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科研机构
地理科学与资源研究... [26]
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期刊论文 [23]
SCI/SSCI论文 [3]
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2021 [5]
2020 [10]
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专题:地理科学与资源研究所
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Remote Estimation of Trophic State Index for Inland Waters Using Landsat-8 OLI Imagery
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 10, 页码: 22
作者:
Hu, Minqi
;
Ma, Ronghua
;
Cao, Zhigang
;
Xiong, Junfeng
;
Xue, Kun
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/08/19
algal biomass index
inland waters
Landsat-8
trophic state
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 297, 页码: 15
作者:
Cao, Juan
;
Zhang, Zhao
;
Tao, Fulu
;
Zhang, Liangliang
;
Luo, Yuchuan
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2021/03/15
Rice
Google Earth Engine (GEE)
Machine Learning (ML)
Deep Learning (DL)
Yield prediction
Early warning system
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:
Zhang, Lei
;
Yang, Lin
;
Ma, Tianwu
;
Shen, Feixue
;
Cai, Yanyan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
Application of machine learning methods for the prediction of organic solid waste treatment and recycling processes: A review
期刊论文
BIORESOURCE TECHNOLOGY, 2021, 卷号: 319, 页码: 13
作者:
Guo, Hao-nan
;
Wu, Shu-biao
;
Tian, Ying-jie
;
Zhang, Jun
;
Liu, Hong-tao
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/15
Machine learning
Organic solid waste
Modeling
Prediction
Landslide Susceptibility Mapping Using Feature Fusion-Based CPCNN-ML in Lantau Island, Hong Kong
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3625-3639
作者:
Chen, Yangyang
;
Ming, Dongping
;
Ling, Xiao
;
Lv, Xianwei
;
Zhou, Chenghu
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/06/10
Terrain factors
Numerical models
Feature extraction
Training
Statistical analysis
Geology
Reliability
Convolutional neural networks (CNNs)
landslide susceptibility mapping (LSM)
Lantau Island
remote sensing
Mapping the Potential Global Distribution of Red Imported Fire Ant (Solenopsis invicta Buren) Based on a Machine Learning Method
期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 23, 页码: 13
作者:
Chen, Shuai
;
Ding, Fangyu
;
Hao, Mengmeng
;
Jiang, Dong
收藏
  |  
浏览/下载:83/0
  |  
提交时间:2021/03/15
S
invicta
red imported fire ant
potential distribution
boosted regression tree
human factors
Comparison of two satellite-based soil moisture reconstruction algorithms: A case study in the state of Oklahoma, USA
期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 590, 页码: 16
作者:
Liu, Yangxiaoyue
;
Yao, Ling
;
Jing, Wenlong
;
Di, Liping
;
Yang, Ji
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/15
Satellite-based soil moisture
Reconstruction
Triangular feature space-based model
Random forest
Estimating annual runoff in response to forest change: A statistical method based on random forest
期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 589, 页码: 14
作者:
Li, Ming
;
Zhang, Yongqiang
;
Wallace, Jeremy
;
Campbell, Eddy
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/16
Annual runoff
Forest thinning
Predictive model
Machine learning
Remote sensing
Forest index
Downscaling Satellite Retrieved Soil Moisture Using Regression Tree-Based Machine Learning Algorithms Over Southwest France
期刊论文
EARTH AND SPACE SCIENCE, 2020, 卷号: 7, 期号: 10, 页码: 25
作者:
Liu, Yangxiaoyue
;
Xia, Xiaolin
;
Yao, Ling
;
Jing, Wenlong
;
Zhou, Chenghu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/16
satellite
based soil moisture
downscale
machine learning
regression tree
driven algorithms
Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and Maize under Drought
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 19, 页码: 32
作者:
Sobejano-Paz, Veronica
;
Mikkelsen, Teis Norgaard
;
Baum, Andreas
;
Mo, Xingguo
;
Liu, Suxia
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/16
crop phenotyping
hydraulic traits
leaf conductance
phenology
photosynthetic CO2 assimilation rate
PLSR
shortwave radiation
transpiration rate
temperature
water stress
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