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    A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions (English)

    In: Computers & geosciences ; 90 ; 144-155 ; 2016
    • ISSN:
      0098-3004
    • Article (Journal)  /  Print

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    Table of contents – Volume 90

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    The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

    1
    Expeditious illustration of layer-cake models on and above a tactile surface
    Lopes, Daniel Simões / Mendes, Daniel / Sousa, Maurício / Jorge, Joaquim et al. | 2016
    1
    Uncertainty and Sensitivity in Surface Dynamics Modeling
    Kettner, Albert J. / Syvitski, James P.M. et al. | 2016
    6
    Uncertainty quantification in modeling earth surface processes: more applicable for some types of models than for others
    Murray, A. Brad / Gasparini, Nicole M. / Goldstein, Evan B. / van der Wegen, Mick et al. | 2016
    10
    Formal representation of 3D structural geological models
    Wang, Zhangang / Qu, Honggang / Wu, Zixing / Yang, Hongjun / Du, Qunle et al. | 2016
    17
    Morphological impact of a storm can be predicted three days ahead
    Baart, F. / van Ormondt, M. / van Thiel de Vries, J.S.M. / van Koningsveld, M. et al. | 2015
    24
    Shelf sediment transport during hurricanes Katrina and Rita
    Xu, Kehui / Mickey, Rangley C. / Chen, Qin / Harris, Courtney K. / Hetland, Robert D. / Hu, Kelin / Wang, Jiaze et al. | 2015
    24
    FAME: Software for analysing rock microstructures
    Hammes, Daniel M. / Peternell, Mark et al. | 2016
    34
    Visualization and dissemination of global crustal models on virtual globes
    Zhu, Liang-feng / Pan, Xin / Sun, Jian-zhong et al. | 2016
    40
    Reprint of: A numerical investigation of fine sediment resuspension in the wave boundary layer—Uncertainties in particle inertia and hindered settling
    Cheng, Zhen / Yu, Xiao / Hsu, Tian-Jian / Balachandar, S. et al. | 2015
    41
    A fast two-step algorithm for invasion percolation with trapping
    Masson, Yder et al. | 2016
    49
    Gamra: Simple meshing for complex earthquakes
    Landry, Walter / Barbot, Sylvain et al. | 2016
    57
    Sensitivity of a third generation wave model to wind and boundary condition sources and model physics: A case study from the South Atlantic Ocean off Brazil coast
    Siadatmousavi, S. Mostafa / Jose, Felix / Miot da Silva, Graziela et al. | 2015
    64
    Improved triangular prism methods for fractal analysis of remotely sensed images
    Zhou, Yu / Fung, Tung / Leung, Yee et al. | 2016
    66
    Understanding hydrological flow paths in conceptual catchment models using uncertainty and sensitivity analysis
    Mockler, Eva M. / O’Loughlin, Fiachra E. / Bruen, Michael et al. | 2015
    78
    Reprint of: Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model
    Jefferson, Jennifer L. / Gilbert, James M. / Constantine, Paul G. / Maxwell, Reed M. et al. | 2015
    78
    Finding a needle by removing the haystack: A spatio-temporal normalization method for geophysical data
    Pavlidou, E. / van der Meijde, M. / van der Werff, H. / Hecker, C. et al. | 2016
    87
    An efficient variant of the Priority-Flood algorithm for filling depressions in raster digital elevation models
    Zhou, Guiyun / Sun, Zhongxuan / Fu, Suhua et al. | 2016
    90
    Hydrological model uncertainty due to spatial evapotranspiration estimation methods
    Yu, Xuan / Lamačová, Anna / Duffy, Christopher / Krám, Pavel / Hruška, Jakub et al. | 2015
    97
    SUPCRTBL: A revised and extended thermodynamic dataset and software package of SUPCRT92
    Zimmer, Kurt / Zhang, Yilun / Lu, Peng / Chen, Yanyan / Zhang, Guanru / Dalkilic, Mehmet / Zhu, Chen et al. | 2016
    102
    Multi-scale characterization of topographic anisotropy
    Roy, S.G. / Koons, P.O. / Osti, B. / Upton, P. / Tucker, G.E. et al. | 2015
    112
    Algorithms for extraction of structural attitudes from 3D outcrop models
    Duelis Viana, Camila / Endlein, Arthur / Ademar da Cruz Campanha, Ginaldo / Henrique Grohmann, Carlos et al. | 2016
    117
    Predicting uncertainty in sediment transport and landscape evolution – the influence of initial surface conditions
    Hancock, G.R. / Coulthard, T.J. / Lowry, J.B.C. et al. | 2015
    123
    Robust approximation of the Medial Axis Transform of LiDAR point clouds as a tool for visualisation
    Peters, Ravi / Ledoux, Hugo et al. | 2016
    131
    LORICA – A new model for linking landscape and soil profile evolution: Development and sensitivity analysis
    Temme, Arnaud J.A.M. / Vanwalleghem, Tom et al. | 2015
    134
    Stream Kriging: Incremental and recursive ordinary Kriging over spatiotemporal data streams
    Zhong, Xu / Kealy, Allison / Duckham, Matt et al. | 2016
    144
    A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions
    Yoon, Heesung / Hyun, Yunjung / Ha, Kyoochul / Lee, Kang-Kun / Kim, Gyoo-Bum et al. | 2016
    144
    First-order uncertainty analysis using Algorithmic Differentiation of morphodynamic models
    Villaret, Catherine / Kopmann, Rebekka / Wyncoll, David / Riehme, Jan / Merkel, Uwe / Naumann, Uwe et al. | 2015
    152
    Towards uncertainty quantification and parameter estimation for Earth system models in a component-based modeling framework
    Peckham, Scott D. / Kelbert, Anna / Hill, Mary C. / Hutton, Eric W.H. et al. | 2016
    156
    A 3D measurement of the offset in paleoseismological studies
    Ferrater, Marta / Echeverria, Anna / Masana, Eulàlia / Martínez-Díaz, José J. / Sharp, Warren D. et al. | 2016
    162
    Exploring temporal and functional synchronization in integrating models: A sensitivity analysis
    Belete, Getachew F. / Voinov, Alexey et al. | 2015
    164
    PHASS99: A software program for retrieving and decoding the radiometric ages of igneous rocks from the international database IGBADAT
    Al-Mishwat, Ali T. et al. | 2016
    170
    An algorithm for automatic detection and orientation estimation of planar structures in LiDAR-scanned outcrops
    Gomes, Robson K. / de Oliveira, Luiz P.L. / Gonzaga, Luiz Jr / Tognoli, Francisco M.W. / Veronez, Mauricio R. / de Souza, Marcelo K. et al. | 2016
    179
    Matched filtering method for separating magnetic anomaly using fractal model
    Chen, Guoxiong / Cheng, Qiuming / Zhang, Henglei et al. | 2016
    189
    A batch sliding window method for local singularity mapping and its application for geochemical anomaly identification
    Xiao, Fan / Chen, Zhijun / Chen, Jianguo / Zhou, Yongzhang et al. | 2015
    202
    Automating the selection of standard parallels for conic map projections
    Šavriǒ, Bojan / Jenny, Bernhard et al. | 2016
    213
    APASVO: A free software tool for automatic P-phase picking and event detection in seismic traces
    Romero, José Emilio / Titos, Manuel / Bueno, Ángel / Álvarez, Isaac / García, Luz / Torre, Ángel de la / Benítez, Ma Carmen et al. | 2016

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