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  • Article
  • Open Access
717 Views
40 Pages

Teleoperated Quadruped Robot-Based SLAM LiDAR for Standardized Tree Stem Diameter Derivation in Spanish Mediterranean Savanna-like Woodlands: A Field Feasibility Study

  • Leon Vehlken,
  • Jan Wolf,
  • Diana López Serrano,
  • Marie Gröbner and ,
  • Victor Rolo,
  • Gerardo Moreno,
  • M. Pilar Martín,
  • Arnaud Carrara,
  • Sung-Ching Lee and
  • Alexander Jenal
  • + 6 authors+ 1 author

19 September 2026

Mediterranean Dehesa woodlands require monitoring of tree structural change, but conventional stem-diameter inventories are labor-intensive. Mobile simultaneous localization and mapping (SLAM) LiDAR can acquire three-dimensional tree structure, altho...

(This article belongs to the Special Issue Multi-Robot Systems for Environmental Monitoring and Intervention)
  • Technical Note
  • Open Access
25 Citations
6,142 Views
11 Pages

15 June 2017

Recently, a new method on tree stem isolation using volumetric image data from terrestrial laser scans (TLS) has been introduced by the same authors. The method transfers TLS data into a voxel grid data structure and isolates the tree stems from the...

  • Article
  • Open Access
48 Citations
8,116 Views
15 Pages

Automatic Estimation of Tree Position and Stem Diameter Using a Moving Terrestrial Laser Scanner

  • Ivar Oveland,
  • Marius Hauglin,
  • Terje Gobakken,
  • Erik Næsset and
  • Ivar Maalen-Johansen

6 April 2017

Airborne laser scanning is now widely used for forest inventories. An essential part of inventory is a collection of field reference data including measurements of tree stem diameter at breast height (DBH). Traditionally this is acquired through manu...

  • Article
  • Open Access
55 Citations
10,175 Views
22 Pages

16 September 2016

Diameter at breast height has been estimated from mobile laser scanning using a new set of methods. A 2D laser scanner was mounted facing forward, tilted nine degrees downwards, on a car. The trajectory was recorded using inertial navigation and visu...

(This article belongs to the Special Issue Forest Ground Observations through Terrestrial Point Clouds)
  • Article
  • Open Access
81 Citations
13,942 Views
20 Pages

8 March 2016

We propose a novel photogrammetric method for field plot inventory, designed for simplicity and time efficiency on-site. A prototype multi-camera rig was used to acquire images from field plot centers in multiple directions. The acquisition time on-s...

(This article belongs to the Special Issue Forest Ground Observations through Terrestrial Point Clouds)
  • Article
  • Open Access
24 Citations
4,940 Views
18 Pages

Mobile Laser Scanning for Estimating Tree Stem Diameter Using Segmentation and Tree Spine Calibration

  • Johan Holmgren,
  • Michael Tulldahl,
  • Jonas Nordlöf,
  • Erik Willén and
  • Håkan Olsson

26 November 2019

Mobile laser scanning (MLS) could make forest inventories more efficient, by using algorithms that automatically derive tree stem center positions and stem diameters. In this work we present a novel method for calibration of the position for laser re...

(This article belongs to the Special Issue 3D Point Clouds in Forest Remote Sensing)
  • Article
  • Open Access
30 Citations
6,924 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 and ,
  • Jean-François Côté,
  • Alexandre Piboule and
  • Ulysse Rémillard
  • + 2 authors+ 0 author

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
4 Citations
3,776 Views
18 Pages

2 February 2023

This study aimed to determine the optimal approach for estimating stem diameter distributions (SDD) from airborne laser scanning (ALS) data using point cloud metrics (Mals), a canopy height model (CHM) texture metrics (Mtex), and a combination thereo...

(This article belongs to the Special Issue Modeling and Remote Sensing of Forests Ecosystem)
  • Article
  • Open Access
39 Citations
10,131 Views
17 Pages

Multisource Single-Tree Inventory in the Prediction of Tree Quality Variables and Logging Recoveries

  • Mikko Vastaranta,
  • Ninni Saarinen,
  • Ville Kankare,
  • Markus Holopainen and ,
  • Harri Kaartinen,
  • Juha Hyyppä and
  • Hannu Hyyppä
  • + 2 authors+ 0 author

22 April 2014

The stem diameter distribution, stem form and quality information must be measured as accurately as possible to optimize cutting. For a detailed measurement of the stands, we developed and demonstrated the use of a multisource single-tree inventory...

