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  • Technical Note
  • Open Access
30 Citations
10,856 Views
24 Pages

Utilization of a Terrestrial Laser Scanner for the Calibration of Mobile Mapping Systems

  • Seunghwan Hong,
  • Ilsuk Park,
  • Jisang Lee,
  • Kwangyong Lim,
  • Yoonjo Choi and
  • Hong-Gyoo Sohn

27 February 2017

This paper proposes a practical calibration solution for estimating the boresight and lever-arm parameters of the sensors mounted on a Mobile Mapping System (MMS). On our MMS devised for conducting the calibration experiment, three network video came...

(This article belongs to the Special Issue Multi-Sensor Integration and Fusion)
  • Article
  • Open Access
11 Citations
3,135 Views
24 Pages

Laser Tracker and Terrestrial Laser Scanner Range Error Evaluation by Stitching

  • Bala Muralikrishnan,
  • Braden Czapla,
  • Vincent Lee,
  • Craig Shakarji,
  • Daniel Sawyer and
  • Matthias Saure

7 May 2024

Laser trackers (LTs) are dimensional measurement instruments commonly employed in the manufacture and assembly of large structures. Terrestrial laser scanners (TLSs) are a related class of dimensional measurement instruments more commonly employed in...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
34 Citations
6,334 Views
21 Pages

Use of Terrestrial Laser Scanner for Rigid Airport Pavement Management

  • Maurizio Barbarella,
  • Fabrizio D’Amico,
  • Maria Rosaria De Blasiis,
  • Alessandro Di Benedetto and
  • Margherita Fiani

26 December 2017

The evaluation of the structural efficiency of airport infrastructures is a complex task. Faulting is one of the most important indicators of rigid pavement performance. The aim of our study is to provide a new method for faulting detection and compu...

(This article belongs to the Special Issue Sensors for Deformation Monitoring of Large Civil Infrastructures)
  • Article
  • Open Access
24 Citations
5,877 Views
19 Pages

Global Registration of Terrestrial Laser Scanner Point Clouds Using Plane-to-Plane Correspondences

  • Nadisson Luis Pavan,
  • Daniel Rodrigues dos Santos and
  • Kourosh Khoshelham

2 April 2020

Registration of point clouds is a central problem in many mapping and monitoring applications, such as outdoor and indoor mapping, high-speed railway track inspection, heritage documentation, building information modeling, and others. However, ensuri...

(This article belongs to the Special Issue Laser Scanning and Point Cloud Processing)
  • Article
  • Open Access
7 Citations
8,479 Views
16 Pages

19 July 2013

In mobile terrestrial hyperspectral imaging, individual trees often present large variations in spectral reflectance that may impact the relevant applications, but the related studies have been seldom reported. To fill this gap, this study was dedica...

(This article belongs to the Special Issue Sensor-Based Technologies and Processes in Agriculture and Forestry)
  • Article
  • Open Access
96 Citations
12,028 Views
18 Pages

Application of a Terrestrial Laser Scanner (TLS) to the Study of the Séchilienne Landslide (Isère, France)

  • Johan Kasperski,
  • Christophe Delacourt,
  • Pascal Allemand,
  • Pierre Potherat,
  • Marion Jaud and
  • Eric Varrel

17 December 2010

The active Séchilienne landslide (Isère, France) has been continuously monitored by tacheometry, radar and extensometry devices for 25 years. Indeed, if the 3 mil. m3 of rocks in the active zone named ―Ruines‖ fell down, the debris would dam the Roma...

(This article belongs to the Special Issue LiDAR)
  • Article
  • Open Access
9 Citations
4,339 Views
17 Pages

Prediction of Aboveground Biomass of Three Cassava (Manihot esculenta) Genotypes Using a Terrestrial Laser Scanner

  • Tyler Adams,
  • Richard Bruton,
  • Henry Ruiz,
  • Ilse Barrios-Perez,
  • Michael G. Selvaraj and
  • Dirk B. Hays

26 March 2021

Challenges in rapid prototyping are a major bottleneck for plant breeders trying to develop the needed cultivars to feed a growing world population. Remote sensing techniques, particularly LiDAR, have proven useful in the quick phenotyping of many ch...

