Invention Grant
- Patent Title: Analyzing operational data influencing crop yield and recommending operational changes
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Application No.: US17160928Application Date: 2021-01-28
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Publication No.: US11562486B2Publication Date: 2023-01-24
- Inventor: Cheng-en Guo , Wilson Zhao , Jie Yang , Zhiqiang Yuan , Elliott Grant
- Applicant: X Development LLC
- Applicant Address: US CA Mountain View
- Assignee: X Development LLC
- Current Assignee: X Development LLC
- Current Assignee Address: US CA Mountain View
- Agency: Gray Ice Higdon
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06V20/13 ; A01D41/127 ; G06T5/50 ; G06T7/143 ; G06N3/04 ; G06N3/08 ; G06Q10/04 ; G06Q50/02 ; G06V20/10

Abstract:
Implementations relate to diagnosis of crop yield predictions and/or crop yields at the field- and pixel-level. In various implementations, a first temporal sequence of high-elevation digital images may be obtained that captures a geographic area over a given time interval through a crop cycle of a first type of crop. Ground truth operational data generated through the given time interval and that influences a final crop yield of the first geographic area after the crop cycle may also be obtained. Based on these data, a ground truth-based crop yield prediction may be generated for the first geographic area at the crop cycle's end. Recommended operational change(s) may be identified based on distinct hypothetical crop yield prediction(s) for the first geographic area. Each distinct hypothetical crop yield prediction may be generated based on hypothetical operational data that includes altered data point(s) of the ground truth operational data.
Public/Granted literature
- US20210150717A1 ANALYZING OPERATIONAL DATA INFLUENCING CROP YIELD AND RECOMMENDING OPERATIONAL CHANGES Public/Granted day:2021-05-20
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