Remote sensing and invasive plants in coastal ecosystems: what we know so far and future prospects

P Villalobos Perna, M Di Febbraro, ML Carranza… - Land, 2023 - mdpi.com
Coastal environments are highly threatened by invasive alien plants (IAP), and Remote
Sensing (RS) may offer a sound support for IAP detection and map**. There is still a need …

Early detection of invasive exotic trees using UAV and manned aircraft multispectral and LiDAR Data

JP Dash, MS Watt, TSH Paul, J Morgenroth… - Remote Sensing, 2019 - mdpi.com
Exotic conifers can provide significant ecosystem services, but in some environments, they
have become invasive and threaten indigenous ecosystems. In New Zealand, this …

Map** the flowering of an invasive plant using unmanned aerial vehicles: is there potential for biocontrol monitoring?

NC De Sa, P Castro, S Carvalho, E Marchante… - Frontiers in plant …, 2018 - frontiersin.org
Invasion by alien species is a worldwide phenomenon with negative consequences at both
natural and production areas. Acacia longifolia is an invasive shrub/small tree well known …

UAV and a deep convolutional neural network for monitoring invasive alien plants in the wild

W Qian, Y Huang, Q Liu, W Fan, Z Sun, H Dong… - … and Electronics in …, 2020 - Elsevier
Invasive alien plants (IAPs) are considered to be among the greatest global threats to
biodiversity and ecosystems. Timely and effective monitoring is important for their prevention …

Map** an Invasive Plant Spartina alterniflora by Combining an Ensemble One-Class Classification Algorithm with a Phenological NDVI Time-Series Analysis …

X Liu, H Liu, P Datta, J Frey, B Koch - Remote Sensing, 2020 - mdpi.com
Spartina alterniflora (S. alterniflora) is one of the worst plant invaders in the coastal wetlands
of China. Accurate and repeatable map** of S. alterniflora invasion is essential to develop …

[HTML][HTML] Ailanthus altissima map** from multi-temporal very high resolution satellite images

C Tarantino, F Casella, M Adamo, R Lucas… - ISPRS Journal of …, 2019 - Elsevier
This study presents the results of multi-seasonal WorldView-2 (WV-2) satellite images
classification for the map** of Ailanthus altissima (A. altissima), an invasive plant species …

A novel invasive plant detection approach using time series images from unmanned aerial systems based on convolutional and recurrent neural networks

Y Guo, Y Zhao, TA Rothfus, AS Avalos - Neural Computing and …, 2022 - Springer
Accurate identification of invasive plants (IPs) is critical for the preservation of natural
ecosystems. Unmanned Aerial Systems (UAS) offer an efficient method of monitoring IPs in …

Can citizen science data guide the surveillance of invasive plants? A model-based test with Acacia trees in Portugal

N César de Sá, H Marchante, E Marchante… - Biological …, 2019 - Springer
With the rapid expansion of invasive alien plants (IAPs), accurate and timely distribution data
is increasingly critical to successful management. However, it is not easy for researchers …

[HTML][HTML] YOLO-IAPs: A Rapid Detection Method for Invasive Alien Plants in the Wild Based on Improved YOLOv9

Y Huang, H Huang, F Qin, Y Chen, J Zou, B Liu, Z Li… - Agriculture, 2024 - mdpi.com
Invasive alien plants (IAPs) present a significant threat to ecosystems and agricultural
production, necessitating rigorous monitoring and detection for effective management and …

Managing an invasive tree in coastal dunes: The importance of follow-up treatments to improve the recovery of protected habitats

LN Duarte, E Marchante, H Marchante - Frontiers in Environmental …, 2023 - frontiersin.org
Conservation of biodiversity in protected areas is often threatened by invasive alien plants
(IAPs), and its successful management requires proper planning, resources, and monitoring …