five

FUTURIST_thermal_impact_prediction_ANNmodels_inputs

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NIAID Data Ecosystem2026-03-12 收录
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https://figshare.com/articles/dataset/Dataset_FUTURIST_development_dams_info_xlsx/14766870
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Trained FUTURIST ANN models on a global set of dams used to predict the likely thermal impact caused by dam on downstream rivers using readily available predictors. There are two separate models to be used for summer and winter seasons. Both the models use the same architecture, built using keras library. Ensure that the correct model is used for dams in northern or southern hemisphere with respect to the seasons. Spreadsheet on the selected dams for training and validating the FUTURIST framework and on the planned dams used for predicting their thermal impacts is also provided. The spreadsheet contains all the necessary inputs for simulating the FUTURIST framework along with the ancillary information on their location, periods of analysis, and other logistics.
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2021-06-11
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