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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [52]
计算技术研究所 [40]
地理科学与资源研究... [24]
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OAI收割 [158]
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期刊论文 [150]
会议论文 [5]
SCI/SSCI论文 [2]
学位论文 [1]
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2026 [1]
2025 [11]
2024 [25]
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2021 [32]
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A Novel Sampling Design That Considers Local Soil Heterogeneity in Both Geographical and Feature Spaces for Mapping Multiple Soil Properties at the Farm Level
期刊论文
OAI收割
IEEE ACCESS, 2026, 卷号: 14, 页码: 424-440
作者:
Wang, Yongji
;
Li, Shaoqi
;
Wang, Meizi
;
Qi, Qingwen
;
Li, Peng
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/02/09
Soil
Soil properties
Vegetation mapping
Predictive models
Normalized difference vegetation index
Indexes
Design methodology
Accuracy
Robustness
Image resolution
Soil variability
digital soil mapping (DSM)
sampling design
local heterogeneity of soil
subregion division
effective coverage in both geographical and feature spaces
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)
A Novel Hybrid-DCNN-Based Framework for Enhanced Rice Aboveground Biomass Estimation Under Limited Samples
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4405716
作者:
Liu, Yibo
;
Pei, Jie
;
Zou, Yaopeng
;
Tan, Shaofeng
;
He, Yinan
  |  
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2025/04/21
Data models
Crops
Autonomous aerial vehicles
Estimation
Training
Biomass
Predictive models
Fertilizers
Deep learning
Biological system modeling
Aboveground biomass (AGB)
deep convolutional neural network (DCNN)
multisource uncrewed aerial vehicle (UAV) data
PROSAIL-PRO
rice
Impact of Rising Compound Drought and Heatwaves on Vegetation in Global Drylands
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: 24509-24517
作者:
Wang, Che
;
Sun, Xupeng
;
Lu, Ning
;
Qin, Jun
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
Heating systems
Vegetation mapping
Soil moisture
Droughts
Indexes
Market research
Vegetation
Predictive models
Monitoring
Temperature distribution
Drylands
heatwaves
interpretable machine learning
solar-induced fluorescence (SIF)
Using GaoFen-1 to Distinguish Sargassum Horneri and Ulva Prolifera Blooms in the Western Yellow Sea Based on Machine Learning
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: 23431-23446
作者:
Zhang, Furong
;
Su, Hongbo
;
Liu, Kai
;
Chen, Shaohui
;
Wang, Chengyi
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/10/20
Algae
Accuracy
Green products
Tides
Reflectivity
Random forests
Indexes
Training
Satellites
Predictive models
Classification
GaoFen-1
Wide Field of View (GF-1 WFV)
random forest (RF)
S. horneri and U.prolifera
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:0/0
  |  
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
Assessing Potential of Multisource Satellite Data and Machine Learning Models for Cropland Soil Organic Carbon Prediction in Plateau Lake Basin
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4418119
作者:
Ji, Xinran
;
Tang, Bo-Hui
;
Huang, Liang
;
Chen, Guokun
;
Zhu, Xinming
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
Lakes
Biological system modeling
Predictive models
Soil properties
Remote sensing
Monitoring
Long short term memory
Data models
Vegetation mapping
Satellites
Cropland
machine learning (ML)
plateau lake basin
remote sensing (RS)
soil organic carbon (SOC)
soil-pedogenic model
vegetation phenology
Precipitation Nowcasting Based on Radar Echo Images via Multiscale Spatiotemporal LSTM
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 5105614
作者:
Wang, Yueting
;
Yao, Ling
;
Jiang, Hou
;
Liu, Tang
;
Lu, Yuxiang
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/08/21
Spatiotemporal phenomena
Precipitation
Radar
Long short term memory
Predictive models
Radar imaging
Forecasting
Extrapolation
Feature extraction
Convolution
Deep learning (DL)
long short-term memory (LSTM)
multiscale spatiotemporal ((MST)-T-2) feature
precipitation nowcasting
radar echo extrapolation
A Forecast-Then-Retrieve Framework for Short-Term Forecasting of Downward Solar Radiation Using Geostationary Satellite Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4112518
作者:
Zhao, Ziwei
;
Liu, Ronggao
;
Zhang, Xuezhen
;
Zhu, Mengyao
;
Tao, Zexing
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/01/21
Forecasting
Accuracy
Clouds
Atmospheric modeling
Spatial resolution
Predictive models
Land surface
Green energy
Geostationary satellites
Fossil fuels
Climate change
Globalization
Downward shortwave radiation (DSR) forecasting
Himawari-8 satellite
Level 1B (L1B) radiance prediction
multimodal neural networks
spatiotemporal deep learning