Remote sensing of plant functional types

SL Ustin, JA Gamon - New Phytologist, 2010 - Wiley Online Library
Conceptually, plant functional types represent a classification scheme between species and
broad vegetation types. Historically, these were based on physiological, structural and/or …

Hyperspectral imaging applications in agriculture and agro-food product quality and safety control: A review

LM Dale, A Thewis, C Boudry, I Rotar… - Applied Spectroscopy …, 2013 - Taylor & Francis
In this review, various applications of near-infrared hyperspectral imaging (NIR-HSI) in
agriculture and in the quality control of agro-food products are presented. NIR-HSI is an …

UAV lidar and hyperspectral fusion for forest monitoring in the southwestern USA

T Sankey, J Donager, J McVay, JB Sankey - Remote Sensing of …, 2017 - Elsevier
Forest vegetation classification and structure measurements are fundamental steps for
planning, monitoring, and evaluating large-scale forest changes including restoration …

Mapping invasive plants using hyperspectral imagery and Breiman Cutler classifications (RandomForest)

RL Lawrence, SD Wood, RL Sheley - Remote Sensing of Environment, 2006 - Elsevier
Invasive nonindigenous plants are threatening the biological integrity of North American
rangelands, as well as the economies that are supported by those ecosystems. Spatial …

Remote detection of invasive plants: a review of spectral, textural and phenological approaches

BA Bradley - Biological invasions, 2014 - Springer
Remote sensing image analysis is increasingly being used as a tool for mapping invasive
plant species. Resulting distribution maps can be used to target management of early …

UAV hyperspectral and lidar data and their fusion for arid and semi‐arid land vegetation monitoring

TT Sankey, J McVay, TL Swetnam… - Remote Sensing in …, 2018 - Wiley Online Library
Unmanned aerial vehicles (UAV s) provide a new research tool to obtain high spatial and
temporal resolution imagery at a reduced cost. Rapid advances in miniature sensor …

Above ground biomass estimation in an African tropical forest with lidar and hyperspectral data

GV Laurin, Q Chen, JA Lindsell, DA Coomes… - ISPRS Journal of …, 2014 - Elsevier
The estimation of above ground biomass in forests is critical for carbon cycle modeling and
climate change mitigation programs. Small footprint lidar provides accurate biomass …

Applications of remote sensing to alien invasive plant studies

C Huang, GP Asner - Sensors, 2009 - mdpi.com
Biological invasions can affect ecosystems across a wide spectrum of bioclimatic conditions.
Therefore, it is often important to systematically monitor the spread of species over a broad …

Multi-temporal wheat disease detection by multi-spectral remote sensing

J Franke, G Menz - Precision Agriculture, 2007 - Springer
For the implementation of site-specific fungicide applications, the spatio-temporal dynamics
of crop diseases must be well known. Remote sensing can be a useful tool to monitor the …

Identification of invasive vegetation using hyperspectral remote sensing in the California Delta ecosystem

EL Hestir, S Khanna, ME Andrew, MJ Santos… - Remote Sensing of …, 2008 - Elsevier
Estuaries are among the most invaded ecosystems on the planet. Such invasions have led
in part, to the formation of a massive $1 billion restoration effort in California's Sacramento …