Prediction methods of ecological civilization outlook based on distributed algorithm of factor graph

Abstract Evaluation index set was constructed according to connotation of evaluation system for ecological civilization construction so as to establish an evaluation model for ecological civilization construction of factor graph distribution for input layer, hidden layer, and output layer which are respectively 10, 3, and 2. Relevant data of 15 cities at different levels in China are collected so as to be subject to standardization for input learning matrix. Error precision was close to 10-5 through 5000 times of training, thus ecological civilization construction of Wanjiang urban belt is evaluated. Empirical result shows that ecological civilization construction of Wanjiang urban belt belong to grade III, which means that it is in development period. Therefore, economic development needs to be conducted in stable carbon emission level. Economic development mode needs to be further changed; national proprietary brand needs to be supported; scientific and technological innovation needs to be driven; resource output rate needs to be improved.

[1]  Chandra Giri,et al.  Mangrove forest distributions and dynamics (1975–2005) of the tsunami‐affected region of Asia † , 2008 .

[2]  Assessing Nature-based Recreation Demand in Population Cores of the Southeastern US: The Outlook for Recreation Development on Private Lands , 2010 .

[3]  Amy Pocewicz,et al.  Mapping Oil and Gas Development Potential in the US Intermountain West and Estimating Impacts to Species , 2009, PloS one.

[4]  Teresa M. Mata,et al.  Microalgae for biodiesel production and other applications: A review , 2010 .

[5]  Rick Durrett,et al.  Some features of the spread of epidemics and information on a random graph , 2010, Proceedings of the National Academy of Sciences.

[6]  Rattan Lal,et al.  Soil Science and the Carbon Civilization , 2007 .

[7]  Jane Stewart,et al.  Reinstatement of heroin and cocaine self-administration behavior in the rat by intracerebral application of morphine in the ventral tegmental area , 1984, Pharmacology Biochemistry and Behavior.

[8]  K. Hirsch,et al.  Direct carbon emissions from Canadian forest fires, 1959-1999 , 2001 .

[9]  Emily K. Smith-McKenna,et al.  Topographic Influences on the Distribution of White Pine Blister Rust in Pinus albicaulis Treeline Communities , 2013 .

[10]  Anne Courrat,et al.  Three hundred ways to assess Europe's surface waters: An almost complete overview of biological methods to implement the Water Framework Directive , 2012 .

[11]  K. Gross,et al.  Weed aboveground and seedbank community responses to agricultural management systems , 2001 .