Identification of soil type in Pakistan using remote sensing and machine learning

Identification of soil type in Pakistan using remote sensing and machine learning

Soil study plays a significant role in the cultivation of crops. To increase the productivity of any crop, one must know the soil type and properties of that soil. The conventional soil type identification, grid sampling and hydrometer method require expert intervention, more time and extensive labo...

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Bibliographic Details
Main Authors: Yasin Ul Haq, Muhammad Shahbaz, HM Shahzad Asif, Ali Al-Laith, Wesam Alsabban, Muhammad Haris Aziz
Format: Article
Language:English
Published: PeerJ Inc. 2022-10-01
Series:PeerJ Computer Science
Subjects:
Remote sensing
Spectral signatures
Digital soil mapping
Soil type
Random forest
Online Access:https://peerj.com/articles/cs-1109.pdf

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