How long does it take "not knowing" about groundwater modeling

A groundwater flow model is in fact a numerical construction that tries to represent the groundwater flow regime of a certain place with the relevant physical process conceptualized as boundary conditions. So we as humans, capable of developing machine learning algorithms and smartphones, tend to think that building and running a groundwater model is a natural process that will require us to follow certain steps and it would be completed in a certain time. 

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Tupac Cloud T.7: How to download your Tupac Cloud project and run it locally with Python and Flopy

Tupac Cloud is based on Python and Flopy and every project can be downloaded to your machine for special analysis, furter Modflow 6 feature implementation, machine learning based calibration, or just because a local backup copy is required. This tutorial shows the complete procedure to download a Tupac Cloud project, the executable implementation, the scripts to run the flopy code and well as a description of the different files and folders from a model project.

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Tupac Cloud T.6: Transient simulation of tunnel interaction with the groundwater flow regime

This is an applied example of the impact trough time of a tunnel over the regional groundwater flow regime. The model has 5 stress periods with two variants of the drain (DRN) package implemented in Tupac Cloud. The tutorial covers all steps from model construction, boundary condition setup, model run and output data analysis.

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Tupac Cloud T.5: Groundwater modeling of a construction site dewatering with well and trenches

Applied case for the evaluation of a drainage schema on a construction site with Tupac Cloud. The model has three stress periods where the drainage schema starts with well pumping for 10 days and trench drainage with pumping for another 10 days. Results from the water balance were analyzed as well as the final distribution of head on the proposed construction site.

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Tupac Cloud T.4: Transient simulation of the trench excavation impact on a coastal aquifer

Local scale modeling of a 4 stage trench excavation on a coastal aquifer. The main objective of this modeling work is assessing the impact of the excavation on the nearby groundwater flow regime. The modeling work was done entirely with the tools, charts and tables from Tupac Cloud.

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Tupac Cloud T.3: Regional groundwater modeling with recharge, drains and evapotranspiration

Applied example of a regional model of a andean basins with boundary conditions of recharge (RCH), drain (DRN) and evapotranspiration (EVT). The groundwater model has confined and convertible layers with steady state and transient stress periods. The tutorial covers all steps of model construction, model simulation and model output analysis with the different online tools of Tupac Cloud.

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Tupac Cloud T.2: Improved 2D head visualization in Tupac Cloud

Lastest developement in Tupac Cloud for the representation of head as contours and color grid. Both representations have a colorbar and title related to selected layer. Objects as boundary conditions and model mesh can be represented on the plots.

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Tupac Cloud Tutorial 1: River - aquifer interaction groundwater modeling with voronoi mesh

Our first tutorial of voronoi mesh groundwater modeling with Tupac Cloud. The study case deals with the river - aquifer interaction with wells and general head boundaries. The model has confined and convertible layer and two stress periods (steady and transient). The model is run on the platform with a view of the Modflow simulation report. Water budgets and heads are analyzed on different tables, plots and maps.

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Tupac Cloud Beta Tutorial 3: 3D voronoi model mesh generation as Vtk

From the latest developments in our codes, MF6 and Flopy we have created tools in Tupac Cloud for 3d mesh generation as Vtk files. This is an applied example of this functionality based on a dataset for river - aquifer interaction where the resulting Vtk are plotted on Paraview.

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Introducing Tupac Cloud: An online tool for groundwater modeling

Tupac Cloud is our developing online groundwater modeling platform. Models on Tupac Cloud are based on Voronoi meshes and constructed in MODFLOW 6 DISV from Flopy scripts. The whole project will have lot of tools and integrations with QGIS and Paraview, this is just an example of mesh generation for an applied case of river aquifer interaction.

