Understanding forest health with remote sensing-part I—a review of spectral traits, processes and remote-sensing characteristics

A Lausch, S Erasmi, DJ King, P Magdon, M Heurich - Remote Sensing, 2016 - mdpi.com
Anthropogenic stress and disturbance of forest ecosystems (FES) has been increasing at all
scales from local to global. In rapidly changing environments, in-situ terrestrial FES …

Earth observation based monitoring of forests in Germany: a review

S Holzwarth, F Thonfeld, S Abdullahi, S Asam… - Remote Sensing, 2020 - mdpi.com
Forests in Germany cover around 11.4 million hectares and, thus, a share of 32% of
Germany's surface area. Therefore, forests shape the character of the country's cultural …

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 …

Tree species classification using plant functional traits from LiDAR and hyperspectral data

Y Shi, AK Skidmore, T Wang, S Holzwarth… - International Journal of …, 2018 - Elsevier
Plant functional traits have been extensively used to describe, rank and discriminate species
according to their variability between species in classical plant taxonomy. However, the …

Plant functional traits differ in adaptability and are predicted to be differentially affected by climate change

CW Ahrens, ME Andrew, RA Mazanec… - Ecology and …, 2020 - Wiley Online Library
Climate change is testing the resilience of forests worldwide pushing physiological tolerance
to climatic extremes. Plant functional traits have been shown to be adapted to climate and …

Generality of leaf spectroscopic models for predicting key foliar functional traits across continents: A comparison between physically-and empirically-based …

Z Wang, JB Féret, N Liu, Z Sun, L Yang, S Geng… - Remote Sensing of …, 2023 - Elsevier
Leaf spectroscopy provides an efficient way of predicting foliar functional traits, commonly
using physically-and empirically-based models. However, the generality of both models has …

Mapping functional diversity using individual tree-based morphological and physiological traits in a subtropical forest

Z Zheng, Y Zeng, FD Schneider, Y Zhao, D Zhao… - Remote Sensing of …, 2021 - Elsevier
Functional diversity (FD) provides a link between biodiversity and ecosystem functioning,
summarizing inter-and intra-specific variation of functional traits. However, quantifying plant …

Modeling forest canopy cover: a synergistic use of Sentinel-2, aerial photogrammetry data, and machine learning

V Nasiri, AA Darvishsefat, H Arefi, VC Griess… - Remote Sensing, 2022 - mdpi.com
Forest canopy cover (FCC) is an important ecological parameter of forest ecosystems, and is
correlated with forest characteristics, including plant growth, regeneration, biodiversity, light …

Mapping foliar functional traits and their uncertainties across three years in a grassland experiment

Z Wang, PA Townsend, AK Schweiger… - Remote Sensing of …, 2019 - Elsevier
Foliar functional traits refer to a range of biochemical and physiognomic characteristics of
vegetation that control photosynthesis, nutrient and water cycling, and can be used to …

Comparative analysis of remote sensing and geo-statistical techniques to quantify forest biomass

N Ahmad, S Ullah, N Zhao, F Mumtaz, A Ali, A Ali… - Forests, 2023 - mdpi.com
Accurately characterizing carbon stock is vital for reporting carbon emissions from forest
ecosystems. We studied the estimation of biomass using Sentinel-2 remote sensing data in …