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Mass appraisal of land values using random forest with spatial restriction
(2020)
The advancement of computational software and machine learning practice has facilitated enhanced uptake of mass appraisal methodologies for price modelling and prediction of land value. Since the characteristics of properties ...
Incomplete milkings in automatic milking systems
(2019)
Automatic milking systems (AMS) rely on voluntary and distributed attendance of cows to the dairy facility throughout lactation. This generates variation in milking intervals (MI), defined as the period of time that elapses ...
Addressing alternative approaches for spatial modeling of herbicide retention in soil
(2019)
Glyphosate retention coefficient (Kd) is modeled as function of soil variables, from a regional sampling, using: Ordinary and Partial Least Square regression, Random Forest, Generalized Boosted regression (GB), and Bayesian ...
Two step procedure to model site specific herbicide soil persistence
(2020)
Soil herbicide persistence is the length of time the herbicide molecule remains active in soil and it is crucial to describe risks of diffuse contamination in agriculture. Persistence is characterized by ?half-life?, which ...