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  • 1
    Online Resource
    Online Resource
    Deep Learning for Hydrometeorology and Environmental Science (2021)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details Availability
    Keywords: Water. ; Artificial intelligence. ; Environmental monitoring. ; Environment. ; Neural networks (Computer science) . ; Environmental geography. ; Hydrometeorologie ; Hydrologie ; Maschinelles Lernen ; Angewandte Mathematik ; Wasserhaushalt ; Prognose ; Neuronales Netz ; Modellierung ; Mathematisches Modell
    Description / Table of Contents: Introduction -- Mathematical Background -- Data Preprocessing -- Neural Network -- Training a Neural Network -- Updating Weights -- Improving model performance -- Advanced Neural Network Algorithms -- Deep learning for time series -- Deep learning for spatial datasets -- Tensorflow and Keras Programming for Deep Learning -- Hydrometeorological Applications of deep learning -- Environmental Applications of deep learning.
    Type of Medium: Online Resource
    Pages: 1 Online-Ressource(XIV, 204 p. 189 illus., 133 illus. in color.)
    Edition: 1st ed. 2021.
    ISBN: 9783030647773
    Series Statement: Water Science and Technology Library 99
    URL: https://doi.org/10.1007/978-3-030-64777-3
    DOI: 10.1007/978-3-030-64777-3
    Language: English
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  • 2
    Online Resource
    Online Resource
    Sustainability of Water Resources : Impacts and Management (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details Availability
    Keywords: Water. ; Hydrology. ; Sustainability. ; Climatology. ; Geographic information systems. ; Environmental management.
    Description / Table of Contents: Water: How Secure are We under Climate Change? -- Influence of stemflow measurement on interception estimation under Eucalyptus plantations -- Strategic Human Resources in Water Sources Development -- Water Budget Monitoring of the Ganga River Basin using remote sensing data and GIS -- Evaluation of SWAT Model for Simulating the Water Balance Components for the DudhKoshi River Basin in Nepal -- Development Policy Framework Towards Riverfront Development (RFD)- A Study on Mula- Mutha Riverfront Pune, Maharashtra, India -- Rejuvenating Water Wisdom: A Route to Resilience. .
    Type of Medium: Online Resource
    Pages: 1 Online-Ressource(XIV, 414 p. 193 illus., 147 illus. in color.)
    Edition: 1st ed. 2022.
    ISBN: 9783031134678
    Series Statement: Water Science and Technology Library 116
    URL: https://doi.org/10.1007/978-3-031-13467-8
    DOI: 10.1007/978-3-031-13467-8
    Language: English
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