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北京大学 [5]
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Mapping Tree Species Composition Using OHS-1 Hyperspectral Data and Deep Learning Algorithms in Changbai Mountains, Northeast China
期刊论文
FORESTS, 2019, 卷号: 10, 期号: 9
作者:
Xi, Yanbiao
;
Ren, Chunying
;
Wang, Zongming
;
Wei, Shiqing
;
Bai, Jialing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/05
deep learning
convolutional neural network
tree species classification
random forest
OHS-1 hyperspectral image
Mapping Individual Tree Species and Vitality along Urban Road Corridors with LiDAR and Imaging Sensors: Point Density versus View Perspective
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 9
作者:
Wu, Jianwei
;
Yao, Wei
;
Polewski, Przemyslaw
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/05
Ultra-dense MLS
ALS
tree species classification
vitality
CRF (conditional random field)
evidence fusion
An application of tree species classification using high-resolution remote sensing image based on the rough set theory
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 卷号: 76, 期号: 21, 页码: 22999-23015
作者:
Zeng, Yi
;
Wang, Shuang
;
Zhao, Tianzhong
;
Wang, Jing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/09/25
Rough set theory
Feature extraction
Object-oriented classification
Tree species recognition
Forest monitoring
Toward extending terrestrial laser scanning applications in forestry: a case study of broad- and needle-leaf tree classification
期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017
Lin, Yi
;
Jiang, Miao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/12/03
tree classification
broad-leaf
needle-leaf
static terrestrial laser scanning
SPECIES CLASSIFICATION
STATIC TERRESTRIAL
INDIVIDUAL TREES
LIDAR
PARAMETERS
RESOLUTION
AIRBORNE
BIOMASS
REGION
TLS-bridged co-prediction of tree-level multifarious stem structure variables from worldview-2 panchromatic imagery: a case study of the boreal forest
期刊论文
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2017
Lin, Yi
;
Wei, Tian
;
Yang, Bin
;
Knyazikhin, Yuri
;
Zhang, Yuhu
;
Sato, Hisashi
;
Fang, Xing
;
Liang, Xinlian
;
Yan, Lei
;
Sun, Shanlin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2017/12/03
Tree stem structure variable (SSV)
WorldView-2 panchromatic image (WPI)
static terrestrial laser scanning (TLS)
allometric relationship
co-prediction model
TERRESTRIAL LASER SCANNER
SPECIES CLASSIFICATION
FEATURE PARAMETERS
ALLOMETRIC RELATIONSHIPS
BIOMASS ESTIMATION
INDIVIDUAL TREES
PINUS-SYLVESTRIS
SATELLITE IMAGES
STANDING TREES
CROWN HEIGHT
A comprehensive but efficient framework of proposing and validating feature parameters from airborne LiDAR data for tree species classification
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2016
Lin, Yi
;
Hyyppa, Juha
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
Tree species classification
LiDAR
Framework
Feature parameters
SVM classifier
LASER-SCANNING DATA
STATIC TERRESTRIAL
TEMPERATE FOREST
GROWTH
IMAGES
MANAGEMENT
VOLUME
STAND
Tree species classification based on explicit tree structure feature parameters derived from static terrestrial laser scanning data
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2016
Lin, Yi
;
Herold, Martin
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  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
Tree species classification
Static terrestrial laser scanning (TLS)
Explicit tree structure feature parameters
Support vector machine (SVM) classifier
Leave-one-out-for-cross-validation (LOOCV)
SUPPORT VECTOR MACHINES
LIDAR DATA
MULTISPECTRAL IMAGERY
TEMPERATE FOREST
STANDING TREES
AIRBORNE LIDAR
TOPOGRAPHY
PROFILES
BIOMASS
FUSION
Fine-scale population estimation by 3D reconstruction of urban residential buildings
期刊论文
Sensors (Switzerland), 2016, 卷号: 16, 期号: 10
作者:
Wang, Shixin
;
Tian, Ye
;
Zhou, Yi
;
Liu, Wenliang
;
Lin, Chenxi
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2017/04/24
TREE SPECIES CLASSIFICATION
OBJECT-BASED CLASSIFICATION
RESOLUTION SATELLITE IMAGES
REMOTE-SENSING DATA
LAND-COVER
LIDAR DATA
VEGETATION
FOREST
TEXTURE
ALGORITHMS
LiDAR: An important tool for next-generation phenotyping technology of high potential for plant phenomics?
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2015
Lin, Yi
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2017/12/03
Plant phenomics
Light detection and ranging (LiDAR)
High-throughput phenotyping
Field phenotyping
Comprehensive phenotyping
Hyperspectral LiDAR
WAVE-FORM LIDAR
LEAF-AREA INDEX
TREE SPECIES CLASSIFICATION
SUPERCONTINUUM LASER SOURCE
PORTABLE SCANNING LIDAR
WHEAT NITROGEN STATUS
CHLOROPHYLL FLUORESCENCE
HYPERSPECTRAL LIDAR
AIRBORNE LIDAR
IN-VIVO
Study on Recognition of Bird Species in Minjiang River Estuary Wetland
会议论文
作者:
Lin, Hongji
;
Lin, Han
;
Chen, Weibin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/21
Decision tree of SVM
feature extraction
Recognition of bird species
Classification
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