SPECTRAL DIFFERENCES OF TREE SPECIES BELONGING TO ATLANTIC FOREST OBTAINED FROM UAV HYPERSPECTRAL IMAGES

SPECTRAL DIFFERENCES OF TREE SPECIES BELONGING TO ATLANTIC FOREST OBTAINED FROM UAV HYPERSPECTRAL IMAGES

The objective of this study is to evaluate the spectral difference between and within 11 tree species belonging to Brazilian Atlantic Forest located in the countryside of São Paulo State, Brazil. Tree species with different development stages may have different reflectance spectra because of the str...

Full description

Bibliographic Details
Main Authors:	G. T. Miyoshi, N. N. Imai, A. M. G. Tommaselli, E. Honkavaara
Format:	Article
Language:	English
Published:	Copernicus Publications 2020-11-01
Series:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W12-2020/49/2020/isprs-archives-XLII-3-W12-2020-49-2020.pdf

Similar Items

COMPARISON OF PIXEL AND REGION-BASED APPROACHES FOR TREE SPECIES MAPPING IN ATLANTIC FOREST USING HYPERSPECTRAL IMAGES ACQUIRED BY UAV
by: G. T. Miyoshi, et al.
Published: (2019-06-01)

ANALYSIS OF THE RADIOMETRIC RESPONSE OF ORANGE TREE CROWN IN HYPERSPECTRAL UAV IMAGES
by: N. N. Imai, et al.
Published: (2017-10-01)

IMPACT OF REDUCTION OF RADIOMETRIC RESOLUTION IN HYPERSPECTRAL IMAGES ACQUIRED OVER FOREST FIELD
by: G. T. Miyoshi, et al.
Published: (2018-09-01)

Evaluation of Hyperspectral Multitemporal Information to Improve Tree Species Identification in the Highly Diverse Atlantic Forest
by: Gabriela Takahashi Miyoshi, et al.
Published: (2020-01-01)

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging
by: Olli Nevalainen, et al.
Published: (2017-02-01)

TIME SERIES OF IMAGES TO IMPROVE TREE SPECIES CLASSIFICATION
by: G. T. Miyoshi, et al.
Published: (2017-10-01)

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images
by: Gabriela Takahashi Miyoshi, et al.
Published: (2020-04-01)

DETECTING CITRUS HUANGLONGBING IN BRAZILIAN ORCHARDS USING HYPERSPECTRAL AERIAL IMAGES
by: É. A. S. Moriya, et al.
Published: (2019-06-01)

UAV-BASED PHOTOGRAMMETRIC POINT CLOUDS AND HYPERSPECTRAL IMAGING FOR MAPPING BIODIVERSITY INDICATORS IN BOREAL FORESTS
by: N. Saarinen, et al.
Published: (2017-10-01)

Geometric calibration of a hyperspectral frame camera with simultaneous determination of sensors misalignment
by: Lucas D. Santos, et al.
Published: (2022-04-01)

ESTIMATING EXTERIOR ORIENTATION PARAMETERS OF HYPERSPECTRAL BANDS BASED ON POLYNOMIAL MODELS
by: A. Berveglieri, et al.
Published: (2017-10-01)

Tree Species Classification in a Complex Brazilian Tropical Forest Using Hyperspectral and LiDAR Data
by: Rorai Pereira Martins-Neto, et al.
Published: (2023-05-01)

Forest cover change analysis based on temporal gradients of the vertical structure and density
by: Adilson Berveglieri, et al.
Published: (2021-07-01)

GEOMETRIC AND REFLECTANCE SIGNATURE CHARACTERIZATION OF COMPLEX CANOPIES USING HYPERSPECTRAL STEREOSCOPIC IMAGES FROM UAV AND TERRESTRIAL PLATFORMS
by: E. Honkavaara, et al.
Published: (2016-06-01)

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data
by: Camile Sothe, et al.
Published: (2019-06-01)

Identification of Significative LiDAR Metrics and Comparison of Machine Learning Approaches for Estimating Stand and Diversity Variables in Heterogeneous Brazilian Atlantic Forest
by: Rorai Pereira Martins-Neto, et al.
Published: (2021-06-01)

Vertical Optical Scanning with Panoramic Vision for Tree Trunk Reconstruction
by: Adilson Berveglieri, et al.
Published: (2017-12-01)

A STUDY ON THE VARIATIONS OF INNER ORIENTATION PARAMETERS OF A HYPERSPECTRAL FRAME CAMERA
by: A. M. G. Tommaselli, et al.
Published: (2018-09-01)

