Prediction theory and conditional simulation of spatial variation of soil water and salt information

Author: Chen Yaxin
Publisher:
Publish Date: 2005-12-01
Features: This book applies geostatistics theory to the field of soil and water science, exploring the spatial variation patterns of water and salt and their applications, which holds significant importance for promoting the development of emerging disciplines and fostering innovation. It is a systematic summary based on the research achievements of three National Natural Science Foundation of China projects undertaken by the author. The main contents include: spatial variation and scale effects of soil water and salt information, rational sampling and Monte Carlo simulation testing, theoretical and practical aspects of basic prediction methods, theoretical and practical aspects of prediction in complex large-scale scenarios, principles and practices of conditional simulation, derivation and robust analysis methods of robust variograms, and comparative studies of artificial neural kriging, ordinary kriging, and conditional simulation. This book is suitable for science and technology personnel in fields such as water conservancy engineering, soil physics, hydrogeology, geological mining, precision agriculture, and ecological environment, as well as college and university teachers.