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3,226 Results Found

  • Article
  • Open Access
31 Citations
5,874 Views
16 Pages

10 August 2020

While complex urban morphologies including different materials, wall structures, etc., are rather adequately represented in microclimate models, replication of actual plant geometry is—so far—rather crudely handled. However, plant geometr...

  • Article
  • Open Access
1 Citations
1,993 Views
20 Pages

New Coupled Canopy–Light Model (CCLM) to Improve Visual Polymorphism Simulation of Fir Morphology

  • Yuanqing Zuo,
  • Huaiqing Zhang,
  • Zeyu Cui,
  • Yang Liu,
  • Kexin Lei,
  • Xingtao Hu,
  • Hanqing Qiu,
  • Jiansen Wang,
  • Jing Zhang and
  • Tingdong Yang

17 March 2023

Environmental factors substantially influence the growth of trees. The current studies on tree growth simulation have mainly focused on the effect of environmental factors on diameter at breast height and tree height. However, the influence of enviro...

  • Article
  • Open Access
8 Citations
4,223 Views
17 Pages

Derivation of Canopy Resistance in Turbulent Flow from First-Order Closure Models

  • Wei-Jie Wang,
  • Wen-Qi Peng,
  • Wen-Xin Huai,
  • Gabriel Katul,
  • Xiao-Bo Liu,
  • Fei Dong,
  • Xiao-Dong Qu and
  • Hai-Ping Zhang

4 December 2018

Quantification of roughness effects on free surface flows is unquestionably necessary when describing water and material transport within ecosystems. The conventional hydrodynamic resistance formula empirically shows that the Darcy–Weisbach fri...

  • Article
  • Open Access
35 Citations
10,058 Views
19 Pages

Integrating Wheat Canopy Temperatures in Crop System Models

  • Dorothee Neukam,
  • Hella Ahrends,
  • Adam Luig,
  • Remy Manderscheid and
  • Henning Kage

22 January 2016

Crop system models are generally parametrized with daily air temperatures recorded at 1.5 or 2 m height. These data are not able to represent temperatures at the canopy level, which control crop growth, and the impact of heat stress on crop yield, wh...

  • Article
  • Open Access
1 Citations
3,151 Views
14 Pages

29 September 2018

The canopy shading model is widely used in agroforestry systems. However, the canopy shading model cannot be verified by the measured shading distribution of an apple tree due to the uneven ground and adjacent apple trees. This paper measures the spa...

  • Article
  • Open Access
22 Citations
5,869 Views
22 Pages

Analysis of the Spatial Differences in Canopy Height Models from UAV LiDAR and Photogrammetry

  • Qingwang Liu,
  • Liyong Fu,
  • Qiao Chen,
  • Guangxing Wang,
  • Peng Luo,
  • Ram P. Sharma,
  • Peng He,
  • Mei Li,
  • Mengxi Wang and
  • Guangshuang Duan

6 September 2020

Forest canopy height is one of the most important spatial characteristics for forest resource inventories and forest ecosystem modeling. Light detection and ranging (LiDAR) can be used to accurately detect canopy surface and terrain information from...

  • Article
  • Open Access
20 Citations
3,404 Views
17 Pages

Transferability of Airborne LiDAR Data for Canopy Fuel Mapping: Effect of Pulse Density and Model Formulation

  • Eva Marino,
  • José Luis Tomé,
  • Carmen Hernando,
  • Mercedes Guijarro and
  • Javier Madrigal

26 August 2022

Canopy fuel characterization is critical to assess fire hazard and potential severity in forest stands. Simulation tools provide useful information for fire prevention planning to reduce wildfire impacts, provided that reliable fuel maps exist at ade...

  • Article
  • Open Access
8 Citations
2,421 Views
13 Pages

4 December 2022

Air-assisted sprayers are the mainstream orchard plant protection machinery in China. During the usage of sprayers, the pesticide droplets carried by strong air jets from sprayers enter into the target canopy. Therefore, the distribution of airflow f...

  • Article
  • Open Access
25 Citations
5,031 Views
16 Pages

Incorporating a Canopy Parameterization within a Coupled Fire-Atmosphere Model to Improve a Smoke Simulation for a Prescribed Burn

  • Derek V. Mallia,
  • Adam K. Kochanski,
  • Shawn P. Urbanski,
  • Jan Mandel,
  • Angel Farguell and
  • Steven K. Krueger

7 August 2020

Forecasting fire growth, plume rise and smoke impacts on air quality remains a challenging task. Wildland fires dynamically interact with the atmosphere, which can impact fire behavior, plume rises, and smoke dispersion. For understory fires, the fir...