  • Article
  • Open Access
26 Citations
4,090 Views
22 Pages

Scaling the Roots Mechanical Reinforcement in Plantation of Cunninghamia R. Br in Southwest China

  • Alam Mehtab,
  • Yuan-Jun Jiang,
  • Li-Jun Su,
  • Sadiq Shamsher and ,
  • Jia-Jia Li and
  • Rahman Mahfuzur
  • + 1 author+ 0 author

29 December 2020

The degree of mechanical reinforcement provided by plants depends upon its roots distribution in the soil and mechanical properties of the roots. The mechanical properties and distribution of root traits (root diameter and number) in the soil of the...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
25 Citations
5,731 Views
20 Pages

In Situ Measuring Stem Diameters of Maize Crops with a High-Throughput Phenotyping Robot

  • Zhengqiang Fan,
  • Na Sun,
  • Quan Qiu,
  • Tao Li and ,
  • Qingchun Feng and
  • Chunjiang Zhao
  • + 1 author+ 0 author

21 February 2022

Robotic High-Throughput Phenotyping (HTP) technology has been a powerful tool for selecting high-quality crop varieties among large quantities of traits. Due to the advantages of multi-view observation and high accuracy, ground HTP robots have been w...

(This article belongs to the Special Issue Imaging for Plant Phenotyping)
  • Article
  • Open Access
537 Views
16 Pages

11 July 2026

Static laser scanning is an advanced approach to timber volume estimation whose accuracy now matches or exceeds that of traditional forestry methods for volume estimation, enabling its practical application in woodworking management. This study evalu...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
4 Citations
3,970 Views
26 Pages

Assessing Methods to Measure Stem Diameter at Breast Height with High Pulse Density Helicopter Laser Scanning

  • Matthew J. Sumnall,
  • Ivan Raigosa-Garcia,
  • David R. Carter,
  • Timothy J. Albaugh and ,
  • Otávio C. Campoe,
  • Rafael A. Rubilar,
  • Bart Alexander,
  • Christopher W. Cohrs and
  • Rachel L. Cook
  • + 4 authors+ 0 author

10 January 2025

Technological developments have allowed helicopter airborne laser scanning (HALS) to produce high-density point clouds below the forest canopy. We present a tree stem classification method that combines linear shape detection and model-based clusteri...

(This article belongs to the Section Biogeosciences Remote Sensing)
  • Article
  • Open Access
8 Citations
3,381 Views
14 Pages

Scots Pine Stem Parameters in Sites with Different Stand Densities in Lithuania

  • Lina Beniušienė,
  • Benas Šilinskas,
  • Ričardas Beniušis,
  • Marius Aleinikovas and ,
  • Edmundas Petrauskas and
  • Iveta Varnagirytė-Kabašinskienė
  • + 1 author+ 0 author

28 June 2020

Background and Objectives: The aim of this study was to determine the effects of different stand densities and thinning regimes on stem quality parameters, mainly branch characteristics, of Scots pine (Pinus sylvestris L.) trees. The study provides s...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
9 Citations
3,462 Views
22 Pages

24 February 2025

Stem volume is a critical factor in managing and evaluating forest resources. At present, stem volume is commonly estimated indirectly by constructing a taper model that utilizes sampling, diameter at breast height (DBH), and tree height. However, th...

(This article belongs to the Special Issue Remote Sensing-Assisted Forest Inventory Planning)
  • Article
  • Open Access
2 Citations
1,668 Views
13 Pages

26 September 2024

Estimation of tree volume typically focuses on excurrent forms, with less attention given to decurrent forms. Species with a decurrent form, particularly hardwoods, lack a dominant stem and have large diameter branches that can be included in the mer...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
43 Citations
5,442 Views
13 Pages

12 July 2018

We evaluated two unmanned aerial systems (UASs), namely the DJI Phantom 4 Pro and DJI Mavic Pro, for 3D forest structure mapping of the forest stand interior with the use of close-range photogrammetry techniques. Assisted flights were performed withi...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
15 Citations
3,090 Views
17 Pages

14 December 2022

The objective of the study was to estimate the diameter at different stem heights and the tree volume of the Nothofagus obliqua (Mirb.) Oerst., Nothofagus alpine (Poepp. et Endl.) Oerst. and Nothofagus dombeyi (Mirb.) Oerst. trees using artificial ne...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
8 Citations
2,809 Views
18 Pages

