Individual tree segmentation and tree species classification in subtropical broadleaf forests using UAV-based LiDAR, hyperspectral, and ultrahigh-resolution RGB data
出版年份 2022 全文链接
标题
Individual tree segmentation and tree species classification in subtropical broadleaf forests using UAV-based LiDAR, hyperspectral, and ultrahigh-resolution RGB data
作者
关键词
-
出版物
REMOTE SENSING OF ENVIRONMENT
Volume 280, Issue -, Pages 113143
出版商
Elsevier BV
发表日期
2022-07-06
DOI
10.1016/j.rse.2022.113143
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Individual Tree Crown Segmentation Directly from UAV-Borne LiDAR Data Using the PointNet of Deep Learning
- (2021) Xinxin Chen et al. Forests
- Individual Tree-Crown Detection and Species Classification in Very High-Resolution Remote Sensing Imagery Using a Deep Learning Ensemble Model
- (2020) Alin-Ionuț Pleșoianu et al. Remote Sensing
- Advances in hyperspectral remote sensing of vegetation traits and functions
- (2020) Yongguang Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Urban forest monitoring based on multiple features at the single tree scale by UAV
- (2020) Xiaofeng Wang et al. URBAN FORESTRY & URBAN GREENING
- Continuous Wavelet Analysis of Leaf Reflectance Improves Classification Accuracy of Mangrove Species
- (2019) Yi Xu et al. Remote Sensing
- Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis
- (2019) Matheus Pinheiro Ferreira et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Assessment of Individual Tree Detection and Canopy Cover Estimation using Unmanned Aerial Vehicle based Light Detection and Ranging (UAV-LiDAR) Data in Planted Forests
- (2019) Xiangqian Wu et al. Remote Sensing
- Monitoring the Effects of Water Stress in Cotton using the Green Red Vegetation Index and Red Edge Ratio
- (2019) Ballester et al. Remote Sensing
- Machine Learning Techniques for Tree Species Classification Using Co-Registered LiDAR and Hyperspectral Data
- (2019) Julia Marrs et al. Remote Sensing
- Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data
- (2019) Camile Sothe et al. Remote Sensing
- The Influence of Vegetation Characteristics on Individual Tree Segmentation Methods with Airborne LiDAR Data
- (2019) Qiuli Yang et al. Remote Sensing
- Predicting stem diameters and aboveground biomass of individual trees using remote sensing data
- (2018) Michele Dalponte et al. ECOLOGICAL INDICATORS
- Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data
- (2018) Øivind Due Trier et al. European Journal of Remote Sensing
- Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data
- (2018) Julia Maschler et al. Remote Sensing
- Improving Tree Species Classification Using UAS Multispectral Images and Texture Measures
- (2018) Rossana Gini et al. ISPRS International Journal of Geo-Information
- Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images
- (2018) Fabien Hubert Wagner et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Performance evaluation of textural features in improving land use/land cover classification accuracy of heterogeneous landscape using multi-sensor remote sensing data
- (2018) Varun Narayan Mishra et al. Earth Science Informatics
- An Automated Hierarchical Approach for Three-Dimensional Segmentation of Single Trees Using UAV LiDAR Data
- (2018) Wanqian Yan et al. Remote Sensing
- Comparison of Independent Component Analysis, Principal Component Analysis, and Minimum Noise Fraction Transformation for Tree Species Classification Using APEX Hyperspectral Imagery
- (2018) Zahra Dabiri et al. ISPRS International Journal of Geo-Information
- Estimating stand density, biomass and tree species from very high resolution stereo-imagery – towards an all-in-one sensor for forestry applications?
- (2017) Fabian Ewald Fassnacht et al. FORESTRY
- Species classification using Unmanned Aerial Vehicle (UAV)-acquired high spatial resolution imagery in a heterogeneous grassland
- (2017) Bing Lu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data
- (2017) Luxia Liu et al. REMOTE SENSING OF ENVIRONMENT
- UAV lidar and hyperspectral fusion for forest monitoring in the southwestern USA
- (2017) Temuulen Sankey et al. REMOTE SENSING OF ENVIRONMENT
- Comparison of support vector machine, random forest and neural network classifiers for tree species classification on airborne hyperspectral APEX images
- (2017) Edwin Raczko et al. European Journal of Remote Sensing
- Tree-Species Classification in Subtropical Forests Using Airborne Hyperspectral and LiDAR Data
- (2017) Xin Shen et al. Remote Sensing
- Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging
- (2017) Olli Nevalainen et al. Remote Sensing
- Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA
- (2016) Juheon Lee et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery
- (2016) Yanfei Zhong et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Juvenile tree classification based on hyperspectral image acquired from an unmanned aerial vehicle
- (2016) Jin Huang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Urban Tree Species Mapping Using Airborne LiDAR and Hyperspectral Data
- (2016) Yuanyong Dian et al. Journal of the Indian Society of Remote Sensing
- Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data
- (2016) Matheus Pinheiro Ferreira et al. REMOTE SENSING OF ENVIRONMENT
- LiDAR waveform features for tree species classification and their sensitivity to tree- and acquisition related parameters
- (2016) A. Hovi et al. REMOTE SENSING OF ENVIRONMENT
- Lidar detection of individual tree size in tropical forests
- (2016) António Ferraz et al. REMOTE SENSING OF ENVIRONMENT
- Automatic Segment-Level Tree Species Recognition Using High Resolution Aerial Winter Imagery
- (2016) Anton Kuzmin et al. European Journal of Remote Sensing
- Object-Based Tree Species Classification in Urban Ecosystems Using LiDAR and Hyperspectral Data
- (2016) Zhongya Zhang et al. Forests
