EXPLOITATION OF WATER RESOURCES OF THE OPOLE PROVINCE - FORECASTING WITH THE USE OF ARTIFICIAL NEURAL NETWORKS

被引:0
作者
Kolasa-Wiecek, Alicja [1 ]
机构
[1] Opole Univ Technol, Fac Management & Prod Engn, Dept Econ & Reg Res, PL-45047 Opole, Poland
来源
ECOLOGICAL CHEMISTRY AND ENGINEERING S-CHEMIA I INZYNIERIA EKOLOGICZNA S | 2010年 / 17卷 / 03期
关键词
water resources; underground water; superficial water; forecasting; artificial neural networks; MANAGEMENT;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The paper performs forecasting based on Flexible Bayesian Models on Neural Networks. On the basis of changing factors like number of population and industrial water consumption the amount of underground and surface water resources was predicted. The prognosis was performed for the Opole province and for its for individual districts. Teaching series were real data taken from the Central Statistical Office. The likelihood of these results is 94% by checking the verification data.
引用
收藏
页码:363 / 371
页数:9
相关论文
共 13 条
  • [1] Progress on incorporating climate change into management of California's water resources
    Anderson, Jamie
    Chung, Francis
    Anderson, Michael
    Brekke, Levi
    Easton, Daniel
    Ejeta, Messele
    Peterson, Roy
    Snyder, Richard
    [J]. CLIMATIC CHANGE, 2008, 87 (Suppl 1) : S91 - S108
  • [2] CHANGLEI D, 2005, CHINESE GEOGR SCI, V15, P60
  • [3] Balancing the contaminant input into urban water resources
    Eiswirth, M
    Wolf, L
    Hötzl, H
    [J]. ENVIRONMENTAL GEOLOGY, 2004, 46 (02): : 246 - 256
  • [4] Sustainability in water resources management: changes in meaning and perception
    Hermanowicz, Slawomir W.
    [J]. SUSTAINABILITY SCIENCE, 2008, 3 (02) : 181 - 188
  • [5] Water use in LCA: managing the planet's freshwater resources
    Koehler, Annette
    [J]. INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT, 2008, 13 (06) : 451 - 455
  • [6] KRYZA H, 2003, TECHNIKA POSZUKIW GE, V42, P47
  • [7] Neal R., 2004, FLEXIBLE BAYESIAN MO
  • [8] Neal Radford M., 1996, BAYESIAN LEARNING NE
  • [9] van der Brugge R, 2007, WATER RESOUR MANAG, V21, P249, DOI 10.1007/s11269-006-9052-0
  • [10] WEI D, 2002, CHINESE GEOGR SCI, V12, P289