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Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 12, 页码: 5047-5060
作者:
Ye, Chengming
;
Li, Yao
;
Cui, Peng
;
Liang, Li
;
Pirasteh, Saeid
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/04/02
Terrain factors
Feature extraction
Hyperspectral imaging
Deep learning
Support vector machines
Deep belief network (DBN)
deep learning
feature extraction
hyperspectral data
landslide
Estimating Maize Above-Ground Biomass Using 3D Point Clouds of Multi-Source Unmanned Aerial Vehicle Data at Multi-Spatial Scales
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22, 页码: 22
作者:
Zhu, Wanxue
;
Sun, Zhigang
;
Peng, Jinbang
;
Huang, Yaohuan
;
Li, Jing
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2020/05/19
unmanned aerial vehicle
above-ground biomass
LiDAR
crop height
machine learning
multispectral data
SfM point clouds
Estimation of chlorophyll content in intertidal mangrove leaves with different thicknesses using hyperspectral data
期刊论文
ECOLOGICAL INDICATORS, 2019, 卷号: 106, 页码: 13
作者:
Zhao, Yunxia
;
Yan, Chunhua
;
Lu, Shan
;
Wang, Pei
;
Qiu, Guo Yu
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2019/12/16
Leaf surfaces
Hyperspectral reflectance
Leaf chlorophyll content
Leaf thickness
Mangrove
The modified Datt index
GSV: a general model for hyperspectral soil reflectance simulation
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2019, 卷号: 83, 页码: 13
作者:
Jiang, Chongya
;
Fang, Hongliang
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  |  
浏览/下载:34/0
  |  
提交时间:2020/03/23
Soil reflectance
General spectral vectors (GSV) model
Canopy radiative transfer model
Hyperspectral
Open-category classification of hyperspectral images based on convolutional neural networks
会议论文
Sanya, China, 2019-10-22
作者:
Huang, Tingting
;
Wang, Shuang
;
Zhang, Geng
;
Wang, Xueji
;
Liu, Song
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  |  
浏览/下载:108/0
  |  
提交时间:2019/11/27
hyperspectral image
open-category classification
spectral-spatial information
convolutional network
An Overview of Global Leaf Area Index (LAI): Methods, Products, Validation, and Applications
期刊论文
REVIEWS OF GEOPHYSICS, 2019, 卷号: 57, 期号: 3, 页码: 739-799
作者:
Fang, Hongliang
;
Baret, Frederic
;
Plummer, Stephen
;
Schaepman-Strub, Gabriela
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/19
leaf area index (LAI)
field measurement
remote sensing estimation
validation schemes
LAI uncertainties
LAI applications
Gaussian decomposition and component pigment spectral analysis of phytoplankton absorption spectra
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2019, 卷号: 37, 期号: 5, 页码: 1542-1554
作者:
Ye Huping
;
Zhang Bing
;
Liao Xiaohan
;
Li Tongji
;
Shen Qian
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2020/03/23
phytoplankton absorption spectrum
pigment concentration
Gaussian decomposition
Study of vegetation spectral anomaly behaviour in a porphyry copper mine area based on hyperspectral indices
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 页码: 18
作者:
He, Li
;
Li, Ainong
;
Nan, Xi
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  |  
浏览/下载:38/0
  |  
提交时间:2019/10/08
Normalized Difference Vegetation Index Continuity of the Landsat 4-5 MSS and TM: Investigations Based on Simulation
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 14, 页码: -
作者:
Chen, Feng
;
Lou, Shenlong
;
Fan, Qiancong
;
Wang, Chenxing
;
Claverie, Martin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/10/19
vegetation index
Landsat
transformation
continuity
spectral response function
Collection 1
Hyperion
Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
作者:
Zhang, Wuxia
;
Lu, Xiaoqiang
;
Li, Xuelong
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2019/07/17
Convex nonnegative matrix factorization (CNMF)
hyperspectral anomaly detection
hyperspectral imagery
similarity constrained
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