Extraction and Spatiotemporal Analysis of Rubber Plantations on Hainan Island, China (1990–2023) Using Phenological and Multivariate Remote Sensing Features

Extraction and Spatiotemporal Analysis of Rubber Plantations on Hainan Island, China (1990–2023) Using Phenological and Multivariate Remote Sensing Features

Rubber is an economically significant crop, yet large–scale monitoring of its distribution remains challenging due to the limitations of traditional field surveys. Remote sensing combined with machine learning offers a scalable solution, though research integrating phenological traits and...

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Bibliographic Details
Main Authors: Donghua Wang, Huichun Ye, Yanan You, Chaojia Nie, Jingjing Wang, Jingjuan Liao, Bingsun Wu, Lixia Shen, Dailiang Peng
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Agricultural remote sensing
Hainan Island
random forest
rubber
temporal and spatial changes
Online Access:https://ieeexplore.ieee.org/document/11082444/
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