(This article belongs to the Special Issue 3D Point Clouds for Agriculture Applications)
  • Article
  • Open Access
10 Citations
3,995 Views
16 Pages

Terrestrial Laser Scanner for the Formal Assessment of a Roman-Medieval Structure—The Cloister of the Cathedral of Tarragona (Spain)

  • Felipe Buill,
  • M. Amparo Núñez-Andrés,
  • Agustí Costa-Jover,
  • David Moreno,
  • Josep M. Puche and
  • Josep M. Macias

28 October 2020

The use of massive data capture techniques in architectural heritage has enhanced the development of new methodologies that have an important impact on their conservation and understanding. The research proposes the study of formal anomalies in the c...

(This article belongs to the Special Issue Satellite, Aerial and Ground-Based Remote Sensing for Archaeological and Heritage Research)
  • Article
  • Open Access
24 Citations
5,061 Views
15 Pages

3-D Morphological Change Analysis of a Beach with Seagrass Berm Using a Terrestrial Laser Scanner

  • Hugo Corbí,
  • Adrian Riquelme,
  • Clara Megías-Baños and
  • Antonio Abellan

Along many Mediterranean coasts, the detached seagrass material of Posidonia oceanica creates seagrass berms that control the structure and morphodynamics of sandy beaches. Here, we show how Terrestrial Laser Scanner remote sensing data allows analyz...

  • Article
  • Open Access
21 Citations
3,747 Views
16 Pages

5 September 2018

For a trustworthy least-squares (LS) solution, a good description of the stochastic properties of the measurements is indispensable. For a terrestrial laser scanner (TLS), the range variance can be described by a power law function with respect to th...

(This article belongs to the Special Issue Terrestrial Laser Scanning)
  • Article
  • Open Access
13 Citations
6,302 Views
23 Pages

2 July 2015

In this paper, a new algorithm to improve the accuracy of estimating diameter at breast height (DBH) for tree trunks in forest areas is proposed. First, the information is collected by a two-dimensional terrestrial laser scanner (2DTLS), which emits...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
22 Citations
5,998 Views
27 Pages

Integrated Ground-Based SAR Interferometry, Terrestrial Laser Scanner, and Corner Reflector Deformation Experiments

  • Xiangtian Zheng,
  • Xiaolin Yang,
  • Haitao Ma,
  • Guiwen Ren,
  • Keli Zhang,
  • Feng Yang and
  • Ce Li

12 December 2018

An integrated sensor system comprised of a terrestrial laser scanner (TLS), corner reflectors (CRs), and high precision linear rail is utilized to validate ground-based synthetic aperture radar (GB-SAR) interferometric micro-displacement measurements...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
30 Citations
6,695 Views
16 Pages

Monitoring and Analyzing Mountain Glacier Surface Movement Using SAR Data and a Terrestrial Laser Scanner: A Case Study of the Himalayas North Slope Glacier Area

  • Jinghui Fan,
  • Qun Wang,
  • Guang Liu,
  • Lu Zhang,
  • Zhaocheng Guo,
  • Liqiang Tong,
  • Junhuan Peng,
  • Weilin Yuan,
  • Wei Zhou and
  • Joaquim João Sousa
  • + 2 authors

14 March 2019

The offset tracking technique based on synthetic aperture radar (SAR) image intensity information can estimate glacier displacement even when glacier velocities are high and the time interval between images is long, allowing for the broad use of this...

(This article belongs to the Special Issue SAR in Big Data Era)
  • Article
  • Open Access
30 Citations
6,899 Views
19 Pages

Comparison of Three Algorithms to Estimate Tree Stem Diameter from Terrestrial Laser Scanner Data

  • Joris Ravaglia,
  • Richard A. Fournier,
  • Alexandra Bac,
  • Cédric Véga,
  • Jean-François Côté,
  • Alexandre Piboule and
  • Ulysse Rémillard

18 July 2019

Terrestrial laser scanners provide accurate and detailed point clouds of forest plots, which can be used as an alternative to destructive measurements during forest inventories. Various specialized algorithms have been developed to provide automatic...

