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科研机构
地理科学与资源研究... [10]
内容类型
期刊论文 [8]
SCI/SSCI论文 [2]
发表日期
2021 [4]
2020 [3]
2019 [1]
2015 [1]
2010 [1]
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专题:地理科学与资源研究所
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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:193/0
  |  
提交时间:2021/11/05
Soil nutrient distribution
Digital soil mapping
Machine learning
Cokriging
Agricultural productivity
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
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
收藏
  |  
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
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:20/0
  |  
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
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
Reservoir risk modelling using a hybrid approach based on the feature selection technique and ensemble methods
期刊论文
GEOCARTO INTERNATIONAL, 2020, 页码: 25
作者:
Xiong, Junnan
;
Pang, Quan
;
Cheng, Weiming
;
Wang, Nan
;
Yong, Zhiwei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/15
Flash flood
reservoir risk
J48 Decision Tree
genetic algorithm
Bagging
random forest
China
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
Evaluation and machine learning improvement of global hydrological model-based flood simulations
期刊论文
Environmental Research Letters, 2019, 卷号: 14, 期号: 11
作者:
Yang,Tao
;
Sun,Fubao
;
Gentine,Pierre
;
Liu,Wenbin
;
Wang,Hong
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
flood simulation
machine learning
global hydrological model
long short-term memory
A hybrid real-time tidal prediction mechanism based on harmonic method and variable structure neural network
SCI/SSCI论文
2015
作者:
Yin J. C.
;
Wang, N. N.
;
Hu, J. Q.
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2015/12/09
Tidal prediction
Hybrid model
Variable neural network
Harmonic
method
Sliding data window
learning algorithm
storm-surge
models
sea
framework
An effective hybrid particle swarm optimization for batch scheduling of polypropylene processes
SCI/SSCI论文
2010
Liu B.
;
Wang L.
;
Liu Y.
;
Qian B.
;
Jin Y. H.
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2012/06/08
Particle swarm optimization
Polypropylene batch
Batch scheduling
Multi-stage flow shop
Hybrid flow shop
Simulated annealing
Zero-wait
No intermediate storage
of-the-art
flowshop sequencing problem
continuous-time
memetic
algorithms
chemical-processes
genetic algorithm
plants
systems
models
formulations
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