Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data-Reference-Cited by-同舟云学术

Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data

Published:2022-01 Issue:2 Volume:69 Page:1072-1086
ISSN:0273-1177
Container-title:Advances in Space Research
language:en
Short-container-title:Advances in Space Research

Author:

Aksoy Samet^ORCID,Yildirim Aylin^ORCID,Gorji Taha,Hamzehpour Nikou,Tanik Aysegul,Sertel Elif^ORCID

Publisher

Elsevier BV

Subject

Space and Planetary Science,Aerospace Engineering,General Earth and Planetary Sciences,Atmospheric Science,Geophysics,Astronomy and Astrophysics

Reference62 articles.

1. Parcel-level identification of crop types using different classification algorithms and multi-resolution imagery in Southeastern Turkey;Alganci;Photogramm. Eng. Remote Sens.,2013

2. Soil salinity mapping and monitoring in arid and semi-arid regions using remote sensing technology: a review;Allbed;Adv. Remote Sens.,2013

3. Monitoring and assessing waterlogged and salt-affected areas in the Eastern Nile Delta region, Egypt, using remotely sensed multi-temporal data and GIS;Arnous;J. Coastal Conservation,2015

4. Soil salinity mapping using multitemporal landsat data;Azabdaftari;Int. Arch. Photogrammetry, Remote Sens. Spatial Information Sci.,2016

5. Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance;Baig;Remote Sens. Lett.,2014

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