(This article belongs to the Special Issue Applications of LiDAR and Photogrammetry for Forest Inventory and Management)
  • Article
  • Open Access
117 Citations
11,727 Views
22 Pages

28 October 2014

No single sensor can acquire complete information by applying one or several multi-surveys to cultural object reconstruction. For instance, a terrestrial laser scanner (TLS) usually obtains information on building facades, whereas aerial photogrammet...

(This article belongs to the Special Issue New Perspectives of Remote Sensing for Archaeology)
  • Article
  • Open Access
20 Citations
4,841 Views
18 Pages

12 October 2022

Terrestrial laser scanners (TLS) are contact-free measuring sensors that record dense point clouds of objects or scenes by acquiring coordinates and an intensity value for each point. The point clouds are scattered and noisy. Performing a mathematica...

  • Article
  • Open Access
9 Citations
5,515 Views
23 Pages

29 April 2020

Many signals appear fractal and have self-similarity over a large range of their power spectral densities. They can be described by so-called Hermite processes, among which the first order one is called fractional Brownian motion (fBm), and has a wid...

(This article belongs to the Special Issue Stochastic Models for Geodesy and Geoinformation Science)
  • Article
  • Open Access
19 Citations
6,419 Views
15 Pages

3 January 2020

Kernels found in stone pinecones are of great economic value, often surpassing timber income for most forest owners. Visually evaluating cone production on standing trees is challenging since the cones are located in the sun-exposed part of the crown...

(This article belongs to the Special Issue 3D Forest Structure Observation)
  • Article
  • Open Access
6 Citations
4,990 Views
17 Pages

17 May 2020

This paper develops an algorithm to estimate vegetation canopy gap fraction (GF), taking advantage of the full Terrestrial Laser Scanner (TLS) resolution. After calculating the TLS angular resolution, the algorithm identifies the missing laser hits (...

(This article belongs to the Special Issue 3D Point Clouds in Forest Remote Sensing)
  • Article
  • Open Access
10 Citations
3,179 Views
26 Pages

The appearance and development of new construction materials, technology and accurate geodetic instruments have led to the necessity of their inevitable use in the health monitoring, maintenance, and restoration of civil structures and special struct...

(This article belongs to the Topic Advances in Earth Observation and Geosciences)
  • Article
  • Open Access
9 Citations
3,068 Views
18 Pages

21 August 2019

B-spline surfaces possess attractive properties such as a high degree of continuity or the local support of their basis functions. One of the major applications of B-spline surfaces in engineering geodesy is the least-square (LS) fitting of surfaces...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
77 Citations
11,152 Views
18 Pages

Estimating Crown Variables of Individual Trees Using Airborne and Terrestrial Laser Scanners

  • Sung-Eun Jung,
  • Doo-Ahn Kwak,
  • Taejin Park,
  • Woo-Kyun Lee and
  • Seongjin Yoo

28 October 2011

In this study, individual tree height (TH), crown base height (CBH), crown area (CA) and crown volume (CV), which were considered as essential parameters for individual stem volume and biomass estimation, were estimated by both an airborne laser scan...

  • Article
  • Open Access
19 Citations
5,580 Views
28 Pages

27 June 2019

Target-based calibration is the most widely used calibration procedure for terrestrial laser scanners. Nevertheless, the current implementations of this procedure are suboptimal due to the high complexity of their calibration fields. Therefore, desig...

(This article belongs to the Section Engineering Remote Sensing)
  • Article
  • Open Access
7 Citations
4,610 Views
24 Pages

Utilizing a Terrestrial Laser Scanner for 3D Luminance Measurement of Indoor Environments

  • Matti Kurkela,
  • Mikko Maksimainen,
  • Arttu Julin,
  • Toni Rantanen,
  • Juho-Pekka Virtanen,
  • Juha Hyyppä,
  • Matti Tapio Vaaja and
  • Hannu Hyyppä

We aim to present a method to measure 3D luminance point clouds by applying the integrated high dynamic range (HDR) panoramic camera system of a terrestrial laser scanning (TLS) instrument for performing luminance measurements simultaneously with las...

