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干旱区生态环境知识资源中心
Knowledge Resource Center for Ecological Environment in Arid Area
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Desert landform detection and mapping using a semi-automated object-based image analysis approach
期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2022, 卷号: 199
Creator:
Garajeh, Mohammad Kazemi
;
Feizizadeh, Bakhtiar
;
Weng, Qihao
;
Moghaddam, Mohammad Hossein Rezaei
;
Garajeh, Ali Kazemi
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  |  
View/Download:11/0
  |  
Submit date:2022/03/17
Object-based image analysis (OBIA)
Fuzzy rule-based classification
Desert landforms
Geomorphology
Earth's landforms
Slight change of glaciers in the Pamir over the period 2000-2017
期刊论文
发表期刊: ARCTIC ANTARCTIC AND ALPINE RESEARCH. 出版年: 2022, 卷号: 54, 期号: 1, 页码: 13-24
Creator:
Li, Zhijie
;
Wang, Ninglian
;
Chen, An'an
;
Liang, Qian
;
Yang, DaQing
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View/Download:4/0
  |  
Submit date:2022/03/17
Pamir
glacier inventory
manual delineation
debris-covered glacier
Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features
期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 3
Creator:
Wang, Zheng
;
Ding, Jianli
;
Zhang, Zipeng
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View/Download:9/0
  |  
Submit date:2022/03/17
remote sensing
visible and near-infrared spectroscopy
soil organic matter
environmental variables
partial least squares regression
Spatial patterns and driving factors of aboveground and belowground biomass over the eastern Eurasian steppe
期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
Creator:
Ding, Lei
;
Li, Zhenwang
;
Shen, Beibei
;
Wang, Xu
;
Xu, Dawei
;
Yan, Ruirui
;
Yan, Yuchun
;
Xin, Xiaoping
;
Xiao, Jingfeng
;
Li, Ming
;
Wang, Ping
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  |  
View/Download:6/0
  |  
Submit date:2021/11/19
Carbon cycle
MODIS
Climatic factors
Human activity
Aboveground biomass
Belowground biomass
DEM resolution effects on machine learning performance for flood probability mapping
期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
Creator:
Avand, Mohammadtaghi
;
Kuriqi, Alban
;
Khazaei, Majid
;
Ghorbanzadeh, Omid
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  |  
View/Download:3/0
  |  
Submit date:2022/03/17
Heterogeneous data
Flood modelling
Random forest (RF)
Artificial neural network (ANN)
Generalized linear model (GLM)
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China
期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
Creator:
Jiang, Xiaofang
;
Duan, Hanchen
;
Liao, Jie
;
Guo, Pinglin
;
Huang, Cuihua
;
Xue, Xian
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View/Download:4/0
  |  
Submit date:2022/03/17
hyperspectral data
fractional differential transformation
sine cosine algorithm-Elman
deep extreme learning machine
Assessment of groundwater suitability using remote sensing and GIS: a case study of Western Rajasthan, India
期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
Creator:
Bhakar, Prashant
;
Singh, Ajit Pratap
;
Mittal, Ravi Kant
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  |  
View/Download:7/0
  |  
Submit date:2022/02/12
Groundwater quality
Geographical information systems
Remote sensing
Arid regions
Irrigation
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning
期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
Creator:
Naimi, Salman
;
Ayoubi, Shamsollah
;
Dematte, Jose A. M.
;
Zeraatpisheh, Mojtaba
;
Amorim, Merilyn Taynara Accorsi
;
Mello, Fellipe Alcantara de Oliveira
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  |  
View/Download:6/0
  |  
Submit date:2021/11/29
Spatial prediction
environmental covariates
synthetic soil image (SySI)
Cubist
random forest
machine learning
Assessment of Soils and Plants Loss as a Result of Darrezar Copper Mining in South-Eastern Iran
期刊论文
发表期刊: EURASIAN SOIL SCIENCE. 出版年: 2021
Creator:
Amin, P.
;
Akhavan-Ghalibaf, M.
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View/Download:4/0
  |  
Submit date:2021/11/29
soil genesis and classification
mine degraded soils
mountainous basin
arid climate
plant restoring
Spatial modelling of soil salinity: deep or shallow learning models?
期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
Creator:
Mohammadifar, Aliakbar
;
Gholami, Hamid
;
Golzari, Shahram
;
Collins, Adrian L.
Favorite
  |  
View/Download:3/0
  |  
Submit date:2021/07/30
Deep learning models
Shallow machine learning models
Soil salinity spatial maps
Deep convolutional neural networks