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>