EVALUATING A CONVOLUTIONAL NEURAL NETWORK FOR FEATURE EXTRACTION AND TREE SPECIES CLASSIFICATION USING UAV-HYPERSPECTRAL IMAGES
by: C. Sothe, et al.
Published: (2020-08-01)

A LIGHT-WEIGHT LASER SCANNER FOR UAV APPLICATIONS
by: A. M. G. Tommaselli, et al.
Published: (2016-06-01)

EVALUATION OF MULTIPLE LINEAR REGRESSION MODEL TO OBTAIN DBH OF TREES USING DATA FROM A LIGHTWEIGHT LASER SCANNING SYSTEM ON-BOARD A UAV
by: M. V. Machado, et al.
Published: (2019-06-01)

TIE POINT GENERATION IN HYPERSPECTRAL CUBES FOR ORIENTATION WITH POLYNOMIAL MODELS
by: A. Berveglieri, et al.
Published: (2019-11-01)

UAV-LIDAR BORESIGHT ESTIMATION USING VIRTUAL CONTROL POINTS: A CASE STUDY
by: M. V. Machado, et al.
Published: (2023-12-01)

RADIOMETRIC CALIBRATION PERFORMANCE OF A MULTISPECTRAL CAMERA WITH A SINGLE SENSOR AND MULTIPLE HEADS
by: L. R. Porto, et al.
Published: (2022-05-01)

TREE STEM RECONSTRUCTION USING VERTICAL FISHEYE IMAGES: A PRELIMINARY STUDY
by: A. Berveglieri, et al.
Published: (2016-06-01)

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data
by: C. Sothe, et al.
Published: (2020-04-01)

Hyperspectral UAV-imagery and photogrammetric canopy height model in estimating forest stand variables
by: Tuominen, Sakari, et al.
Published: (2017-01-01)

Design of Vegetation Index for Identifying the Mosaic Virus in Sugarcane Plantation: A Brazilian Case Study
by: Érika Akemi Saito Moriya, et al.
Published: (2023-06-01)

A FEASIBILITY STUDY ON INCREMENTAL BUNDLE ADJUSTMENT WITH FISHEYE IMAGES AND LOW-COST SENSORS
by: A. M. G. Tommaselli, et al.
Published: (2019-11-01)

Spectral separability of tropical forest tree species using airbone hyperspectral imager
by: Jusoff, Kamaruzaman, et al.
Published: (2009)

Analysis of crown spectral characteristic and tree species mapping of tropical forest using hyperspectral imaging.
by: Ismail, Mohd Hasmadi, et al.
Published: (2010)

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level
by: Roope Näsi, et al.
Published: (2015-11-01)

GEOMETRIC PERFORMANCE OF A CAMERA WITH SINGLE SENSOR AND MULTIPLE HEADS
by: A. M. G. Tommaselli, et al.
Published: (2020-08-01)

3D RECONSTRUCTION OF CITRUS TREES USING AN OMNIDIRECTIONAL OPTICAL SYSTEM
by: L. F. Castanheiro, et al.
Published: (2020-11-01)

UAS BASED TREE SPECIES IDENTIFICATION USING THE NOVEL FPI BASED HYPERSPECTRAL CAMERAS IN VISIBLE, NIR AND SWIR SPECTRAL RANGES
by: R. Näsi, et al.
Published: (2016-06-01)

METROLOGY OF IMAGE PROCESSING IN SPECTRAL REFLECTANCE MEASUREMENT BY UAV
by: E. Honkavaara, et al.
Published: (2014-03-01)

Recognition of spider mite infestations in jujube trees based on spectral-spatial clustering of hyperspectral images from UAVs
by: Yue Wu, et al.
Published: (2023-02-01)

MULTI-SCALE MATCHING FOR THE AUTOMATIC LOCATION OF CONTROL POINTS IN LARGE SCALE AERIAL IMAGES USING TERRESTRIAL SCENES
by: A. Berveglieri, et al.
Published: (2014-03-01)

UMA ABORDAGEM SEMI-AUTOMÁTICA PARA EXTRAÇÃO DE FEIÇÕES CARTOGRÁFICAS
by: Antonio Maria Garcia Tommaselli, et al.
Published: (2001-12-01)

UMA ABORDAGEM SEMI-AUTOMÁTICA PARA EXTRAÇÃO DE FEIÇÕES CARTOGRÁFICAS
by: Antonio Maria Garcia Tommaselli, et al.
Published: (2001-12-01)