Model selection and timing of acquisition date impacts classification accuracy: A case study using hyperspectral imaging to detect white pine blister rust over time

Agriculture & Biology

• blister rust 100%
• case studies 55%
• image analysis 54%
• dates (fruit) 52%
• artificial intelligence 9%
• testing 8%
• Pinus strobiformis 7%
• rust diseases 5%
• support vector machines 5%

Earth & Environmental Sciences

• rust disease 83%
• pine 56%
• machine learning 13%
• ranking 12%
• seedling 6%
• support vector machine 6%

Engineering & Materials Science

• Hyperspectral imaging 96%
• Testing 13%
• Machine learning 9%
• Extrapolation 7%
• Support vector machines 5%