  • Article
  • Open Access
16 Citations
4,923 Views
40 Pages

Comparison of Seven Inversion Models for Estimating Plant and Woody Area Indices of Leaf-on and Leaf-off Forest Canopy Using Explicit 3D Forest Scenes

  • Jie Zou,
  • Yinguo Zhuang,
  • Francesco Chianucci,
  • Chunna Mai,
  • Weimu Lin,
  • Peng Leng,
  • Shezhou Luo and
  • Bojie Yan

16 August 2018

Optical methods require model inversion to infer plant area index (PAI) and woody area index (WAI) of leaf-on and leaf-off forest canopy from gap fraction or radiation attenuation measurements. Several inversion models have been developed previously,...

  • Article
  • Open Access
4 Citations
2,505 Views
18 Pages

Forest Canopy Height Estimation by Integrating Structural Equation Modeling and Multiple Weighted Regression

  • Hongbo Zhu,
  • Bing Zhang,
  • Weidong Song,
  • Qinghua Xie,
  • Xinyue Chang and
  • Ruishan Zhao

16 February 2024

As an important component of forest parameters, forest canopy height is of great significance to the study of forest carbon stocks and carbon cycle status. There is an increasing interest in obtaining large-scale forest canopy height quickly and accu...

  • Article
  • Open Access
35 Citations
6,762 Views
14 Pages

A Canopy Density Model for Planar Orchard Target Detection Based on Ultrasonic Sensors

  • Hanzhe Li,
  • Changyuan Zhai,
  • Paul Weckler,
  • Ning Wang,
  • Shuo Yang and
  • Bo Zhang

24 December 2016

Orchard target-oriented variable rate spraying is an effective method to reduce pesticide drift and excessive residues. To accomplish this task, the orchard targets’ characteristic information is needed to control liquid flow rate and airflow rate. O...

  • Article
  • Open Access
5 Citations
6,112 Views
15 Pages

Virtual Geographic Simulation of Light Distribution within Three-Dimensional Plant Canopy Models

  • Liyu Tang,
  • Dan Yin,
  • Shuwei Chen,
  • Chongcheng Chen,
  • Hongyu Huang and
  • Ding Lin

Virtual geographic environments (VGEs) have been regarded as an important new means of simulating, analyzing, and understanding complex geological processes. Plants and light are major components of the geographic environment. Light is a critical fac...

  • Article
  • Open Access
17 Citations
8,498 Views
22 Pages

28 February 2017

Canopy density measures such as the Leaf Area Index (LAI) have become standardized mapping products derived from airborne and terrestrial Light Detection And Ranging (aLiDAR and tLiDAR, respectively) data. A specific application of LiDAR point clouds...

  • Article
  • Open Access
6 Citations
4,129 Views
20 Pages

16 January 2021

Profile radar allows direct characterization of the vertical forest structure. Short-wavelength, such as Ku or X band, microwave data provide opportunities to detect the foliage. In order to exploit the potential of radar technology in forestry appli...

  • Article
  • Open Access
5 Citations
4,438 Views
14 Pages

Until recently, stream temperature processes controlled by aquatic macrophyte shading (i.e., the riverine canopy) was an unrecognized phenomenon. This study aims to address the question of the temporal and spatial scale of monitoring and modeling tha...

  • Article
  • Open Access
1 Citations
2,249 Views
21 Pages

Fine-Scale Quantification of the Effect of Maize Tassel on Canopy Reflectance with 3D Radiative Transfer Modeling

  • Youyi Jiang,
  • Zhida Cheng,
  • Guijun Yang,
  • Dan Zhao,
  • Chengjian Zhang,
  • Bo Xu,
  • Haikuan Feng,
  • Ziheng Feng,
  • Lipeng Ren and
  • Hao Yang
  • + 1 author

25 July 2024

Quantifying the effect of maize tassel on canopy reflectance is essential for creating a tasseling progress monitoring index, aiding precision agriculture monitoring, and understanding vegetation canopy radiative transfer. Traditional field measureme...

