Random Forest Classification of Multitemporal Landsat 8 Spectral Data and Phenology Metrics for Land Cover Mapping in the Sonoran and Mojave Deserts

Random Forest Classification of Multitemporal Landsat 8 Spectral Data and Phenology Metrics for Land Cover Mapping in the Sonoran and Mojave Deserts

Geospatial data and tools evolve as new technologies are developed and landscape change occurs over time. As a result, these data may become outdated and inadequate for supporting critical habitat-related work across the international boundary in the Sonoran and Mojave Deserts Bird Conservation Regi...

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Bibliographic Details
Main Authors: Madeline Melichar, Kamel Didan, Armando Barreto-Muñoz, Jennifer N. Duberstein, Eduardo Jiménez Hernández, Theresa Crimmins, Haiquan Li, Myles Traphagen, Kathryn A. Thomas, Pamela L. Nagler
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
land cover
phenology
Landsat time series
machine learning classification
desert vegetation
transboundary
Online Access:https://www.mdpi.com/2072-4292/15/5/1266

Internet

https://www.mdpi.com/2072-4292/15/5/1266

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