非线性空间信息统计学的理论方法及应用

Theory and application of non-linear spatial information statistics

非线性现象广泛存在于自然现象中,当应用线性空间信息统计学研究既有随机性又有结构性的非线性现象时,显然会有误差.针对线性空间信息统计学的理论方法及其在地学中的应用不足,系统地研究了非线性空间信息统计学的理论、方法及其应用,拓宽了空间信息统计学的应用领域.

There are lots of non-linear sceneries in real world applications. Applying linear spatial information statistics to analyis of non-linear sceneries with randomness and unknown structures will lead to significant errors. This paper analyzes the defects of linear spatial information statistics in geoscience, explores theories and applications of non-linear spatial information statistics in geoscience, and in other applications associated with social economics.