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DOI | 10.1016/j.rse.2020.111977 |
The backscattering contribution of soybean pods at L-band | |
Zhou Y.; Sharma A.; Kurum M.; Lang R.H.; O'Neill P.E.; Cosh M.H. | |
发表日期 | 2020 |
ISSN | 00344257 |
卷号 | 248 |
英文摘要 | L-band (1.25 GHz) radar measurements of a soybean canopy indicate that the emergence of seed pods is a significant contributor to the backscatter during the late stages of the growing season. In order to validate the measured data, a realistic scattering model of the soybean canopy is developed. The parameters of the soybean canopy and underlying soil used in the model vary over the growing season based on in situ measurements. Scattering amplitudes for soybean leaves are modeled analytically by using a thin disk approximation; stem and pods are jointly modeled using a numerical electromagnetic field solver. These scattering amplitudes are together incorporated into a coherent scattering model to obtain the backscattering coefficient for VV- and HH-polarizations. The modeling results show good agreement with the radar field measurements, having RMSEs of 0.51 dB for VV-pol and 1.1 dB for HH-pol. Both measured data and modeled results show that the change of soil moisture can be accurately monitored by L-band backscatter. It is also found that the difference between HH- and VV-polarized backscatter increases as the size of the soybean pods becomes larger. A method is developed here to estimate the number of pods in a soybean canopy based on polarimetric radar backscatter at L-band. © 2020 Elsevier Inc. |
英文关键词 | ComRAD; Radar backscatter; Soil moisture; Soybean growth and development; Soybean pods |
语种 | 英语 |
scopus关键词 | Backscattering; Coherent scattering; Electromagnetic fields; Radar; Soil moisture; Soil surveys; Backscattering coefficients; Coherent scattering models; Electromagnetic field solver; Field measurement; In-situ measurement; Polarimetric radars; Scattering amplitudes; Scattering model; Radar measurement; accuracy assessment; backscatter; electromagnetic field; growing season; in situ measurement; soil moisture; soybean; Glycine max |
来源期刊 | Remote Sensing of Environment
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文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/179193 |
作者单位 | The George Washington University, Washington, DC, United States; The Johns Hopkins Applied Physics Laboratory, Laurel, MD, United States; Mississippi State University, Mississippi State, MS, United States; NASA Goddard Space Flight Center, Greenbelt, MD, United States; USDA-ARS Hydrology and Remote Sensing Laboratory, Beltsville, MD, United States |
推荐引用方式 GB/T 7714 | Zhou Y.,Sharma A.,Kurum M.,et al. The backscattering contribution of soybean pods at L-band[J],2020,248. |
APA | Zhou Y.,Sharma A.,Kurum M.,Lang R.H.,O'Neill P.E.,&Cosh M.H..(2020).The backscattering contribution of soybean pods at L-band.Remote Sensing of Environment,248. |
MLA | Zhou Y.,et al."The backscattering contribution of soybean pods at L-band".Remote Sensing of Environment 248(2020). |
条目包含的文件 | 条目无相关文件。 |
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