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在“自然资源管理”中，命中：83条，耗时：小于0.01 秒

1.A Comparison of Nonlinear Stochastic Self-Exciting Threshold Autoregressive and Chaotic k-Nearest Neighbour Models in Daily Streamflow Forecasting

作者：Hakan Tongal ; Martijn J. Booij

关键词：Multi ; step flow forecasting ; Nonlinear stochastic self ; exciting threshold autoregressive (SETAR) model ; k ; nearest neighbour (k ; nn) model ; Western United States

刊名：Water Resources Management

出版者：Springer Netherlands

年：2016

2.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 coverk ; nearest neighbor ; Support vector machine ; Random forest ; Neural network ; Landsat8 ; Spot5

刊名：Arabian Journal of Geosciences

出版者：Springer Berlin Heidelberg

年：2017

3.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

4.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 neighbors ; Principal component analysis

刊名：Water Resources Management

出版者：Springer Netherlands

年：2016

5.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

6.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

7.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

8.Investigating Chaos and Nonlinear Forecasting in Short Term and Mid-term River Discharge

作者：Mohammad Zounemat-Kermani

关键词：River flow ; Time series forecasting ; Chaos theory ; Correlation dimension ; Mutual information ; ARIMA

刊名：Water Resources Management

出版者：Springer Netherlands

年：2016

9.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

10.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

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