  • Article
  • Open Access
17 Citations
4,349 Views
16 Pages

Strawberries (Fragaria × ananassa Duch.) are highly perishable fruit. Timely prediction of yield is crucial for labor management and marketing decision-making. This study demonstrates the use of high-resolution ground-based imagery, in addition to pr...

  • Article
  • Open Access
2 Citations
3,274 Views
19 Pages

Improvement and Impacts of Forest Canopy Parameters on Noah-MP Land Surface Model from UAV-Based Photogrammetry

  • Ming Chang,
  • Shengjie Zhu,
  • Jiachen Cao,
  • Bingyin Chen,
  • Qi Zhang,
  • Weihua Chen,
  • Shiguo Jia,
  • Padmaja Krishnan and
  • Xuemei Wang

16 December 2020

Taking a typical forest’s underlying surface as our research area, in this study, we employed unmanned aerial vehicle (UAV) photogrammetry to explore more accurate canopy parameters including the tree height and canopy radius, which were used t...

  • Technical Note
  • Open Access
7 Citations
2,912 Views
15 Pages

Creating a Field-Wide Forage Canopy Model Using UAVs and Photogrammetry Processing

  • Cameron Minch,
  • Joseph Dvorak,
  • Josh Jackson and
  • Stuart Tucker Sheffield

25 June 2021

Alfalfa canopy structure reveals useful information for managing this forage crop, but manual measurements are impractical at field-scale. Photogrammetry processing with images from Unmanned Aerial Vehicles (UAVs) can create a field-wide three-dimens...

  • Article
  • Open Access
8 Citations
3,296 Views
18 Pages

Spatiotemporal Variations in Vegetation Canopy Interception in China Based on a Revised Gash Model

  • Wei He,
  • Ye Jing,
  • Zhi-Yun Jiang,
  • Chao-Ming Liao,
  • Yong Yu,
  • Jun-Hong Peng,
  • Ya-Duo Zhang,
  • Guo-Long Hou and
  • Si-Yi Zhang

1 September 2022

Vegetation canopy interception (Ic) of precipitation is a considerable component of the global hydrological cycles. Although the measurement and modeling of canopy interception have been explored worldwide at the individual, stand or ecosystem scale,...

  • Article
  • Open Access
17 Citations
7,239 Views
22 Pages

28 August 2015

Forest canopy leaf area index (LAI) inversion based on remote sensing data is an important method to obtain LAI. Currently, the most widely-used model to achieve forest canopy structure parameters is the Li-Strahler geometric-optical bidirectional re...

  • Article
  • Open Access
1 Citations
2,063 Views
14 Pages

5 November 2024

Canopy–atmospheric water vapor output resistance (gs) is a key parameter in researching forest canopy transpiration. It is important for quantifying the water vapor exchange in forest ecosystems. However, the method by which gs is determined ha...

  • Article
  • Open Access
26 Citations
6,693 Views
16 Pages

Topographic Correction of Forest Image Data Based on the Canopy Reflectance Model for Sloping Terrains in Multiple Forward Mode

  • Weiliang Fan,
  • Jing Li,
  • Qinhuo Liu,
  • Qian Zhang,
  • Gaifei Yin,
  • Ainong Li,
  • Yelu Zeng,
  • Baodong Xu,
  • Xiaojun Xu and
  • Huaqiang Du
  • + 1 author

Topographic correction methods rarely consider the canopy parameter effects directly and explicitly for sloping canopies. In order to address this problem, the topographic correction method MFM-GOST2 was developed by implementing the second version o...

  • Article
  • Open Access
11 Citations
3,599 Views
22 Pages

20 April 2022

Canopy closure, which is the ratio of the vertical projection area of the crowns to the area of forest land, can indicate the growth and tending situation of a forest and is of great significance for forest management planning. In this study, a geome...

  • Article
  • Open Access
5 Citations
2,513 Views
23 Pages

A Study on Canopy Volume Measurement Model for Fruit Tree Application Based on LiDAR Point Cloud

  • Na Guo,
  • Ning Xu,
  • Jianming Kang,
  • Guohai Zhang,
  • Qingshan Meng,
  • Mengmeng Niu,
  • Wenxuan Wu and
  • Xingguo Zhang

The accurate measurement of orchard canopy volume serves as a crucial foundation for wind regulation and dosage adjustments in precision orchard management. However, existing methods for measuring canopy volume fail to satisfy the high precision and...

