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科研机构
地理科学与资源研... [121]
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期刊论文 [74]
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EI期刊论文 [6]
会议论文 [1]
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专题:地理科学与资源研究所
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A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
作者:
Wang, Han
;
Mao, Kebiao
;
Yuan, Zijin
;
Shi, Jiancheng
;
Cao, Mengmeng
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Model-data-knowledge-driven
Deep learning
Geophysical logical reasoning
Expert knowledge
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:52/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
A simple yet robust framework to estimate accurate daily mean land surface temperature from thermal observations of tandem polar orbiters
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 264, 页码: 18
作者:
Hong, Falu
;
Zhan, Wenfeng
;
Goettsche, Frank-M.
;
Lai, Jiameng
;
Liu, Zihan
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/11/05
Land surface temperature
Thermal remote sensing
Sampling bias
Annual temperature cycle
Diurnal temperature cycle
Polar orbiters
MODIS
Spatial Variations in Terrestrial Water Storage with Variable Forces across the Yellow River Basin
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 23
作者:
Zhou, Meilin
;
Wang, Xiaolei
;
Sun, Lin
;
Luo, Yi
收藏
  |  
浏览/下载:98/0
  |  
提交时间:2021/11/05
terrestrial water storage (TWS)
spatiotemporal variations
climate variability
human activities
Yellow River Basin
multivariate adaptive regression splines (MARS)
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
Performance Evaluation of Long NDVI Timeseries from AVHRR, MODIS and Landsat Sensors over Landslide-Prone Locations in Qinghai-Tibetan Plateau
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 27
作者:
Sajadi, Payam
;
Sang, Yan-Fang
;
Gholamnia, Mehdi
;
Bonafoni, Stefania
;
Brocca, Luca
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/11/05
HANTS
NDVI
reconstruction
wavelet threshold denoising
Qinghai-Tibetan Plateau
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
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/06/10
Precipitation climatologies
GIS
Multi-variate regression
Geostatistical analysis
Syria
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
收藏
  |  
浏览/下载:44/0
  |  
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
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