The Effect of Age on the Evolution of the Stem Profile and Heartwood Proportion of Teak Clonal Trees in the Brazilian Amazon

  • Mario Lima dos Santos,
  • Eder Pereira Miguel,
  • Leonardo Job Biali,
  • Hallefy Junio de Souza and ,
  • Cassio Rafael Costa dos Santos and
  • Eraldo Aparecido Trondoli Matricardi
  • + 1 author+ 0 author

28 September 2023

Stem profile modeling is crucial in the forestry sector, particularly for commercially valuable species like teak (Tectona grandis Linn F.), whose value depends on its stem dimensions, heartwood proportion, and age. We proposed a nonlinear mixed-effe...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
3 Citations
3,148 Views
20 Pages

Laser Caliper Reliability in Upper-Stem Diameter Measurements by Multiple Users

  • Cornel Cristian Tereşneu,
  • Ciprian Tudor and
  • Maria Magdalena Vasilescu

19 September 2022

Considering the uncertainty of upper-stem diameter measurements and the fact that there are few studies on the accuracy of diameters using the Mantax Black caliper with Gator Eyes (Haglöf, Långsele, Sweden), the aim of this research is to...

(This article belongs to the Special Issue New Insights into Remote Sensing of Vegetation Structural Parameters)
  • Article
  • Open Access
21 Citations
12,657 Views
14 Pages

Allometric Equations for Estimating Biomass of Euterpe precatoria, the Most Abundant Palm Species in the Amazon

  • Fernando Da Silva,
  • Rempei Suwa,
  • Takuya Kajimoto,
  • Moriyoshi Ishizuka and ,
  • Niro Higuchi and
  • Norbert Kunert
  • + 1 author+ 0 author

10 February 2015

Allometric models to estimate biomass components such as stem mass Ms, foliage mass Ml, root mass Mr and aboveground mass Ma, were developed for the palm species Euterpe precatoria Mart., which is the most abundant tree species in the Amazon. We harv...

  • Article
  • Open Access
15 Citations
5,292 Views
15 Pages

Predicting Tree Diameter Distributions from Airborne Laser Scanning, SPOT 5 Satellite, and Field Sample Data in the Perm Region, Russia

  • Jussi Peuhkurinen,
  • Timo Tokola,
  • Kseniia Plevak,
  • Sanna Sirparanta and ,
  • Alexander Kedrov and
  • Sergey Pyankov
  • + 1 author+ 0 author

13 October 2018

A tree list is a list of trees in the area of interest containing, for example, the species, diameter, height, and stem volume of each tree. Tree lists can be used to derive various characteristics of the growing stock, and are therefore versatile an...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
2,163 Views
22 Pages

23 November 2023

We present a stereo image-based algorithm for tree stem diameter measurement and form analysis. The algorithm uses planar parametric curves to represent two-dimensional projections of tree stems in stereo images. The curves evolve according to an ene...

(This article belongs to the Special Issue New Development of Smart Forestry: Machine and Automation)
  • Article
  • Open Access
60 Citations
8,879 Views
11 Pages

20 April 2016

Timber volume is an important ecological component in forested landscapes. The application of terrestrial laser scanning (TLS) to volume estimation has been widely accepted though few species have well-calibrated taper functions. This research uses T...

(This article belongs to the Special Issue Forest Ground Observations through Terrestrial Point Clouds)
  • Article
  • Open Access
26 Citations
5,718 Views
21 Pages

3 February 2021

This paper presents a fully automatic method addressing tree mapping and parameter extraction (tree position, stem diameter at breast height, stem curve, and tree height) from terrestrial laser scans in forest inventories. The algorithm is designed t...

(This article belongs to the Special Issue Thematic Information Extraction and Application in Forests)
  • Article
  • Open Access

A Local Scots Pine Volume Equation from Felled Stems in Drymos Forest, Greece

  • Maria Triantafyllidou,
  • Elias Milios and
  • Kyriaki Kitikidou

2 November 2026

Local stem-volume estimates require both suitable measurements and evidence of predictive accuracy. We developed a local equation and field table for Scots pine (Pinus sylvestris L.) in naturally established, monospecific groups in Drymos Forest, Gre...

  • Article
  • Open Access
238 Citations
16,564 Views
22 Pages

12 May 2014

Terrestrial laser scanning is a promising technique for automatic measurements of tree stems. The objectives of the study were (1) to develop and validate a new method for the detection, classification and measurements of tree stems and canopies usin...

