http://rdf.ncbi.nlm.nih.gov/pubchem/patent/AU-2016365336-A1
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filingDate | 2016-12-01-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
inventor | http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_83e96bf12016f03618f3c8aa8592233c http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_f5af35eef64ef4e68dd00c649c0dcc78 |
publicationDate | 2018-06-28-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
publicationNumber | AU-2016365336-A1 |
titleOfInvention | Forecasting field level crop yield during a growing season |
abstract | A method for predicting field specific crop yield recommendations. A server computer system receives over a network, digital agricultural data records, including remotely sensed spectral properties of plants and soil moisture records. The computer system aggregates the digital records to create and store geo-specific time series over a specified time. The computer system selects representative features from the geo-specific time series and creates, for each specific geographic area, a covariate matrix comprising the representative features. The computer system assigns a probability value to a component group in a set of parameter component groups, where each component group includes regression coefficients calculated from a probability distribution. The computer system generates the probability distributions used to determine the regression coefficients, the probability distribution used to generate the error term is defined with a mean parameter set at zero and a variance parameter set to a field specific bias coefficient. |
priorityDate | 2015-12-02-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
type | http://data.epo.org/linked-data/def/patent/Publication |
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isDiscussedBy | http://rdf.ncbi.nlm.nih.gov/pubchem/substance/SID419556970 http://rdf.ncbi.nlm.nih.gov/pubchem/compound/CID947 |
Total number of triples: 24.