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科研机构
地理科学与资源研究... [31]
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期刊论文 [31]
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2021 [10]
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内容类型:期刊论文
专题:地理科学与资源研究所
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Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
UAV-based individual shrub aboveground biomass estimation calibrated against terrestrial LiDAR in a shrub-encroached grassland
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 101, 页码: 12
作者:
Zhao, Yujin
;
Liu, Xiaoliang
;
Wang, Yang
;
Zheng, Zhaoju
;
Zheng, Shuxia
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2021/08/19
Shrub encroachment
Biomass
Unmanned aerial vehicle (UAV)
Terrestrial laser scanning
Volume
Individual shrub identification
New Forest Aboveground Biomass Maps of China Integrating Multiple Datasets
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15, 页码: 20
作者:
Chang, Zhongbing
;
Hobeichi, Sanaa
;
Wang, Ying-Ping
;
Tang, Xuli
;
Abramowitz, Gab
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  |  
浏览/下载:40/0
  |  
提交时间:2021/11/05
forest aboveground biomass
carbon stock
field measurements
remote sensing
China
Assessment of Empirical Algorithms for Shallow Water Bathymetry Using Multi-Spectral Imagery of Pearl River Delta Coast, China
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 17
作者:
Wei, Chunzhu
;
Zhao, Qianying
;
Lu, Yang
;
Fu, Dongjie
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/11/05
bathymetry
Landsat 8
Sentinel-2
Google Earth Engine
retrieval algorithm
Soil property mapping by combining spatial distance information into the Soil Land Inference Model (SoLIM)
期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 4, 页码: 638-644
作者:
Qin, Chengzhi
;
An, Yiming
;
Liang, Peng
;
Zhu, Axing
;
Yang, Lin
收藏
  |  
浏览/下载:76/0
  |  
提交时间:2021/06/10
digital soil mapping
location of soil sample
inverse distance weighting
soil organic matter
Third Law of Geography
Fine-resolution precipitation mapping over Syria using local regression and spatial interpolation
期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 256, 页码: 16
作者:
Alsafadi, Karam
;
Mohammed, Safwan
;
Mokhtar, Ali
;
Sharaf, Mohammed
;
He, Hongming
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  |  
浏览/下载:22/0
  |  
提交时间:2021/06/10
Precipitation climatologies
GIS
Multi-variate regression
Geostatistical analysis
Syria
Suppression of Coherence Matrix Bias for Phase Linking and Ambiguity Detection in MTInSAR
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 2, 页码: 1263-1274
作者:
Liang, Hongyu
;
Zhang, Lei
;
Ding, Xiaoli
;
Lu, Zhong
;
Li, Xin
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Coherence
Decorrelation
Synthetic aperture radar
Estimation
Strain
Radar polarimetry
Iterative methods
Distributed scatterer (DS)
interferometric synthetic aperture radar (InSAR)
phase decorrelation
distributed scatterer weighted least squares (WLS)
Performance evaluation and correction of precipitation data using the 20-year IMERG and TMPA precipitation products in diverse subregions of China
期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 249, 页码: 16
作者:
Ma, Qian
;
Li, Yi
;
Feng, Hao
;
Yu, Qiang
;
Zou, Yufeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/15
Multi-satellite precipitation product
TMPA
IMERG
China
Climate zone
Spatial and Temporal Changes in Vegetation in the Ruoergai Region, China
期刊论文
FORESTS, 2021, 卷号: 12, 期号: 1, 页码: 17
作者:
Guo, Yahui
;
Zeng, Jing
;
Wu, Wenxiang
;
Hu, Shunqiang
;
Liu, Guangxu
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/15
NDVI
vegetation
Savitzky–
Golay filtering
spatial and temporal analysis
Ruoergai area
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