Hello Dear scientific community, im currently working on a project, I want to apply AI methods for groundwater potential zone prediction. However I am still stuck in the database construction for model input. I have selected the groundwater factors, I have the wells data but I don't know how to use it as input. If someone is familiar with this subject, Please advice me
Thank you,
You can use ArcGIS or QGIS utilizing Daar-Zarouk parameters to developed models that can portry the zones of interest in your study area.
You will need geological maps and faults, rock types and their permeability, soil, and slope maps, and all of this must be entered into an interactive geographical information system.
Hello Mohammed,
We have worked on this same subject in several countries. I attach the links to our work in the hope that it may be useful to you.
-https://hess.copernicus.org/articles/26/221/2022/
-Article Delineation of groundwater potential zones by means of ensem...
-Article Multiclass spatial predictions of borehole yield in southern...
-Article Mapping Groundwater Potential Through an Ensemble of Big Data Methods
Hello dear Mohammed,
Similar research was undertaken in Morocco's Atlas Mountains a year ago. Please feel free to contact me: [email protected]
Article Spatial Prediction of Groundwater Potentiality in Large Semi...
My paper might give you some ideas:
IC Perez Hoyos, NY Krakauer, R Khanbilvardi (2015), Random forest for identification and characterization of groundwater dependent ecosystems, in Water Resources Management VIII (Ed. CA Brebbia) (WIT Transactions on Ecology and The Environment, Vol. 196), WIT Press, doi: 10.2495/WRM150081
- Badges
- Science topic