Natural hazards GIS-based spatial mo...
Pourghasemi, Hamid Reza.

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  • Natural hazards GIS-based spatial modeling using data mining techniques
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Natural hazards GIS-based spatial modeling using data mining techniques/ edited by Hamid Reza Pourghasemi, Mauro Rossi.
    其他作者: Pourghasemi, Hamid Reza.
    出版者: Cham :Springer International Publishing : : 2019.,
    面頁冊數: xxii, 296 p. :ill., digital ;24 cm.
    內容註: Gully erosion modeling using GIS-based data mining techniques in Northern Iran; a comparison between boosted regression tree and multivariate adaptive regression spline -- Concepts for Improving Machine Learning Based Landslide Assessment -- Multi-hazard assessment modeling using multi-criteria analysis and GIS: a case study -- Assessment of the contribution of geo-environmental factors to flood inundation in a semi-arid region of SW Iran: comparison of different advanced modeling approaches -- Land Subsidence modelling using data mining techniques. The case study of Western Thessaly, Greece -- Application of fuzzy analytical network process model for analyzing the gully erosion susceptibility -- Landslide susceptibility prediction maps: from blind-testing to uncertainty of class membership: a review of past and present developments -- Earthquake events modeling using multi-criteria decision analysis in Iran -- Prediction of Rainfall as One of the Main Variables in Several Natural Disasters -- Landslide Inventory, Sampling & Effect of Sampling Strategies on Landslide Susceptibility/Hazard Modelling at a Glance -- GIS-based landslide susceptibility evaluation using certainty factor and index of entropy ensembled with alternating decision tree models -- Evaluation of Sentinel-2 MSI and Pleiades 1B imagery in forest fire susceptibility assessment in temperate regions of Central and Eastern Europe. A case study of Romania -- Monitoring and Management of Land Subsidence induced by over-exploitation of groundwater -- A VEGETATED VARIATION MODEL FOR THE FLOODPLAIN OF LOWER MEKONG DELTA DERIVED FROM MULTI-TEMPORAL ERS-2 AND SENTINEL-1 DATA.
    Contained By: Springer eBooks
    標題: Data mining. -
    電子資源: https://doi.org/10.1007/978-3-319-73383-8
    ISBN: 9783319733838
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