- Tree Species Classification Using Hyperspectral Imagery: A Comparison of Two Classifiers
- (2016) Laurel Ballanti et al. Remote Sensing
- Feature-location analyses for identification of urban tree species from very high resolution remote sensing data
- (2015) Jianhua Zhou et al. Ecological Informatics
- The role of remote sensing in process-scaling studies of managed forest ecosystems
- (2015) Jeffrey G. Masek et al. FOREST ECOLOGY AND MANAGEMENT
- Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa
- (2015) Galal Omer et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Grain size dependent texture evolution in severely rolled pure copper
- (2015) C.F. Gu et al. MATERIALS CHARACTERIZATION
- Mangrove Tree Crown Delineation from High-Resolution Imagery
- (2015) Muditha K. Heenkenda et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Estimation of the leaf area density distribution of individual trees using high-resolution and multi-return airborne LiDAR data
- (2015) Haruki Oshio et al. REMOTE SENSING OF ENVIRONMENT
- On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
- (2015) G. Tochon et al. REMOTE SENSING OF ENVIRONMENT
- Delineation of Individual Tree Crowns from ALS and Hyperspectral data: a comparison among four methods
- (2015) Michele Dalponte et al. European Journal of Remote Sensing
- Individual Tree Segmentation from LiDAR Point Clouds for Urban Forest Inventory
- (2015) Caiyun Zhang et al. Remote Sensing
- UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis
- (2015) Quanlong Feng et al. Remote Sensing
- Urban tree species mapping using hyperspectral and lidar data fusion
- (2014) Michael Alonzo et al. REMOTE SENSING OF ENVIRONMENT
- Classification of tree species based on structural features derived from high density LiDAR data
- (2013) Jili Li et al. AGRICULTURAL AND FOREST METEOROLOGY
- Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms
- (2013) Xiao Shang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A New Method for Segmenting Individual Trees from the Lidar Point Cloud
- (2013) Wenkai Li et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (Central Chile, 1975–2010)
- (2013) Olga Lucia Puertas et al. REMOTE SENSING OF ENVIRONMENT
- Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data
- (2013) Michele Dalponte et al. REMOTE SENSING OF ENVIRONMENT
- Stem Volume and Above-Ground Biomass Estimation of Individual Pine Trees From LiDAR Data: Contribution of Full-Waveform Signals
- (2012) Tristan Allouis et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy
- (2012) Jean-Baptiste Feret et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment
- (2012) L. Naidoo et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An individual tree crown delineation method based on multi-scale segmentation of imagery
- (2012) Linhai Jing et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Tree species classification and estimation of stem volume and DBH based on single tree extraction by exploiting airborne full-waveform LiDAR data
- (2012) Wei Yao et al. REMOTE SENSING OF ENVIRONMENT
- Retrieval of vertical LAI profiles over tropical rain forests using waveform lidar at La Selva, Costa Rica
- (2012) Hao Tang et al. REMOTE SENSING OF ENVIRONMENT
- Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data
- (2012) Michele Dalponte et al. REMOTE SENSING OF ENVIRONMENT
- Classification of urban tree species using hyperspectral imagery
- (2012) Ryan R. Jensen et al. Geocarto International
- Tree Species Detection Accuracies Using Discrete Point Lidar and Airborne Waveform Lidar
- (2012) Nicholas R. Vaughn et al. Remote Sensing
- Mapping Savanna Tree Species at Ecosystem Scales Using Support Vector Machine Classification and BRDF Correction on Airborne Hyperspectral and LiDAR Data
- (2012) Matthew Colgan et al. Remote Sensing
- Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data
- (2012) Markus Immitzer et al. Remote Sensing
- A synthesis of current knowledge on forests and carbon storage in the United States
- (2011) Duncan C. McKinley et al. ECOLOGICAL APPLICATIONS
- A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing
- (2011) Yinghai Ke et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Classifying individual tree genera using stepwise cluster analysis based on height and intensity metrics derived from airborne laser scanner data
- (2011) Sooyoung Kim et al. REMOTE SENSING OF ENVIRONMENT
- The effect of seasonal spectral variation on species classification in the Panamanian tropical forest
- (2011) Michael Hesketh et al. REMOTE SENSING OF ENVIRONMENT
- Backscatter coefficient as an attribute for the classification of full-waveform airborne laser scanning data in urban areas
- (2010) Cici Alexander et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Texture and Scale in Object-Based Analysis of Subdecimeter Resolution Unmanned Aerial Vehicle (UAV) Imagery
- (2009) A.S. Laliberte et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- 3D segmentation of single trees exploiting full waveform LIDAR data
- (2009) J. Reitberger et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas: A comparison study
- (2009) Weiqi Zhou et al. REMOTE SENSING OF ENVIRONMENT
- Tree species differentiation using intensity data derived from leaf-on and leaf-off airborne laser scanner data
- (2009) Sooyoung Kim et al. REMOTE SENSING OF ENVIRONMENT
- Classifying species of individual trees by intensity and structure features derived from airborne laser scanner data
- (2009) Hans Ole Ørka et al. REMOTE SENSING OF ENVIRONMENT
- Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees
- (2008) J. Reitberger et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Forest vertical structure from GLAS: An evaluation using LVIS and SRTM data
- (2007) G SUN et al. REMOTE SENSING OF ENVIRONMENT
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