10.25380/iastate.11356430.v1 Chris Harding Chris Harding Muhammad Raza Muhammad Raza GIS data and juptyer Notebook for Random Forest models for soybean Sudden Death Syndrome (SDS) Iowa State University 2019 Soybean Sudden Death Syndrom SDS Random Forest Modeling Machine Learning ArcGIS Remote Sensing Planet Scope Python Jupyter Notebook Agricultural Spatial Analysis and Modelling Agricultural Systems Analysis and Modelling Horticultural Crop Growth and Development Horticultural Crop Protection (Pests, Diseases and Weeds) 2019-12-12 22:16:20 Dataset https://iastate.figshare.com/articles/dataset/GIS_data_and_juptyer_Notebook_for_Random_Forest_models_for_soybean_Sudden_Death_Syndrome_SDS_/11356430 <div>GIS_data_and_jupyter_python_notebook.zip: Data for Modeling SDS via Random Forest Models. Contains a ArcGIS Pro project with example data collected at Marston Farm (Boone, IA) and cropped Planet scope 4-band imagery of the area for 2016, 2017 and 2018.</div><div>Preview for jupyter notebook: preview of a jupyter (Python 3) notebook that demonstrates the use of Random forest classifier using the GIS data.<br></div>