  • Article
  • Open Access
5 Citations
2,559 Views
19 Pages

9 January 2023

The Haifa Bay area (HBA) is a major metropolitan area in Israel, which consists of high volume transportation routes, major industrial complexes, and the largest international seaport in Israel. These, which lie relatively near densely populated resi...

  • Article
  • Open Access
2 Citations
2,218 Views
13 Pages

A Synthetic Angle Normalization Model of Vegetation Canopy Reflectance for Geostationary Satellite Remote Sensing Data

  • Yinghao Lin,
  • Qingjiu Tian,
  • Baojun Qiao,
  • Yu Wu,
  • Xianyu Zuo,
  • Yi Xie and
  • Yang Lian

10 October 2022

High-frequency imaging characteristics allow a geostationary satellite (GSS) to capture the diurnal variation in vegetation canopy reflectance spectra, which is of very important practical significance for monitoring vegetation via remote sensing (RS...

  • Article
  • Open Access
5 Citations
3,451 Views
20 Pages

Modeling Directional Brightness Temperature (DBT) over Crop Canopy with Effects of Intra-Row Heterogeneity

  • Yongming Du,
  • Biao Cao,
  • Hua Li,
  • Zunjian Bian,
  • Boxiong Qin,
  • Qing Xiao,
  • Qinhuo Liu,
  • Yijian Zeng and
  • Zhongbo Su

19 August 2020

In order to improve the simulation accuracy of directional brightness temperature (DBT) and the retrieval accuracy of component temperature, a model considering intra-row heterogeneity to simulate the DBT angular distribution over crop canopy is prop...

  • Article
  • Open Access
9 Citations
2,438 Views
21 Pages

Coupling the PROSAIL Model and Machine Learning Approach for Canopy Parameter Estimation of Moso Bamboo Forests from UAV Hyperspectral Data

  • Yongxia Zhou,
  • Xuejian Li,
  • Chao Chen,
  • Lv Zhou,
  • Yinyin Zhao,
  • Jinjin Chen,
  • Cheng Tan,
  • Jiaqian Sun,
  • Lingjun Zhang and
  • Huaqiang Du
  • + 1 author

30 May 2024

Parameters such as the leaf area index (LAI), canopy chlorophyll content (CCH), and canopy carotenoid content (CCA) are important indicators for evaluating the ecological functions of forests. Currently, rapidly developing unmanned aerial vehicles (U...

  • Article
  • Open Access
1 Citations
2,631 Views
22 Pages

27 December 2023

Precision farming, a labor-saving and highly productive form of management, is gaining popularity as the number of farmers declines in comparison to the increasing global food demand. However, it requires more efficient crop phenology observation and...

  • Article
  • Open Access
8 Citations
7,255 Views
24 Pages

20 October 2018

The paper introduces a three-dimensional model to derive the spatial patterns of photosynthetically active radiation (PAR) reflected and absorbed by a non-uniform forest canopy with a multi-species structure, as well as a model algorithm application...

  • Article
  • Open Access
7 Citations
2,506 Views
14 Pages

Response of Population Canopy Color Gradation Skewed Distribution Parameters of the RGB Model to Micrometeorology Environment in Begonia Fimbristipula Hance

  • Pei Zhang,
  • Zhengmeng Chen,
  • Fuzheng Wang,
  • Rong Wang,
  • Tingting Bao,
  • Xiaoping Xie,
  • Ziyue An,
  • Xinxin Jian and
  • Chunwei Liu

The high quality and efficient production of greenhouse vegetation depend on micrometeorology environmental adjusting such as system warming and illumination supplement. In order to improve the quantity, quality, and efficiency of greenhouse vegetati...

  • Article
  • Open Access
5 Citations
2,270 Views
19 Pages

Establishment of a Monitoring Model for the Cotton Leaf Area Index Based on the Canopy Reflectance Spectrum

  • Xianglong Fan,
  • Xin Lv,
  • Pan Gao,
  • Lifu Zhang,
  • Ze Zhang,
  • Qiang Zhang,
  • Yiru Ma,
  • Xiang Yi,
  • Caixia Yin and
  • Lulu Ma

26 December 2022

Cotton is the main economic crop in China and is important owing to its use as an industrial raw material and a cash crop. This experiment was conducted in the main cotton-producing area of Xinjiang, China. A hyperspectrometer was used to monitor the...

