HAITAO XIANG,NICK CISEK,NICK KOSHNICK,XIANYUAN YANG
申请号:
BR20181105893
公开号:
BR112018005893(A2)
申请日:
2016.09.20
申请国别(地区):
巴西
年份:
2018
代理人:
摘要:
A method for determining national crop yields during the growing season using regional agricultural data is provided. In an embodiment, determining national crop yields during the growing season may be accomplished using a server computer system that receives, via a network, agricultural data records that are used to forecast a national crop yield for a particular year. Within the server computer system an agricultural time series module receives one or more agricultural data records that represent a type of covariate data value related to plants at a specific geo-location at a specific time. The agricultural time series module then aggregates the agricultural data records to create one or more geo-specific time series that represent a specific geo-location over a specified time. The agricultural time series module creates one or more aggregated time series that represent geographic areas from a subset of the one or more geo-specific time series. A crop yield estimating module selects a representative feature