Soil color analysis based on a RGB camera and an artificial neural network towards smart irrigation: A pilot study

A Al-Naji, AB Fakhri, SK Gharghan, J Chahl - Heliyon, 2021 - cell.com
Irrigation operations in agriculture are one of the largest water consumers in the world, and it
has been increasing due to rising population and consequent increased demand for food …

A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks

MC Pegalajar, LGB Ruíz, M Sánchez-Marañón… - FUZZY sets and …, 2020 - Elsevier
Munsell soil-colour charts are widely used for soil classification. These charts contain 238
standardised colours in small rectangular chips arranged in seven charts and encoded in …

Determination of munsell soil colour using smartphones

SS Nodi, M Paul, N Robinson, L Wang, S Rehman - Sensors, 2023 - mdpi.com
Soil colour is one of the most important factors in agriculture for monitoring soil health and
determining its properties. For this purpose, Munsell soil colour charts are widely used by …

[HTML][HTML] Munsell Soil Colour Prediction from the Soil and Soil Colour Book Using Patching Method and Deep Learning Techniques

SS Nodi, M Paul, N Robinson, L Wang, S Rehman… - Sensors, 2025 - mdpi.com
Soil colour is a key indicator of soil health and the associated properties. In agriculture, soil
colour provides farmers and advises with a visual guide to interpret soil functions and …

[HTML][HTML] Developing a New Method of Transformation for Obtaining XYZ Color Values from RGB Images for Agricultural Applications

V Mohammadi, K Ansari, P Gouton, H Attig - Sensors, 2024 - mdpi.com
The extraction of device-independent color values from affordable and accessible digital
images based on a standard color space system is crucially necessary for agricultural …

Munsell Soil Colour Classification Using Smartphones through a Neuro-Based Multiclass Solution

MC Pegalajar, LGB Ruiz, D Criado-Ramón - AgriEngineering, 2023 - mdpi.com
Colour is a property widely used in many fields to extract information in several ways. In soil
science, colour provides information regarding the chemical and physical characteristics of …

[HTML][HTML] The transformation of RGB images to Munsell Soil-Color charts

M Solís, E Muñoz-Alvarado, MC Pegalajar - Uniciencia, 2022 - scielo.sa.cr
Resumen (Objetivo): La transformación del espacio de color RGB al de color Munsell es un
tema relevante para diferentes tareas como la identificación de: la taxonomía del suelo …

[HTML][HTML] Transformación de imágenes en RGB a tarjetas de color de suelo Munsell

M Solís, E Muñoz-Alvarado, MC Pegalajar - Uniciencia, 2022 - scielo.sa.cr
(Objetivo): La transformación del espacio de color RGB al de color Munsell es un tema
relevante para diferentes tareas como la identificación de: la taxonomía del suelo …

Munsell Soil Colour Classification Using Smartphones through a Neuro-Based Multiclass Solution

MDC Pegalajar Jiménez, LG Baca Ruiz - 2023 - digibug.ugr.es
Colour is a property widely used in many fields to extract information in several ways. In soil
science, colour provides information regarding the chemical and physical characteristics of …

[PDF][PDF] Soil Color Comparison Using Munsell Soil Color Chart and Calibrated Smartphone Camera

V Kautsar, K Faizah, AI Uktoro - researchgate.net
Soil color is a crucial property in soil fertility assessment and monitoring. However, the
subjective nature of the Munsell Soil Color Chart (MSCC) can lead to uncertainty in the …