The parcel that you evaluated on Pat Israel appears to be ag related and possibly farmland that is unimproved. Its possible that Pat Israel lives in Spearville and it appears that her taxes on her residence has increased every year for the past 5 years. Sophy street?
http://www.ford.kansasgov.com/tax/Ta...&tract=SVC0368