  • Article
  • Open Access
66 Citations
7,359 Views
18 Pages

Remote Sensing of Leaf and Canopy Nitrogen Status in Winter Wheat (Triticum aestivum L.) Based on N-PROSAIL Model

  • Zhenhai Li,
  • Xiuliang Jin,
  • Guijun Yang,
  • Jane Drummond,
  • Hao Yang,
  • Beth Clark,
  • Zhenhong Li and
  • Chunjiang Zhao

13 September 2018

Plant nitrogen (N) information has widely been estimated through empirical techniques using hyperspectral data. However, the physical model inversion approach on N spectral response has seldom developed and remains a challenge. In this study, an N-PR...

  • Article
  • Open Access
18 Citations
6,431 Views
23 Pages

Study of Urban Heat Islands Using Different Urban Canopy Models and Identification Methods

  • Rui Silva,
  • Ana Cristina Carvalho,
  • David Carvalho and
  • Alfredo Rocha

20 April 2021

This work aims to compare the performance of the single‑(SLUCM) and multilayer (BEP-Building effect parameterization) urban canopy models (UCMs) coupled with the Weather Research and Forecasting model (WRF), along with the application of two urban he...

  • Article
  • Open Access
4 Citations
2,974 Views
21 Pages

Assessing the Effects of Urban Canopy on Extreme Rainfall over the Lake Victoria Basin in East Africa Using the WRF Model

  • Joan Birungi,
  • Jinhua Yu,
  • Abdoul Aziz Saidou Chaibou,
  • Nyasulu Matthews and
  • Emmanuel Yeboah

14 February 2024

The model simulation focuses on an extreme rainfall event that triggered a flood hazard in the Lake Victoria basin region of East Africa from June 24th to 26th, 2022. This study investigates the impacts of its urban canopy on the extreme rainfall eve...

  • Article
  • Open Access
4 Citations
3,304 Views
21 Pages

Laboratory Study on Wave Attenuation by Elastic Mangrove Model with Canopy

  • Youxiang Lu,
  • Yongjun Luo,
  • Jian Zeng,
  • Zhiyong Zhang,
  • Jielong Hu,
  • Yanan Xu and
  • Wenlong Cheng

This study evaluates the effectiveness of artificial Kandelia obovata forests in wave attenuation through physical model experiments conducted in a wave flume. The experiments meticulously replicated real-world hydrodynamic conditions and mangrove mo...

  • Article
  • Open Access
7 Citations
13,672 Views
19 Pages

16 November 2009

Multilayer canopy representations are the most common structural stand representations due to their simplicity. Implementation of recent advances in technology has allowed scientists to simulate geometrically explicit forest canopies. The effect of s...

  • Article
  • Open Access
5 Citations
4,751 Views
20 Pages

UAV-LiDAR Measurement of Vegetation Canopy Structure Parameters and Their Impact on Land–Air Exchange Simulation Based on Noah-MP Model

  • Guotong Wu,
  • Yingchang You,
  • Yibin Yang,
  • Jiachen Cao,
  • Yujie Bai,
  • Shengjie Zhu,
  • Liping Wu,
  • Weiwen Wang,
  • Ming Chang and
  • Xuemei Wang

23 June 2022

Land surface processes play a vital role in the exchange of momentum, energy, and mass between the land and the atmosphere. However, the current model simplifies the canopy structure using approximately three to six parameters, which makes the repres...

  • Article
  • Open Access
1 Citations
817 Views
20 Pages

An Improved Hierarchical Leaf Density Model for Spatio-Temporal Distribution Characteristic Analysis of UAV Downwash Air-Flow in a Fruit Tree Canopy

  • Shenghui Fu,
  • Naixu Ren,
  • Shuangxi Liu,
  • Mingxi Shao,
  • Yuanmao Jiang,
  • Yuefeng Du,
  • Hongjian Zhang,
  • Linlin Sun and
  • Wen Zhang

1 August 2025

In the process of plant protection for fruit trees using rotary-wing UAVs, challenges such as droplet drift, insufficient canopy penetration, and low agrochemical utilization efficiency remain prominent. Among these, the uncertainty in the spatio-tem...

