中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究... [72]
计算技术研究所 [6]
新疆生态与地理研究所 [5]
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OAI收割 [113]
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期刊论文 [71]
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UEPA-GAN: An Unsupervised Framework for Daily Precipitation Downscaling
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2026, 卷号: 23, 页码: 1501605
作者:
Mo, Jinlin
;
Zhang, Xun
;
Wang, Fang
;
Liu, Yu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/03/16
Precipitation
Generators
Image reconstruction
Training
Spatial resolution
Climate
Computer architecture
Generative adversarial networks
Data models
Artificial intelligence
Extreme precipitation attention (EPA)
GAN
physical constraint
precipitation downscaling
unsupervised
Understanding the Relationship Between Urban Green Infrastructure and PM2.5 Based on an Explainable Machine Learning Model: Evidence From 288 Cities in China
期刊论文
OAI收割
EARTHS FUTURE, 2025, 卷号: 13, 期号: 11, 页码: e2025EF006861
作者:
Lyu, Feinan
;
Chen, Kai
;
Olhnuud, Aruhan
;
Sun, Xiaojie
;
Gong, Cheng
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/19
urban green infrastructure
PM2.5
transparent machine learning models
morphological spatial patterns
core
What Factors Drove the Global Cropland Expansion Into Highlands?
期刊论文
OAI收割
EARTHS FUTURE, 2025, 卷号: 13, 期号: 7, 页码: e2024EF005337
作者:
Chen, Wanxu
;
Yuan, Yanghaoyue
;
Gu, Tianci
;
Ma, Haitao
;
Zeng, Jie
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/08/21
cropland elevation
highlands
spectrum
terrain gradient analysis
spatial regression models
global
A simple and effective approach to enhance the representation of spatial heterogeneity in lumped conceptual hydrological models: Application in the time-variant gain model
期刊论文
OAI收割
HYDROLOGY RESEARCH, 2025, 卷号: 56, 期号: 5, 页码: 419-438
作者:
Zhu, Yuntao
;
Xia, Jun
;
Ye, Aizhong
;
Zou, Lei
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2025/07/18
lumped hydrological models
numerical experiments
runoff generation mechanism
soil storage capacity curve
spatial heterogeneity
time-variant gain model
An Improved Hybrid GC-LSTM Framework for Hourly Nowcasting of Ground-Level NO
2
Concentrations Over Beijing-Tianjin-Hebei Region
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 14
作者:
Han, Zongfu
;
Fan, Meng
;
Song, Shipeng
;
Liang, Xiaoxia
;
Song, Meina
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2025/03/03
Atmospheric modeling
Monitoring
Predictive models
Satellites
Long short term memory
Forecasting
Accuracy
Air pollution
Spatial resolution
Graphical models
Grained cascade forest (gcForest)
ground-level nitrogen dioxide (NO2)
long short-term memory (LSTM)
nowcasting
tropospheric monitoring instrument (TROPOMI)
Daily Prediction of Sea Ice Drift at Kilometer-Scale Using Deep-Learning Method
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 25980-25992
作者:
Ren, Jialong
;
Qiu, Yujia
;
Li, Xiao-Ming
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/09
Sea ice
Arctic
Spatial resolution
Synthetic aperture radar
Predictive models
Input variables
Vectors
Data models
Wind forecasting
Trajectory
deep learning
sea ice drift (SID) prediction
synthetic aperture radar (SAR)
Assessing Terrain Effect on Evapotranspiration Using the SEBAL Model in Mountainous Regions
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 6017-6040
作者:
Fu, Wei
;
Tang, Bo-Hui
;
Ma, Xianguang
;
Zhu, Xinming
;
Li, Yingyun
  |  
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2025/04/21
Surface topography
Land surface
Terrain factors
Estimation
Accuracy
Spatial resolution
Remote sensing
Land surface temperature
Analytical models
Temperature distribution
Estimating of evapotranspiration (ET)
impact of terrain
mountainous areas
surface energy balance algorithm for land (SEBAL)
spatial distribution
An Innovative Framework for Hourly Satellite Soil Moisture Retrieval via Integrated Spatiotemporal Downscaling Techniques
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4422716
作者:
Song, Peilin
;
Wang, Mengran
;
Dong, Lixin
;
Zhao, Tianjie
;
Zhao, Haigen
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/01/21
Spatial resolution
Satellite broadcasting
Microwave radiometry
Soil moisture
Monitoring
Spaceborne radar
Sensors
Remote sensing
Microwave imaging
Data models
Diurnal temperature cycle (DTC)
downscaling
geostationary satellite
hourly soil moisture
microwave
Optimization of Soil Particle Size Mapping Incorporating Spatial Autocorrelation and Attribute Similarity
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 21044-21064
作者:
Qin, Liya
;
Wang, Zong
;
Zhang, Xiaoyuan
;
Liang, Boyi
;
Wang, Jia
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/10/20
Soil
Predictive models
Biological system modeling
Accuracy
Vegetation mapping
Reflectivity
Indexes
Random forests
Forestry
Erosion
Random forest (RF)
soil particle size
spatial distribution
two-point machine learning (TPML) model
uncertainty assessment
Complex Landscape Rice Extraction Using Integrated Sentinel-2 Spectral-Temporal-Spatial Imagery and a Hybrid Deep Learning Architecture
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 21
作者:
Liu, Tianjiao
;
Duan, Si-Bo
;
Liu, Niantang
;
Zhang, Youzhi
;
Chen, Jiankui
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/10/14
Feature extraction
Crops
Accuracy
Remote sensing
Transformers
Data mining
Training
Long short term memory
Data models
Vegetation mapping
Active learning
hybrid deep learning model
rice extraction
Sentinel-2 spectral-temporal-spatial imagery