2D and 3D sediment transport and flow model

The papers using machine-learning particularly deep-learning models in hydrological prediction (runoff, soil moisture, evapotranspiration, etc.) increase dramatically in recent years. In my viewpoint, these data-driven methods require substantial data to derive solid predictions. I am not sure what is the advantage of these models over the process-based models in predicting hydrological processes.

I am studying about Remote Sensing, especially the application of remote sensing in land use land cover classification. I have a little bit of experience in python programing and am looking for a good resource for learning Python for image classification of various image data. Can anyone give me such a good resource, please? Thanks in advance.

Best regards,

Duong.

I need time series river discharge data for rainfall runoff modelling. If I can get the location of those stations as long-lat it would be more helpful.

In compressible flows, would improvements based on the SST K-Epsilon turbulence model , such as the use of AI，be a more promising direction in engineering. ten or thirty years from now, will the most commonly used model be the Reynolds stress model or its deformation, or will DES be the most commonly used simulation method.

Dear Researchers

As well as Please guide me for the name of your favorite book on open channel flow for your research and academic activities

Cheers

Narges

Is it possible to model a sediment transport model in a channel with gated structure? When I try to do it, it gives me HDF error. But when i remove the gate, it seems to be working fine.

I am doing description of the Triassic carbonate description in terms of Diagenesis and facies analysis. where can I find the related paper or book? thanks for your recommendation

I'm working in the western ghats area. I need data like rainfall, temp, etc. Where can I download it from? I want to import it to a GIS platform.