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What's new on the ModelMuse version 5.1? Released on Nov 15, 2022

Over the last decade Model Muse has been on the most complete and open source pre and post processing tools for groundwater modeling with Modflow. Latest developements on Model Muse are related to the implementation of new tools in MODFLOW 6, but there are also enhacements related to previous MODFLOW versions, PHAST and Sutra. The most relevant changes on this version are:

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How to create quadtree refinements for MODFLOW 6 models from multiple shapefiles - Tutorials

Quadtree refinements are available for Modflow 6 models in the latest versions of Model Muse. This tool can be inplemented for many spatial objects as points, lines or polygons where you can specify the refinement level for each layer separately. We have done an applied case of mesh refinement of a regional model where the river network, observation points and tunnel aligment were defined as refinement objects.

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How to do a massive Modflow 6 transient model updated from a spreadsheet (*.xlsx) file - Tutorial

Setting up information for several stress periods on normal GUIs tools can be an exhausting since it implies opening/formatting/filling/closing many charts manually. This task becomes more complicated if the model needs to be updated every given time. We wanted to develop a case where a steady state model can be updated to a transient model from data of a spreadsheet file.

This tutorial cover the implementation of a transient model of a river/well/aquifer interaction where the number of stress periods, the length of stress periods, time steps, multiplier, steady/transient mode, pumping rate, river stage and output mode are updated from a excel (.xlsx) file. The tutorial is divided into 3 steps where each part shows sequential parts of this model transformation.

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3D visualization of voronoi gridded models with Model Viewer for Modflow 6 - Tutorial

Model Viewer for Modflow 6 was launched in April 2022 and it is a version of Model Viewer customized to display the features, grid and results of MODFLOW 6 models. We have done an applied case for the visualization of a MODFLOW 6 DISV model that has a voronoi mesh. The tutorial covers the steps to visualize the model grid lines, grid shell, isosurfaces, color grid, flow directions among other visualization options.

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Interactive cross section generator for a voronoi gridded Modflow 6 model - Tutorial

We are allways on the research of new visualization tools for groundwater models and that would imply the review of different apis, codes and backends. This time we have done an applied example for the interactive generation of cross section from a Modflow 6 model with a voronoi mesh on a Jupyter notebook. The cross section shows the model grid, head distribution as a color grid and contours and its generated from the line delineation over the 2d view of the model grid. The code can be easily adapted to any Modflow model by editing the Python and Flopy code.

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Regional groundwater Modflow 6 model with Voronoi Mesh - Tutorial

We have developed a version of our Angascancha basin case study that runs on MODFLOW 6 with discretized by vertices (DISV). The model implements a Voronoi mesh that is generated from the basin boundary and river network and the refinement levels are defined by a minimum and maximum cell size together with determined refinement steps. The tutorial is complete in all the steps involving the model discretization, construction, simulation and visualization.

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Geospatial representation drone camera coordinates with Python and Folium - Tutorial

If you have a set of drone imagery and you want to know the location and direction of the camera, this tutorial might be interesting for you. We have done an applied example that retrieves the geospatial metadata from the drone camera for a group of images and makes a geostapatial repretacion on a map with the image name available as popup. The tutorial is done under a Jupyter notebook with Python and Folium.

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Are hydrogeologists / numerical modelers forbidden from cloud services?

In the semantic space the forbidden word is related to refuse to allow, and thus can create a controversy with the freedom of hydrogeologist / numerical modelers to choose whichever tool that can make the work done or the simulation run. However we as specialists in one part of the dynamics of the subsurface are conscious that solutions can not and must not be evaluated by single criteria.

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River-Well-Aquifer Geospatial Groundwater Flow Model with Voronoi Mesh - Tutorial

This is an applied example of a fully geospatial groundwater flow model with the MODFLOW 6 Disv discretized by vertices option. Model was constructed with Python and Flopy from a series of shapefiles and it has a progressive refinement for well and river boundary conditions. Regional flow has been simulated as a General Head Boundary and plotting options were developed for the grid and model output representation on areal view and cross section.

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Geospatial Python class to extract vertices inside a polygon - Tutorial

We have to redefine the way we do our geospatial analysis. It is not enough to know the "tool" but to master the "process" if we want to provide spatial solutions for the always bigger geospatial data available. We have done a simple process of extracting vertices from polygons, lines and points inside a polygon in Python, but not a simple and declarative script but as a Python class.

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