Optical vegetation indices for monitoring terrestrial ecosystems globally

Y Zeng, D Hao, A Huete, B Dechant, J Berry… - Nature Reviews Earth & …, 2022 - nature.com
Vegetation indices (VIs), which describe remotely sensed vegetation properties such as
photosynthetic activity and canopy structure, are widely used to study vegetation dynamics …

Integrating remote sensing with ecology and evolution to advance biodiversity conservation

J Cavender-Bares, FD Schneider, MJ Santos… - Nature Ecology & …, 2022 - nature.com
Remote sensing has transformed the monitoring of life on Earth by revealing spatial and
temporal dimensions of biological diversity through structural, compositional and functional …

NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms

K Cawse-Nicholson, PA Townsend, D Schimel… - Remote sensing of …, 2021 - Elsevier
Abstract The 2017–2027 National Academies' Decadal Survey, Thriving on Our Changing
Planet, recommended Surface Biology and Geology (SBG) as a “Designated Targeted …

Foliar functional traits from imaging spectroscopy across biomes in eastern North America

Z Wang, A Chlus, R Geygan, Z Ye, T Zheng… - New …, 2020 - Wiley Online Library
Foliar functional traits are widely used to characterize leaf and canopy properties that drive
ecosystem processes and to infer physiological processes in Earth system models. Imaging …

UAVs as remote sensing platforms in plant ecology: review of applications and challenges

Z Sun, X Wang, Z Wang, L Yang, Y **e… - Journal of Plant …, 2021 - academic.oup.com
Abstract Aims Unmanned aerial vehicles (UAVs), ie drones, have recently emerged as cost-
effective and flexible tools for acquiring remote sensing data with fine spatial and temporal …

Climate change effects on pathogen emergence: Artificial intelligence to translate big data for mitigation

KA Garrett, DP Bebber, BA Etherton… - Annual Review of …, 2022 - annualreviews.org
Plant pathology has developed a wide range of concepts and tools for improving plant
disease management, including models for understanding and responding to new risks from …

Hyperspectral measurements enable pre-symptomatic detection and differentiation of contrasting physiological effects of late blight and early blight in potato

KM Gold, PA Townsend, A Chlus, I Herrmann… - Remote Sensing, 2020 - mdpi.com
In-vivo foliar spectroscopy, also known as contact hyperspectral reflectance, enables rapid
and non-destructive characterization of plant physiological status. This can be used to …

From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data

E Cherif, H Feilhauer, K Berger, PD Dao… - Remote Sensing of …, 2023 - Elsevier
Large-scale information on several vegetation properties ('plant traits') is critical to assess
ecosystem functioning, functional diversity and their role in the Earth system. Hyperspectral …

Spatial resolution, spectral metrics and biomass are key aspects in estimating plant species richness from spectral diversity in species‐rich grasslands

C Rossi, M Kneubühler, M Schütz… - Remote Sensing in …, 2022 - Wiley Online Library
Increasing evidence suggests that remotely sensed spectral diversity is linked to plant
species richness. However, a conflicting spectral diversity–biodiversity relationship in …

Field spectroscopy of canopy nitrogen concentration in temperate grasslands using a convolutional neural network

RR Pullanagari, M Dehghan-Shoar, IJ Yule… - Remote Sensing of …, 2021 - Elsevier
As an essential feature of plant autotrophy, Nitrogen (N) is the major nutrient affecting plant
growth in terrestrial ecosystems, thus is of not only fundamental scientific interest, but also a …