Implementing KNIME in a remote sensing study

Dear Knimers.

My name is Achraf. I am a land surveying and geomatics student and I’m currently preparing for my end-of-studies project. The project concerns the study of rangeland degradation by estimating biomass of a study area using time-series imagery (vegetation indices) and other data (sample terrain measurements of biomass, rainfall, temperature and DTM). I have learned that regression through machine learning or deep learning techniques can be great ways to estimate biomass. I have recently heard about KNIME and found the software to be really interesting since it’s an alternative to traditional coding. Is there a way to combine these data in KNIME and obtain biomass of the entire study area as the final output? Do I need to convert tiff images into another format for processing? I would really appreciate it if you could help me resolve this problem.

Best regards


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