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
机构
地理科学与资源研究... [40]
遥感与数字地球研究所 [4]
沈阳应用生态研究所 [4]
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OAI收割 [57]
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期刊论文 [54]
会议论文 [2]
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2026 [3]
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A framework for soil texture prediction based on remote sensing information from different climate patterns and crop growth periods
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2026, 卷号: 19, 期号: 1, 页码: 2639816
作者:
Li, Xiangrui
;
Zhang, Yuhong
;
Liu, Huanjun
;
Xu, Xinliang
;
Zhang, Wenqi
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/04/16
Soil texture
random forest
recursive feature elimination
climate patterns
digital soil mapping
Big data-driven spectral index construction for fine-scale salt pond mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2026, 卷号: 146, 页码: 105139
作者:
Zhang, Jin
;
Huang, Chong
;
Li, He
;
Wang, Shuxuan
;
Liu, Qingsheng
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收藏
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浏览/下载:0/0
  |  
提交时间:2026/03/16
Salt ponds mapping
Spectral indices
Big data-driven
Random Forest
Sentinel-2
Bohai Rim region
Widespread depletion of inorganic carbon in Europe's topsoil revealed by spatiotemporal digital soil mapping
期刊论文
OAI收割
SOIL & TILLAGE RESEARCH, 2026, 卷号: 256, 页码: 106864
作者:
Zhu, Chenxu
;
Yang, Lin
;
Wei, Ren
;
Li, Xiang
;
Yang, Chenconghai
  |  
收藏
  |  
浏览/下载:0/0
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提交时间:2025/12/19
Soil inorganic carbon
Spatiotemporal digital soil mapping
Spatial and temporal dynamics
LUCAS
Random forest
Integrating soil thickness and equivalent mass to refine organic carbon stock estimates across Tibet
期刊论文
OAI收割
GEODERMA, 2025, 卷号: 464, 页码: 15
作者:
Zhang, Xin
;
Fan, Jianrong
;
Chen, Hongjin
;
Su, Zhengan
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收藏
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浏览/下载:0/0
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提交时间:2025/12/29
Digital soil mapping
Equivalent soil mass
Quantile regression forest
Soil depth
Area of applicability
Tibet
Comparisons of forest mapping data sets in Sahel and their implications for the assessment of the pan-African Great Green Wall Initiative
期刊论文
OAI收割
FRONTIERS OF EARTH SCIENCE, 2025, 卷号: N/A
作者:
Zhang, Tong
;
Liu, Ronggao
;
Liu, Yang
;
Wang, Guoqin
;
Chen, Jilong
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/19
forest mapping datasets
discrete land cover datasets
percent tree cover datasets
spatial consistency
temporal dynamics
Sahel
Advancing forest fire prediction: A multi-layer stacking ensemble model approach
期刊论文
OAI收割
EARTH SCIENCE INFORMATICS, 2025, 卷号: 18, 期号: 3, 页码: 270
作者:
Shahzad, Fahad
;
Mehmood, Kaleem
;
Anees, Shoaib Ahmad
;
Adnan, Muhammad
;
Muhammad, Sultan
  |  
收藏
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浏览/下载:45/0
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提交时间:2025/03/18
Forest fire
Multi-layer ensemble model
Machine learning
Probability mapping
Malakand division
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
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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
Optimized Soil Moisture Mapping Strategies on the Tibetan Plateau Using Downscaled and Interpolated Maps as Mutual Covariates
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 21, 页码: 3939
作者:
Zhang, Mo
;
Ge, Yong
;
Wang, Jianghao
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收藏
  |  
浏览/下载:33/0
  |  
提交时间:2024/12/20
spatial prediction
machine learning
random forest
variable importance
digital soil mapping
Digital Mapping and Scenario Prediction of Soil Salinity in Coastal Lands Based on Multi-Source Data Combined with Machine Learning Algorithms
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 14, 页码: 2681
作者:
Zhou, Mengge
;
Li, Yonghua
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收藏
  |  
浏览/下载:51/0
  |  
提交时间:2024/09/19
soil salinity
soil salinity digital mapping
machine learning algorithms
CatBoost
random forest
Winter remote sensing images are more suitable for forest mapping in Jiangxi Province
期刊论文
OAI收割
EUROPEAN JOURNAL OF REMOTE SENSING, 2023, 卷号: 56, 期号: 1, 页码: 13
作者:
Wang, Ruilin
;
Wang, Meng
;
Sun, Xiaofang
;
Wang, Junbang
;
Li, Guicai
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收藏
  |  
浏览/下载:48/0
  |  
提交时间:2023/10/09
forest mapping
seasonality
Sentinel-2
classifiers
Google Earth Engine
>