A method for producing a soil nutrient map with reduced number of soil sample
The present invention relates to a method for producing a soil nutrient map using reduced number of soil sample required to be taken in a geographical region, characterized by the steps of: obtaining a first database comprising data of a plurality of soil samples taken from the geographical region;...
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| Main Authors: | , , |
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| Format: | Patent |
| Published: |
2012
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| Online Access: | http://psasir.upm.edu.my/id/eprint/33059/ |
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| Summary: | The present invention relates to a method for producing a soil nutrient map using reduced number of soil sample required to be taken in a geographical region, characterized by the steps of: obtaining a first database comprising data of a plurality of soil samples taken from the geographical region; supplying the first database to an artificial neural network for training, validating and testing said artificial neural network; providing an input of the plurality of soil samples to the trained artificial neural network, wherein said trained artificial neural network evaluates the input and outputs a second database of virtual soil samples representing non-sampled area of the geographical region; and forming the soil nutrient map from the first database and the second database. |
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