Apr 10, 2025 · Here we introduce an online Python tool based on ARIMA (Autoregressive Integrated Moving Average) to predict streamflow or runoff events for any location around the world.

runoff = np.array([1,4,5,6,7,8,9]) precipitation = np.array([4,5,6,7,3,3,7]) The precipitation array should come from the top as bars. The runoff as line on the bottom part of the plot.

Nov 2, 2016 · We can use `matplotlib` to plot the example results: ```python from matplotlib import pyplot x = flood_hydrograph[:, 0] y = flood_hydrograph[:, 1] pyplot.plot(x, y, 'k') pyplot.plot(x, y, 'bo') pyplot.title(r'Flood Hydrograph from Example 16-1') pyplot.xlabel(r'Time ($hr$)') pyplot.ylabel(r'Discharge ($\frac{ft^{3}}{s}$)') pyplot.show() ```

RoGeR, Runoff Generation Research, is a process-based hydrological model that can be applied from plot to catchment scale. RoGeR is written in pure Python, which facilitates model setup and model workflows.

Python implementation of MISDc rainfall-runoff model (with examples and data) The code name is "MILc_2.py" as it is the lumped version of the code (1 soil layer) Brocca, L., Zhao, W., Lu, H. (2023). High-resolution observations from space to address new applications in hydrology.

Mar 17, 2025 · RoGeR, Runoff Generation Research, is a process-based hydrological model that can be applied from plot to catchment scale. RoGeR is written in pure Python, which facilitates model setup and model workflows.

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

Jul 2, 2024 · Simulation of direct precipitation events over a surface is important to assess the impacted areas and manage disaster situations. Response to precipitation is evaluated over cells in a 2D model and runoff is routed to the stream networks. Landlab is a Python library for a variety of surface process

After installation, the functions from the python package can be imported by: This imports all the functions that you might need for your hydrologrical analysis. The functions are described below. The sepBaseflow function separates a time-series into baseflow and peakflow. Fills missing flow records by interpolation.

ggplot is a plotting system for Python based on R's ggplot2 and the Grammar of Graphics. It is built for making profressional looking, plots quickly with minimal code. An impressive tour of Python possibilities in this field is given by “Regress to Impress”