  • Article
  • Open Access
24 Citations
3,350 Views
16 Pages

An Investigation of Winter Wheat Leaf Area Index Fitting Model Using Spectral and Canopy Height Model Data from Unmanned Aerial Vehicle Imagery

  • Xuewei Zhang,
  • Kefei Zhang,
  • Suqin Wu,
  • Hongtao Shi,
  • Yaqin Sun,
  • Yindi Zhao,
  • Erjiang Fu,
  • Shuo Chen,
  • Chaofa Bian and
  • Wei Ban

12 October 2022

The leaf area index (LAI) is critical for the respiration, transpiration, and photosynthesis of crops. Color indices (CIs) and vegetation indices (VIs) extracted from unmanned aerial vehicle (UAV) imagery have been widely applied to the monitoring of...

  • Article
  • Open Access
23 Citations
7,069 Views
15 Pages

Phenomics is a new area that offers numerous opportunities for its applicability in plant breeding. One possibility is to exploit this type of information obtained from early stages of the growing season by combining it with genomic data. This opens...

  • Article
  • Open Access
12 Citations
8,503 Views
19 Pages

24 April 2015

Canopy structural parameters and light radiation are important for evaluating the light use efficiency and grain yield of crops. Their spatial variation within canopies and temporal variation over growth stages could be simulated using dynamic models...

  • Article
  • Open Access
24 Citations
3,063 Views
19 Pages

Innovative Leaf Area Detection Models for Orchard Tree Thick Canopy Based on LiDAR Point Cloud Data

  • Chenchen Gu,
  • Chunjiang Zhao,
  • Wei Zou,
  • Shuo Yang,
  • Hanjie Dou and
  • Changyuan Zhai

Orchard spraying can effectively control pests and diseases. Over-spraying commonly results in excessive pesticide residues on agricultural products and environmental pollution. To avoid these problems, variable spraying technology uses target canopy...

  • Article
  • Open Access
5 Citations
2,118 Views
13 Pages

Estimation Model for Cotton Canopy Structure Parameters Based on Spectral Vegetation Index

  • Yaqin Qi,
  • Xi Chen,
  • Zhengchao Chen,
  • Xin Zhang,
  • Congju Shen,
  • Yan Chen,
  • Yuanying Peng,
  • Bing Chen,
  • Qiong Wang and
  • Hao Zhang
  • + 1 author

7 January 2025

The spectral vegetation indices derived from remote sensing data provide a detailed spectral analysis for assessing vegetation characteristics. This study investigated the relationship between cotton yield and canopy spectral indices to develop yield...

  • Article
  • Open Access
1 Citations
2,036 Views
21 Pages

Monitoring the Early Growth of Pinus and Eucalyptus Plantations Using a Planet NICFI-Based Canopy Height Model: A Case Study in Riqueza, Brazil

  • Fabien H. Wagner,
  • Fábio Marcelo Breunig,
  • Rafaelo Balbinot,
  • Emanuel Araújo Silva,
  • Messias Carneiro Soares,
  • Marco Antonio Kramm,
  • Mayumi C. M. Hirye,
  • Griffin Carter,
  • Ricardo Dalagnol and
  • Sassan Saatchi
  • + 1 author

6 August 2025

Monitoring the height of secondary forest regrowth is essential for assessing ecosystem recovery, but current methods rely on field surveys, airborne or UAV LiDAR, and 3D reconstruction from high-resolution UAV imagery, which are often costly or limi...

  • Technical Note
  • Open Access
10 Citations
3,257 Views
14 Pages

Integrating UAVs and Canopy Height Models in Vineyard Management: A Time-Space Approach

  • Alberto Sassu,
  • Luca Ghiani,
  • Luca Salvati,
  • Luca Mercenaro,
  • Alessandro Deidda and
  • Filippo Gambella

29 December 2021

The present study illustrates an operational approach estimating individual and aggregate vineyards’ canopy volume estimation through three years Tree-Row-Volume (TRV) measurements and remotely sensed imagery acquired with unmanned aerial vehic...

  • Article
  • Open Access
77 Citations
12,185 Views
24 Pages

1 July 2016

The aim of this study was to follow the response to drought stress in a Poa pratensis canopy exposed to various levels of soil moisture deficit. We tracked the changes in the canopy reflectance (450–2450 nm) and retrieved vegetation properties (Leaf...

  • Article
  • Open Access
10 Citations
4,754 Views
21 Pages

8 June 2021

As a common form of light detection and ranging (LiDAR) in forestry applications, the canopy height model (CHM) provides the elevation distribution of aboveground vegetation. A CHM is traditionally generated by interpolating all the first LiDAR echoe...

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