Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A decision tree algorithm was developed to classify the surface soil frozen/thad status based on the microwave emission and scattering characteristics of the frozen/thad soil, and the cluster analysis of samples from the frozen soil, the thad soil, the desert and the snow. The decision tree works with five SSM/I channels (19V, 19H, 22V, 37V, 85V) and three dominant indices, including the scattering index, the 37 GHz vertical polarization brightness temperature and the 19 GHz polarization difference. The algorithm also takes the scattering effect of the desert and the precipitation into consideration. The classification results validated by the 4 cm-depth soil temperature and the Map of the Geocryological Regionalization and Classification in China shod satisfied accuracy.
['Rui Jin', 'Xin Li']
I am writing a research paper on a idea A Decision Tree Algorithm for Freeze/Thaw Classification of Surface Soil Using SSM/I
[{"from": "human", "value": "I am writing a research paper on a idea A Decision Tree Algorithm for Freeze/Thaw Classification of Surface Soil Using SSM/I"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A decision tree algorithm was developed to classify the surface soil frozen/thad status based on the microwave emission and scattering characteristics of the frozen/thad soil, and the cluster analysis of samples from the frozen soil, the thad soil, the desert and the snow. The decision tree works with five SSM/I channels (19V, 19H, 22V, 37V, 85V) and three dominant indices, including the scattering index, the 37 GHz vertical polarization brightness temperature and the 19 GHz polarization difference. The algorithm also takes the scattering effect of the desert and the precipitation into consideration. The classification results validated by the 4 cm-depth soil temperature and the Map of the Geocryological Regionalization and Classification in China shod satisfied accuracy."}]