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Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 17
作者:
Liu, Tian
;
Jin, Huaan
;
Li, Ainong
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
SGOT: A Simplified Geometric-Optical Model for Crown Scene Components Modeling over Rugged Terrain
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 8, 页码: 24
作者:
Hu, Guyue
;
Li, Ainong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/05
canopy reflectance
geometric-optical model
scene components
topographic effect
Bi-LSTM Model for Time Series Leaf Area Index Estimation Using Multiple Satellite Products
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Liu, Tian
;
Jin, Huaan
;
Xie, Xinyao
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/02
Bidirectional long short-term memory (Bi-LSTM)
deep learning (DL)
leaf area index (LAI)
time series
Predicting leaf traits of temperate broadleaf deciduous trees from hyperspectral reflectance: can a general model be applied across a growing season?
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:
Chen, LT
;
Zhang, Y
;
Nunes, MH
;
Stoddart, J
;
Khoury, S
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/12/02
Tree Species Classification Using Plant Functional Traits and Leaf Spectral Properties along the Vertical Canopy Position
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 24
作者:
Zhang, Yicen
;
Wang, Junjie
;
Wu, Zhifeng
;
Lian, Juyu
;
Ye, Wanhui
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
species classification
canopy layer
leaf hyperspectral data
data fusion
evergreen broad-leaved forest
Extending a canopy reflectance model for mangroves: A case study in south east queensland, Australia
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2022, 卷号: 316
作者:
Niu, Chunyue
;
Woodgate, William
;
Phinn, Stuart R.
;
Roelfsema, Chris M.
;
Su, Yanjun
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
Canopy reflectance modelling
Mangroves
Radiative transfer model
Fractional cover
Woody material
Variation of intra-daily instantaneous FAPAR estimated from the geostationary Himawari-8 AHI data
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 17
作者:
Zhang, Yinghui
;
Fang, Hongliang
;
Wang, Yao
;
Li, Sijia
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  |  
浏览/下载:57/0
  |  
提交时间:2021/11/05
Himawari-8 AHI
FAPAR
Intra-day
Radiative transfer model
Validation
Multichannel Interconnection Decomposition for Hyperspectral LiDAR Waveforms Detected From Over 500 m
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021
作者:
Wang, Binhui
;
Song, Shalei
;
Shi, Shuo
;
Chen, Zhenwei
;
Li, Faquan
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/01/25
Laser radar
Lasers
Optical pulses
Hyperspectral imaging
Distance measurement
Optical scattering
Optical refraction
Full-waveform light detection and ranging (LiDAR)
hyperspectral LiDAR
ranging
spectral detection
waveform decomposition
Canopy clumping index (CI): A review of methods, characteristics, and applications
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 303, 页码: 18
作者:
Fang, Hongliang
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/06/10
Clumping index (CI)
Leaf area index (LAI)
Effective LAI
Normalized difference hotspot and darkspot (NDHD)
Field measurement
Remote sensing estimation
Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 178, 页码: 16
作者:
Zhu, Wanxue
;
Sun, Zhigang
;
Yang, Ting
;
Li, Jing
;
Peng, Jinbang
收藏
  |  
浏览/下载:114/0
  |  
提交时间:2021/03/15
Unmanned aerial vehicle (UAV)
Hyperspectral
Chlorophyll
Machine learning
Precision agriculture
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