  • Article
  • Open Access
431 Views
24 Pages

25 June 2026

Accurate stem-volume estimation is fundamental for urban tree inventory and management, but equations developed for forest-grown trees may not be directly suitable for open-grown urban trees with altered stem form and height–diameter relationsh...

(This article belongs to the Section Urban Forestry)
  • Article
  • Open Access
10 Citations
7,246 Views
19 Pages

Non-Destructive Fast Estimation of Tree Stem Height and Volume Using Image Processing

  • João Coelho,
  • Beatriz Fidalgo,
  • Manuel M. Crisóstomo,
  • Raúl Salas-González and ,
  • A. Paulo Coimbra and
  • Mateus Mendes
  • + 1 author+ 0 author

25 February 2021

Measuring biometric tree characteristics to estimate the volume of wood in a forest area is a time consuming task. It is usually performed by a team of two or more people, who measure the diameter and height of several trees in sampling plots. The re...

  • Article
  • Open Access
1 Citations
1,569 Views
15 Pages

Form Factor Variability in Khaya grandifoliola Trees in Brazil: Implications for Accurate Volume Estimation

  • Andressa Ribeiro,
  • Rafaella Carvalho Mayrinck,
  • Ximena Mendes de Oliveira,
  • Carolina Souza Jarochinski Dellu and ,
  • José Lucas Vieira Pinheiro,
  • Kennedy Paiva Porfírio,
  • Maurício Sangiogo and
  • Antonio Carlos Ferraz Filho
  • + 3 authors+ 0 author

10 February 2026

Form factor is a key parameter for describing tree taper and provides a simple yet effective method for estimating wood volume. However, applying a single form factor across all tree sizes and ages may lead to substantial errors in volume estimation....

(This article belongs to the Special Issue Forest Biometrics, Inventory, and Modelling of Growth and Yield: 2nd Edition)
  • Article
  • Open Access
26 Citations
5,702 Views
24 Pages

Benchmarking Under- and Above-Canopy Laser Scanning Solutions for Deriving Stem Curve and Volume in Easy and Difficult Boreal Forest Conditions

  • Jesse Muhojoki,
  • Daniella Tavi,
  • Eric Hyyppä,
  • Matti Lehtomäki and ,
  • Tamás Faitli,
  • Harri Kaartinen,
  • Antero Kukko,
  • Teemu Hakala and
  • Juha Hyyppä
  • + 4 authors+ 0 author

13 May 2024

The use of mobile laser scanning for mapping forests has scarcely been studied in difficult forest conditions. In this paper, we compare the accuracy of retrieving tree attributes, particularly diameter at breast height (DBH), stem curve, stem volume...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
23 Citations
4,270 Views
14 Pages

9 January 2020

Variation in tree stem form depends on species, age, site conditions, etc. Stem taper models that estimate stem diameter at any height and volume should comply with this complexity. In the paper, we propose new methods taking into account both unbias...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
731 Views
21 Pages

5 June 2026

Mobile laser scanning (MLS) enables rapid, high-resolution measurement of forest structure, yet its reliability for estimating stem volume and aboveground biomass (AGB) in dense plantations and its sensitivity to tree height uncertainty remain insuff...

(This article belongs to the Special Issue Remote Sensing-Based Methods for Forest Aboveground Biomass Estimation—2nd Edition)
  • Article
  • Open Access
2 Citations
4,955 Views
15 Pages

An Improved Weise’s Rule for Efficient Estimation of Stand Quadratic Mean Diameter

  • Róbert Sedmák,
  • Ľubomír Scheer,
  • Róbert Marušák,
  • Michal Bošeľa and ,
  • Denisa Sedmáková and
  • Marek Fabrika
  • + 1 author+ 0 author

27 July 2015

The main objective of this study was to explore the accuracy of Weise’s rule of thumb applied to an estimation of the quadratic mean diameter of a forest stand. Virtual stands of European beech (Fagus sylvatica L.) across a range of structure types w...

  • Article
  • Open Access
117 Citations
16,195 Views
14 Pages

30 July 2016

In this article we introduce a new method for forest management inventories especially suitable for highly-valued timber where the precise estimation of stem parameters (diameter, form, and tapper) plays the key role for market purposes. The unmanned...

