Using remote sensing to characterize riparian vegetation: A review of available tools and perspectives for managers

L Huylenbroeck, M Laslier, S Dufour, B Georges… - Journal of environmental …, 2020 - Elsevier
Riparian vegetation is a central component of the hydrosystem. As such, it is often subject to
management practices that aim to influence its ecological, hydraulic or hydrological …

A framework to integrate innovations in invasion science for proactive management

CB van Rees, BK Hand, SC Carter… - Biological …, 2022 - Wiley Online Library
Invasive alien species (IAS) are a rising threat to biodiversity, national security, and regional
economies, with impacts in the hundreds of billions of US dollars annually. Proactive or …

UAV and machine learning based refinement of a satellite-driven vegetation index for precision agriculture

V Mazzia, L Comba, A Khaliq, M Chiaberge, P Gay - Sensors, 2020 - mdpi.com
Precision agriculture is considered to be a fundamental approach in pursuing a low-input,
high-efficiency, and sustainable kind of agriculture when performing site-specific …

[HTML][HTML] A novel UAV-based approach for biomass prediction and grassland structure assessment in coastal meadows

MV Peciña, TF Bergamo, RD Ward, CB Joyce… - Ecological Indicators, 2021 - Elsevier
Coastal meadows provide a wide range of ecosystem services worldwide. In order to better
target conservation efforts in these ecosystems, it is necessary to develop highly accurate …

Monitoring invasive plant species using hyperspectral remote sensing data

L Papp, B Van Leeuwen, P Szilassi, Z Tobak… - Land, 2021 - mdpi.com
The species richness and biodiversity of vegetation in Hungary are increasingly threatened
by invasive plant species brought in from other continents and foreign ecosystems. These …

Map** Invasive Phragmites australis in the Old Woman Creek Estuary Using UAV Remote Sensing and Machine Learning Classifiers

T Abeysinghe, A Simic Milas, K Arend, B Hohman… - Remote Sensing, 2019 - mdpi.com
Unmanned aerial vehicles (UAV) are increasingly used for spatiotemporal monitoring of
invasive plants in coastal wetlands. Early identification of invasive species is necessary in …

Phenology-based classification of invasive annual grasses to the species level

PJ Weisberg, TE Dilts, JA Greenberg… - Remote Sensing of …, 2021 - Elsevier
The ability to detect and map invasive plants to the species level, both at high resolution and
over large extents, is essential for their targeted management. Yet development of such …

[HTML][HTML] Map** the fractional coverage of the invasive shrub Ulex europaeus with multi-temporal Sentinel-2 imagery utilizing UAV orthoimages and a new spatial …

T Gränzig, FE Fassnacht, B Kleinschmit… - International Journal of …, 2021 - Elsevier
Map** the occurrence patterns of invasive plant species and understanding their invasion
dynamics is a crucial requirement for preventing further spread to so far unaffected regions …

Pattern to process, research to practice: remote sensing of plant invasions

J Müllerová, G Brundu, A Große-Stoltenberg… - Biological …, 2023 - Springer
Processes that drive plant invasions play out across multiple spatial and temporal scales.
Understanding individual steps along the introduction-naturalization-invasion continuum …

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 …