CPC G01W 1/10 (2013.01) [G01W 1/06 (2013.01); G06F 30/27 (2020.01); G01W 2201/00 (2013.01); G01W 2203/00 (2013.01); G06N 20/00 (2019.01); H04W 4/021 (2013.01); Y02A 90/10 (2018.01)] | 17 Claims |
1. A method performed by at least one apparatus, said method comprising:
obtaining weather model data indicative of location-specific weather information for a first set of locations (26) on a first grid (28);
obtaining an area of interest (30) associated to at least one user (32);
obtaining and/or determining a second set of locations (34) based on a second grid (36) within said area of interest (30);
obtaining measurement data on location-specific weather information of a measurement device associated to said at least one user located at a measurement location (38) within and/or proximate to said area of interest (30);
determining, based at least partially on at least one machine learning process and on at least said obtained weather model data and said obtained measurement data, location-specific weather information for said second set of locations (34) based on said second grid (36);
obtaining and/or determining a third set of locations (40) based on a third grid (42) within said area of interest (30);
obtaining, based on at least one of a crop growth model and/or a crop growth measurement, surface topography data for at least one location within and/or proximate to said area of interest (30); and
determining, based at least partially on the at least one machine learning process and on said obtained surface topography data and said determined location-specific weather information for said second set of locations (34), location-specific weather information for said third set of locations (40) based on said third grid (42).
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