Deep Learning Approaches for the Mapping of Tree Species Diversity in a Tropical Wetland Using Airborne LiDAR and High-Spatial-Resolution Remote Sensing Images

Automatic building extraction from high-resolution aerial images and LiDAR data using gated residual refinement network

(2019) Jianfeng Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method

(2019) Zhenrong Du et al.   Remote Sensing

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping

(2019) C. Persello et al.   REMOTE SENSING OF ENVIRONMENT

Using a U-net convolutional neural network to map woody vegetation extent from high resolution satellite imagery across Queensland, Australia

(2019) Neil Flood et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping dead forest cover using a deep convolutional neural network and digital aerial photography

(2019) Jean-Daniel Sylvain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping multi-scale vascular plant richness in a forest landscape with integrated LiDAR and hyperspectral remote-sensing

(2018) C. R. Hakkenberg et al.   ECOLOGY

Estimating tree species diversity in the savannah using NDVI and woody canopy cover

(2018) Sabelo Madonsela et al.   International Journal of Applied Earth Observation and Geoinformation

Developing a multi-filter convolutional neural network for semantic segmentation using high-resolution aerial imagery and LiDAR data

(2018) Ying Sun et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Forest species diversity mapping using airborne LiDAR and hyperspectral data in a subtropical forest in China

(2018) Yujin Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Extracting Urban Impervious Surface from WorldView-2 and Airborne LiDAR Data Using 3D Convolutional Neural Networks

(2018) Zhongchang Sun et al.   Journal of the Indian Society of Remote Sensing

Automatic land cover classification of geo-tagged field photos by deep learning

(2017) Guang Xu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

(2017) Olli Nevalainen et al.   Remote Sensing

Mapping tree species diversity of a tropical montane forest by unsupervised clustering of airborne imaging spectroscopy data

(2016) Elisa Schäfer et al.   ECOLOGICAL INDICATORS

Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile

(2016) J. Lopatin et al.   REMOTE SENSING OF ENVIRONMENT

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

(2016) Matheus Pinheiro Ferreira et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

(2016) Weijia Li et al.   Remote Sensing

Advancing species diversity estimate by remotely sensed proxies: A conceptual review

(2015) Duccio Rocchini et al.   Ecological Informatics

Earth observation satellite sensors for biodiversity monitoring: potentials and bottlenecks

(2014) Claudia Kuenzer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluating AISA + Hyperspectral Imagery for Mapping Black Mangrove along the South Texas Gulf Coast

(2013) Chenghai Yang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Remote sensing for conservation monitoring: Assessing protected areas, habitat extent, habitat condition, species diversity, and threats

(2012) Harini Nagendra et al.   ECOLOGICAL INDICATORS

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Semi-Supervised Methods to Identify Individual Crowns of Lowland Tropical Canopy Species Using Imaging Spectroscopy and LiDAR

(2012) Jean-Baptiste Féret et al.   Remote Sensing

Object-based classification of land cover and tree species by integrating airborne LiDAR and high spatial resolution imagery data

(2011) Takeshi Sasaki et al.   Landscape and Ecological Engineering

Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles

(2011) Stephan Getzin et al.   Methods in Ecology and Evolution

A multi-resolution satellite imagery approach for large area mapping of ericaceous shrubs in Northern Quebec, Canada

(2009) Olivier R. van Lier et al.   International Journal of Applied Earth Observation and Geoinformation