Review of studies on tree species classification from remotely sensed data

FE Fassnacht, H Latifi, K Stereńczak… - Remote sensing of …, 2016 - Elsevier
Spatially explicit information on tree species composition of managed and natural forests,
plantations and urban vegetation provides valuable information for nature conservationists …

Map** of urban vegetation with high-resolution remote sensing: A review

R Neyns, F Canters - Remote sensing, 2022 - mdpi.com
Green space is increasingly recognized as an important component of the urban
environment. Adequate management and planning of urban green space is crucial to …

Map** temperate forest tree species using dense Sentinel-2 time series

J Hemmerling, D Pflugmacher, P Hostert - Remote Sensing of Environment, 2021 - Elsevier
Precise information on tree species composition is critical for forest management and
conservation, but map** tree species with satellite data over large areas is still a …

First experience with Sentinel-2 data for crop and tree species classifications in central Europe

M Immitzer, F Vuolo, C Atzberger - Remote sensing, 2016 - mdpi.com
The study presents the preliminary results of two classification exercises assessing the
capabilities of pre-operational (August 2015) Sentinel-2 (S2) data for map** crop types …

[HTML][HTML] Forest stand species map** using the Sentinel-2 time series

E Grabska, P Hostert, D Pflugmacher, K Ostapowicz - Remote Sensing, 2019 - mdpi.com
Accurate information regarding forest tree species composition is useful for a wide range of
applications, both for forest management and scientific research. Remote sensing is an …

A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future …

R Khatami, G Mountrakis, SV Stehman - Remote sensing of environment, 2016 - Elsevier
Classification of remotely sensed imagery for land-cover map** purposes has attracted
significant attention from researchers and practitioners. Numerous studies conducted over …

[HTML][HTML] Remote sensing methods for power line corridor surveys

L Matikainen, M Lehtomäki, E Ahokas, J Hyyppä… - ISPRS Journal of …, 2016 - Elsevier
To secure uninterrupted distribution of electricity, effective monitoring and maintenance of
power lines are needed. This literature review article aims to give a wide overview of the …

Three-dimensional convolutional neural network model for tree species classification using airborne hyperspectral images

B Zhang, L Zhao, X Zhang - Remote Sensing of Environment, 2020 - Elsevier
Airborne hyperspectral remote sensing data with both rich spectral and spatial features can
effectively improve the classification accuracy of vegetation species. However, the spectral …

Tree species classification with multi-temporal Sentinel-2 data

M Persson, E Lindberg, H Reese - Remote Sensing, 2018 - mdpi.com
The Sentinel-2 program provides the opportunity to monitor terrestrial ecosystems with a
high temporal and spectral resolution. In this study, a multi-temporal Sentinel-2 data set was …

Satellite remote sensing for applied ecologists: opportunities and challenges

N Pettorelli, WF Laurance, TG O'Brien… - Journal of Applied …, 2014 - Wiley Online Library
Habitat loss and degradation, overexploitation, climate change and the spread of invasive
species are drastically depleting the Earth's biological diversity, leading to detrimental …