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在“
自然资源管理
”中,
命中:
26
条,耗时:小于0.01 秒
1.
Evaluating the impact of classification algorithms and spatial resolution on the accuracy of land cover mapping in a mountain environment in Pakistan
作者:
Sami Ullah
;
Muhammad Shafique
;
Muhammad Farooq…
关键词:
Land cover
k ;
nearest
neighbor
;
Support vector machine
;
Random forest
;
Neural network
;
Landsat
8 ;
Spot
5
刊名:Arabian Journal of Geosciences
出版者:Springer Berlin Heidelberg
年:2017
2.
A Comparative Assessment of Support Vector Machines, Probabilistic Neural Networks, and K-
Nearest
Neighbor
Algorithms for Water Quality Classification
作者:
Fereshteh Modaresi (1) Shahab Araghinejad (2)
关键词:
Classification
;
Water quality
;
Support vector machine
;
Probabilistic neural network
;
K
;
nearest
neighbor
;
CCME
刊名:Water Resources Management
年:2014
3.
Statistical Downscaling Using Local Polynomial Regression for Rainfall Predictions ᾿A Case Study
作者:
Jany George
;
Letha Janaki
;
Jairaj Parameswaran Gomathy
关键词:
Statistical downscaling
;
Local polynomial regression
;
Nearest
neighbor
s
;
Principal component analysis
刊名:Water Resources Management
出版者:Springer Netherlands
年:2016
4.
Development of a Nonparametric Model for Multivariate Hydrological Monthly Series Simulation Considering Climate Change Impacts
作者:
Salman Sharifazari
;
Shahab Araghinejad
关键词:K ;
nearest
neighbor
;
Simulation
;
Stochastic processes
;
Sirwan River
刊名:Water Resources Management
出版者:Springer Netherlands
年:2015
5.
Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features
作者:
Seyed Amir Naghibi
;
Mostafa Moradi Dashtpagerdi
关键词:
R statistical software
;
Groundwater exploration
;
Groundwater management
;
Geographic information system
;
Iran
刊名:Hydrogeology Journal
出版者:Springer Berlin Heidelberg
年:2017
6.
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm
作者:
François Petitjean
;
Germain Forestier…
关键词:
Time series
;
Averaging
;
Dynamic time warping
;
Classification
;
Data mining
刊名:Knowledge and Information Systems
出版者:Springer London
年:2016
7.
A machine learning-based approach to predict the velocity profiles in small streams
作者:
Onur Genç
;
Ali Dağ
关键词:
Velocity profile
;
Small stream
;
Machine learning
;
ANNs
;
SVMs
;
k
;
NN
刊名:Water Resources Management
出版者:Springer Netherlands
年:2016
8.
Long-range precipitation forecasts using paleoclimate reconstructions in the western United States
作者:
Christopher Allen Carrier
;
Ajay Kalra
;
Sajjad Ahmad
关键词:
Precipitation
;
Oscillations
;
Paleoclimate reconstruction
;
Forecast
;
KStar
刊名:Journal of Mountain Science
出版者:Springer Berlin Heidelberg
年:2016
9.
Phase-space reconstruction and self-exciting threshold modeling approach to forecast lake water levels
作者:
Hakan Tongal (1) Ronny Berndtsson (2)
关键词:
Chaos
;
Phase
;
space reconstruction method
;
K
;
nearest
neighbor
(k
;
NN)
;
Self
;
exciting threshold autoregressive model (SETAR)
刊名:Stochastic Environmental Research and Risk Assessment (SERRA)
年:2014
10.
Socioeconomic drivers of forest loss and fragmentation: A comparison between different land use planning schemes and policy implications
作者:
Yaolin Liua
;
Yuhao Fenga
;
Zhe Zhaoa
;
Qianwen Zhanga
;
Shiliang Sua
;
b
;
c
;
shiliangsu@163.com" class="auth_mail" title="E-mail the corresponding author
;
shiliangsu@whu.edu.cn" class="auth_mail" title="E-mail the corresponding author
关键词:
Forest fragmentation
;
Deforestation
;
Land use planning
;
Socioeconomic development
;
Drivers
;
Land use and cover change
;
Forest policy
;
China
刊名:Land Use Policy
年:2016
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