(This article belongs to the Special Issue Forest Ground Observations through Terrestrial Point Clouds)
  • Article
  • Open Access
4 Citations
2,668 Views
22 Pages

Form and Volume of the Stem of Tectona grandis L.f. in the Central-WESTERN Region of Brazil

  • Karen Janones da Rocha,
  • César Augusto Guimarães Finger,
  • Cyro Matheus Cometti Favalessa,
  • Sidney Fernando Caldeira and
  • Frederico Dimas Fleig

31 October 2022

The international market has recognized the high value of Tectona grandis L.f. plantations, requiring the development of reliable and accurate tools and techniques to quantify forest stocks accurately. In this study, we developed suitable equations t...

(This article belongs to the Special Issue Modeling of Forest Tree and Stand Parameters)
  • Article
  • Open Access
2 Citations
1,064 Views
14 Pages

Application of Machine Learning Models in the Estimation of Quercus mongolica Stem Profiles

  • Chiung Ko,
  • Jintaek Kang,
  • Chaejun Lim,
  • Donggeun Kim and
  • Minwoo Lee

10 July 2025

Accurate estimation of stem profiles is critical for forest management, timber yield prediction, and ecological modeling. However, traditional taper equations often fail to capture species-specific growth variability and exhibit significant biases, p...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
5 Citations
3,762 Views
13 Pages

Do AI Models Improve Taper Estimation? A Comparative Approach for Teak

  • Víctor Hugo Fernández-Carrillo,
  • Víctor Hugo Quej-Chi,
  • Hector Manuel De los Santos-Posadas and
  • Eugenio Carrillo-Ávila

11 September 2022

Correctly estimating stem diameter at any height is an essential task in determining the profitability of a commercial forest plantation, since the integration of the cross-sectional area along the stem of the trees allows estimating the timber volum...

(This article belongs to the Special Issue Modelling Forest Ecosystems)
  • Article
  • Open Access
14 Citations
4,939 Views
14 Pages

Maize (Zea mays L.) Stem Target Region Extraction and Stem Diameter Measurement Based on an Internal Gradient Algorithm in Field Conditions

  • Jing Zhou,
  • Mingren Cui,
  • Yushan Wu,
  • Yudi Gao and ,
  • Yijia Tang,
  • Zhiyi Chen,
  • Lixin Hou and
  • Haijuan Tian
  • + 3 authors+ 0 author

22 April 2023

The target region and diameter of maize stems are important phenotyping parameters for evaluating crop vitality and estimating crop biomass. To address the issue that the target region and diameter of maize stems obtained after transplantation may no...

(This article belongs to the Special Issue “Smart Agriculture” Information Technology and Agriculture Cross-Discipline Research and Development)
  • Article
  • Open Access
24 Citations
6,221 Views
18 Pages

An Alternative Approach to Using LiDAR Remote Sensing Data to Predict Stem Diameter Distributions across a Temperate Forest Landscape

  • Rebecca A. Spriggs,
  • David A. Coomes,
  • Trevor A. Jones,
  • John P. Caspersen and
  • Mark C. Vanderwel

12 September 2017

We apply a spatially-implicit, allometry-based modelling approach to predict stem diameter distributions (SDDs) from low density airborne LiDAR data in a heterogeneous, temperate forest in Ontario, Canada. Using a recently published algorithm that re...

  • Article
  • Open Access
41 Citations
5,993 Views
18 Pages

Estimating Canopy Parameters Based on the Stem Position in Apple Trees Using a 2D LiDAR

  • Nikos Tsoulias,
  • Dimitrios S. Paraforos,
  • Spyros Fountas and
  • Manuela Zude-Sasse

11 November 2019

Data of canopy morphology are crucial for cultivation tasks within orchards. In this study, a 2D light detection and range (LiDAR) laser scanner system was mounted on a tractor, tested on a box with known dimensions (1.81 m × 0.6 m × 0.6...

(This article belongs to the Special Issue Precision Agriculture)
  • Article
  • Open Access
1,927 Views
18 Pages

Improved Branch Volume Prediction of Multi-Stemmed Shrubs: Implications in Shrub Volume Inventory and Fuel Characterization

  • Chuan Yuan,
  • Jiayu Zhou,
  • Wenhua Xiang,
  • Nan Lu and ,
  • Yanting Hu,
  • Li Guo,
  • Yi Wang,
  • Weiliang Chen,
  • Guangyao Gao and
  • Xiaohua Wei
  • + 9 authors+ 4 authors

15 August 2024

Accurately estimating the volume of woody vegetation is critical for assessing fuel characteristics and associated wildfire risks in shrublands. However, few studies have investigated the branch volume of multi-stemmed shrubs, a dominant life form in...

