IP Library Granted Patent US 12,601,728
Granted Patent B2
US 12,601,728 · App. 18/398,750 · Granted Apr 14, 2026

Precision farming system with scaled soil characteristics

Inventors: Maria Mooshammer (El Cerrito, CA); Sheng-Yang Matthew Goh (San Francisco, CA); David C. Stone (San Francisco, CA); Tyler Barnum (Redwood City, CA); Patrick L. Dumstorff (Chicago, IL); Ronald O. Zink (Mercer Island, WA); Poornima Parameswaran (Menlo Park, CA)
Assignee: MIRATERRA INC.
G01N33/24A01B79/005G01N33/243G01N33/245
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Quick Facts
Patent No.
US 12,601,728
App. No.
18/398,750
Granted
Apr 14, 2026
Kind
B2
Abstract

A method of indicating a characteristic of a soil sample of a field includes measuring a co-factor in the soil sample and using the co-factor to place the soil sample in a soil sample group. The characteristic of the soil sample is measured and then is scaled based on the soil sample group. The scaled measure is displayed to better represent the characteristic of the soil sample relative to soil samples of the sample group.

Claims (21)

1 . A method of indicating a characteristic of a soil sample of a field, the method comprising:

measuring a co-factor in the soil sample;

using the co-factor to place the soil sample in a soil sample group;

measuring the characteristic of the soil sample, the characteristic of the soil sample comprising a phosphorus storage capacity of the soil sample, and the phosphorus storage capacity of the soil sample is determined using the amount of phosphorus, aluminum, and calcium in the soil sample;

scaling the measured characteristic based on the soil sample group the soil sample is placed into to form a scaled measure;

displaying the scaled measure to better represent the characteristic of the soil sample relative to soil samples of the soil sample group.

2 . The method of claim 1 wherein the co-factor comprises a pH of the soil sample.

3 . The method of claim 1 wherein the co-factor comprises a phosphorus content of the soil sample.

4 . The method of claim 1 wherein the co-factor comprises a plurality of co-factors and wherein the plurality of co-factors are used to select the soil sample group.

5 . The method of claim 1 wherein the characteristic of the soil sample further comprises a biologic function of the soil sample.

6 . The method of claim 1 , further comprising determining a biologic measure of the soil sample relative to soil samples in the soil sample group.

7 . The method of claim 6 , wherein the biologic measure comprises a mineralization function measure.

8 . The method of claim 6 , wherein the biologic measure comprises a solubilization function measure.

9 . The method of claim 6 , wherein the biologic measure comprises a combination of a solubilization function measure and a mineralization function measure.

10 . A method comprising:

using a pH of a soil sample to select a group of soil samples;

measuring a characteristic of the soil sample to produce a measured value, the characteristic of the soil sample comprising a phosphorus storage capacity of the soil sample, and the phosphorus storage capacity of the soil sample is determined using the amount of phosphorus, aluminum, and calcium in the soil sample;

scaling the measured value based on measured values determined for soil samples in the group of soil samples to form a scaled value;

displaying the scaled value instead of the measured value so as to improve a precision farming system.

11 . The method of claim 10 wherein the characteristic further comprises a phosphorus mineralization function.

12 . The method of claim 10 wherein the characteristic further comprises a phosphorus solubilization function.

Assignments (3)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 11, 2025
From: MOOSHAMMER, MARIA; GOH, SHENG-YANG MATTHEW; STONE, DAVID C.; BARNUM, TYLER; DUMSTORFF, PATRICK L.; ZINK, RONALD O.; PARAMESWARAN, POORNIMA
To: TRACE GENOMICS, INC.
Reel/Frame 071683/0432 →
NUNC PRO TUNC ASSIGNMENT Recorded Jun 18, 2025
From: TRACE GENOMICS, INC.
To: TRACE GENOMICS ABC
Reel/Frame 071453/0501 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 18, 2025
From: TRACE GENOMICS ABC
To: MIRATERRA INC.
Reel/Frame 071453/0532 →
Continuity (2)
Division 17677403 · Feb 22, 2022
Related Publication 20240125758A1 · Apr 18, 2024
References Cited (22)
US 10762982B1 · Wu et al. · 2020 [cited by applicant]
US 11385215B2 · Hartman · 2022 [cited by examiner]
US 11899006B2 · Mooshammer · 2024 [cited by examiner]
US 20150284810A1 · Knight et al. · 2015 [cited by applicant]
US 20170090006A1 · Kumar et al. · 2017 [cited by applicant]
US 20170090068A1 · Xiang et al. · 2017 [cited by applicant]
US 20190227046A1 · Parameswaran et al. · 2019 [cited by applicant]
US 20200005166A1 · Reich et al. · 2020 [cited by applicant]
US 20210112705A1 · Coolidge et al. · 2021 [cited by applicant]
US 20220189588A1 · Song et al. · 2022 [cited by applicant]
US 20230123300A1 · McGlade et al. · 2023 [cited by applicant]
US 20230266295A1 · Mooshammer et al. · 2023 [cited by applicant]
JP 2016180599A · 2016 [cited by examiner]
WO 2016000072A1 · 2016 [cited by applicant]
JP-2016180599-A, English Translation (Year: 2016). [cited by examiner]
Andrews et al., The soil management assessment framework: A quantitative soil quality evaluation method, Soil Science Society of America Journal, vol. 68, pp. 1945-1962, 2004. [cited by applicant]
Dari et al., Consistency of the threshold phosphorus saturation ratio across a wide geographic range of acid soils, Agrosystems, Geosciences & Environment, vol. 1, pp. 1-8, 2018. [cited by applicant]
Devine et al., A regional soil classification framework to improve soil health diagnosis and management, Soil Science of Society of America Journal, vol. 85.2, pp. 361-378, 2021. [cited by applicant]
Fine et al., Statistics, scoring functions, and regional analysis of a comprehensive soil health database, Soil Science Society of America Journal, vol. 81, pp. 589-601, 2017. [cited by applicant]
Nair et al., A capacity factor as an alternative to soil test phosphorus in phosphorus risk assessments, New Zealand Journal of Agricultural Research, vol. 47, Issue 4, pp. 491-497, 2004. [cited by applicant]
Sims et al., Evaluation of Mehlich 3 as an Agri-Environmental Soil Phosphorus Test for the Mid-Atlantic, United States of America, Soil Science Society of America Journal, vol. 66, pp. 2016-2032, 2002. [cited by applicant]
Prosecution history of corresponding U.S. Appl. No. 17/677,403 including: Notice of Allowanced dated Oct. 2, 2023, Amendment dated Sep. 13, 2023 and Office Action dated Jun. 13, 2023, 25 pages. [cited by applicant]