REFLECTANCE; SPECTRAL DATA; SPECTRAL DIFFERENTIATION; SURFACE SOIL MOISTURE; WATER HOLDING CAPACITY;

FEATURE EXTRACTION; GEOLOGIC MODELS; MATHEMATICAL MODELS; MICROWAVE MEASUREMENT; MOISTURE CONTROL; MOISTURE DETERMINATION; MONITORING; REFLECTION; REGRESSION ANALYSIS; REMOTE SENSING; SOIL MOISTURE;

SOIL SURVEYS;

EID: 78349235854     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IITA-GRS.2010.5604219     Document Type: Conference Paper

References (10)

1. Qingxi Tong, Bing Zhang, Lanfen Zheng, "Hyperspectral Remote Sensing", Beijing: Higher Education Press, 2006 (in Chinese).
2. S. A Bowers, R. J. Hanks, "Reflection of radiant energy from soils", Soil Science, vol. 100, 1965, pp. 130-138.
3. Defu Peng, "Agricultural resources and classification of spectral data", Theories and Methods of Natural Resource Studies, Beijing: Science Press, 1985 (in Chinese).
4. WANG Jing, HE Ting, LI Yu-huan, "Studying on extraction methods for land quality information based on hyperspectral data", Journal of Remote Sensing, vol. 9, 2005, pp. 438-445 (in Chinese).
5. WANG Chang-zuo, WAND Ji-hua, Wang Ji-di, et al, "The choice of best detecting band for hyperspectral remote sensing on surface water content of bare soil", Information of Remote Sensing, vol. 4, 2003, pp. 33-36 (in Chinese).
6. HE Ting, "The Study of Applying Hyper-spectral Remote Sensing Technology in Land Quality Monitoring", Ph.D Dissertation, Wuhan: Wuhan University, 2003, pp. 44-54 (in Chinese).
7. J. W. Hummel, K. A. Sudduth, S. E. Hollinger, "Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor", Computers and Electronics in Agriculture, vol. 32, 2001, pp. 149-165.
8. Liu Weidong, Fredéric B, Zhang Bing, et al, "Extraction of Soil Moisture Information By Hyperspectral Remote Sensing", Acta Pedologica Sinica, vol. 41, 2004, pp. 700-706 (in Chinese).
9. Zhou Qing, "Study on the Hyperspectral Prediction Models of Soil Organic Matter and its Differences among Soil Types", Ph.D Dissertation, Hangzhou: Zhejiang University, 2004 (in Chinese).
10. ZHU Yonghao, DENG Renda, LU Yafei, et al, "Spectral reflectance characteristics of yellow brown soil under different humidity conditions", Acta Pedologica Sinica, vol. 21, 1984, pp. 194-201 (in Chinese).