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科研机构
地理科学与资源研究... [40]
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期刊论文 [20]
SCI/SSCI论... [16]
EI期刊论文 [3]
会议论文 [1]
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2021 [7]
2020 [4]
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2018 [2]
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专题:地理科学与资源研究所
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Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
New Forest Aboveground Biomass Maps of China Integrating Multiple Datasets
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15, 页码: 20
作者:
Chang, Zhongbing
;
Hobeichi, Sanaa
;
Wang, Ying-Ping
;
Tang, Xuli
;
Abramowitz, Gab
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  |  
浏览/下载:40/0
  |  
提交时间:2021/11/05
forest aboveground biomass
carbon stock
field measurements
remote sensing
China
Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: A watershed system model for the Heihe River basin
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 卷号: 141, 页码: 15
作者:
Li, Xin
;
Zhang, Ling
;
Zheng, Yi
;
Yang, Dawen
;
Wu, Feng
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  |  
浏览/下载:86/0
  |  
提交时间:2021/08/19
Watershed system model
Human-nature system
Decision support system
Water resource management
Heihe river basin
Endorheic river basin
Can constructed wetlands be more land efficient than centralized wastewater treatment systems? A case study based on direct and indirect land use
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 770, 页码: 10
作者:
Fan, Ying
;
Wu, Xudong
;
Shao, Ling
;
Han, Mengyao
;
Chen, Bin
收藏
  |  
浏览/下载:117/0
  |  
提交时间:2021/06/10
Constructed wetland
Wastewater treatment
Land use
Systems process analysis
Variegated transnational partnerships: Multi-scalar actor networks in China's overseas industrial parks
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2021, 卷号: 31, 期号: 5, 页码: 664-680
作者:
Song Tao
;
Sun Man
;
Liang Yutian
;
Ngampramuan, Soavapa
;
Wuzhati, Yeerken
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/08/19
overseas industrial park
multi-scalar partnership
transnational policy transfer
Thai-Chinese Rayong Industrial Zone
China-Indonesia Economic and Trade Cooperation Zone
Belt and Road Initiative
Mapping lead concentrations in urban topsoil using proximal and remote sensing data and hybrid statistical approaches
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 272, 页码: 10
作者:
Shi, Tiezhu
;
Yang, Chao
;
Liu, Huizeng
;
Wu, Chao
;
Wang, Zhihua
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/04/25
Jenny's state factor model
Visible and near-infrared reflectance spectroscopy
Landsat image
Geographically weighted regression
Regression kriging
Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 7570-7588
作者:
Ghaderizadeh, Saeed
;
Abbasi-Moghadam, Dariush
;
Sharifi, Alireza
;
Zhao, Na
;
Tariq, Aqil
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  |  
浏览/下载:22/0
  |  
提交时间:2021/11/05
Feature extraction
Three-dimensional displays
Convolution
Solid modeling
Hyperspectral imaging
Kernel
Convolutional neural networks
Convolutional neural network (CNN)
deep learning
hyperspectral image (HSI) classification
spectral-spatial features
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:
Zhang, Qiang
;
Wu, Shun
;
Wang, Xiangwen
;
Sun, Binzhen
;
Liu, Haimeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/16
PM(2.5)prediction
Multi-task deep learning
Artificial intelligence
Intensive monitoring stations
Lanzhou city
Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 178, 页码: 16
作者:
Zhu, Wanxue
;
Sun, Zhigang
;
Yang, Ting
;
Li, Jing
;
Peng, Jinbang
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2021/03/15
Unmanned aerial vehicle (UAV)
Hyperspectral
Chlorophyll
Machine learning
Precision agriculture
Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 718, 页码: 15
作者:
Hong, Haoyuan
;
Liu, Junzhi
;
Zhu, A-Xing
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/05/19
Landslide
LogitBoost alternating decision trees
Forest by penalizing attributes
Bagging
Integration model
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