A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion-Reference-Cited by-同舟云学术

A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion

Published:2022-01 Issue: Volume:804 Page:150187
ISSN:0048-9697
Container-title:Science of The Total Environment
language:en
Short-container-title:Science of The Total Environment

Author:

Nguyen Thu Thuy,Pham Tien Dat,Nguyen Chi Trung,Delfos Jacob,Archibald Robert,Dang Kinh Bac,Hoang Ngoc Bich,Guo Wenshan,Ngo Huu Hao

Publisher

Elsevier BV

Subject

Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering

Reference58 articles.

1. UAS-based soil carbon mapping using VIS-NIR (480–1000nm) multi-spectral imaging: potential and limitations;Aldana-Jague;Geoderma,2016

2. Remote sensing techniques for soil organic carbon estimation: a review;Angelopoulou;Remote Sens.,2019

3. Random forests;Breiman;Mach. Learn.,2001

4. Evaluation of the potential of the current and forthcoming multispectral and hyperspectral imagers to estimate soil texture and organic carbon;Castaldi;Remote Sens. Environ.,2016

5. Evaluating the capability of the sentinel 2 data for soil organic carbon prediction in croplands;Castaldi;ISPRS J. Photogramm. Remote Sens.,2019

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