Study on spatial distribution of soil heavy metals in Huizhou City based on BP - ANN modeling and GIS

Procedia Environmental Sciences

Volumn 10, Issue PART C, 2011, Pages 1953-1960

  Li, Yin ^a   Li, Chao Kui ^a   Tao, Jian Jun ^a   Wang, Li Dong ^a  

^a HUNAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

BP artificial neural network model; Geostatistics; GIS technology; Huizhou city; Soil heavy metal; Spatial distribution; Spatial interpolation

Indexed keywords

CADMIUM; COMPLEX NETWORKS; COPPER; DEEP NEURAL NETWORKS; DYNAMICS; ENVIRONMENTAL ENGINEERING; ENVIRONMENTAL TECHNOLOGY; HEAVY METALS; INTERPOLATION; NEURAL NETWORKS; NORMAL DISTRIBUTION; POLLUTION; SOILS; SPATIAL DISTRIBUTION; ZINC;

BP ARTIFICIAL NEURAL NETWORK MODELS; GEO-STATISTICS; GIS TECHNOLOGY; HUIZHOU CITIES; SOIL HEAVY METALS; SPATIAL INTERPOLATION;

SOIL SURVEYS;

EID: 84863133718     PISSN: None     EISSN: 18780296     Source Type: Conference Proceeding    
DOI: 10.1016/j.proenv.2011.09.306     Document Type: Conference Paper

References (7)

1. Da-wei Hu,Xin-ming Bian,Shu-yu Wang,Wei-guo Fu :Study on spatial distribution of farmland soil heavy metals in Nantong City based on BP-ANN modeling. Journal of Safety and Environment. Vol.7(2007).p. 91∼95
2. Hongxia Xia, Hong Zhou, Luo Zhong, etal: Assessment of efficient lifetime of concrete structure by means of neural network. Journal of Safety and Environment. Vol.4(2004).p.29-31.
3. KRUSKIN: Theory of artificial neural network(.trans Ping-fan YAN ,Tsinghua University Press (2002)
4. Ceng-ren Yuan: Theory of artificial neural networks and its application. Tsinghua University Press(2001)
5. Zhen-jun Sun, Dong-xing Zhou: Ecology Research Methods. Science Press (2009).
6. Guo An Tang, Xin Yang. ArcGIS Spatial Analysis Experimental Course, Science Press (2006).
7. Bo-xi Shen :Soil Environmental Evaluation Model Based on Cokriging interpolation and Spatial Factor Central South University Press(2008).