Map** invasive alien plant species with very high spatial resolution and multi-date satellite imagery using object-based and machine learning techniques: A …

F Nininahazwe, J Théau, G Marc Antoine… - GIScience & Remote …, 2023 - Taylor & Francis
Invasive alien plant species (IAPS) have negative impacts on ecosystems, including the loss
of biodiversity and the alteration of ecosystem functions. The strategy for mitigating these …

Capacity and capability of remote sensing to inform invasive plant species management in the Pacific Islands region

CMH Chan, CJ Owers, S Fuller… - Conservation …, 2024 - Wiley Online Library
Abstract The Pacific Islands region is home to several of the world's biodiversity hotspots, yet
its unique flora and fauna are under threat because of biological invasions. These invasions …

Map** Lantana camara and Leucaena leucocephala in Protected Areas of Pakistan: A Geo-Spatial Approach

IM Iqbal, H Balzter, A Shabbir - Remote Sensing, 2023 - mdpi.com
Invasive alien plants are considered as one of the major causes of loss of native biodiversity
around the world. Remote sensing provides an opportunity to identify and map native and …

Upward range shift of a dominant alpine shrub related to 50 years of snow cover change

S Zong, JJ Lembrechts, H Du, HS He, Z Wu, M Li… - Remote Sensing of …, 2022 - Elsevier
Pronounced climate warming has resulted in a significant reduction of snow cover extent, as
well as poleward and upslope shifts of shrubs in Arctic and alpine ecosystems. However, it is …

Map** invasive plant species with hyperspectral data based on iterative accuracy assessment techniques

A Sabat-Tomala, E Raczko, B Zagajewski - Remote Sensing, 2021 - mdpi.com
Recent developments in computer hardware made it possible to assess the viability of
permutation-based approaches in image classification. Such approaches sample a …

[HTML][HTML] High-resolution map** of tree species and associated uncertainty by combining aerial remote sensing data and convolutional neural networks ensemble

JD Sylvain, G Drolet, É Thiffault, F Anctil - International Journal of Applied …, 2024 - Elsevier
Map** tree species diversity is essential for monitoring and managing forest ecosystems.
Automating ecoforestry map** using remote sensing images remains an important …

Applicability of phenological indices for map** of understory invasive species using machine learning algorithms

KI Bhaveshkumar, LK Sharma, RK Verma - Biological Invasions, 2024 - Springer
Forests provide crucial ecosystem services and are increasingly threatened by invasive
plant species. The spread of these invasive species has affected biodiversity and has …

[PDF][PDF] Advances in Remote Sensing and Machine Learning Methods for Invasive Plants Study: A Comprehensive Review

MM Zaka, A Samat - Remote Sensing, 2024 - researchgate.net
This paper provides a comprehensive review of advancements in the detection; evaluation;
and management of invasive plant species (IPS) using diverse remote sensing (RS) …

[HTML][HTML] Spatial Patterns of Frangula alnus (Rosales: Rhamnaceae): Implications for Invasive Plant Management

J Greenleaf, R Karimzadeh, YL Park - Biology, 2023 - mdpi.com
Simple Summary Glossy buckthorn (Frangula alnus)(Rosales: Rhamnaceae) is an invasive
shrub from Europe, threatening native vegetation in open and disturbed habitats. To …

The essence of acquisition time of airborne hyperspectral and on-ground reference data for classification of highly invasive annual vine Echinocystis lobata (Michx.) …

D Kopeć, A Zakrzewska… - GIScience & Remote …, 2023 - Taylor & Francis
Invasive alien species are one of the biggest threats to biodiversity today. Identifying their
locations are mandatory parts of the strategies being developed to control them. Remote …