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 …
Planet, recommended Surface Biology and Geology (SBG) as a “Designated Targeted …
A review of tree species classification based on airborne LiDAR data and applied classifiers
M Michałowska, J Rapiński - Remote Sensing, 2021 - mdpi.com
Remote sensing techniques, developed over the past four decades, have enabled large-
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
[图书][B] Thriving on our changing planet: A decadal strategy for Earth observation from space
National Academies of Sciences… - 2019 - books.google.com
We live on a dynamic Earth shaped by both natural processes and the impacts of humans
on their environment. It is in our collective interest to observe and understand our planet …
on their environment. It is in our collective interest to observe and understand our planet …
[HTML][HTML] Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks
During the last two decades, forest monitoring and inventory systems have moved from field
surveys to remote sensing-based methods. These methods tend to focus on economically …
surveys to remote sensing-based methods. These methods tend to focus on economically …
Understanding forest health with remote sensing-part I—a review of spectral traits, processes and remote-sensing characteristics
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 …
scales from local to global. In rapidly changing environments, in-situ terrestrial FES …
Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using …
The classification of tree species can significantly benefit from high spatial and spectral
information acquired by unmanned aerial vehicles (UAVs) associated with advanced …
information acquired by unmanned aerial vehicles (UAVs) associated with advanced …
Linking Earth Observation and taxonomic, structural and functional biodiversity: Local to ecosystem perspectives
A Lausch, L Bannehr, M Beckmann, C Boehm… - Ecological …, 2016 - Elsevier
Impacts of human civilization on ecosystems threaten global biodiversity. In a changing
environment, traditional in situ approaches to biodiversity monitoring have made significant …
environment, traditional in situ approaches to biodiversity monitoring have made significant …
Biodiversity monitoring, earth observations and the ecology of scale
CB Anderson - Ecology letters, 2018 - Wiley Online Library
Human activity and land‐use change are dramatically altering the sizes, geographical
distributions and functioning of biological populations worldwide, with tremendous …
distributions and functioning of biological populations worldwide, with tremendous …
Urban tree species classification using UAV-based multi-sensor data fusion and machine learning
S Hartling, V Sagan, M Maimaitijiang - GIScience & Remote …, 2021 - Taylor & Francis
Urban tree species classification is a challenging task due to spectral and spatial diversity
within an urban environment. Unmanned aerial vehicle (UAV) platforms and small-sensor …
within an urban environment. Unmanned aerial vehicle (UAV) platforms and small-sensor …
Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data
Accurately mapping the spatial distribution of tree species in tropical environments provides
valuable insights for ecologists and forest managers. This process may play an important …
valuable insights for ecologists and forest managers. This process may play an important …