  • Article
  • Open Access
8 Citations
5,743 Views
15 Pages

Small-Scale Effect of Pine Stand Pruning on Snowpack Distribution in the Pyrenees Observed with a Terrestrial Laser Scanner

  • Jesús Revuelto,
  • Juan-Ignacio López-Moreno,
  • Cesar Azorin-Molina,
  • Esteban Alonso-González and
  • Alba Sanmiguel-Vallelado

29 July 2016

Forests in snow-dominated areas have substantial effects on the snowpack and its evolution over time. Such interactions have significant consequences for the hydrological response of mountain rivers. Thus, the impact of forest management actions on t...

  • Article
  • Open Access
6 Citations
2,785 Views
17 Pages

16 January 2025

Terrestrial laser scanners (TLS) are portable dimensional measurement instruments used to obtain 3D point clouds of objects in a scene. While TLSs do not require the use of cooperative targets, they are sometimes placed in a scene to fuse or compare...

(This article belongs to the Special Issue Laser Scanning and Applications)
  • Article
  • Open Access
25 Citations
4,469 Views
18 Pages

Applications of Terrestrial Laser Scanner in Detecting Pavement Surface Defects

  • Abdelhalim Azam,
  • Abdulaziz H. Alshehri,
  • Mohammad Alharthai,
  • Mona M. El-Banna,
  • Ahmed M. Yosri and
  • Ashraf A. A. Beshr

30 April 2023

An entire roadway system represents a crucial element in the sustainable urban transportation planning process. Pavement surfaces are at continual risk of accumulating serious deteriorations and defects throughout their service life due to traffic lo...

(This article belongs to the Section Manufacturing Processes and Systems)
  • Article
  • Open Access
6 Citations
6,225 Views
16 Pages

Towards Uniform Point Density: Evaluation of an Adaptive Terrestrial Laser Scanner

  • Qinghua Li,
  • Yuchi Ma,
  • John Anderson,
  • James Curry and
  • Jie Shan

11 April 2019

One of the intrinsic properties of conventional terrestrial laser scanning technology is the unevenness of its point density over the scene where objects rendered closer to the scanner are more densely covered than the ones far away. This uneven dist...

  • Article
  • Open Access
2 Citations
1,623 Views
21 Pages

9 November 2025

Measurement systems such as laser trackers and 3D imaging systems are being increasingly adopted across the manufacturing industry. These metrology technologies can allow for live, high-precision measurement in a digital system, enabling the spatial...

(This article belongs to the Special Issue Advances in Optical 3D Metrology)
  • Article
  • Open Access
22 Citations
7,421 Views
12 Pages

This article presents a methodology to process information from a Terrestrial Laser Scanner (TLS) from three dimensions (3D) to two dimensions (2D), and to two dimensions with a color value (2.5D), as a tool to document and analyze heritage buildings...

(This article belongs to the Special Issue Remote Sensing and Geosciences for Archaeology)
  • Article
  • Open Access
3 Citations
5,056 Views
18 Pages

11 September 2015

Terrestrial laser scanning typically requires the use of artificial targets for registration and georeferencing the data. This equipment can be burdensome to transport and set up, representing expense in both time and labor. Environmental factors suc...

  • Article
  • Open Access
760 Citations
37,863 Views
30 Pages

Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data

  • Pasi Raumonen,
  • Mikko Kaasalainen,
  • Markku Åkerblom,
  • Sanna Kaasalainen,
  • Harri Kaartinen,
  • Mikko Vastaranta,
  • Markus Holopainen,
  • Mathias Disney and
  • Philip Lewis

25 January 2013

This paper presents a new method for constructing quickly and automatically precision tree models from point clouds of the trunk and branches obtained by terrestrial laser scanning. The input of the method is a point cloud of a single tree scanned fr...

(This article belongs to the Special Issue Advances in Remote Sensing of Forestry)
  • Article
  • Open Access
72 Citations
8,509 Views
30 Pages

5 July 2019

This research tested how different scanner positions and sample plot sizes affect the tree detection and diameter measurement in forest inventories. For this, a multistage density-based clustering approach was further developed for the automatic mapp...

(This article belongs to the Special Issue 3D Point Clouds in Forests)
  • Article
  • Open Access
37 Citations
9,172 Views
13 Pages

Mapping Vineyard Leaf Area Using Mobile Terrestrial Laser Scanners: Should Rows be Scanned On-the-Go or Discontinuously Sampled?

