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Predicting soil texture from smartphone-captured digital images and an application

  • Published:2020-10 Issue: Volume:376 Page:114562
  • ISSN:0016-7061
  • Container-title:Geoderma
  • language:en
  • Short-container-title:Geoderma

Author:

Swetha R.K.,Bende Prajwal,Singh Kabeer,Gorthi Srikanth,Biswas Asim,Li Bin,Weindorf David C.,Chakraborty Somsubhra

Funder

Ministry of Human Resource Development

Texas Tech University

Publisher

Elsevier BV

Subject

Soil Science

Reference45 articles.

1. Digital RGB photography and visible-range spectroscopy for soil composition analysis;Aitkenhead;Geoderma,2018

2. Automated soil physical parameter assessment using smartphone and digital camera imagery;Aitkenhead;J. Imag.,2016

3. The role of soil-forming processes in the definition of taxa in Soil Taxonomy and the World Soil Reference Base;Bockheim;Geoderma,2000

4. Random forests;Breiman;Machine Learning,2001

5. A Unified Multi-scAle Deep ConvolutionAl NeurAl Network for FAst Object Detection;Cai,2016
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