Analysis of images of soil aggregates and development of a mobile application to quantify the structural state of the soil

Marc-Olivier Gasser, researcher

Marc-Olivier Gasser

Researcher, agr., Ph.D.

418 643-2380
ext 650

Contact Marc-Olivier Gasser
Catherine Bossé, Project Manager – Pedology

Catherine Bossé

Project Manager – Pedology, agr.

418 643-2380
ext 405

Contact Catherine Bossé

Eduardo Chavez

Contact Eduardo Chavez

Description

The analysis of images of soil aggregates with a mobile application would facilitate the field assessment of the structural state of the soil or its physical quality depending on the soil type. The physical (porosity, size, angle, color) and geometric characteristics of the soil aggregates photographed as part of the Study of the state of health of agricultural soils in Quebec (EESSAQ) will first be identified to reveal the state structural of soils. The other physical properties and characteristics measured in the laboratory as well as the morphological descriptions of the soil profile reported by the sampling team will be used as training variables to develop an artificial intelligence image recognition model. In parallel and prior to this work, a monitoring committee including various expertise from MAPAQ and AAC will be consulted to supervise the work and define the scope of the application. An analysis of similar or complementary tools will also be carried out to optimize the reach of the mobile application developed.

Objective(s)

Using available AI tools, this project will explore the potential of images of disintegrated soil to reveal its structural state or physical quality to ultimately develop a smartphone application capable of analyzing and evaluating in the field the physical quality of a soil profile.

The project aims more specifically to:

  1. Identify the physical and geometric characteristics of soil aggregates allowing the structural state of the soil to be judged.
  2. Develop a free mobile application allowing agricultural producers and advisors to identify, quickly and easily during field visits, the nature and physical condition of their soils.

From 2020 to 2023

Project duration

Field crops

Activity areas

Soil health

Service

Partners

Ministère de l'Agriculture, des Pêcheries et de l'Alimentation du Québec  |  UQÀM

This may interest you

2014-2017 • Field crops

Development of cover crop techniques and their adaptation to the Estrie region

IRDA was in charge of conducting the economic analysis for this project carried out by Club agroenvironnemental de l’Estrie (CAE Estrie).

Researcher: Luc Belzile

Read more about the project

2018-2022 • Field crops

Biological control of cabbage seedpod weevil in the Prairies – Economic Analysis

The goal of the project is to improve biological methods for controlling the cabbage seedpod weevil in canola crops. In this project, initiated by Agriculture and Agri-Food Canada and conducted in Québec by UQAM, IRDA is performing an economic analysis of the practices under study.

Researcher: Luc Belzile

Read more about the project

2018-2020 • Field crops

A study on synchronizing the supply of n from green manure in order to reduce or replace the use of swine slurry as a fertilizer for post-emergent corn, in the context of the transition to organic farming

This project’s main goal is to demonstrate how to satisfy most of the requirements of a strongly N-dependent crop by improving N-supply synchronization, while protecting the farmers’ prior year revenue-generating window.

Researcher: Christine Landry

Read more about the project

Christine Landry
F