Unfortunately, we don't have standard and open landslide inventory data as a benchmark for landslide studies. That is the main reason why landslide research is not progressing well especially susceptibility modelling.

Hi Sohaib,

First, for the inventory maps you should collect data from the field. Then after all geospatial analysis, needed to create the landslide susceptibility mapping, you should run some machine learning-based solutions to find the relations between influential factors and the actual possibility of landslides. This can be done either with WEKA or Matlab.

https://pdfs.semanticscholar.org/1349/4a2037208963587825628792690b534dd9a8.pdf

you can contact the authors for help!!!

Unfortunately, we don't have standard and open landslide inventory data as a benchmark for landslide studies. That is the main reason why landslide research is not progressing well especially susceptibility modelling.

Dear Hossein Moayedi

first thank you for your contribution to my question

I already have all these data, and i performed several landslides ML using Matlab.

But I am looking for benchmark data-set for comparisons.

Dear Saadane Rachid

thank you so much for this robust paper. it is really can help me if i got the data-set

Dear Dr. Maher Al-Zuhairi

Yes unfortunately

even I sent to several researcher to compare with their datasets, but no real collaboration.

hopefully soon will find it.

thank you so much

It's not machine learning, but it can be useful

http://iplhq.org/ls-world-report-on-landslide/

Thank you Igor Fomenko

Dear Sohaib,

It is difficult to find a complete and an open-source inventory dataset for landslide so you should collect such data from different sources including agencies and prepare it to be used by a machine learning algorithm.

All the best

Dear Ali

thank you for contribution. Unfortunately, i am not able to find the required data set yet. I will try to camper different data-sets from different environments as you recommended.

Regards

https://data.world/datasets/landslide

https://www.bgs.ac.uk/products/geohazards/landslide.html

I think if you have enough data, you can take it to train and test data for achieved to complete your search.