Related Experiment Video
Updated: Aug 7, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Research on the Evaluation and Spatial Characteristics of China's Provincial Socioeconomic Development and Pollution
1School of Economics, Qingdao University, Qingdao 266071, China.
Aims:
To evaluate the degree of mutualism between socioeconomic development and industrial and domestic pollution in provinces of China and to analyze the differences in spatial characteristics between their regions.
Methods:
This study used the HDI to measure socioeconomic development and the Lotka-Volterra model to group and estimate the force-on and mutualism degree indexes of industrial and domestic pollution and socioeconomic development in 31 provinces of China, which were then used to them. Then, the study calculated the global and local Moran's I under different space weights matrices to analyze their spatial autocorrelation and heterogeneity.
Results:
The research showed that in 2016-2020, compared with 2011-2015, the number of provinces where socioeconomic development and industrial pollution control mutually promoted each other was approximately the same, while the number of provinces that promoted each other's effectiveness with domestic pollution control was reduced. There were many provinces with industrial pollution ranked in the S-level, while most provinces placed a different emphasis on industrial and domestic pollution control. The rank in China tended to be spatially balanced in 2016-2020. There was a negative spatial autocorrelation between the ranks of most provinces and neighboring provinces in 2011-2020. The ranks of some eastern provinces showed a phenomenon of a high-high agglomeration, while the ranks of provinces in the western region were dominated by a high-low agglomeration.
Related Concept Videos
Sampling Plans
Random sampling is a method where each member of the population has an equal chance of being selected for the sample. It involves selecting individuals randomly, often using random number generators or lottery-type methods. For example, when analyzing the properties of a...
Mechanistic Models: Compartment Models in Individual and Population Analysis
Manipulation and Analysis
Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
Environmental Applications of Microorganisms

