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;...
| Main Authors: | , , |
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| Format: | Patent |
| Published: |
2012
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| Online Access: | http://psasir.upm.edu.my/id/eprint/33059/ |
| _version_ | 1848847385083510784 |
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| author | Mohamed Shariff, Abdul Rashid Zolfagharnassab, Shahrzad Bejo, Siti Khairunniza |
| author_facet | Mohamed Shariff, Abdul Rashid Zolfagharnassab, Shahrzad Bejo, Siti Khairunniza |
| author_sort | Mohamed Shariff, Abdul Rashid |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T09:17:46Z |
| format | Patent |
| id | upm-33059 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T09:17:46Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-330592014-12-23T06:09:26Z http://psasir.upm.edu.my/id/eprint/33059/ A method for producing a soil nutrient map with reduced number of soil sample Mohamed Shariff, Abdul Rashid Zolfagharnassab, Shahrzad Bejo, Siti Khairunniza 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. 2012-02-15 Patent NonPeerReviewed Abdul Rashid Mohamed Sharif (2012) A method for producing a soil nutrient map with reduced number of soil sample. PI2012000684. |
| spellingShingle | Mohamed Shariff, Abdul Rashid Zolfagharnassab, Shahrzad Bejo, Siti Khairunniza A method for producing a soil nutrient map with reduced number of soil sample |
| title | A method for producing a soil nutrient map with reduced number of soil sample |
| title_full | A method for producing a soil nutrient map with reduced number of soil sample |
| title_fullStr | A method for producing a soil nutrient map with reduced number of soil sample |
| title_full_unstemmed | A method for producing a soil nutrient map with reduced number of soil sample |
| title_short | A method for producing a soil nutrient map with reduced number of soil sample |
| title_sort | method for producing a soil nutrient map with reduced number of soil sample |
| url | http://psasir.upm.edu.my/id/eprint/33059/ |