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科研机构
地理科学与资源研究... [66]
内容类型
期刊论文 [63]
SCI/SSCI论文 [3]
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2021 [16]
2020 [20]
2019 [14]
2018 [9]
2017 [3]
2016 [1]
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专题:地理科学与资源研究所
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Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
作者:
Li, Kai
;
Wang, Juanle
;
Yao, Jinyi
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2021/11/05
Water Segmentation
Pixel-based CNN
ROI
U-net
Mongolia
Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur
期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
作者:
John, Kingsley
;
Agyeman, Prince Chapman
;
Kebonye, Ndiye Michael
;
Isong, Isong Abraham
;
Ayito, Esther O.
收藏
  |  
浏览/下载:158/0
  |  
提交时间:2021/11/05
Soil nutrient distribution
Digital soil mapping
Machine learning
Cokriging
Agricultural productivity
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 12
作者:
Li, Linchao
;
Wang, Bin
;
Feng, Puyu
;
Wang, Huanhuan
;
He, Qinsi
收藏
  |  
浏览/下载:77/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
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:54/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Cloud Detection Algorithm for Multi-Satellite Remote Sensing Imagery Based on a Spectral Library and 1D Convolutional Neural Network
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 20
作者:
Ma, Nan
;
Sun, Lin
;
Zhou, Chenghu
;
He, Yawen
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/11/05
ASTER spectral library
hyperspectral data
1D convolutional neural network
cloud detection
data simulation
multi-satellite remote sensing images
A Multilevel Recognition Model of Water Inrush Sources: A Case Study of the Zhaogezhuang Mining Area
期刊论文
MINE WATER AND THE ENVIRONMENT, 2021, 页码: 10
作者:
Lin, Gang
;
Jiang, Dong
;
Dong, Donglin
;
Fu, Jingying
;
Li, Xiang
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/08/19
Water inrush source identification
Hydrochemical analysis
Improved genetic algorithm
Extreme learning machine
Zhaogezhuang mine
Using multiple linear regression and random forests to identify spatial poverty determinants in rural China
期刊论文
SPATIAL STATISTICS, 2021, 卷号: 42, 页码: 19
作者:
Liu, Mengxiao
;
Hu, Shan
;
Ge, Yong
;
Heuvelink, Gerard B. M.
;
Ren, Zhoupeng
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  |  
浏览/下载:16/0
  |  
提交时间:2021/06/10
Poverty
Spatial
Determinants
LMG
Random forest
Variable importance
Mapping Rice Paddy Distribution Using Remote Sensing by Coupling Deep Learning with Phenological Characteristics
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7, 页码: 16
作者:
Zhu, A-Xing
;
Zhao, Fang-He
;
Pan, Hao-Bo
;
Liu, Jun-Zhi
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  |  
浏览/下载:74/0
  |  
提交时间:2021/06/10
rice paddy distribution
remote sensing
phenological characteristics
deep learning
machine learning
spatial prediction
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
Feasibility of machine learning methods for predicting hospital emergency room visits for respiratory diseases
期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 页码: 9
作者:
Lu, Jiaying
;
Bu, Pengju
;
Xia, Xiaolin
;
Lu, Ning
;
Yao, Ling
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2021/04/25
PM2
5 exposure
Respiratory diseases
Emergency room visits
Machine learning
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