  • Ignacio Del-Moral-Martínez,
  • Joan R. Rosell-Polo,
  • Joaquim Company,
  • Ricardo Sanz,
  • Alexandre Escolà,
  • Joan Masip,
  • José A. Martínez-Casasnovas and
  • Jaume Arnó

19 January 2016

The leaf area index (LAI) is defined as the one-side leaf area per unit ground area, and is probably the most widely used index to characterize grapevine vigor. However, LAI varies spatially within vineyard plots. Mapping and quantifying this variabi...

(This article belongs to the Special Issue Sensors for Agriculture)
  • Article
  • Open Access
2 Citations
3,688 Views
40 Pages

An Open and Novel Low-Cost Terrestrial Laser Scanner Prototype for Forest Monitoring

  • Jozef Výbošťok,
  • Juliána Chudá,
  • Daniel Tomčík,
  • Dominik Gretsch,
  • Julián Tomaštík,
  • Michał Pełka,
  • Janusz Bedkowski,
  • Michal Skladan and
  • Martin Mokroš

21 December 2025

Accurate and efficient forest inventory methods are crucial for monitoring forest ecosystems, assessing carbon stocks, and supporting sustainable forest management. Traditional field-based techniques, which rely on manual measurements such as diamete...

(This article belongs to the Section Environmental Sensing)
  • Article
  • Open Access
84 Citations
13,416 Views
18 Pages

14 January 2011

An empirical approach is proposed in order to evaluate the largest spot spacing allowing the appropriate resolution to recognize the required surface details in a terrestrial laser scanner (TLS) survey. The suitable combination of laser beam divergen...

(This article belongs to the Special Issue Terrestrial Laser Scanning)
  • Article
  • Open Access
88 Citations
10,380 Views
17 Pages

Comparing Three Different Ground Based Laser Scanning Methods for Tree Stem Detection

  • Ivar Oveland,
  • Marius Hauglin,
  • Francesca Giannetti,
  • Narve Schipper Kjørsvik and
  • Terje Gobakken

31 March 2018

A forest inventory is often carried out using airborne laser data combined with ground measured reference data. Traditionally, the ground reference data have been collected manually with a caliper combined with land surveying equipment. During recent...

(This article belongs to the Special Issue Optical Remote Sensing of Boreal Forests)
  • Article
  • Open Access
11 Citations
4,090 Views
21 Pages

18 December 2022

High-resolution topographic and stratigraphic datasets have been increasing applied in active fault investigation and seismic hazard assessment. There is a need for the comprehensive analysis of active faults on the basis of the correlating geomorpho...

(This article belongs to the Special Issue Remote Sensing in Earthquake, Tectonics and Seismic Hazards)
  • Article
  • Open Access
30 Citations
6,482 Views
17 Pages

Comparison of Depth Camera and Terrestrial Laser Scanner in Monitoring Structural Deflections

  • Michael Bekele Maru,
  • Donghwan Lee,
  • Kassahun Demissie Tola and
  • Seunghee Park

30 December 2020

Modeling a structure in the virtual world using three-dimensional (3D) information enhances our understanding, while also aiding in the visualization, of how a structure reacts to any disturbance. Generally, 3D point clouds are used for determining s...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
91 Citations
9,308 Views
29 Pages

Terrestrial Laser Scanning for Forest Inventories—Tree Diameter Distribution and Scanner Location Impact on Occlusion

  • Meinrad Abegg,
  • Daniel Kükenbrink,
  • Jürgen Zell,
  • Michael E. Schaepman and
  • Felix Morsdorf

26 May 2017

The rapid development of portable terrestrial laser scanning (TLS) devices in recent years has led to increased attention to their applicability for forest inventories, especially where direct measurements are very expensive or nearly impossible. How...

(This article belongs to the Special Issue Optimizing Forest Inventories with Remote Sensing Techniques)
  • Article
  • Open Access
286 Citations
20,653 Views
15 Pages

Analysis of Incidence Angle and Distance Effects on Terrestrial Laser Scanner Intensity: Search for Correction Methods

  • Sanna Kaasalainen,
  • Anttoni Jaakkola,
  • Mikko Kaasalainen,
  • Anssi Krooks and
  • Antero Kukko

20 October 2011

The intensity information from terrestrial laser scanners (TLS) has become an important object of study in recent years, and there are an increasing number of applications that would benefit from the addition of calibrated intensity data to the topog...

