Paper · 1999 · Journal of Agricultural and Applied Economics

Risk Management Potential of Precision Farming Technologies

J. Lowenberg-DeBoer

2
claims
2
verbatim quotes
61
citations
2
research areas
✓
Open access

Abstract

Abstract Initial ideas on risk management uses of precision agricultural technology focused on site-specific treatment of problem areas to reduce the probability of low yields and returns. Recent discussions deal with sensor and remote-sensing information to improve marketing and “as applied maps” as trace-back mechanisms to manage liability. A theoretical model is presented that suggests that there are plausible circumstances under which precision farming can reduce temporal yield variability. Empirical evidence from an on-farm trial of site-specific P&K management in the Eastern Cornbelt supports the hypothesis that precision farming can have risk-reducing benefits.

Abstract from the paper’s OpenAlex record, shown for indexing and research. Copyright remains with the authors or the publisher. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 2

Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

A theoretical model suggests precision farming can reduce temporal yield variability under plausible circumstances.

Treatment
precision farminge0
Outcome
temporal yield variabilitye0
Direction
reducee0
Qualifier
plausible circumstancese0

Not reportedTaxonComparator

Verbatim

e0

“A theoretical model is presented that suggests that there are plausible circumstances under which precision farming can reduce temporal yield variability.”

✓ located verbatim in the source · abstract, characters 345–499 · show in text ↑
Intervention effectauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

An on-farm trial supported risk reduction from site-specific phosphorus and potassium management.

Treatment
site-specific P&K managemente0
Outcome
risk-reducing benefitse0
Direction
risk-reducinge0
Setting
Eastern Cornbelte0

Not reportedTaxonComparator

Verbatim

e0

“Empirical evidence from an on-farm trial of site-specific P&K management in the Eastern Cornbelt supports the hypothesis that precision farming can have risk-reducing benefits.”

✓ located verbatim in the source · abstract, characters 500–676 · show in text ↑