GIS data and juptyer Notebook for Random Forest models for soybean Sudden Death Syndrome (SDS)
收藏Mendeley Data2024-01-31 更新2024-06-30 收录
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https://iastate.figshare.com/articles/GIS_data_and_juptyer_Notebook_for_Random_Forest_models_for_soybean_Sudden_Death_Syndrome_SDS_/11356430/1
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资源简介：
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.Preview for jupyter notebook: preview of a jupyter (Python 3) notebook that demonstrates the use of Random forest classifier using the GIS data.
GIS_data_and_jupyter_python_notebook.zip：用于基于随机森林模型构建SDS的相关数据。内含一个ArcGIS Pro工程文件，包含在爱荷华州布恩市马斯顿农场采集的示例数据，以及该区域2016、2017和2018年的裁剪版Planet Scope四波段影像。Jupyter Notebook预览文件：该预览文件为适配Python 3环境的Jupyter Notebook，演示了如何利用地理信息系统（Geographic Information System, GIS）数据运行随机森林分类器（Random Forest Classifier）
创建时间：
2024-01-31