(This article belongs to the Special Issue Terrestrial Laser Scanning)
  • Article
  • Open Access
407 Views
15 Pages

20 August 2026

Terrestrial laser scanning (TLS), also referred to as terrestrial LiDAR, has become an essential close-range remote sensing technique for high-precision engineering surveying, deformation monitoring, industrial inspection, and cultural heritage docum...

(This article belongs to the Special Issue Measurement Sensors and Applications)
  • Article
  • Open Access
8 Citations
2,077 Views
18 Pages

Comparative Study of Single-Wood Biomass Model at Plot Level Based on Multi-Source LiDAR

  • Ying Zhang,
  • Siyu Xue,
  • Shengqiu Liu,
  • Xianliang Li,
  • Qijun Fan,
  • Nina Xiong and
  • Jia Wang

30 April 2024

Forests play an important role in promoting carbon cycling and mitigating the urban heat island effect as one of the world’s major carbon storages. Scientifically quantifying tree biomass is the basis for assessing tree carbon storage and other...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
30 Citations
8,886 Views
25 Pages

Towards System Calibration of Panoramic Laser Scanners from a Single Station

  • Tomislav Medić,
  • Christoph Holst and
  • Heiner Kuhlmann

17 May 2017

Terrestrial laser scanner measurements suffer from systematic errors due to internal misalignments. The magnitude of the resulting errors in the point cloud in many cases exceeds the magnitude of random errors. Hence, the task of calibrating a laser...

(This article belongs to the Section Remote Sensors)
  • Feature Paper
  • Article
  • Open Access
18 Citations
5,594 Views
29 Pages

This paper presents a novel approach for automatic, preliminary detection of damage in concrete structures using ground-based terrestrial laser scanners. The method is based on computation of defect-sensitive features such as the surface curvature, s...

(This article belongs to the Special Issue Geospatial Monitoring with Hyperspatial Point Clouds)
  • Article
  • Open Access
38 Citations
5,036 Views
23 Pages

4 March 2020

The choice of an appropriate metric is mandatory to perform deformation analysis between two point clouds (PC)—the distance has to be trustworthy and, simultaneously, robust against measurement noise, which may be correlated and heteroscedastic...

  • Article
  • Open Access
40 Citations
10,076 Views
26 Pages

Improvements to and Comparison of Static Terrestrial LiDAR Self-Calibration Methods

  • Jacky C. K. Chow,
  • Derek D. Lichti,
  • Craig Glennie and
  • Preston Hartzell

31 May 2013

Terrestrial laser scanners are sophisticated instruments that operate much like high-speed total stations. It has previously been shown that unmodelled systematic errors can exist in modern terrestrial laser scanners that deteriorate their geometric...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
23 Citations
4,730 Views
20 Pages

28 October 2020

Runoff erosion is an important theme in hydrological investigations. Models assessing soil erosion are based on various algorithms that determine the relief coefficient using rasterized digital elevation models (DEMs). For evaluation of soil loss, th...

  • Proceeding Paper
  • Open Access
2 Citations
2,656 Views
8 Pages

Terrestrial laser scanners (TLS) capture a large number of 3D points rapidly, with high precision and spatial resolution. These scanners are used for applications as diverse as modeling architectural or engineering structures, but also high-resolutio...

(This article belongs to the Proceedings of The 7th International Conference on Time Series and Forecasting)
  • Article
  • Open Access
82 Citations
10,124 Views
21 Pages

A Method to Obtain Orange Crop Geometry Information Using a Mobile Terrestrial Laser Scanner and 3D Modeling

  • André F. Colaço,
  • Rodrigo G. Trevisan,
  • José P. Molin,
  • Joan R. Rosell-Polo and
  • Alexandre Escolà

25 July 2017

LiDAR (Light Detection and Ranging) technology has been used to obtain geometrical attributes of tree crops in small field plots, sometimes using manual steps in data processing. The objective of this study was to develop a method for estimating cano...

(This article belongs to the Section Remote Sensing in Agriculture and Vegetation)

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