optimize_lsu: Optmize LSUs
In mppalves/GSTools: Grass Tools

Description Usage Arguments Value Author(s) Examples

View source: R/optimize_lsu.R

Optimize LSU for each cell using a neural net model.

1 2	Optimize_LSU(test_data, model, min_Lsu, max_Lsu, col_means, col_stddevs, range)

`test_data`	Generated test data object, for mode details see generate_test_data
`model`	.h5 saved keras model
`min_Lsu`	lower boundary for constrained optmization
`max_Lsu`	upper boundary for constrained optmization
`col_means`	Center attributes from scaled training data of the model used in the parameter model. Example: train_data <- scale(train_data) col_means_train_harvest <- attr(train_data, "scaled:center")
`col_stddevs`	Scale attributes from scaled training data of the model used in the parameter model.
`range`	Cell interval to be optmized

Vector of optimized LSUs per grid cell

Marcos Alves mppalves@gmail.com

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Optimize_LSU(test_data, ML_model_harvest,min_Lsu = -2, max_Lsu = 2,
                       col_means_train_harvest,col_stddevs_train_harvest,
                       range = 28415:28416)