公开(公告)号：US10963606B2

公开(公告)日：2021-03-30

申请号：US16714567

申请日：2019-12-13

Applicant: THE CLIMATE CORPORATION

Inventor： Jie Hu ,  Moslem Ladoni

IPC: G06F30/20 ,  G01V3/16 ,  G01V11/00 ,  G06N5/04 ,  A01B79/00 ,  G06N20/00 ,  G06N3/12

Abstract: In an embodiment, a computer-implemented method of selecting locations in a field for treatment sampling is disclosed. The method comprises receiving, by a processor, input data including a number T of treatments applied to a field, a number L of treatment locations for each treatment, a list of treatment polygons within the field, and a map for the field indicating one or more values of a set of design parameters corresponding to environment factors for each of a plurality of locations in the field. The method also comprises computing, by the processor, an environment class index for each of a group of locations in the list of treatment polygons based on the map; distributing the list of treatment polygons to the T treatments based on the computed indices; and selecting, for each of the T of treatments, L treatment locations from the group of locations in the treatment polygons distributed to the treatment. In addition, the method comprises causing display of information regarding the selected treatment locations.

公开(公告)号：US10990716B2

公开(公告)日：2021-04-27

申请号：US15729549

申请日：2017-10-10

Applicant: THE CLIMATE CORPORATION

Inventor： Jie Hu

IPC: G06F30/20 ,  G01V3/16 ,  G01V11/00 ,  G06N5/04 ,  A01B79/00 ,  G06N20/00 ,  G06N3/12

Abstract: In an embodiment, a computer-implemented method of selecting sampling locations in a field is disclosed. The method comprises receiving, by a processor, input data including a map for a management zone in a field indicating one or more values of a set of agricultural characteristics for each of a plurality of locations in the management zone. The method further comprises identifying, by the processor, a set of values for the set of agricultural characteristics for each of a group of locations in the management zone based on map. In addition, the method comprises normalizing a set of model values for the set of agricultural characteristics used by an agricultural modeling tool and the set of values of the set of agricultural characteristics for each of the group of locations in the management zone. The method also comprises selecting one of the group of locations as a sampling location based on the normalized set of model values, the normalized sets of values for the group of locations, and a first distance constraint related to a distance to a boundary of the management zone. Finally, the method comprises causing display of information regarding the selected location.

公开(公告)号：US10509872B2

公开(公告)日：2019-12-17

申请号：US15713507

申请日：2017-09-22

Applicant: THE CLIMATE CORPORATION

Inventor： Jie Hu ,  Moslem Ladoni

IPC: G06F17/50 ,  G01V11/00 ,  G06N5/04 ,  A01B79/00

Abstract: In an embodiment, a computer-implemented method of selecting locations in a field for treatment sampling is disclosed. The method comprises receiving, by a processor, input data including a number T of treatments applied to a field, a number L of treatment locations for each treatment, a list of treatment polygons within the field, and a map for the field indicating one or more values of a set of design parameters corresponding to environment factors for each of a plurality of locations in the field. The method also comprises computing, by the processor, an environment class index for each of a group of locations in the list of treatment polygons based on the map; distributing the list of treatment polygons to the T treatments based on the computed indices; and selecting, for each of the T of treatments, L treatment locations from the group of locations in the treatment polygons distributed to the treatment. In addition, the method comprises causing display of information regarding the selected treatment locations.