Method / resourcemodel-written summary

A self-organizing map method gave more consistent crop yield classes across years than fuzzy k means.

A claim from Spatial and temporal variability of soil fertility in relation to crop yield zones on hummocky terrain · 2002

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

A self-organizing map method gave more consistent crop yield classes across years than fuzzy k means.

Taxon
cropt0
Outcome
consistent classese3
Comparator
fuzzy k meanse3

Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentSettingDirectionValueQualifier

Verbatim

t0

“crop yield zones on hummocky terrain”

✓ located verbatim in the source · title, characters 66–102
e3

“Although fuzzy k means commonly used for classification of crop yield and soil properties, a method based on self-organizing maps provided consistent classes when compared across years”

✓ located verbatim in the source · abstract, characters 1342–1526

Title

Spatial and temporal variability of soil fertility in relation to crop yield zones on hummocky terrain

A. Moulin; D. A. Derksen; Debra L. McLaren; et al. 2002

Other claims from this paper (3)

Record rev-58c2cce0c98ece943a553978c98c8908b43f846fbc05cb43e1b09e0e0e0ecbb0 · schema claims-v0.9 · position 3 in the model’s answer