Probabilistic coastal wetland mapping with integration of optical, SAR and hydro-geomorphic data through stacking ensemble machine learning model-Reference-Cited by-同舟云学术

Probabilistic coastal wetland mapping with integration of optical, SAR and hydro-geomorphic data through stacking ensemble machine learning model

Published:2023-11 Issue: Volume:77 Page:102273
ISSN:1574-9541
Container-title:Ecological Informatics
language:en
Short-container-title:Ecological Informatics

Author:

Prasad Pankaj,Loveson Victor Joseph,Kotha Mahender

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computer Science Applications,Ecological Modeling,Modeling and Simulation,Ecology,Ecology, Evolution, Behavior and Systematics

Reference113 articles.

1. Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data;Abdi;GIScience & Remote Sens.,2020

2. Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review;Adam;Wetl. Ecol. Manag.,2010

3. A simple and robust wetland classification approach by using optical indices, unsupervised and supervised machine learning algorithms;Ahmed;Rem. Sens. Applicat. Soc. Environ.,2021

4. Spectral analysis of wetlands using multi-source optical satellite imagery;Amani;ISPRS J. Photogramm. Remote Sens.,2018

5. Water Table Detection with Ground-Penetrating Radar;Annan,1991

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