Multiple Downscaling and Bias Correction Techniques for Global Climatic Models GCMs CMIP5 and CMIP6

Linear Scaling Downscaling
Delta Change Correction
Precipitation Local Intensity Scaling
Power Transformation of Precipitation
Distribution Mapping Downscaling for precipitation and Temperature
NETCDF Downscaling
Bias Correction
Hydrological Modeling
CMIP5
CMIP6
Global Climatic Models
NC files
Netcdf Data Extraction
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[rathnakumarv]

Sir few doubts here,
1. the historical data and future data of GCM is taken for which location? generally GCM data is downloaded for a particular grid point. in this video which location GCM data has been downloaded?
2.where can I get the mathematical details (technical document of CMhyd) how the downscaling calculations will be done for various methods, because that details have to be explained in case of thesis submission.

could you please help ?!

[yangyang]

Hi Haroon, thank you so much for the video. Is it possible for you to show us how to do a cmip6 downscaling and bias correction using R? Thanks.

[smurfk]

Can you please make a video to downscale the data and preprocessing to GRACE data for Groundwater storage and water table calculations?

[ahmedal-budeiri]

Thanks for this great video
Can we correct bias for the monthly data

[yaoli]

Very informative tutorial. I am a little confused about the downscaling and bias correction? Is this software performed these two processes or only bias correction? Can you do another video about downscaling of GCM? Thanks so much.

[animeshkhadka]

Do this software works for downscaling and biascorrection of the CMIP6 dataset?

[PRANJOLCHAKRABORTY]

can u please give a tutorial for temperature as well?

[Qbert-iqte]

Which folder contains the bias corrected, observed and historical raw values of a parameter.

[vdo]

Thank you for you presentation! How can I correct 400 point of global data by using five observation data average it may wind, Rf, Temperature, RH and SD!!? Note csv or excel file format

[mesfinmelaku]

great work engineer, but can you brief on CORDEX cmip6 data please?

[aquibumar]

Good evening, sir how we predict climate change scenario using Bais CMIP6 model data.

[fetenemuluken]

Its very good vido.Thank you. How can I do QM in R studio?

[ikennaonyekwelu]

Nice video. Please can I downscale with this software for crop modeling application?

[hafsamuzammal]

I taken historical data 1951 to 2014, observe data is 1971 to 2014 and future data is 2015 to 2100 . I am facing difficulty in when i am used linear scaling, power transformation, local intensity it shows data 1951 to 2100 ..bhut delta change its extraction the file to much missing data .how can solve it

[nimanemati]

Thanks about ur good tutorial, but here i got a question about "if our data (both observed and GCM) is monthly and that is not daily data, is this possible to use this software for monthly data?

[NirmalKumar-nkuv]

Is this possible to use CMIP6 with CMhyd ?

[mohammedkareem]

welcome
Please how do we choose the best model
How do we evaluate climate models? And we choose the best one

[kimmytoure]

Hello
This video is very helpful ! Thank you for this
Im usine text files format to do the biais corrections
When I try to upload them into the CmHyd it doesnt recognize them
Do you have any explaination ?

[belayzegeye]

Is this Bias correction or downscaling? If it is downscaling, where is the changed resolution.? How could you change the coarser resolution of the GCM into a fine resolution?

[nananialezatos]

Is this software provides the bias correction method using quantile mapping?