Byungho Kang for Esurf

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Trained CNN, Coastal Imagery Dataset, and Manual Labels for Flooding Detection Aug 16, 2023 Kang, Byungho, 2023, "Trained CNN, Coastal Imagery Dataset, and Manual Labels for Flooding Detection", https://doi.org/10.18738/T8/TJPQA0, Texas Data Repository, V2 The data set encompasses the trained CNN based on ResNet-18, along with the image dataset and the manual labels, as described in "Stochastic Properties of Coastal Flooding Events – Part 1: CNN-based Semantic Segmentation for Water Detection" (https://doi.org/10.5194/egusphere-202...
Time Series Data and Preprocessing Code for Coastal Flooding Probabilistic Analysis Aug 14, 2023 Kang, Byungho, 2023, "Time Series Data and Preprocessing Code for Coastal Flooding Probabilistic Analysis", https://doi.org/10.18738/T8/FLGDS0, Texas Data Repository, V1, UNF:6:jxXJSCUh3umjOBXK/Z1f0Q== [fileUNF] The time series data, obtained through CNN prediction, along with the associated preprocessing code, are detailed in "Stochastic Properties of Coastal Flooding Events – Part 2: Probabilistic Analysis" (https://doi.org/10.5194/egusphere-2023-238).

Trained CNN, Coastal Imagery Dataset, and Manual Labels for Flooding Detection

Aug 16, 2023

Kang, Byungho, 2023, "Trained CNN, Coastal Imagery Dataset, and Manual Labels for Flooding Detection", https://doi.org/10.18738/T8/TJPQA0, Texas Data Repository, V2

The data set encompasses the trained CNN based on ResNet-18, along with the image dataset and the manual labels, as described in "Stochastic Properties of Coastal Flooding Events – Part 1: CNN-based Semantic Segmentation for Water Detection" (https://doi.org/10.5194/egusphere-202...

Time Series Data and Preprocessing Code for Coastal Flooding Probabilistic Analysis

Aug 14, 2023

Kang, Byungho, 2023, "Time Series Data and Preprocessing Code for Coastal Flooding Probabilistic Analysis", https://doi.org/10.18738/T8/FLGDS0, Texas Data Repository, V1, UNF:6:jxXJSCUh3umjOBXK/Z1f0Q== [fileUNF]

The time series data, obtained through CNN prediction, along with the associated preprocessing code, are detailed in "Stochastic Properties of Coastal Flooding Events – Part 2: Probabilistic Analysis" (https://doi.org/10.5194/egusphere-2023-238).

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