(This article belongs to the Topic Forest Productivity, Carbon Dynamics and Eco-Environmental Response: Potential, Development and Challenges)
  • Article
  • Open Access
123 Citations
10,828 Views
20 Pages

13 April 2020

Three-dimensional light detection and ranging (LiDAR) point clouds acquired from unmanned aerial vehicles (UAVs) represent a relatively new type of remotely sensed data. Point cloud density of thousands of points per square meter with survey-grade ac...

(This article belongs to the Special Issue Individual Tree Detection and Characterisation from UAV Data)
  • Article
  • Open Access
21 Citations
9,592 Views
12 Pages

Form Factors of an Economically Valuable Sal Tree (Shorea robusta) of Nepal

  • Sony Baral,
  • Mathias Neumann,
  • Bijendra Basnyat,
  • Kalyan Gauli and ,
  • Sishir Gautam,
  • Shes Kanta Bhandari and
  • Harald Vacik
  • + 2 authors+ 0 author

13 July 2020

The accurate prediction of the volume of standing trees is a prerequisite for planning and decision making in sustainable forest management. In Nepal, limited information on form factor (i.e. the ratio of the volume of a tree to the product of its ba...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
191 Citations
12,379 Views
31 Pages

Comparison of Backpack, Handheld, Under-Canopy UAV, and Above-Canopy UAV Laser Scanning for Field Reference Data Collection in Boreal Forests

  • Eric Hyyppä,
  • Xiaowei Yu,
  • Harri Kaartinen,
  • Teemu Hakala and ,
  • Antero Kukko,
  • Mikko Vastaranta and
  • Juha Hyyppä
  • + 2 authors+ 0 author

13 October 2020

In this work, we compared six emerging mobile laser scanning (MLS) technologies for field reference data collection at the individual tree level in boreal forest conditions. The systems under study were an in-house developed AKHKA-R3 backpack laser s...

(This article belongs to the Special Issue Individual Tree Detection and Characterisation from UAV Data)
  • Article
  • Open Access
79 Citations
17,716 Views
22 Pages

Allometric Equations for Estimating Carbon Stocks in Natural Forest in New Zealand

  • Peter N. Beets,
  • Mark O. Kimberley,
  • Graeme R. Oliver,
  • Stephen H. Pearce and ,
  • J. Doug Graham and
  • Andrea Brandon
  • + 1 author+ 0 author

10 September 2012

Species-specific and mixed-species volume and above ground biomass allometric equations were developed for 15 indigenous tree species and four tree fern species in New Zealand. A mixed-species tree equation based on breast height diameter (DBH) and t...

  • Article
  • Open Access
18 Citations
3,429 Views
17 Pages

8 February 2021

Terrestrial laser scanning (TLS) plays a significant role in forest resource investigation, forest parameter inversion and tree 3D model reconstruction. TLS can accurately, quickly and nondestructively obtain 3D structural information of standing tre...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
29 Citations
8,904 Views
21 Pages

12 July 2017

The estimation of tree biomass and the products that can be obtained from a tree stem have focused forest research for more than two centuries. Traditionally, measurements of the entire tree bole were expensive or inaccurate, even when sophisticated...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
5 Citations
3,117 Views
14 Pages

Additive Allometric Equations to Improve Aboveground Biomass Estimation for Mongolian Pine Plantations in Mu Us Sandy Land, Inner Mongolia, China

  • Bilige Siqing,
  • Shengwang Meng,
  • Liping Liu,
  • Guang Zhou and ,
  • Jian Yu,
  • Zhenzhao Xu and
  • Qijing Liu
  • + 2 authors+ 0 author

12 October 2022

Afforestation is conducive to improving ecosystem service functions and ecosystem diversity in the Mu Us Sandy Land, however, the important attribute of biomass for Mongolian pine (Pinus sylvestris var. mongolica Litv.) plantations has yet to be accu...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
12 Citations
7,709 Views
13 Pages

22 August 2014

An equation was constructed to estimate the stem volume of Norway spruce (Picea abies (L.) Karst.) in 145 stands growing on former farmland in Sweden (Latitude 56–63° N). The mean total age was 40 ± 13 (range 17–91) years, the mean diameter at breast...

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