http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2022124963-A1
Outgoing Links
| Predicate | Object |
|---|---|
| assignee | http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_27e1ea5f65e8f958e48f1a9d53fdbb45 |
| classificationCPCAdditional | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A01B79-005 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L9-50 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01N33-24 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06Q2220-00 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L2209-38 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L2209-805 |
| classificationCPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L9-50 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06Q50-02 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2148 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L63-12 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06Q10-06395 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06Q10-067 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-188 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-6257 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L9-3236 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06K9-00657 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V10-82 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/A01B79-005 |
| classificationIPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-00 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-62 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/A01B79-00 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/H04L9-32 |
| filingDate | 2021-10-26-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor | http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_964e6304f87794427becc580976a6590 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_85e2ea155216b31913d159e0d8a0d093 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_ee0432c2b0516e2d4915d00459a26c04 |
| publicationDate | 2022-04-28-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber | US-2022124963-A1 |
| titleOfInvention | Systems, methods, and apparatuses for implementing automated data modeling and scaling of a soil health data fabric |
| abstract | In accordance with embodiments disclosed herein, there are provided herein systems, methods, and apparatuses for implementing automated data modeling and scaling of a soil health data fabric. For example, there is disclosed in accordance with a particular embodiment, a specially configured system having: a memory to store instructions; a processor to execute instructions stored in the memory; and stored logic within the memory that, when executed by the processor, causes the processor to perform operations including: compiling data measurements from disparate soil health data sources at a plurality of training data sites into a blockchain repository; integrating the data measurements with one or more of: (i) a plurality of baseline soil samples, and (ii) satellite imagery related to the plurality of training data sites to correlate soil health; training an AI algorithm using the integrated data measurements to determine most accurate local soil quality estimates; executing the AI algorithm to output a plurality of soil quality estimate data models are based on the data measurements, in which the plurality of local soil quality data models are based on pre-determined soil quality indicators; training the local soil quality estimate data models by comparing the local soil quality estimate data models to the plurality of soil samples; refining the local soil quality estimate data models via feedback processing to generate a regional soil quality estimate data model, in which the feedback processing applies transfer learning and feedback using additional data and comparison to the plurality of soil samples; scaling the local and regional soil quality estimate data models; and outputting soil quality estimates for a target region based on extended satellite imager. Other related embodiments are disclosed. |
| isCitedBy | http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-115824870-A http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2023306441-A1 |
| priorityDate | 2020-10-26-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type | http://data.epo.org/linked-data/def/patent/Publication |
Incoming Links
Total number of triples: 170.