The frequency and amplitude characteristics derived from the Ground Penetrating Radar (GPR) data have been widely applied to object recognition in karst areas, but still meet some limitations. Here we present a new method using wavelet energy spectral analysis. First we analyze the GPR signals of typical samples in karst areas and obtain their wavelet energy spectra, which consist of the energy eigenvectors on different scales and frequency bands. Then the object recognition is achieved by comparing the characteristic energy spectra with those of studied object. Both the data analysis and experiments demonstrate that the wavelet energy spectrum can directly show characteristics of object signals, which is very effective for the object recognition in karst regions from the GPR survey.

A total of ~38.6 million mortalities occur due to liver cancer annually, worldwide. Although a variety of therapeutic methods are available, the efficacy of treatment at present is extremely limited due to an increased risk of malignancy and inherently poor prognosis of liver cancer. Gene therapy is considered a promising option, and has shown notable potential for the comprehensive therapy of liver cancer, in keeping with advances that have been made in the development of cancer molecular biology. The present study aimed to investigate the synergistic effects of the abilities of the hemagglutinin neuraminidase protein of Newcastle disease virus (NDV), the pro-apoptotic factor apoptin from chicken anaemia virus, and the interferon-γ inducer interleukin-18 (IL-18) in antagonizing liver cancer. Therefore, a recombinant DNA plasmid expressing the three exogenous genes, VP3, IL-18 and hemagglutinin neuraminidase (HN), was constructed. Flow cytometry, acridine orange/ethidium bromide staining and analysis of caspase-3 activity were performed in H22 cell lines transfected with the recombinant DNA plasmid. In addition, 6-week-old C57BL/6 mice were used to establish a H22 hepatoma-bearing mouse model. Mice tumor tissue was analyzed by immunohistochemistry and scanning electron microscopy. The results of the present study revealed that the recombinant DNA vaccine containing the VP3, IL-18 and HN genes inhibited cell proliferation and induced autophagy via the mitochondrial pathway in vivo and in vitro.