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地理科学与资源研究... [26]
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期刊论文 [16]
SCI/SSCI论文 [7]
EI期刊论文 [3]
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2021 [6]
2020 [4]
2019 [2]
2017 [2]
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专题:地理科学与资源研究所
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Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
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
Statistical estimation of next-day nighttime surface urban heat islands
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 176, 页码: 182-195
作者:
Lai, Jiameng
;
Zhan, Wenfeng
;
Quan, Jinling
;
Bechtel, Benjamin
;
Wang, Kaicun
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  |  
浏览/下载:46/0
  |  
提交时间:2021/08/19
Surface urban heat island
Thermal remote sensing
Land surface temperature
MODIS
Support vector regression
Simulating flash flood hydrographs and behavior metrics across China: Implications for flash flood management
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 763, 页码: 19
作者:
Zhai, Xiaoyan
;
Zhang, Yongyong
;
Zhang, Yongqiang
;
Guo, Liang
;
Liu, Ronghua
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/03/15
Flash flood type
Flash flood behavior metrics
k-means clustering
Hydrological model
Mountainous catchments
Feasibility of machine learning methods for predicting hospital emergency room visits for respiratory diseases
期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 页码: 9
作者:
Lu, Jiaying
;
Bu, Pengju
;
Xia, Xiaolin
;
Lu, Ning
;
Yao, Ling
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  |  
浏览/下载:59/0
  |  
提交时间:2021/04/25
PM2
5 exposure
Respiratory diseases
Emergency room visits
Machine learning
Analysis of prediction algorithm for forest land spatial evolution trend in rural planning
期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2021, 页码: 9
作者:
Jiang, Xiujuan
;
Zhang, Nan
;
Huang, Jinchuan
;
Zhang, Ping
;
Liu, Hui
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/15
Rural planning
Forest
Evolve
Data mining
Support vector machine
A Framework to Predict High-Resolution Spatiotemporal PM(2.5)Distributions Using a Deep-Learning Model: A Case Study of Shijiazhuang, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 33
作者:
Zhang, Guangyuan
;
Lu, Haiyue
;
Dong, Jin
;
Poslad, Stefan
;
Li, Runkui
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  |  
浏览/下载:17/0
  |  
提交时间:2021/03/16
PM2.5
AOD
XGBoost
prediction
deep learning
ConvLSTM
SARIMA
Retrieval and Validation of XCO2 from TanSat Target Mode Observations in Beijing
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 18, 页码: 17
作者:
Bao, Zhengyi
;
Zhang, Xingying
;
Yue, Tianxiang
;
Zhang, Lili
;
Wang, Zong
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/03/16
TanSat
target mode
XCO2 retrieval
validation
Beijing FTS
A lightweight ensemble spatiotemporal interpolation model for geospatial data
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
作者:
Cheng, Shifen
;
Peng, Peng
;
Lu, Feng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Spatiotemporal interpolation
spatiotemporal dependence
lightweight ensemble
extreme learning machine
Multispectral Remote Sensing Data Are Effective and Robust in Mapping Regional Forest Soil Organic Carbon Stocks in a Northeast Forest Region in China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 3, 页码: 18
作者:
Wang, Shuai
;
Gao, Jinhu
;
Zhuang, Qianlai
;
Lu, Yuanyuan
;
Gu, Hanlong
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
soil organic carbon stocks
multispectral remote sensing
forestry ecology
spatial variation
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