can we use landsat 8 data for crop classification and crop yield estimation of rice and sugarcane
Please check these useful PDF attachments.
https://landsat.usgs.gov/sites/default/files/documents/Johnson_EROS_LST.pdf
https://mendelnet.cz/pdfs/mnt/2016/01/14.pdf
https://geog.umd.edu/sites/geog.umd.edu/files/pubs/skakun_et_al_2017_cropyield_aims_geosci_0.pdf
Yes ! You can do it through decision tree classification by using Ndvi value of individual crop.
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