A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

Aniruddha Ghosh; Fabian Ewald Fassnacht; P. K. Joshi; Barbara Koch

doi:10.1016/j.jag.2013.05.017

Keywords

Hyperspectral imagingGeographyLidarCartographyRemote sensingSpatial analysis

Affiliated Institutions

Related Publications

Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000

Navin Ramankutty , Amato T. Evan , Chad Monfreda +1 more

Agricultural activities have dramatically altered our planet's land surface. To understand the extent and spatial distribution of these changes, we have developed a new global d...

2008 Global Biogeochemical Cycles 1944 citations

Super-resolution from a single image

Daniel Gläsner , Shai Bagon , Michal Irani

Methods for super-resolution can be broadly classified into two families of methods: (i) The classical multi-image super-resolution (combining images obtained at subpixel misali...

2009 1872 citations

Spatial Registration of Multispectral and Multitemporal Digital Imagery Using Fast Fourier Transform Techniques

P. E. Anuta

A system for spatial registration of digitized multispectral and multitemporal imagery is described. Multispectral imagery can be obtained from sources such as multilens cameras...

1970 IEEE transactions on geoscience elect... 337 citations

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

Swalpa Kumar Roy , Gopal Krishna , Shiv Ram Dubey +1 more

Hyperspectral image (HSI) classification is widely used for the analysis of\nremotely sensed images. Hyperspectral imagery includes varying bands of images.\nConvolutional Neura...

2019 IEEE Geoscience and Remote Sensing Le... 1581 citations

Imaging Spectrometry for Earth Remote Sensing

Alexander Goetz , Gregg Vane , Jerry E. Solomon +1 more

Imaging spectrometry, a new technique for the remote sensing of the earth, is now technically feasible from aircraft and spacecraft. The initial results show that remote, direct...

1985 Science 1832 citations

Publication Info

Year: 2013
Type: article
Volume: 26
Pages: 49-63
Citations: 332
Access: Closed

External Links

View on DOI.org

Social Impact

Altmetric

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

PlumX Metrics

Social media, news, blog, policy document mentions

Citation Metrics

332

OpenAlex

Cite This

APA Style

                            
                                    Aniruddha Ghosh, 
                                
                                    Fabian Ewald Fassnacht, 
                                
                                    P. K. Joshi
                                
                                et al.
                            
                            (2013). 
                            A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales. 
                            International Journal of Applied Earth Observation and Geoinformation
                            , 26
                            
                            , 49-63.
                            https://doi.org/10.1016/j.jag.2013.05.017

Identifiers

DOI: 10.1016/j.jag.2013.05.017